From 7228d467e912d836862965d1a720709fd3b02481 Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Wed, 8 Oct 2025 22:34:21 -0700 Subject: [PATCH 01/21] Initial code for Select AI Agents --- doc/source/conf.py | 4 + doc/source/index.rst | 10 + doc/source/user_guide/agent.rst | 249 ++++++++++ doc/source/user_guide/vector_index.rst | 1 + samples/agent/agent_create.py | 27 ++ samples/agent/movie_analyst.py | 63 +++ samples/agent/task_create.py | 31 ++ samples/agent/tasks_list.py | 13 + samples/agent/team_create.py | 34 ++ samples/agent/tool_create.py | 56 +++ samples/agent/tool_create_human.py | 35 ++ samples/agent/tool_delete.py | 25 + samples/agent/tool_list.py | 26 ++ src/select_ai/agent/__init__.py | 24 + src/select_ai/agent/core.py | 236 ++++++++++ src/select_ai/agent/sql.py | 80 ++++ src/select_ai/agent/task.py | 227 +++++++++ src/select_ai/agent/team.py | 266 +++++++++++ src/select_ai/agent/tool.py | 613 +++++++++++++++++++++++++ src/select_ai/errors.py | 40 ++ src/select_ai/sql.py | 14 +- 21 files changed, 2070 insertions(+), 4 deletions(-) create mode 100644 doc/source/user_guide/agent.rst create mode 100644 samples/agent/agent_create.py create mode 100644 samples/agent/movie_analyst.py create mode 100644 samples/agent/task_create.py create mode 100644 samples/agent/tasks_list.py create mode 100644 samples/agent/team_create.py create mode 100644 samples/agent/tool_create.py create mode 100644 samples/agent/tool_create_human.py create mode 100644 samples/agent/tool_delete.py create mode 100644 samples/agent/tool_list.py create mode 100644 src/select_ai/agent/__init__.py create mode 100644 src/select_ai/agent/core.py create mode 100644 src/select_ai/agent/sql.py create mode 100644 src/select_ai/agent/task.py create mode 100644 src/select_ai/agent/team.py create mode 100644 src/select_ai/agent/tool.py diff --git a/doc/source/conf.py b/doc/source/conf.py index efc247e..d97e07e 100644 --- a/doc/source/conf.py +++ b/doc/source/conf.py @@ -56,3 +56,7 @@ html_static_path = ["_static"] pygments_style = "sphinx" + +latex_elements = { + "maxlistdepth": "10", # Increase the maximum list nesting depth +} diff --git a/doc/source/index.rst b/doc/source/index.rst index 0d062d6..9baddac 100644 --- a/doc/source/index.rst +++ b/doc/source/index.rst @@ -97,3 +97,13 @@ Synthetic Data :maxdepth: 3 user_guide/synthetic_data.rst + + +Select AI Agents +================ + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/agent.rst diff --git a/doc/source/user_guide/agent.rst b/doc/source/user_guide/agent.rst new file mode 100644 index 0000000..44aaa99 --- /dev/null +++ b/doc/source/user_guide/agent.rst @@ -0,0 +1,249 @@ +.. _agent: + +``select_ai.agent`` adds a thin Python layer over Oracle Autonomous Database's +``DBMS_CLOUD_AI_AGENT`` package so you can define tools, compose tasks, wire up +agents and run teams from Python using the existing select_ai connection objects + +- Keep agent state and orchestration in the database + +- Register callable tools (PL/SQL procedure or functions, SQL, external HTTP + endpoints, Slack or Email notifications) and attach them to tasks + +- Group agents into teams and invoke them with a single API call + + +******** +``Tool`` +******** + +A callable which Select AI agent can invoke to accomplish a certain task. +Users can either register built-in tools or create a custom tool using a PL/SQL +stored procedure. + +Supported Tools ++++++++++++++++ + +Following class methods of ``select_ai.agent.Tool`` class +can be used to create tools. Invoking them will create a proxy object in the +Python layer and persist the tool in the Database using +``DBMS_CLOUD_AI_AGENT.CREATE_TOOL`` + + +.. list-table:: Select AI Agent Tools + :header-rows: 1 + :widths: 20 50 30 + :align: left + + * - Tool Type + - Class Method + - Arguments + * - ``EMAIL`` + - ``select_ai.agent.Tool.create_email_notification_tool`` + - - ``tool_name`` + - ``credential_name`` + - ``recipient`` + - ``sender`` + - ``smtp_host`` + * - ``HTTP`` + - ``select_ai.agent.Tool.create_http_tool`` + - ``tool_name``, ``credential_name``, ``endpoint`` + * - ``SQL`` + - ``select_ai.agent.Tool.create_sql_tool`` + - ``tool_name``, ``profile_name`` + * - ``SLACK`` + - ``select_ai.agent.Tool.create_slack_notification_tool`` + - ``tool_name``, ``credential_name``, ``slack_channel`` + * - ``WEBSEARCH`` + - ``select_ai.agent.Tool.create_websearch_tool`` + - ``tool_name``, ``credential_name`` + * - ``PL/SQL custom tool`` + - ``select_ai.agent.Tool.create_pl_sql_tool`` + - ``tool_name``, ``function`` + * - ``RAG`` + - ``select_ai.agent.Tool.create_rag_tool`` + - ``tool_name``, ``profile_name`` + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.ToolAttributes + :members: + +.. autoclass:: select_ai.agent.ToolParams + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Tool + :members: + +.. latex:clearpage:: + +Create Tool ++++++++++++ + +The following example shows creation of an AI agent tool to perform natural +language translation to SQL using an OCI AI profile + +.. literalinclude:: ../../../samples/agent/tool_create.py + :language: python + :lines: 14- + +output:: + + MOVIE_SQL_TOOL + + ToolAttributes(instruction=None, + function=None, + tool_params=SQLToolParams(_REQUIRED_FIELDS=None, + credential_name=None, + endpoint=None, + notification_type=None, + profile_name='oci_ai_profile', + recipient=None, + sender=None, + slack_channel=None, + smtp_host=None), + tool_inputs=None, + tool_type=) + + + +.. latex:clearpage:: + + +List Tools +++++++++++ + +.. literalinclude:: ../../../samples/agent/tool_list.py + :language: python + :lines: 14- + +output:: + + Tool(tool_name=MOVIE_SQL_TOOL, attributes=ToolAttributes(instruction='This tool is used to work with SQL queries using natural language. Input should be a natural language query about data or database operations. The tool behavior depends on the configured action: RUNSQL - generates and executes the SQL query returning actual data; SHOWSQL - generates and displays the SQL statement without executing it; EXPLAINSQL - generates SQL and provides a natural language explanation of what the query does. Always provide clear, specific questions about the data you want to retrieve or analyze.', function='dbms_cloud_ai_agent.sql_tool', tool_params=SQLToolParams(_REQUIRED_FIELDS=None, credential_name=None, endpoint=None, notification_type=None, profile_name='oci_ai_profile', recipient=None, sender=None, slack_channel=None, smtp_host=None), tool_inputs=None, tool_type='SQL'), description=My Select AI MOVIE SQL agent tool) + + Tool(tool_name=LLM_CHAT_TOOL, attributes=ToolAttributes(instruction='This tool is used to work with SQL queries using natural language. Input should be a natural language query about data or database operations. The tool behavior depends on the configured action: RUNSQL - generates and executes the SQL query returning actual data; SHOWSQL - generates and displays the SQL statement without executing it; EXPLAINSQL - generates SQL and provides a natural language explanation of what the query does. Always provide clear, specific questions about the data you want to retrieve or analyze.', function='dbms_cloud_ai_agent.sql_tool', tool_params=SQLToolParams(_REQUIRED_FIELDS=None, credential_name=None, endpoint=None, notification_type=None, profile_name='oci_ai_profile', recipient=None, sender=None, slack_channel=None, smtp_host=None), tool_inputs=None, tool_type='SQL'), description=My Select AI agent tool) + +.. latex:clearpage:: + +******** +``Task`` +******** + +Each task is identified by a ``task_name`` and includes a set of attributes that +guide the agent’s behavior during execution. +Key attributes include the ``instruction``, which describes the task’s purpose and +provides context for the agent to reason about when and how to use it, +and the ``tools`` list, which specifies which tools the agent can choose from to +accomplish the task. An optional ``input`` field allows a task to depend on the +output of prior tasks, enabling task chaining and multi-step workflows. + +.. autoclass:: select_ai.agent.TaskAttributes + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Task + :members: + +.. latex:clearpage:: + + +Create Task ++++++++++++ + +In the following task, we use the ``MOVIE_SQL_TOOL`` created in the +previous step + +.. literalinclude:: ../../../samples/agent/task_create.py + :language: python + +output:: + + ANALYZE_MOVIE_TASK + + TaskAttributes(instruction='Help the user with their request about movies. ' + 'User question: {query}. You can use SQL tool to ' + 'search the data from database', + tools=['MOVIE_SQL_TOOL'], + input=None, + enable_human_tool=False) + + +.. latex:clearpage:: + +List Tasks ++++++++++++ + +.. literalinclude:: ../../../samples/agent/tasks_list.py + :language: python + +output:: + + Task(task_name=ANALYZE_MOVIE_TASK, attributes=TaskAttributes(instruction='Help the user with their request about movies. User question: {query}. You can use SQL tool to search the data from database', tools='["MOVIE_SQL_TOOL"]', input=None, enable_human_tool=False), description=Movie task involving a human) + +.. latex:clearpage:: + +********* +``Agent`` +********* + +A Select AI Agent is defined using ``agent_name``, its ``attributes`` and an +optional description. The attributes must include key agent properties such as +``profile_name`` which specifies the LLM profile used for prompt generation +and ``role``, which outlines the agent’s intended role and behavioral context. + +.. autoclass:: select_ai.agent.AgentAttributes + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Agent + :members: + +.. latex:clearpage:: + +Create Agent +++++++++++++ + +.. literalinclude:: ../../../samples/agent/agent_create.py + :language: python + +output:: + + Created Agent: Agent(agent_name=MOVIE_ANALYST, attributes=AgentAttributes(profile_name='LLAMA_4_MAVERICK', role='You are an AI Movie Analyst. Your can help answer a variety of questions related to movies. ', enable_human_tool=False), description=None) + + +.. latex:clearpage:: + +**** +Team +**** + +AI Agent Team coordinates the execution of multiple agents working together to +fulfill a user request. Each team is uniquely identified by a ``team_name`` and +configured through a set of ``attributes`` that define its composition and +execution strategy. The ``agents`` attribute specifies an array of agent-task +pairings, allowing users to assign specific tasks to designated agents. User +can perform multiple tasks by assigning the same agent to different tasks. +The ``process`` attribute defines how tasks should be executed. + +.. autoclass:: select_ai.agent.TeamAttributes + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Team + :members: + +.. latex:clearpage:: + +Run Team +++++++++ + +.. literalinclude:: ../../../samples/agent/team_create.py + :language: python + +output:: + + To list the movies, you can use the SQL query: SELECT m.* FROM "SPARK_DB_USER"."MOVIE" m. diff --git a/doc/source/user_guide/vector_index.rst b/doc/source/user_guide/vector_index.rst index 00f84be..aba3165 100644 --- a/doc/source/user_guide/vector_index.rst +++ b/doc/source/user_guide/vector_index.rst @@ -229,6 +229,7 @@ output:: OracleVectorIndexAttributes(chunk_size=1024, chunk_overlap=128, location='https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph', match_limit=5, object_storage_credential_name='my_oci_ai_profile_key', profile_name='oci_vector_ai_profile', refresh_rate=1450, similarity_threshold=0.5, vector_distance_metric='COSINE', vector_db_endpoint=None, vector_db_credential_name=None, vector_db_provider=, vector_dimension=None, vector_table_name=None, pipeline_name='TEST_VECTOR_INDEX$VECPIPELINE') +.. latex:clearpage:: Async RAG using vector index ++++++++++++++++++++++++++++ diff --git a/samples/agent/agent_create.py b/samples/agent/agent_create.py new file mode 100644 index 0000000..d8801d9 --- /dev/null +++ b/samples/agent/agent_create.py @@ -0,0 +1,27 @@ +import os + +import select_ai +from select_ai.agent import ( + Agent, + AgentAttributes, +) + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +# Agent +agent_attributes = AgentAttributes( + profile_name="LLAMA_4_MAVERICK", + role="You are an AI Movie Analyst. " + "Your can help answer a variety of questions related to movies. ", + enable_human_tool=False, +) +agent = Agent( + agent_name="MOVIE_ANALYST", + attributes=agent_attributes, +) +agent.create(enabled=True, replace=True) +print("Created Agent:", agent) diff --git a/samples/agent/movie_analyst.py b/samples/agent/movie_analyst.py new file mode 100644 index 0000000..40900dd --- /dev/null +++ b/samples/agent/movie_analyst.py @@ -0,0 +1,63 @@ +import os +import uuid + +import select_ai +from select_ai.agent import ( + Agent, + AgentAttributes, + Task, + TaskAttributes, + Team, + TeamAttributes, +) + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +# Agent +agent_attributes = AgentAttributes( + profile_name="oci_ai_profile", + role="You are an AI Movie Analyst. " + "Your can help answer a variety of questions related to movies. ", + enable_human_tool=False, +) +agent = Agent( + agent_name="MOVIE_ANALYST", + attributes=agent_attributes, +) +agent.create(enabled=True, replace=True) +print("Create Agent", agent) + +# Task +task_attributes = TaskAttributes( + instruction="Help the user with their request about movies. " + "User question: {query}", + enable_human_tool=False, +) +task = Task( + task_name="ANALYZE_MOVIE_TASK", + description="Movie task involving a human", + attributes=task_attributes, +) +task.create(replace=True) +print("Created Task", task) + +# Team +team_attributes = TeamAttributes( + agents=[{"name": "MOVIE_ANALYST", "task": "ANALYZE_MOVIE_TASK"}], + process="sequential", +) +team = Team( + team_name="MOVIE_AGENT_TEAM", + attributes=team_attributes, +) +team.create(enabled=True, replace=True) +print( + team.run( + prompt="In the movie Titanic, was there enough space for Jack ? ", + params={"conversation_id": str(uuid.uuid4())}, + ) +) diff --git a/samples/agent/task_create.py b/samples/agent/task_create.py new file mode 100644 index 0000000..bf28a41 --- /dev/null +++ b/samples/agent/task_create.py @@ -0,0 +1,31 @@ +import os +from pprint import pformat + +import select_ai +import select_ai.agent +from select_ai.agent import Task, TaskAttributes + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +attributes = TaskAttributes( + instruction="Help the user with their request about movies. " + "User question: {query}. " + "You can use SQL tool to search the data from database", + tools=["MOVIE_SQL_TOOL"], + enable_human_tool=False, +) + +task = Task( + task_name="ANALYZE_MOVIE_TASK", + description="Movie task involving a human", + attributes=attributes, +) + +task.create(replace=True) + +print(task.task_name) +print(pformat(task.attributes)) diff --git a/samples/agent/tasks_list.py b/samples/agent/tasks_list.py new file mode 100644 index 0000000..80aee67 --- /dev/null +++ b/samples/agent/tasks_list.py @@ -0,0 +1,13 @@ +import os + +import select_ai +import select_ai.agent + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +for task in select_ai.agent.Task.list(): + print(task) diff --git a/samples/agent/team_create.py b/samples/agent/team_create.py new file mode 100644 index 0000000..7e2a445 --- /dev/null +++ b/samples/agent/team_create.py @@ -0,0 +1,34 @@ +import os +import uuid + +import select_ai +from select_ai.agent import ( + Team, + TeamAttributes, +) + +conversation_id = str(uuid.uuid4()) + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +# Team +team_attributes = TeamAttributes( + agents=[{"name": "MOVIE_ANALYST", "task": "ANALYZE_MOVIE_TASK"}], + process="sequential", +) +team = Team( + team_name="MOVIE_AGENT_TEAM", + attributes=team_attributes, +) +team.create(enabled=True, replace=True) + +print( + team.run( + prompt="Could list the movies in the database?", + params={"conversation_id": conversation_id}, + ) +) diff --git a/samples/agent/tool_create.py b/samples/agent/tool_create.py new file mode 100644 index 0000000..a3cd519 --- /dev/null +++ b/samples/agent/tool_create.py @@ -0,0 +1,56 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# tool_create.py +# +# Create a tool for +# ----------------------------------------------------------------------------- + +import os +from pprint import pformat + +import select_ai +import select_ai.agent + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +provider = select_ai.OCIGenAIProvider( + region="us-chicago-1", + oci_apiformat="GENERIC", + model="meta.llama-4-maverick-17b-128e-instruct-fp8", +) +profile_attributes = select_ai.ProfileAttributes( + credential_name="my_oci_ai_profile_key", + object_list=[ + {"owner": user, "name": "MOVIE"}, + {"owner": user, "name": "ACTOR"}, + {"owner": user, "name": "DIRECTOR"}, + ], + provider=provider, +) +profile = select_ai.Profile( + profile_name="LLAMA_4_MAVERICK", + attributes=profile_attributes, + description="MY OCI AI Profile", + replace=True, +) + +# Use the OCI AI Profile to perform natural +# language SQL translation +sql_tool = select_ai.agent.Tool.create_sql_tool( + tool_name="MOVIE_SQL_TOOL", + description="My Select AI MOVIE SQL agent tool", + profile_name="oci_ai_profile", + replace=True, +) +print(sql_tool.tool_name) +print(pformat(sql_tool.attributes)) diff --git a/samples/agent/tool_create_human.py b/samples/agent/tool_create_human.py new file mode 100644 index 0000000..1d40d2a --- /dev/null +++ b/samples/agent/tool_create_human.py @@ -0,0 +1,35 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# tool_create_human.py +# +# Create a vector index for Retrieval Augmented Generation (RAG) +# ----------------------------------------------------------------------------- + +import os + +import select_ai +import select_ai.agent + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +attributes = select_ai.agent.ToolAttributes( + tool_params=select_ai.agent.HumanToolParams() +) + +human_tool = select_ai.agent.Tool( + attributes=attributes, + tool_name="Human", + description="My Select AI agent human tool", +) + +human_tool.create() diff --git a/samples/agent/tool_delete.py b/samples/agent/tool_delete.py new file mode 100644 index 0000000..c3cfa67 --- /dev/null +++ b/samples/agent/tool_delete.py @@ -0,0 +1,25 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# tool_delete.py +# +# Delete an AI tool +# ----------------------------------------------------------------------------- + +import os + +import select_ai.agent + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +tool = select_ai.agent.Tool("LLM_CHAT_TOOL") +tool.delete(force=True) diff --git a/samples/agent/tool_list.py b/samples/agent/tool_list.py new file mode 100644 index 0000000..5e32df7 --- /dev/null +++ b/samples/agent/tool_list.py @@ -0,0 +1,26 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# tool_list.py +# +# List all the Agent Tools +# ----------------------------------------------------------------------------- + +import os + +import select_ai +import select_ai.agent + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) + +for tool in select_ai.agent.Tool.list(): + print(tool) diff --git a/src/select_ai/agent/__init__.py b/src/select_ai/agent/__init__.py new file mode 100644 index 0000000..343d096 --- /dev/null +++ b/src/select_ai/agent/__init__.py @@ -0,0 +1,24 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + + +from .core import Agent, AgentAttributes +from .task import Task, TaskAttributes +from .team import Team, TeamAttributes +from .tool import ( + EmailNotificationToolParams, + HTTPToolParams, + HumanToolParams, + RAGToolParams, + SlackNotificationToolParams, + SQLToolParams, + Tool, + ToolAttributes, + ToolParams, + ToolType, + WebSearchToolParams, +) diff --git a/src/select_ai/agent/core.py b/src/select_ai/agent/core.py new file mode 100644 index 0000000..3af26cc --- /dev/null +++ b/src/select_ai/agent/core.py @@ -0,0 +1,236 @@ +# ------------------------------------------------------------------------------ +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +import json +from abc import ABC +from dataclasses import dataclass +from typing import ( + Any, + AsyncGenerator, + Iterator, + List, + Mapping, + Optional, + Union, +) + +import oracledb +from docutils.nodes import description + +from select_ai import BaseProfile +from select_ai._abc import SelectAIDataClass +from select_ai._enums import StrEnum +from select_ai.agent.sql import ( + GET_USER_AI_AGENT, + GET_USER_AI_AGENT_ATTRIBUTES, + LIST_USER_AI_AGENTS, +) +from select_ai.async_profile import AsyncProfile +from select_ai.db import async_cursor, cursor +from select_ai.errors import AgentNotFoundError +from select_ai.profile import Profile + + +@dataclass +class AgentAttributes(SelectAIDataClass): + """AI Agent Attributes + + :param str profile_name: Name of the AI Profile which agent will + use to send request to LLM + :param str role: Agent's role also sent to LLM + :param bool enable_human_tool: Enable human tool support. Agent + will ask question to the user for any clarification + """ + + profile_name: str + role: str + enable_human_tool: Optional[bool] = True + + +class BaseAgent(ABC): + + def __init__( + self, + agent_name: Optional[str] = None, + description: Optional[str] = None, + attributes: Optional[AgentAttributes] = None, + ): + if attributes is not None and not isinstance( + attributes, AgentAttributes + ): + raise TypeError( + "attributes must be an object of type " + "select_ai.agent.AgentAttributes" + ) + self.agent_name = agent_name + self.description = description + self.attributes = attributes + + def __repr__(self): + return ( + f"{self.__class__.__name__}(" + f"agent_name={self.agent_name}, " + f"attributes={self.attributes}, description={self.description})" + ) + + +class Agent(BaseAgent): + """ + select_ai.agent.Agent class lets you create, delete, enable, disable + and list AI agents + + :param str agent_name: The name of the AI Agent + :param str description: Optional description of the AI agent + :param select_ai.agent.AgentAttributes attributes: AI agent attributes + + """ + + @staticmethod + def _get_attributes(agent_name: str) -> AgentAttributes: + with cursor() as cr: + cr.execute(GET_USER_AI_AGENT, agent_name=agent_name.upper()) + attributes = cr.fetchall() + if attributes: + post_processed_attributes = {} + for k, v in attributes: + if isinstance(v, oracledb.LOB): + post_processed_attributes[k] = v.read() + else: + post_processed_attributes[k] = v + return AgentAttributes(**post_processed_attributes) + else: + raise AgentNotFoundError(agent_name=agent_name) + + def create( + self, enabled: Optional[bool] = True, replace: Optional[bool] = False + ): + """ + Register a new AI Agent within the Select AI framework + + :param bool enabled: Whether the AI Agent should be enabled. + Default value is True. + + :param bool replace: Whether the AI Agent should be replaced. + Default value is False. + + """ + if self.agent_name is None: + raise AttributeError("Agent must have a name") + if self.attributes is None: + raise AttributeError("Agent must have attributes") + + parameters = { + "agent_name": self.agent_name, + "attributes": self.attributes.json(), + } + if self.description: + parameters["description"] = self.description + + if not enabled: + parameters["status"] = "disabled" + + with cursor() as cr: + try: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_AGENT", + keyword_parameters=parameters, + ) + except oracledb.Error as err: + (err_obj,) = err.args + if err_obj.code in (20050, 20052) and replace: + self.delete(force=True) + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_AGENT", + keyword_parameters=parameters, + ) + else: + raise + + def delete(self, force: Optional[bool] = False): + """ + Delete AI Agent from the database + + :param bool force: Force the deletion. Default value is False. + + """ + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DROP_AGENT", + keyword_parameters={ + "agent_name": self.agent_name, + "force": force, + }, + ) + + def disable(self): + """ + Disable AI Agent + + """ + pass + + def enable(self): + """ + Enable AI Agent + """ + pass + + @classmethod + def fetch(cls, agent_name: str) -> "Agent": + """ + Fetch AI Agent attributes from the Database and build a proxy object in + the Python layer + + :param str agent_name: The name of the AI Agent + + :return: select_ai.agent.Agent + + :raises select_ai.errors.AgentNotFoundError: + If the AI Agent is not found + + """ + pass + + @classmethod + def list( + cls, agent_name_pattern: Optional[str] = ".*" + ) -> Iterator["Agent"]: + """ + List AI agents matching a pattern + + :param str agent_name_pattern: Regular expressions can be used + to specify a pattern. Function REGEXP_LIKE is used to perform the + match. Default value is ".*" i.e. match all agent names. + + :return: Iterator[Agent] + """ + with cursor() as cr: + cr.execute( + LIST_USER_AI_AGENTS, + agent_name_pattern=agent_name_pattern, + ) + for row in cr.fetchall(): + agent_name = row[0] + if row[1]: + description = row[1].read() # Oracle.LOB + else: + description = None + attributes = cls._get_attributes(agent_name=agent_name) + yield cls( + agent_name=agent_name, + description=description, + attributes=attributes, + ) + + def set_attributes(self, attributes: AgentAttributes) -> None: + """ + Set AI Agent attributes + """ + pass + + def set_attribute(self, attribute_name: str, attribute_value: Any) -> None: + pass diff --git a/src/select_ai/agent/sql.py b/src/select_ai/agent/sql.py new file mode 100644 index 0000000..a63f8a9 --- /dev/null +++ b/src/select_ai/agent/sql.py @@ -0,0 +1,80 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + + +GET_USER_AI_AGENT = """ +SELECT a.agent_name, a.description +from USER_AI_AGENTS a +where a.agent_name = :agent_name +""" + +GET_USER_AI_AGENT_ATTRIBUTES = """ +SELECT attribute_name, attribute_value +FROM USER_AI_AGENT_ATTRIBUTES +WHERE agent_name = :agent_name +""" + +LIST_USER_AI_AGENTS = """ +SELECT a.agent_name, a.description +from USER_AI_AGENTS a +where REGEXP_LIKE(a.agent_name, :agent_name_pattern, 'i') +""" + +GET_USER_AI_AGENT_TASK = """ +SELECT t.task_name, t.description +FROM USER_AI_AGENT_TASKS t +WHERE t.task_name= :task_name +""" + +GET_USER_AI_AGENT_TASK_ATTRIBUTES = """ +SELECT attribute_name, attribute_value +FROM USER_AI_AGENT_TASK_ATTRIBUTES +WHERE task_name= :task_name +""" + +LIST_USER_AI_AGENT_TASKS = """ +SELECT t.task_name, t.description +FROM USER_AI_AGENT_TASKS t +WHERE REGEXP_LIKE(t.task_name, :task_name_pattern, 'i') +""" + +GET_USER_AI_TOOL = """ +SELECT t.tool_name, t.description +FROM USER_AI_AGENT_TOOLS t +WHERE t.tool_name = :tool_name +""" + +GET_USER_AI_AGENT_TOOL_ATTRIBUTES = """ +SELECT attribute_name, attribute_value +FROM USER_AI_AGENT_TOOL_ATTRIBUTES +WHERE tool_name = :tool_name +""" + +LIST_USER_AI_AGENT_TOOLS = """ +SELECT t.tool_name, t.description +FROM USER_AI_AGENT_TOOLS t +WHERE REGEXP_LIKE(t.tool_name, :tool_name_pattern, 'i') +""" + + +GET_USER_AI_AGENT_TEAM = """ +SELECT t.tool_name, t.description +FROM USER_AI_AGENT_TEAMS t +WHERE t.team_name = :team_name +""" + +GET_USER_AI_AGENT_TEAM_ATTRIBUTES = """ +SELECT attribute_name, attribute_value +FROM USER_AI_AGENT_TEAM_ATTRIBUTES +WHERE team_name = :team_name +""" + +LIST_USER_AI_AGENT_TEAMS = """ +SELECT t.tool_name, t.description +FROM USER_AI_AGENT_TEAMS t +WHERE REGEXP_LIKE(t.team_name, :team_name_pattern, 'i') +""" diff --git a/src/select_ai/agent/task.py b/src/select_ai/agent/task.py new file mode 100644 index 0000000..20bd178 --- /dev/null +++ b/src/select_ai/agent/task.py @@ -0,0 +1,227 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +import json +from abc import ABC +from dataclasses import dataclass +from typing import AsyncGenerator, Iterator, List, Mapping, Optional, Union + +import oracledb + +from select_ai import BaseProfile +from select_ai._abc import SelectAIDataClass +from select_ai._enums import StrEnum +from select_ai.agent.sql import ( + GET_USER_AI_AGENT_TASK, + GET_USER_AI_AGENT_TASK_ATTRIBUTES, + LIST_USER_AI_AGENT_TASKS, +) +from select_ai.async_profile import AsyncProfile +from select_ai.db import async_cursor, cursor +from select_ai.errors import AgentTaskNotFoundError +from select_ai.profile import Profile + + +@dataclass +class TaskAttributes(SelectAIDataClass): + """AI Task attributes + + :param str instruction: Statement describing what the task is + meant to accomplish + + :param List[str] tools: List of tools the agent can use to + execute the task + + :param str input: Task name whose output will be automatically + provided by select ai to LLM + + :param bool enable_human_tool: Enable agent to ask question + to user when it requires information or clarification + during a task. Default value is True. + + """ + + instruction: str + tools: Optional[List[str]] = None + input: Optional[str] = None + enable_human_tool: Optional[bool] = True + + +class BaseTask(ABC): + + def __init__( + self, + task_name: Optional[str] = None, + description: Optional[str] = None, + attributes: Optional[TaskAttributes] = None, + ): + if attributes and not isinstance(attributes, TaskAttributes): + raise TypeError( + "'attributes' must be an object of type " + "select_ai.agent.TaskAttributes" + ) + self.task_name = task_name + self.description = description + self.attributes = attributes + + def __repr__(self): + return ( + f"{self.__class__.__name__}(" + f"task_name={self.task_name}, " + f"attributes={self.attributes}, description={self.description})" + ) + + +class Task(BaseTask): + """ + select_ai.agent.Task class lets you create, delete, enable, disable and + list AI Tasks + + :param str task_name: The name of the AI task + :param str description: Optional description of the AI task + :param select_ai.agent.TaskAttributes attributes: AI task attributes + + """ + + @staticmethod + def _get_attributes(task_name: str) -> TaskAttributes: + with cursor() as cr: + cr.execute( + GET_USER_AI_AGENT_TASK_ATTRIBUTES, task_name=task_name.upper() + ) + attributes = cr.fetchall() + if attributes: + post_processed_attributes = {} + for k, v in attributes: + if isinstance(v, oracledb.LOB): + post_processed_attributes[k] = v.read() + else: + post_processed_attributes[k] = v + return TaskAttributes(**post_processed_attributes) + else: + raise AgentTaskNotFoundError(task_name=task_name) + + def create( + self, enabled: Optional[bool] = True, replace: Optional[bool] = False + ): + """ + Create a task that a Select AI agent can include in its + reasoning process + + :param bool enabled: Whether the AI Task should be enabled. + Default value is True. + + :param bool replace: Whether the AI Task should be replaced. + Default value is False. + + """ + if self.task_name is None: + raise AttributeError("Task must have a name") + if self.attributes is None: + raise AttributeError("Task must have attributes") + + parameters = { + "task_name": self.task_name, + "attributes": self.attributes.json(), + } + + if self.description: + parameters["description"] = self.description + + if not enabled: + parameters["status"] = "disabled" + + with cursor() as cr: + try: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_TASK", + keyword_parameters=parameters, + ) + except oracledb.Error as err: + (err_obj,) = err.args + if err_obj.code in (20051, 20052) and replace: + self.delete(force=True) + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_TASK", + keyword_parameters=parameters, + ) + else: + raise + + def delete(self, force: bool = False): + """ + Delete AI Task from the database + + :param bool force: Force the deletion. Default value is False. + """ + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DROP_TASK", + keyword_parameters={ + "task_name": self.task_name, + "force": force, + }, + ) + + def disable(self): + pass + + def enable(self): + pass + + @classmethod + def list(cls, task_name_pattern: Optional[str] = ".*") -> Iterator["Task"]: + """List AI Tasks + + :param str task_name_pattern: Regular expressions can be used + to specify a pattern. Function REGEXP_LIKE is used to perform the + match. Default value is ".*" i.e. match all tasks. + + :return: Iterator[Task] + """ + with cursor() as cr: + cr.execute( + LIST_USER_AI_AGENT_TASKS, + task_name_pattern=task_name_pattern, + ) + for row in cr.fetchall(): + task_name = row[0] + if row[1]: + description = row[1].read() # Oracle.LOB + else: + description = None + attributes = cls._get_attributes(task_name=task_name) + yield cls( + task_name=task_name, + description=description, + attributes=attributes, + ) + + @classmethod + def fetch(cls, task_name: str) -> "Task": + """ + Fetch AI Task attributes from the Database and build a proxy object in + the Python layer + + :param str task_name: The name of the AI Task + + :return: select_ai.agent.Task + + :raises select_ai.errors.AgentTaskNotFoundError: + If the AI Task is not found + """ + pass + + def set_attributes(self, attributes: TaskAttributes): + pass + + def set_attribute(self): + pass + + +class AsyncTask(BaseTask): + pass diff --git a/src/select_ai/agent/team.py b/src/select_ai/agent/team.py new file mode 100644 index 0000000..9512776 --- /dev/null +++ b/src/select_ai/agent/team.py @@ -0,0 +1,266 @@ +# ------------------------------------------------------------------------------ +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +import json +from abc import ABC +from dataclasses import dataclass +from typing import ( + Any, + AsyncGenerator, + Iterator, + List, + Mapping, + Optional, + Union, +) + +import oracledb + +from select_ai import BaseProfile +from select_ai._abc import SelectAIDataClass +from select_ai._enums import StrEnum +from select_ai.agent.sql import ( + GET_USER_AI_AGENT_TEAM, + GET_USER_AI_AGENT_TEAM_ATTRIBUTES, + LIST_USER_AI_AGENT_TEAMS, +) +from select_ai.async_profile import AsyncProfile +from select_ai.db import async_cursor, cursor +from select_ai.errors import AgentTeamNotFoundError +from select_ai.profile import Profile + + +@dataclass +class TeamAttributes(SelectAIDataClass): + """ + AI agent team attributes + + :param List[Mapping] agents: A List of Python dictionaries, each defining + the agent and the task name. [{"name": "", + "task": ""}] + + :param str process: Execution order of tasks. Currently only "sequential" + is supported. + + """ + + agents: List[Mapping] + process: str = "sequential" + + +class BaseTeam(ABC): + + def __init__( + self, + team_name: str, + attributes: TeamAttributes, + description: Optional[str] = None, + ): + if not isinstance(attributes, TeamAttributes): + raise TypeError( + f"attributes must be an object of type " + f"select_ai.agent.TeamAttributes instance" + ) + self.team_name = team_name + self.description = description + self.attributes = attributes + + def __repr__(self): + return ( + f"{self.__class__.__name__}(" + f"team_name={self.team_name}, " + f"attributes={self.attributes}, description={self.description})" + ) + + +class Team(BaseTeam): + """ + A Team of AI agents work together to accomplish tasks + select_ai.agent.Team class lets you create, delete, enable, disable and + list AI Tasks. + + :param str team_name: The name of the AI team + :param str description: Optional description of the AI team + :param select_ai.agent.TeamAttributes attributes: AI team attributes + + """ + + @staticmethod + def _get_attributes(team_name: str) -> TeamAttributes: + with cursor() as cr: + cr.execute( + GET_USER_AI_AGENT_TEAM_ATTRIBUTES, team_name=team_name.upper() + ) + attributes = cr.fetchall() + if attributes: + post_processed_attributes = {} + for k, v in attributes: + if isinstance(v, oracledb.LOB): + post_processed_attributes[k] = v.read() + else: + post_processed_attributes[k] = v + return TeamAttributes(**post_processed_attributes) + else: + raise AgentTeamNotFoundError(team_name=team_name) + + def create( + self, enabled: Optional[bool] = True, replace: Optional[bool] = False + ): + """ + Create a team of AI agents that work together to accomplish tasks. + + :param bool enabled: Whether the AI agent team should be enabled. + Default value is True. + + :param bool replace: Whether the AI agent team should be replaced. + Default value is False. + + """ + if self.team_name is None: + raise AttributeError("Team must have a name") + if self.attributes is None: + raise AttributeError("Team must have attributes") + + parameters = { + "team_name": self.team_name, + "attributes": self.attributes.json(), + } + if self.description: + parameters["description"] = self.description + + if not enabled: + parameters["status"] = "disabled" + + with cursor() as cr: + try: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_TEAM", + keyword_parameters=parameters, + ) + except oracledb.Error as err: + (err_obj,) = err.args + if err_obj.code in (20053, 20052) and replace: + self.delete(force=True) + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_TEAM", + keyword_parameters=parameters, + ) + else: + raise + + def delete(self, force: Optional[bool] = False): + """ + Delete an AI agent team from the database + + :param bool force: Force the deletion. Default value is False. + """ + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DROP_TEAM", + keyword_parameters={ + "team_name": self.team_name, + "force": force, + }, + ) + + def disable(self): + pass + + def enable(self): + pass + + @classmethod + def fetch(cls) -> "Team": + """ + Fetch AI Team attributes from the Database and build a proxy object in + the Python layer + + :param str team_name: The name of the AI Team + + :return: select_ai.agent.Team + + :raises select_ai.errors.AgentTeamNotFoundError: + If the AI Team is not found + """ + pass + + @classmethod + def list(cls, team_name_pattern: Optional[str] = ".*") -> Iterator["Team"]: + """ + List AI Agent Teams + + :param str team_name_pattern: Regular expressions can be used + to specify a pattern. Function REGEXP_LIKE is used to perform the + match. Default value is ".*" i.e. match all teams. + + :return: Iterator[Team] + + """ + with cursor() as cr: + cr.execute( + LIST_USER_AI_AGENT_TEAMS, + team_name_pattern=team_name_pattern, + ) + for row in cr.fetchall(): + team_name = row[0] + if row[1]: + description = row[1].read() # Oracle.LOB + else: + description = None + attributes = cls._get_attributes(team_name=team_name) + yield cls( + team_name=team_name, + description=description, + attributes=attributes, + ) + + def run(self, prompt: str = None, params: Mapping = None): + """ + Start a new AI agent team or resume a paused one that is waiting + for human input. If you provide an existing process ID and the + associated team process is in the WAITING_FOR_HUMAN state, the + function resumes the workflow using the input you provide as + the human response + + :param str prompt: Optional prompt for the user. If the task is + in the RUNNING state, the input acts as a placeholder for the + {query} in the task instruction. If the task is in the + WAITING_FOR_HUMAN state, the input serves as the human response. + + :param Mapping[str, str] params: Optional parameters for the task. + This supports: + 1) conversation_id: Identifies the conversation session associated + with the agent team + 2) variables: key-value pairs that provide additional input to + the agent team. + + """ + parameters = { + "team_name": self.team_name, + } + if prompt: + parameters["user_prompt"] = prompt + if params: + parameters["params"] = json.dumps(params) + + with cursor() as cr: + data = cr.callfunc( + "DBMS_CLOUD_AI_AGENT.RUN_TEAM", + oracledb.DB_TYPE_CLOB, + keyword_parameters=parameters, + ) + if data is not None: + result = data.read() + else: + result = None + return result + + def set_attributes(self, attributes: TeamAttributes) -> None: + pass + + def set_attribute(self, attribute_name: str, attribute_value: Any) -> None: + pass diff --git a/src/select_ai/agent/tool.py b/src/select_ai/agent/tool.py new file mode 100644 index 0000000..c7e31e9 --- /dev/null +++ b/src/select_ai/agent/tool.py @@ -0,0 +1,613 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +import json +from abc import ABC +from dataclasses import dataclass +from typing import AsyncGenerator, Iterator, List, Mapping, Optional, Union + +import oracledb +from oci.generative_ai_agent.models import Tool + +from select_ai import BaseProfile +from select_ai._abc import SelectAIDataClass +from select_ai._enums import StrEnum +from select_ai.agent.sql import ( + GET_USER_AI_AGENT_TOOL_ATTRIBUTES, + LIST_USER_AI_AGENT_TOOLS, +) +from select_ai.async_profile import AsyncProfile +from select_ai.db import async_cursor, cursor +from select_ai.errors import AgentToolNotFoundError +from select_ai.profile import Profile + + +class NotificationType(StrEnum): + """ + Notification Types + """ + + SLACK = "slack" + EMAIL = "email" + + +class ToolType(StrEnum): + """ + Built-in Tool Types + """ + + EMAIL = "EMAIL" + HUMAN = "HUMAN" + HTTP = "HTTP" + RAG = "RAG" + SQL = "SQL" + SLACK = "SLACK" + WEBSEARCH = "WEBSEARCH" + + +@dataclass +class ToolParams(SelectAIDataClass): + """ + Parameters to register a built-in Tool + + :param str credential_name: Used by SLACK, EMAIL and WEBSEARCH tools + + :param str endpoint: Send HTTP requests to this endpoint + + :param select_ai.agent.NotificationType: Either SLACK or EMAIL + + :param str profile_name: Name of AI profile to use + + :param str recipient: Recipient used for EMAIL notification + + :param str sender: Sender used for EMAIL notification + + :param str slack_channel: Slack channel to use + + :param str smtp_host: SMTP host to use for EMAIL notification + + """ + + _REQUIRED_FIELDS: Optional[List] = None + + credential_name: Optional[str] = None + endpoint: Optional[str] = None + notification_type: Optional[NotificationType] = None + profile_name: Optional[str] = None + recipient: Optional[str] = None + sender: Optional[str] = None + slack_channel: Optional[str] = None + smtp_host: Optional[str] = None + + def __post_init__(self): + super().__post_init__() + if self._REQUIRED_FIELDS: + for field in self._REQUIRED_FIELDS: + if getattr(self, field) is None: + raise AttributeError( + "Required field '{}' not found.".format(field) + ) + + @classmethod + def create(cls, *, tool_type: Optional[ToolType] = None, **kwargs): + tool_params_cls = ToolTypeParams.get(tool_type, ToolParams) + return tool_params_cls(**kwargs) + + @classmethod + def keys(cls): + return { + "credential_name", + "endpoint", + "notification_type", + "profile_name", + "recipient", + "sender", + "slack_channel", + "smtp_host", + } + + +@dataclass +class SQLToolParams(ToolParams): + + _REQUIRED_FIELDS = ["profile_name"] + + +@dataclass +class RAGToolParams(ToolParams): + + _REQUIRED_FIELDS = ["profile_name"] + + +@dataclass +class SlackNotificationToolParams(ToolParams): + + _REQUIRED_FIELDS = ["credential_name", "slack_channel"] + notification_type: NotificationType = NotificationType.SLACK + + +@dataclass +class EmailNotificationToolParams(ToolParams): + + _REQUIRED_FIELDS = ["credential_name", "recipient", "sender", "smtp_host"] + notification_type: NotificationType = NotificationType.EMAIL + + +@dataclass +class WebSearchToolParams(ToolParams): + + _REQUIRED_FIELDS = ["credential_name"] + + +@dataclass +class HumanToolParams(ToolParams): + pass + + +@dataclass +class HTTPToolParams(ToolParams): + + _REQUIRED_FIELDS = ["credential_name", "endpoint"] + + +@dataclass +class ToolAttributes(SelectAIDataClass): + """ + AI Tool attributes + + :param str instruction: Statement that describes what the tool + should accomplish and how to do it. This text is included + in the prompt sent to the LLM. + :param function: Specifies the PL/SQL procedure or + function to call when the tool is used + :param select_ai.agent.ToolParams tool_params: Tool parameters + for built-in tools + :param List[Mapping] tool_inputs: Describes input arguments. + Similar to column comments in a table. For example: + "tool_inputs": [ + { + "name": "data_guard", + "description": "Only supported values are "Enabled" and "Disabled"" + } + ] + + """ + + instruction: Optional[str] = None + function: Optional[str] = None + tool_params: Optional[ToolParams] = None + tool_inputs: Optional[List[Mapping]] = None + tool_type: Optional[ToolType] = None + + def dict(self, exclude_null=True): + attributes = {} + for k, v in self.__dict__.items(): + if v is not None or not exclude_null: + if isinstance(v, ToolParams): + attributes[k] = v.dict(exclude_null=exclude_null) + else: + attributes[k] = v + return attributes + + @classmethod + def create(cls, **kwargs): + tool_attributes = {} + tool_params = {} + for k, v in kwargs.items(): + if isinstance(v, oracledb.LOB): + v = v.read() + if k in ToolParams.keys(): + tool_params[k] = v + elif k == "tool_params" and v is not None: + tool_params = json.loads(v) + else: + tool_attributes[k] = v + tool_params = ToolParams.create( + tool_type=tool_attributes.get("tool_type"), **tool_params + ) + tool_attributes["tool_params"] = tool_params + return ToolAttributes(**tool_attributes) + + +ToolTypeParams = { + ToolType.EMAIL: EmailNotificationToolParams, + ToolType.SLACK: SlackNotificationToolParams, + ToolType.HTTP: HTTPToolParams, + ToolType.RAG: RAGToolParams, + ToolType.SQL: SQLToolParams, + ToolType.WEBSEARCH: WebSearchToolParams, + ToolType.HUMAN: HumanToolParams, +} + + +class _BaseTool(ABC): + + def __init__( + self, + tool_name: Optional[str] = None, + description: Optional[str] = None, + attributes: Optional[ToolAttributes] = None, + ): + """Initialize an AI Agent Tool""" + if attributes and not isinstance(attributes, ToolAttributes): + raise TypeError( + "'attributes' must be an object of type " + "select_ai.agent.ToolAttributes" + ) + self.tool_name = tool_name + self.attributes = attributes + self.description = description + + def __repr__(self): + return ( + f"{self.__class__.__name__}(" + f"tool_name={self.tool_name}, " + f"attributes={self.attributes}, description={self.description})" + ) + + +class Tool(_BaseTool): + + @staticmethod + def _get_attributes(tool_name: str) -> ToolAttributes: + """Get attributes of an AI tool + + :return: select_ai.agent.ToolAttributes + :raises: AgentToolNotFoundError + """ + with cursor() as cr: + cr.execute( + GET_USER_AI_AGENT_TOOL_ATTRIBUTES, tool_name=tool_name.upper() + ) + attributes = cr.fetchall() + if attributes: + post_processed_attributes = {} + for k, v in attributes: + if isinstance(v, oracledb.LOB): + post_processed_attributes[k] = v.read() + else: + post_processed_attributes[k] = v + return ToolAttributes.create(**post_processed_attributes) + else: + raise AgentToolNotFoundError(tool_name=tool_name) + + def create( + self, enabled: Optional[bool] = True, replace: Optional[bool] = False + ): + if self.tool_name is None: + raise AttributeError("Tool must have a name") + if self.attributes is None: + raise AttributeError("Tool must have attributes") + + parameters = { + "tool_name": self.tool_name, + "attributes": self.attributes.json(), + } + if self.description: + parameters["description"] = self.description + + if not enabled: + parameters["status"] = "disabled" + + with cursor() as cr: + try: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_TOOL", + keyword_parameters=parameters, + ) + except oracledb.Error as err: + (err_obj,) = err.args + if err_obj.code in (20050, 20052) and replace: + self.delete(force=True) + cr.callproc( + "DBMS_CLOUD_AI_AGENT.CREATE_TOOL", + keyword_parameters=parameters, + ) + else: + raise + + @classmethod + def create_built_in_tool( + cls, + tool_name: str, + tool_params: ToolParams, + description: Optional[str] = None, + replace: Optional[bool] = False, + ) -> Tool: + """ + Register a built-in tool + + :param str tool_name: The name of the tool + :param select_ai.agent.ToolParams tool_params: + Parameters required by built-in tool + :param str description: Description of the tool + :param bool replace: Whether to replace the existing tool. + Default value is False + + :return: select_ai.agent.Tool + """ + if not isinstance(tool_params, ToolParams): + raise TypeError( + "'tool_params' must be an object of " + "type select_ai.agent.ToolParams" + ) + attributes = ToolAttributes( + tool_params=tool_params, tool_type=ToolType.SQL + ) + tool = cls( + tool_name=tool_name, attributes=attributes, description=description + ) + tool.create(replace=replace) + return tool + + @classmethod + def create_email_notification_tool( + cls, + tool_name: str, + credential_name: str, + recipient: str, + sender: str, + smtp_host: str, + description: Optional[str], + replace: bool = False, + ) -> Tool: + """ + Register an email notification tool + + :param str tool_name: The name of the tool + :param str credential_name: The name of the credential + :param str recipient: The recipient of the email + :param str sender: The sender of the email + :param str smtp_host: The SMTP host of the email server + :param str description: The description of the tool + :param bool replace: Whether to replace the existing tool. + Default value is False + + :return: select_ai.agent.Tool + + """ + email_notification_tool_params = EmailNotificationToolParams( + credential_name=credential_name, + recipient=recipient, + sender=sender, + smtp_host=smtp_host, + ) + return cls.create_built_in_tool( + tool_name=tool_name, + tool_params=email_notification_tool_params, + description=description, + replace=replace, + ) + + @classmethod + def create_http_tool( + cls, + tool_name: str, + credential_name: str, + endpoint: str, + description: Optional[str] = None, + replace: bool = False, + ) -> Tool: + http_tool_params = HTTPToolParams( + credential_name=credential_name, endpoint=endpoint + ) + return cls.create_built_in_tool( + tool_name=tool_name, + tool_params=http_tool_params, + description=description, + replace=replace, + ) + + @classmethod + def create_pl_sql_tool( + cls, + tool_name: str, + function: str, + description: Optional[str] = None, + replace: bool = False, + ) -> Tool: + """ + Create a custom tool to invoke PL/SQL procedure or function + + :param str tool_name: The name of the tool + :param str function: The name of the PL/SQL procedure or function + :param str description: The description of the tool + :param bool replace: Whether to replace existing tool. Default value + is False + + """ + tool_attributes = ToolAttributes(function=function) + tool = cls( + tool_name=tool_name, + attributes=tool_attributes, + description=description, + ) + tool.create(replace=replace) + return tool + + @classmethod + def create_rag_tool( + cls, + tool_name: str, + profile_name: str, + description: Optional[str] = None, + replace: bool = False, + ) -> Tool: + """ + Register a RAG tool, which will use a VectorIndex linked AI Profile + + :param str tool_name: The name of the tool + :param str profile_name: The name of the profile to + use for Vector Index based RAG + :param str description: The description of the tool + :param bool replace: Whether to replace existing tool. Default value + is False + """ + tool_params = RAGToolParams(profile_name=profile_name) + return cls.create_built_in_tool( + tool_name=tool_name, + tool_params=tool_params, + description=description, + replace=replace, + ) + + @classmethod + def create_sql_tool( + cls, + tool_name: str, + profile_name: str, + description: Optional[str] = None, + replace: bool = False, + ) -> Tool: + """ + Register a SQL tool to perform natural language to SQL translation + + :param str tool_name: The name of the tool + :param str profile_name: The name of the profile to use for SQL + translation + :param str description: The description of the tool + :param bool replace: Whether to replace existing tool. Default value + is False + """ + tool_params = SQLToolParams(profile_name=profile_name) + return cls.create_built_in_tool( + tool_name=tool_name, + tool_params=tool_params, + description=description, + replace=replace, + ) + + @classmethod + def create_slack_notification_tool( + cls, + tool_name: str, + credential_name: str, + slack_channel: str, + description: Optional[str] = None, + replace: bool = False, + ) -> Tool: + """ + Register a Slack notification tool + + :param str tool_name: The name of the Slack notification tool + :param str credential_name: The name of the Slack credential + :param str slack_channel: The name of the Slack channel + :param str description: The description of the Slack notification tool + :param bool replace: Whether to replace existing tool. Default value + is False + + """ + slack_notification_tool_params = SlackNotificationToolParams( + credential_name=credential_name, + slack_channel=slack_channel, + ) + return cls.create_built_in_tool( + tool_name=tool_name, + tool_params=slack_notification_tool_params, + description=description, + replace=replace, + ) + + @classmethod + def create_websearch_tool( + cls, + tool_name: str, + credential_name: str, + description: Optional[str], + replace: bool = False, + ) -> Tool: + """ + Register a built-in websearch tool to search information + on the web + + :param str tool_name: The name of the tool + :param str credential_name: The name of the credential object + storing OpenAI credentials + :param str description: The description of the tool + :param bool replace: Whether to replace the existing tool + + """ + web_search_tool_params = WebSearchToolParams( + credential_name=credential_name, + ) + return cls.create_built_in_tool( + tool_name=tool_name, + tool_params=web_search_tool_params, + description=description, + replace=replace, + ) + + def disable(self): + """ + Disable AI Tool + """ + pass + + def delete(self, force: bool = False): + """ + Delete AI Tool from the database + + :param bool force: Force the deletion. Default value is False. + """ + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DROP_TOOL", + keyword_parameters={ + "tool_name": self.tool_name, + "force": force, + }, + ) + + def enable(self): + """ + Enable AI Tool + """ + pass + + @classmethod + def fetch(cls, tool_name: str) -> Tool: + """ + Fetch AI Tool attributes from the Database and build a proxy object in + the Python layer + + :param str tool_name: The name of the AI Task + + :return: select_ai.agent.Tool + + :raises select_ai.errors.AgentToolNotFoundError: + If the AI Tool is not found + + """ + pass + + @classmethod + def list(cls, tool_name_pattern: str = ".*") -> Iterator["Tool"]: + """List AI Tools + + :param str tool_name_pattern: Regular expressions can be used + to specify a pattern. Function REGEXP_LIKE is used to perform the + match. Default value is ".*" i.e. match all tool name. + + :return: Iterator[Tool] + """ + with cursor() as cr: + cr.execute( + LIST_USER_AI_AGENT_TOOLS, + tool_name_pattern=tool_name_pattern, + ) + for row in cr.fetchall(): + tool_name = row[0] + if row[1]: + description = row[1].read() # Oracle.LOB + else: + description = None + attributes = cls._get_attributes(tool_name=tool_name) + yield cls( + tool_name=tool_name, + description=description, + attributes=attributes, + ) diff --git a/src/select_ai/errors.py b/src/select_ai/errors.py index af7dbc9..b4957db 100644 --- a/src/select_ai/errors.py +++ b/src/select_ai/errors.py @@ -71,3 +71,43 @@ def __str__(self): ) else: return f"VectorIndex {self.index_name} not found" + + +class AgentNotFoundError(SelectAIError): + """Agent not found in the database""" + + def __init__(self, agent_name: str): + self.agent_name = agent_name + + def __str__(self): + return f"Agent {self.agent_name} not found" + + +class AgentTaskNotFoundError(SelectAIError): + """Agent task not found in the database""" + + def __init__(self, task_name: str): + self.task_name = task_name + + def __str__(self): + return f"Agent Task {self.task_name} not found" + + +class AgentToolNotFoundError(SelectAIError): + """Agent tool not found in the database""" + + def __init__(self, tool_name: str): + self.tool_name = tool_name + + def __str__(self): + return f"Agent Tool {self.tool_name} not found" + + +class AgentTeamNotFoundError(SelectAIError): + """Agent team not found in the database""" + + def __init__(self, team_name: str): + self.team_name = team_name + + def __str__(self): + return f"Agent Team {self.team_name} not found" diff --git a/src/select_ai/sql.py b/src/select_ai/sql.py index 73447e4..dc00ace 100644 --- a/src/select_ai/sql.py +++ b/src/select_ai/sql.py @@ -7,11 +7,14 @@ GRANT_PRIVILEGES_TO_USER = """ DECLARE - TYPE array_t IS VARRAY(3) OF VARCHAR2(60); + TYPE array_t IS VARRAY(4) OF VARCHAR2(60); v_packages array_t; BEGIN v_packages := array_t( - 'DBMS_CLOUD', 'DBMS_CLOUD_AI', 'DBMS_CLOUD_PIPELINE' + 'DBMS_CLOUD', + 'DBMS_CLOUD_AI', + 'DBMS_CLOUD_AI_AGENT', + 'DBMS_CLOUD_PIPELINE' ); FOR i in 1..v_packages.count LOOP EXECUTE IMMEDIATE @@ -22,11 +25,14 @@ REVOKE_PRIVILEGES_FROM_USER = """ DECLARE - TYPE array_t IS VARRAY(3) OF VARCHAR2(60); + TYPE array_t IS VARRAY(4) OF VARCHAR2(60); v_packages array_t; BEGIN v_packages := array_t( - 'DBMS_CLOUD', 'DBMS_CLOUD_AI', 'DBMS_CLOUD_PIPELINE' + 'DBMS_CLOUD', + 'DBMS_CLOUD_AI', + 'DBMS_CLOUD_AI_AGENT', + 'DBMS_CLOUD_PIPELINE' ); FOR i in 1..v_packages.count LOOP EXECUTE IMMEDIATE From 7a46bf2dfad46bf382e8e70fb871f8522892e5c3 Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Thu, 9 Oct 2025 08:11:43 -0700 Subject: [PATCH 02/21] Added more samples for AI agent --- doc/source/user_guide/agent.rst | 20 ++++-- samples/agent/websearch_agent.py | 101 +++++++++++++++++++++++++++++++ samples/enable_ai_provider.py | 2 +- src/select_ai/agent/task.py | 24 +++++++- src/select_ai/agent/team.py | 24 ++++++-- src/select_ai/agent/tool.py | 10 ++- 6 files changed, 166 insertions(+), 15 deletions(-) create mode 100644 samples/agent/websearch_agent.py diff --git a/doc/source/user_guide/agent.rst b/doc/source/user_guide/agent.rst index 44aaa99..8d8971d 100644 --- a/doc/source/user_guide/agent.rst +++ b/doc/source/user_guide/agent.rst @@ -46,22 +46,30 @@ Python layer and persist the tool in the Database using - ``smtp_host`` * - ``HTTP`` - ``select_ai.agent.Tool.create_http_tool`` - - ``tool_name``, ``credential_name``, ``endpoint`` + - - ``tool_name`` + - ``credential_name`` + - ``endpoint`` * - ``SQL`` - ``select_ai.agent.Tool.create_sql_tool`` - - ``tool_name``, ``profile_name`` + - - ``tool_name`` + - ``profile_name`` * - ``SLACK`` - ``select_ai.agent.Tool.create_slack_notification_tool`` - - ``tool_name``, ``credential_name``, ``slack_channel`` + - - ``tool_name`` + - ``credential_name`` + - ``slack_channel`` * - ``WEBSEARCH`` - ``select_ai.agent.Tool.create_websearch_tool`` - - ``tool_name``, ``credential_name`` + - - ``tool_name`` + - ``credential_name`` * - ``PL/SQL custom tool`` - ``select_ai.agent.Tool.create_pl_sql_tool`` - - ``tool_name``, ``function`` + - - ``tool_name`` + - ``function`` * - ``RAG`` - ``select_ai.agent.Tool.create_rag_tool`` - - ``tool_name``, ``profile_name`` + - - ``tool_name`` + - ``profile_name`` .. latex:clearpage:: diff --git a/samples/agent/websearch_agent.py b/samples/agent/websearch_agent.py new file mode 100644 index 0000000..3bfca76 --- /dev/null +++ b/samples/agent/websearch_agent.py @@ -0,0 +1,101 @@ +import os + +import select_ai +from select_ai.agent import ( + Agent, + AgentAttributes, + Task, + TaskAttributes, + Team, + TeamAttributes, + Tool, +) + +OPEN_AI_CREDENTIAL_NAME = "OPENAI_CRED" +OPEN_AI_PROFILE_NAME = "OPENAI_PROFILE" +SELECT_AI_AGENT_NAME = "WEB_SEARCH_AGENT" +SELECT_AI_TASK_NAME = "WEB_SEARCH_TASK" +SELECT_AI_TOOL_NAME = "WEB_SEARCH_TOOL" +SELECT_AI_TEAM_NAME = "WEB_SEARCH_TEAM" + +USER_QUERIES = { + "d917b055-e8a1-463a-a489-d4328a7b2210": "What are the key features for the product highlighted at this URL https://www.oracle.com/artificial-intelligence/database-machine-learning", + "c2e3ff20-f56d-40e7-987c-cc72740c75a5": "What is the main topic at this URL https://www.oracle.com/artificial-intelligence/database-machine-learning", + "25e23a25-07b9-4ed7-be11-f7e5e445d286": "What is the main topic at this URL https://openai.com", +} + +# connect +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") +select_ai.connect(user=user, password=password, dsn=dsn) + +# Create Open AI credential +select_ai.create_credential( + credential={ + "credential_name": OPEN_AI_CREDENTIAL_NAME, + "username": "OPENAI", + "password": os.getenv("OPEN_AI_API_KEY"), + }, + replace=True, +) +print("Created credential: ", OPEN_AI_CREDENTIAL_NAME) + +# # Create Open AI Profile +profile = select_ai.Profile( + profile_name=OPEN_AI_PROFILE_NAME, + attributes=select_ai.ProfileAttributes( + credential_name=OPEN_AI_CREDENTIAL_NAME, + provider=select_ai.OpenAIProvider(model="gpt-4.1"), + ), + description="My Open AI Profile", + replace=True, +) +print("Created profile: ", OPEN_AI_PROFILE_NAME) + +# Create an AI Agent team +team = Team( + team_name=SELECT_AI_TEAM_NAME, + attributes=TeamAttributes( + agents=[{"name": SELECT_AI_AGENT_NAME, "task": SELECT_AI_TASK_NAME}] + ), +) +team.create(replace=True) + +# Agent +agent = Agent( + agent_name=SELECT_AI_AGENT_NAME, + attributes=AgentAttributes( + profile_name=OPEN_AI_PROFILE_NAME, + enable_human_tool=False, + role="You are a specialized web search agent that can access web page contents and respond to questions based on its content.", + ), +) +agent.create(replace=True) + +# Task +task = Task( + task_name=SELECT_AI_TASK_NAME, + attributes=TaskAttributes( + instruction="Answer the user question about the provided URL:{query}", + enable_human_tool=False, + tools=[SELECT_AI_TOOL_NAME], + ), +) +task.create(replace=True) + +# Tool +web_search_tool = Tool.create_websearch_tool( + tool_name=SELECT_AI_TOOL_NAME, + credential_name=OPEN_AI_CREDENTIAL_NAME, + description="Web Search Tool using OpenAI", + replace=True, +) +print("Created tool: ", SELECT_AI_TOOL_NAME) + +# Run the Agent Team +for conversation_id, prompt in USER_QUERIES.items(): + response = team.run( + prompt=prompt, params={"conversation_id": conversation_id} + ) + print(response) diff --git a/samples/enable_ai_provider.py b/samples/enable_ai_provider.py index 6391062..5b94585 100644 --- a/samples/enable_ai_provider.py +++ b/samples/enable_ai_provider.py @@ -23,6 +23,6 @@ select_ai.connect(user=admin_user, password=password, dsn=dsn) select_ai.enable_provider( - users=select_ai_user, provider_endpoint="*.openai.azure.com" + users=select_ai_user, provider_endpoint="api.OPENAI.com" ) print("Enabled AI provider for user: ", select_ai_user) diff --git a/src/select_ai/agent/task.py b/src/select_ai/agent/task.py index 20bd178..5a71328 100644 --- a/src/select_ai/agent/task.py +++ b/src/select_ai/agent/task.py @@ -8,7 +8,15 @@ import json from abc import ABC from dataclasses import dataclass -from typing import AsyncGenerator, Iterator, List, Mapping, Optional, Union +from typing import ( + Any, + AsyncGenerator, + Iterator, + List, + Mapping, + Optional, + Union, +) import oracledb @@ -168,9 +176,15 @@ def delete(self, force: bool = False): ) def disable(self): + """ + Disable AI Task + """ pass def enable(self): + """ + Enable AI Task + """ pass @classmethod @@ -217,9 +231,15 @@ def fetch(cls, task_name: str) -> "Task": pass def set_attributes(self, attributes: TaskAttributes): + """ + Set AI Task attributes + """ pass - def set_attribute(self): + def set_attribute(self, attribute_name: str, attribute_value: Any): + """ + Set a single AI Task attribute specified using name and value + """ pass diff --git a/src/select_ai/agent/team.py b/src/select_ai/agent/team.py index 9512776..8668396 100644 --- a/src/select_ai/agent/team.py +++ b/src/select_ai/agent/team.py @@ -168,9 +168,15 @@ def delete(self, force: Optional[bool] = False): ) def disable(self): + """ + Disable the AI agent team + """ pass def enable(self): + """ + Enable the AI agent team + """ pass @classmethod @@ -232,11 +238,12 @@ def run(self, prompt: str = None, params: Mapping = None): WAITING_FOR_HUMAN state, the input serves as the human response. :param Mapping[str, str] params: Optional parameters for the task. - This supports: - 1) conversation_id: Identifies the conversation session associated - with the agent team - 2) variables: key-value pairs that provide additional input to - the agent team. + Currently, the following parameters are supported: + + - conversation_id: Identifies the conversation session associated + with the agent team + + - variables: key-value pairs that provide additional input to the agent team. """ parameters = { @@ -260,7 +267,14 @@ def run(self, prompt: str = None, params: Mapping = None): return result def set_attributes(self, attributes: TeamAttributes) -> None: + """ + Set the attributes of the AI Agent team + """ pass def set_attribute(self, attribute_name: str, attribute_value: Any) -> None: + """ + Set the attribute of the AI Agent team specified by + `attribute_name` and `attribute_value`. + """ pass diff --git a/src/select_ai/agent/tool.py b/src/select_ai/agent/tool.py index c7e31e9..001c47d 100644 --- a/src/select_ai/agent/tool.py +++ b/src/select_ai/agent/tool.py @@ -315,6 +315,7 @@ def create_built_in_tool( cls, tool_name: str, tool_params: ToolParams, + tool_type: ToolType, description: Optional[str] = None, replace: Optional[bool] = False, ) -> Tool: @@ -324,6 +325,7 @@ def create_built_in_tool( :param str tool_name: The name of the tool :param select_ai.agent.ToolParams tool_params: Parameters required by built-in tool + :param select_ai.agent.ToolType tool_type: The built-in tool type :param str description: Description of the tool :param bool replace: Whether to replace the existing tool. Default value is False @@ -336,7 +338,7 @@ def create_built_in_tool( "type select_ai.agent.ToolParams" ) attributes = ToolAttributes( - tool_params=tool_params, tool_type=ToolType.SQL + tool_params=tool_params, tool_type=tool_type ) tool = cls( tool_name=tool_name, attributes=attributes, description=description @@ -378,6 +380,7 @@ def create_email_notification_tool( ) return cls.create_built_in_tool( tool_name=tool_name, + tool_type=ToolType.EMAIL, tool_params=email_notification_tool_params, description=description, replace=replace, @@ -397,6 +400,7 @@ def create_http_tool( ) return cls.create_built_in_tool( tool_name=tool_name, + tool_type=ToolType.HTTP, tool_params=http_tool_params, description=description, replace=replace, @@ -450,6 +454,7 @@ def create_rag_tool( tool_params = RAGToolParams(profile_name=profile_name) return cls.create_built_in_tool( tool_name=tool_name, + tool_type=ToolType.RAG, tool_params=tool_params, description=description, replace=replace, @@ -476,6 +481,7 @@ def create_sql_tool( tool_params = SQLToolParams(profile_name=profile_name) return cls.create_built_in_tool( tool_name=tool_name, + tool_type=ToolType.SQL, tool_params=tool_params, description=description, replace=replace, @@ -507,6 +513,7 @@ def create_slack_notification_tool( ) return cls.create_built_in_tool( tool_name=tool_name, + tool_type=ToolType.SLACK, tool_params=slack_notification_tool_params, description=description, replace=replace, @@ -536,6 +543,7 @@ def create_websearch_tool( ) return cls.create_built_in_tool( tool_name=tool_name, + tool_type=ToolType.WEBSEARCH, tool_params=web_search_tool_params, description=description, replace=replace, From 4ecd2cd43c8e0eb741e9b32a44ec30e755530d15 Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Mon, 13 Oct 2025 20:12:32 -0700 Subject: [PATCH 03/21] removed imports added by AI --- doc/source/user_guide/agent.rst | 37 +++++++++++++++++++++++++++++++++ samples/agent/tool_create.py | 13 ++++++------ src/select_ai/agent/core.py | 1 - src/select_ai/agent/tool.py | 19 ++++++++--------- src/select_ai/vector_index.py | 12 +++++++++++ src/select_ai/version.py | 2 +- 6 files changed, 65 insertions(+), 19 deletions(-) diff --git a/doc/source/user_guide/agent.rst b/doc/source/user_guide/agent.rst index 8d8971d..5dbd7dd 100644 --- a/doc/source/user_guide/agent.rst +++ b/doc/source/user_guide/agent.rst @@ -11,6 +11,7 @@ agents and run teams from Python using the existing select_ai connection objects - Group agents into teams and invoke them with a single API call +.. latex:clearpage:: ******** ``Tool`` @@ -96,6 +97,8 @@ language translation to SQL using an OCI AI profile :language: python :lines: 14- +.. latex:clearpage:: + output:: MOVIE_SQL_TOOL @@ -255,3 +258,37 @@ Run Team output:: To list the movies, you can use the SQL query: SELECT m.* FROM "SPARK_DB_USER"."MOVIE" m. + +.. latex:clearpage:: + +***************** +AI agent examples +***************** + +Web Search Agent using OpenAI's GPT model ++++++++++++++++++++++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/agent/websearch_agent.py + :language: python + +output:: + + Created credential: OPENAI_CRED + Created profile: OPENAI_PROFILE + Created tool: WEB_SEARCH_TOOL + The key features of Oracle Database Machine Learning, as highlighted on the Oracle website, include: + + - In-database machine learning: Build, train, and deploy machine learning models directly inside the Oracle Database, eliminating the need to move data. + - Support for multiple languages: Use SQL, Python, and R for machine learning tasks, allowing flexibility for data scientists and developers. + - Automated machine learning (AutoML): Automates feature selection, model selection, and hyperparameter tuning to speed up model development. + - Scalability and performance: Utilizes Oracle Database’s scalability, security, and high performance for machine learning workloads. + - Integration with Oracle Cloud: Seamlessly integrates with Oracle Cloud Infrastructure for scalable and secure deployment. + - Security and governance: Inherits Oracle Database’s robust security, data privacy, and governance features. + - Prebuilt algorithms: Offers a wide range of in-database algorithms for classification, regression, clustering, anomaly detection, and more. + - No data movement: Keeps data secure and compliant by performing analytics and machine learning where the data resides. + + These features enable organizations to operationalize machine learning at scale, improve productivity, and maintain data security and compliance. + + The main topic at the URL https://www.oracle.com/artificial-intelligence/database-machine-learning is Oracle's database machine learning capabilities, specifically how Oracle integrates artificial intelligence and machine learning features directly into its database products. The page highlights how users can leverage these built-in AI and ML tools to analyze data, build predictive models, and enhance business applications without moving data outside the Oracle Database environment. + + The main topic of the website https://openai.com is artificial intelligence research and development. OpenAI focuses on creating and promoting advanced AI technologies, including products like ChatGPT, and provides information about their research, products, and mission to ensure that artificial general intelligence benefits all of humanity. diff --git a/samples/agent/tool_create.py b/samples/agent/tool_create.py index a3cd519..e3dfb59 100644 --- a/samples/agent/tool_create.py +++ b/samples/agent/tool_create.py @@ -23,11 +23,6 @@ select_ai.connect(user=user, password=password, dsn=dsn) -provider = select_ai.OCIGenAIProvider( - region="us-chicago-1", - oci_apiformat="GENERIC", - model="meta.llama-4-maverick-17b-128e-instruct-fp8", -) profile_attributes = select_ai.ProfileAttributes( credential_name="my_oci_ai_profile_key", object_list=[ @@ -35,7 +30,11 @@ {"owner": user, "name": "ACTOR"}, {"owner": user, "name": "DIRECTOR"}, ], - provider=provider, + provider=select_ai.OCIGenAIProvider( + region="us-chicago-1", + oci_apiformat="GENERIC", + model="meta.llama-4-maverick-17b-128e-instruct-fp8", + ), ) profile = select_ai.Profile( profile_name="LLAMA_4_MAVERICK", @@ -49,7 +48,7 @@ sql_tool = select_ai.agent.Tool.create_sql_tool( tool_name="MOVIE_SQL_TOOL", description="My Select AI MOVIE SQL agent tool", - profile_name="oci_ai_profile", + profile_name="LLAMA_4_MAVERICK", replace=True, ) print(sql_tool.tool_name) diff --git a/src/select_ai/agent/core.py b/src/select_ai/agent/core.py index 3af26cc..fb818da 100644 --- a/src/select_ai/agent/core.py +++ b/src/select_ai/agent/core.py @@ -19,7 +19,6 @@ ) import oracledb -from docutils.nodes import description from select_ai import BaseProfile from select_ai._abc import SelectAIDataClass diff --git a/src/select_ai/agent/tool.py b/src/select_ai/agent/tool.py index 001c47d..807ace8 100644 --- a/src/select_ai/agent/tool.py +++ b/src/select_ai/agent/tool.py @@ -11,7 +11,6 @@ from typing import AsyncGenerator, Iterator, List, Mapping, Optional, Union import oracledb -from oci.generative_ai_agent.models import Tool from select_ai import BaseProfile from select_ai._abc import SelectAIDataClass @@ -318,7 +317,7 @@ def create_built_in_tool( tool_type: ToolType, description: Optional[str] = None, replace: Optional[bool] = False, - ) -> Tool: + ) -> "Tool": """ Register a built-in tool @@ -356,7 +355,7 @@ def create_email_notification_tool( smtp_host: str, description: Optional[str], replace: bool = False, - ) -> Tool: + ) -> "Tool": """ Register an email notification tool @@ -394,7 +393,7 @@ def create_http_tool( endpoint: str, description: Optional[str] = None, replace: bool = False, - ) -> Tool: + ) -> "Tool": http_tool_params = HTTPToolParams( credential_name=credential_name, endpoint=endpoint ) @@ -413,7 +412,7 @@ def create_pl_sql_tool( function: str, description: Optional[str] = None, replace: bool = False, - ) -> Tool: + ) -> "Tool": """ Create a custom tool to invoke PL/SQL procedure or function @@ -440,7 +439,7 @@ def create_rag_tool( profile_name: str, description: Optional[str] = None, replace: bool = False, - ) -> Tool: + ) -> "Tool": """ Register a RAG tool, which will use a VectorIndex linked AI Profile @@ -467,7 +466,7 @@ def create_sql_tool( profile_name: str, description: Optional[str] = None, replace: bool = False, - ) -> Tool: + ) -> "Tool": """ Register a SQL tool to perform natural language to SQL translation @@ -495,7 +494,7 @@ def create_slack_notification_tool( slack_channel: str, description: Optional[str] = None, replace: bool = False, - ) -> Tool: + ) -> "Tool": """ Register a Slack notification tool @@ -526,7 +525,7 @@ def create_websearch_tool( credential_name: str, description: Optional[str], replace: bool = False, - ) -> Tool: + ) -> "Tool": """ Register a built-in websearch tool to search information on the web @@ -577,7 +576,7 @@ def enable(self): pass @classmethod - def fetch(cls, tool_name: str) -> Tool: + def fetch(cls, tool_name: str) -> "Tool": """ Fetch AI Tool attributes from the Database and build a proxy object in the Python layer diff --git a/src/select_ai/vector_index.py b/src/select_ai/vector_index.py index 169601f..3186162 100644 --- a/src/select_ai/vector_index.py +++ b/src/select_ai/vector_index.py @@ -24,6 +24,16 @@ LIST_USER_VECTOR_INDEXES, ) +UNMODIFIABLE_VECTOR_INDEX_ATTRIBUTES = ( + "location", + "chunk_size", + "chunk_overlap", + "pipeline_name", + "vector_dimension", + "vector_table_name", + "vector_distance_metric", +) + class VectorDBProvider(StrEnum): ORACLE = "oracle" @@ -170,6 +180,8 @@ def _get_attributes(index_name: str) -> VectorIndexAttributes: :return: select_ai.VectorIndexAttributes :raises: VectorIndexNotFoundError """ + if index_name is None: + raise AttributeError("'index_name' is required") with cursor() as cr: cr.execute( GET_USER_VECTOR_INDEX_ATTRIBUTES, index_name=index_name.upper() diff --git a/src/select_ai/version.py b/src/select_ai/version.py index 07ca7c8..3c1bdbd 100644 --- a/src/select_ai/version.py +++ b/src/select_ai/version.py @@ -5,4 +5,4 @@ # http://oss.oracle.com/licenses/upl. # ----------------------------------------------------------------------------- -__version__ = "1.1.0" +__version__ = "1.2.0rc1" From 9df1a404cb15bc52386b6ef57320738cb1d4d8ed Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Mon, 13 Oct 2025 20:26:50 -0700 Subject: [PATCH 04/21] fix sample script --- samples/agent/team_create.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/samples/agent/team_create.py b/samples/agent/team_create.py index 7e2a445..bc95762 100644 --- a/samples/agent/team_create.py +++ b/samples/agent/team_create.py @@ -16,19 +16,18 @@ select_ai.connect(user=user, password=password, dsn=dsn) # Team -team_attributes = TeamAttributes( - agents=[{"name": "MOVIE_ANALYST", "task": "ANALYZE_MOVIE_TASK"}], - process="sequential", -) team = Team( team_name="MOVIE_AGENT_TEAM", - attributes=team_attributes, + attributes=TeamAttributes( + agents=[{"name": "MOVIE_ANALYST", "task": "ANALYZE_MOVIE_TASK"}], + process="sequential", + ), ) team.create(enabled=True, replace=True) print( team.run( - prompt="Could list the movies in the database?", + prompt="Could you list the movies in the database?", params={"conversation_id": conversation_id}, ) ) From 9f20813fea748ff0f895a702a135c054cb95995f Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 21 Oct 2025 00:19:44 -0700 Subject: [PATCH 05/21] Migrating tests to pytest --- .gitignore | 1 + pyproject.toml | 12 ++ src/select_ai/__init__.py | 13 +- src/select_ai/async_profile.py | 4 +- src/select_ai/privilege.py | 135 ++++++++++++++ src/select_ai/profile.py | 4 +- src/select_ai/provider.py | 98 ---------- src/select_ai/vector_index.py | 33 +--- tests/conftest.py | 155 ++++++++++++++++ tests/create_schema.py | 76 ++++++++ tests/test_1000_basic_sanity.py | 111 +++++++++++ tests/test_1100_basic_sanity_async.py | 114 ++++++++++++ tests/test_1200_profile.py | 243 ++++++++++++++++++++++++ tests/test_1300_profile_async.py | 255 ++++++++++++++++++++++++++ 14 files changed, 1122 insertions(+), 132 deletions(-) create mode 100644 src/select_ai/privilege.py create mode 100644 tests/conftest.py create mode 100644 tests/create_schema.py create mode 100644 tests/test_1000_basic_sanity.py create mode 100644 tests/test_1100_basic_sanity_async.py create mode 100644 tests/test_1200_profile.py create mode 100644 tests/test_1300_profile_async.py diff --git a/.gitignore b/.gitignore index 1809517..0dabdcf 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,4 @@ doc/drawio **/__pycache__ test.env test_19c.env +pytest.env diff --git a/pyproject.toml b/pyproject.toml index 6953244..a02d3cc 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,6 +43,12 @@ dependencies = [ "pandas==2.2.3" ] +[project.optional-dependencies] +test = [ + "anyio", + "pytest", +] + [project.urls] Homepage = "https://github.com/oracle/python-select-ai" Repository = "https://github.com/oracle/python-select-ai" @@ -64,3 +70,9 @@ required-version = 24 line-length = 79 target-version = "py39" per-file-ignores = { "__init__.py" = ["F401"] } + +[tool.pytest.ini_options] +minversion = "8.3.0" +testpaths = [ + "tests" +] diff --git a/src/select_ai/__init__.py b/src/select_ai/__init__.py index 54b50fb..16f7174 100644 --- a/src/select_ai/__init__.py +++ b/src/select_ai/__init__.py @@ -29,6 +29,15 @@ disconnect, is_connected, ) +from .errors import * +from .privilege import ( + async_grant_http_access, + async_grant_privileges, + async_revoke_http_access, + grant_http_access, + grant_privileges, + revoke_http_access, +) from .profile import Profile from .provider import ( AnthropicProvider, @@ -40,10 +49,6 @@ OCIGenAIProvider, OpenAIProvider, Provider, - async_disable_provider, - async_enable_provider, - disable_provider, - enable_provider, ) from .synthetic_data import ( SyntheticDataAttributes, diff --git a/src/select_ai/async_profile.py b/src/select_ai/async_profile.py index d41d304..0439153 100644 --- a/src/select_ai/async_profile.py +++ b/src/select_ai/async_profile.py @@ -74,7 +74,7 @@ async def _init_profile(self): if self.raise_error_if_exists: raise ProfileExistsError(self.profile_name) - if self.description is None: + if self.description is None and not self.replace: self.description = await self._get_profile_description( profile_name=self.profile_name ) @@ -307,7 +307,7 @@ async def list( rows = await cr.fetchall() for row in rows: profile_name = row[0] - description = row[1] + description = await row[1].read() if row[1] else None attributes = await cls._get_attributes( profile_name=profile_name ) diff --git a/src/select_ai/privilege.py b/src/select_ai/privilege.py new file mode 100644 index 0000000..ebf1410 --- /dev/null +++ b/src/select_ai/privilege.py @@ -0,0 +1,135 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- +from typing import List, Union + +from .db import async_cursor, cursor +from .sql import ( + DISABLE_AI_PROFILE_DOMAIN_FOR_USER, + ENABLE_AI_PROFILE_DOMAIN_FOR_USER, + GRANT_PRIVILEGES_TO_USER, + REVOKE_PRIVILEGES_FROM_USER, +) + + +async def async_grant_privileges(users: Union[str, List[str]]): + """ + This method grants execute privilege on the packages DBMS_CLOUD, + DBMS_CLOUD_AI, DBMS_CLOUD_AI_AGENT and DBMS_CLOUD_PIPELINE. + + """ + if isinstance(users, str): + users = [users] + + async with async_cursor() as cr: + for user in users: + await cr.execute(GRANT_PRIVILEGES_TO_USER.format(user.strip())) + + +async def async_revoke_privileges(users: Union[str, List[str]]): + """ + This method revokes execute privilege on the packages DBMS_CLOUD, + DBMS_CLOUD_AI, DBMS_CLOUD_AI_AGENT and DBMS_CLOUD_PIPELINE. + + """ + if isinstance(users, str): + users = [users] + + async with async_cursor() as cr: + for user in users: + await cr.execute(REVOKE_PRIVILEGES_FROM_USER.format(user.strip())) + + +async def async_grant_http_access( + users: Union[str, List[str]], + provider_endpoint: str, +): + """ + Async method to add ACL for HTTP access. + """ + if isinstance(users, str): + users = [users] + + async with async_cursor() as cr: + for user in users: + await cr.execute( + ENABLE_AI_PROFILE_DOMAIN_FOR_USER, + user=user, + host=provider_endpoint, + ) + + +async def async_revoke_http_access( + users: Union[str, List[str]], + provider_endpoint: str, +): + """ + Async method to remove ACL for HTTP access. + """ + if isinstance(users, str): + users = [users] + + async with async_cursor() as cr: + for user in users: + await cr.execute( + DISABLE_AI_PROFILE_DOMAIN_FOR_USER, + user=user, + host=provider_endpoint, + ) + + +def grant_privileges(users: Union[str, List[str]]): + """ + This method grants execute privilege on the packages DBMS_CLOUD, + DBMS_CLOUD_AI, DBMS_CLOUD_AI_AGENT and DBMS_CLOUD_PIPELINE + """ + if isinstance(users, str): + users = [users] + with cursor() as cr: + for user in users: + cr.execute(GRANT_PRIVILEGES_TO_USER.format(user.strip())) + + +def revoke_privileges(users: Union[str, List[str]]): + """ + This method revokes execute privilege on the packages DBMS_CLOUD, + DBMS_CLOUD_AI, DBMS_CLOUD_AI_AGENT and DBMS_CLOUD_PIPELINE. + """ + if isinstance(users, str): + users = [users] + with cursor() as cr: + for user in users: + cr.execute(REVOKE_PRIVILEGES_FROM_USER.format(user.strip())) + + +def grant_http_access(users: Union[str, List[str]], provider_endpoint: str): + """ + Adds ACL entry for HTTP access + """ + if isinstance(users, str): + users = [users] + with cursor() as cr: + for user in users: + cr.execute( + ENABLE_AI_PROFILE_DOMAIN_FOR_USER, + user=user, + host=provider_endpoint, + ) + + +def revoke_http_access(users: Union[str, List[str]], provider_endpoint: str): + """ + Removes ACL entry for HTTP access + """ + if isinstance(users, str): + users = [users] + with cursor() as cr: + for user in users: + cr.execute( + DISABLE_AI_PROFILE_DOMAIN_FOR_USER, + user=user, + host=provider_endpoint, + ) diff --git a/src/select_ai/profile.py b/src/select_ai/profile.py index 4e59453..8dafa9e 100644 --- a/src/select_ai/profile.py +++ b/src/select_ai/profile.py @@ -63,7 +63,7 @@ def _init_profile(self) -> None: if self.raise_error_if_exists: raise ProfileExistsError(self.profile_name) - if self.description is None: + if self.description is None and not self.replace: self.description = self._get_profile_description( profile_name=self.profile_name ) @@ -280,7 +280,7 @@ def list( ) for row in cr.fetchall(): profile_name = row[0] - description = row[1] + description = row[1].read() if row[1] else None attributes = cls._get_attributes(profile_name=profile_name) yield cls( profile_name=profile_name, diff --git a/src/select_ai/provider.py b/src/select_ai/provider.py index cb87c13..a023abe 100644 --- a/src/select_ai/provider.py +++ b/src/select_ai/provider.py @@ -193,101 +193,3 @@ class AnthropicProvider(Provider): provider_name: str = ANTHROPIC provider_endpoint = "api.anthropic.com" - - -@enforce_types -async def async_enable_provider( - users: Union[str, List[str]], provider_endpoint: str = None -): - """ - Async API to enable AI profile for database users. - - This method grants execute privilege on the packages DBMS_CLOUD, - DBMS_CLOUD_AI and DBMS_CLOUD_PIPELINE. It also enables the database - user to invoke the AI Provider (LLM) endpoint - - """ - if isinstance(users, str): - users = [users] - - async with async_cursor() as cr: - for user in users: - await cr.execute(GRANT_PRIVILEGES_TO_USER.format(user.strip())) - if provider_endpoint: - await cr.execute( - ENABLE_AI_PROFILE_DOMAIN_FOR_USER, - user=user, - host=provider_endpoint, - ) - - -@enforce_types -async def async_disable_provider( - users: Union[str, List[str]], provider_endpoint: str = None -): - """ - Async API to disable AI profile for database users - - Disables AI provider for the user. This method revokes execute privilege - on the packages DBMS_CLOUD, DBMS_CLOUD_AI and DBMS_CLOUD_PIPELINE. It - also disables the user to invoke the AI Provider (LLM) endpoint - """ - if isinstance(users, str): - users = [users] - - async with async_cursor() as cr: - for user in users: - await cr.execute(REVOKE_PRIVILEGES_FROM_USER.format(user.strip())) - if provider_endpoint: - await cr.execute( - DISABLE_AI_PROFILE_DOMAIN_FOR_USER, - user=user, - host=provider_endpoint, - ) - - -@enforce_types -def enable_provider( - users: Union[str, List[str]], provider_endpoint: str = None -): - """ - Enables AI profile for the user. This method grants execute privilege - on the packages DBMS_CLOUD, DBMS_CLOUD_AI and DBMS_CLOUD_PIPELINE. It - also enables the user to invoke the AI Provider (LLM) endpoint - """ - if isinstance(users, str): - users = [users] - - with cursor() as cr: - for user in users: - cr.execute(GRANT_PRIVILEGES_TO_USER.format(user.strip())) - if provider_endpoint: - cr.execute( - ENABLE_AI_PROFILE_DOMAIN_FOR_USER, - user=user, - host=provider_endpoint, - ) - - -@enforce_types -def disable_provider( - users: Union[str, List[str]], provider_endpoint: str = None -): - """ - Disables AI provider for the user. This method revokes execute privilege - on the packages DBMS_CLOUD, DBMS_CLOUD_AI and DBMS_CLOUD_PIPELINE. It - also disables the user to invoke the AI(LLM) endpoint - - """ - if isinstance(users, str): - users = [users] - - with cursor() as cr: - for user in users: - cr.execute(REVOKE_PRIVILEGES_FROM_USER.format(user.strip())) - if provider_endpoint: - cr.execute( - DISABLE_AI_PROFILE_DOMAIN_FOR_USER, - user=user, - host=provider_endpoint, - ) diff --git a/src/select_ai/vector_index.py b/src/select_ai/vector_index.py index 3186162..9745604 100644 --- a/src/select_ai/vector_index.py +++ b/src/select_ai/vector_index.py @@ -81,17 +81,15 @@ class VectorIndexAttributes(SelectAIDataClass): to store vector embeddings and chunked data """ - chunk_size: Optional[int] = 1024 - chunk_overlap: Optional[int] = 128 + chunk_size: Optional[int] = None + chunk_overlap: Optional[int] = None location: Optional[str] = None - match_limit: Optional[int] = 5 + match_limit: Optional[int] = None object_storage_credential_name: Optional[str] = None profile_name: Optional[str] = None - refresh_rate: Optional[int] = 1440 - similarity_threshold: Optional[float] = 0 - vector_distance_metric: Optional[VectorDistanceMetric] = ( - VectorDistanceMetric.COSINE - ) + refresh_rate: Optional[int] = None + similarity_threshold: Optional[float] = None + vector_distance_metric: Optional[VectorDistanceMetric] = None vector_db_endpoint: Optional[str] = None vector_db_credential_name: Optional[str] = None vector_db_provider: Optional[VectorDBProvider] = None @@ -99,23 +97,6 @@ class VectorIndexAttributes(SelectAIDataClass): vector_table_name: Optional[str] = None pipeline_name: Optional[str] = None - def json(self, exclude_null=True, for_update=False): - attributes = self.dict(exclude_null=exclude_null) - attributes.pop("pipeline_name", None) - # Currently, the following are unmodifiable - unmodifiable = [ - "location", - "chunk_size", - "chunk_overlap", - "vector_dimension", - "vector_table_name", - "vector_distance_metric", - ] - if for_update: - for key in unmodifiable: - attributes.pop(key, None) - return json.dumps(attributes) - @classmethod def create(cls, *, vector_db_provider: Optional[str] = None, **kwargs): for subclass in cls.__subclasses__(): @@ -364,7 +345,7 @@ def set_attributes( parameters = {"index_name": self.index_name} if attributes: - parameters["attributes"] = attributes.json(for_update=True) + parameters["attributes"] = attributes.json() self.attributes = attributes else: setattr(self.attributes, attribute_name, attribute_value) diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 0000000..49d48b6 --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,155 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# Set values in environment variables +# +# PYSAI_TEST_USER: user to run select ai operations +# PYSAI_TEST_USER_PASSWORD: user's password to run select ai operations +# PYSAI_TEST_ADMIN_USER: administrative user for test suite +# PYSAI_TEST_ADMIN_PASSWORD: administrative password for test suite +# PYSAI_TEST_CONNECT_STRING: connect string for test suite +# PYSAI_TEST_WALLET_LOCATION: location of wallet file (thin mode, mTLS) +# PYSAI_TEST_WALLET_PASSWORD: password for wallet file (thin mode, mTLS) +# +# OCI Gen AI +# PYSAI_TEST_OCI_USER_OCID +# PYSAI_TEST_OCI_TENANCY_OCID +# PYSAI_TEST_OCI_PRIVATE_KEY +# PYSAI_TEST_OCI_FINGERPRINT +# PYSAI_TEST_OCI_COMPARTMENT_ID +# +# OpenAI +# PYSAI_TEST_OPENAI_API_KEY + + +import os + +import pytest +import select_ai + +PYSAI_TEST_USER = "PYSAI_TEST_USER" +PYSAI_OCI_CREDENTIAL_NAME = "PYSAI_OCI_CREDENTIAL" + + +def get_env_value(name, default_value=None, required=False): + """ + Returns the value of the environment variable if it is present and the + default value if it is not. If marked as required, the test suite will + immediately fail. + """ + env_name = f"PYSAI_TEST_{name}" + value = os.environ.get(env_name) + if value is None: + if required: + msg = f"missing value for environment variable {env_name}" + pytest.exit(msg, 1) + return default_value + return value + + +class TestEnv: + + def __init__(self): + self.test_user = get_env_value("USER", default_value="PYSAI_TEST_USER") + self.test_user_password = get_env_value("USER_PASSWORD", required=True) + self.connect_string = get_env_value("CONNECT_STRING", required=True) + self.admin_user = get_env_value("ADMIN_USER", default_value="admin") + self.admin_password = get_env_value("ADMIN_PASSWORD") + self.wallet_location = get_env_value("WALLET_LOCATION") + self.wallet_password = get_env_value("WALLET_PASSWORD") + + def connect_params(self, admin: bool = False): + """ + Returns connect params + """ + user = self.admin_user if admin else self.test_user + password = self.admin_password if admin else self.test_user_password + connect_params = { + "user": user, + "password": password, + "dsn": self.connect_string, + "wallet_location": self.wallet_location, + "wallet_password": self.wallet_password, + "config_dir": self.wallet_location, + } + return connect_params + + +@pytest.fixture(scope="session") +def anyio_backend(): + return "asyncio" + + +@pytest.fixture(scope="session") +def test_env(pytestconfig): + env = TestEnv() + return env + + +@pytest.fixture(autouse=True, scope="session") +def setup_test_user(test_env): + select_ai.connect(**test_env.connect_params(admin=True)) + select_ai.grant_privileges(users=[test_env.test_user]) + select_ai.grant_http_access( + users=[test_env.test_user], + provider_endpoint=select_ai.OpenAIProvider.provider_endpoint, + ) + select_ai.disconnect() + + +@pytest.fixture(autouse=True, scope="session") +def connect(setup_test_user, test_env): + select_ai.connect(**test_env.connect_params()) + yield + select_ai.disconnect() + + +@pytest.fixture(autouse=True, scope="session") +async def async_connect(setup_test_user, test_env, anyio_backend): + await select_ai.async_connect(**test_env.connect_params()) + yield + await select_ai.async_disconnect() + + +@pytest.fixture +def connection(): + return select_ai.db.get_connection() + + +@pytest.fixture +def async_connection(): + return select_ai.db.async_get_connection() + + +@pytest.fixture +def cursor(): + with select_ai.cursor() as cr: + yield cr + + +@pytest.fixture +async def async_cursor(): + async with select_ai.async_cursor() as cr: + yield cr + + +@pytest.fixture(autouse=True, scope="session") +def oci_credential(connect, test_env): + credential = { + "credential_name": PYSAI_OCI_CREDENTIAL_NAME, + "user_ocid": get_env_value("OCI_USER_OCID", required=True), + "tenancy_ocid": get_env_value("OCI_TENANCY_OCID", required=True), + "private_key": get_env_value("OCI_PRIVATE_KEY", required=True), + "fingerprint": get_env_value("OCI_FINGERPRINT", required=True), + } + select_ai.create_credential(credential, replace=True) + return credential + + +@pytest.fixture(scope="module") +def oci_compartment_id(test_env): + return get_env_value("OCI_COMPARTMENT_ID", required=True) diff --git a/tests/create_schema.py b/tests/create_schema.py new file mode 100644 index 0000000..b61b62f --- /dev/null +++ b/tests/create_schema.py @@ -0,0 +1,76 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +import oracledb + +CREATE_PEOPLE_DDL = """ + CREATE TABLE people + ( + id NUMBER PRIMARY KEY, + name VARCHAR2(50), + age NUMBER, + height NUMBER, + hometown VARCHAR2(100) + ) +""" + +CREATE_GYMNAST_DDL = """ + CREATE TABLE gymnast + ( + id NUMBER PRIMARY KEY, + floor_ex_points NUMBER, + rings_points NUMBER, + parallel_bars_points NUMBER, + horizontal_bar_points NUMBER, + total_points NUMBER, + FOREIGN KEY (id) REFERENCES people (id) + ) +""" + +INSERT_PEOPLE_DML = """ + INSERT INTO people (id, name, age, height, hometown) + VALUES (: 1, :2, :3, :4, :5) +""" + +INSERT_GYMNAST_DML = """ + INSERT INTO gymnast + (id, floor_ex_points, rings_points, + parallel_bars_points, horizontal_bar_points, + total_points) + VALUES (: 1, :2, :3, :4, :5, :6) +""" + +PEOPLE_DATA = [ + (1, "John Smith", 22, 170, "New York"), + (2, "Emma Johnson", 20, 165, "Los Angeles"), + (3, "Michael Brown", 24, 180, "Chicago"), + (4, "Sophia Lee", 19, 160, "Houston"), + (5, "William Kim", 21, 175, "San Francisco"), +] + +GYMNAST_DATA = [ + (1, 9.5, 8.8, 9.2, 9.0, 36.5), + (2, 8.7, 9.0, 8.5, 8.9, 35.1), + (3, 9.0, 9.2, 9.1, 9.3, 36.6), + (4, 8.5, 8.0, 8.7, 8.3, 33.5), + (5, 9.2, 8.5, 8.9, 9.1, 35.7), +] + + +def test_create_schema(connection, cursor): + for tbl in ("gymnast", "people"): + try: + cursor.execute(f"DROP TABLE {tbl} CASCADE CONSTRAINTS") + print(f"Dropped table {tbl}") + except oracledb.Error: + print(f"Table {tbl} does not exist, skipping") + + cursor.execute(CREATE_PEOPLE_DDL) + cursor.execute(CREATE_GYMNAST_DDL) + cursor.executemany(INSERT_PEOPLE_DML, PEOPLE_DATA) + cursor.executemany(INSERT_GYMNAST_DML, GYMNAST_DATA) + connection.commit() diff --git a/tests/test_1000_basic_sanity.py b/tests/test_1000_basic_sanity.py new file mode 100644 index 0000000..6104540 --- /dev/null +++ b/tests/test_1000_basic_sanity.py @@ -0,0 +1,111 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +""" +1000 - Module for testing basic sanity +""" + +import pytest +import select_ai +from pandas import DataFrame + +PROFILE_NAME = "OCI_GEN_AI_BASIC_TESTING_PROFILE" +PROFILE_DESCRIPTION = "OCI Gen AI Basic Test Profile" + + +@pytest.fixture(scope="module") +def oci_gen_ai_profile(oci_credential, oci_compartment_id, test_env): + profile = select_ai.Profile( + profile_name=PROFILE_NAME, + description=PROFILE_DESCRIPTION, + attributes=select_ai.ProfileAttributes( + credential_name=oci_credential["credential_name"], + object_list=[{"owner": test_env.test_user, "name": "gymnast"}], + provider=select_ai.OCIGenAIProvider( + oci_compartment_id=oci_compartment_id, oci_apiformat="GENERIC" + ), + ), + replace=True, + ) + yield profile + profile.delete(force=True) + + +def test_1000(oci_gen_ai_profile): + "test profile attributes" + assert oci_gen_ai_profile.profile_name == PROFILE_NAME + assert oci_gen_ai_profile.description == PROFILE_DESCRIPTION + assert oci_gen_ai_profile.attributes == oci_gen_ai_profile.get_attributes() + assert ( + oci_gen_ai_profile.attributes.provider + == oci_gen_ai_profile.get_attributes().provider + ) + + +def test_1001(): + "test list profile by name" + profiles = list(select_ai.Profile.list(profile_name_pattern=PROFILE_NAME)) + assert len(profiles) == 1 + assert profiles[0].profile_name == PROFILE_NAME + assert profiles[0].description == PROFILE_DESCRIPTION + + +def test_1002(): + "test list all profiles" + profiles = list(select_ai.Profile.list()) + assert len(profiles) == 1 + assert profiles[0].profile_name == PROFILE_NAME + assert profiles[0].description == PROFILE_DESCRIPTION + + +def test_1003(oci_gen_ai_profile): + """Narrate for simple NL prompt""" + prompt = "What is a database?" + narrate = oci_gen_ai_profile.narrate(prompt) + assert narrate is not None + assert isinstance(narrate, str) + + +def test_1004(oci_gen_ai_profile): + """Chat for a simple NL prompt""" + oci_gen_ai_profile.set_attribute( + attribute_name="model", attribute_value="meta.llama-3.1-405b-instruct" + ) + prompt = "What is a database?" + chat = oci_gen_ai_profile.chat(prompt) + assert chat is not None + assert isinstance(chat, str) + + +def test_1005(oci_gen_ai_profile): + """Run SQL for a simple NL prompt""" + oci_gen_ai_profile.set_attribute( + attribute_name="model", attribute_value="meta.llama-3.1-405b-instruct" + ) + prompt = "How many gymnast in the table?" + df = oci_gen_ai_profile.run_sql(prompt) + assert df is not None + assert isinstance(df, DataFrame) + + +def test_1006(test_env): + "test profile merge" + profile = select_ai.Profile( + profile_name=PROFILE_NAME, + attributes=select_ai.ProfileAttributes( + object_list=[{"owner": test_env.test_user}], + ), + merge=True, + ) + assert profile.profile_name == PROFILE_NAME + assert profile.description == PROFILE_DESCRIPTION + assert profile.attributes.object_list == [{"owner": test_env.test_user}] + assert profile.attributes.provider == profile.get_attributes().provider + assert ( + profile.attributes.credential_name + == profile.get_attributes().credential_name + ) diff --git a/tests/test_1100_basic_sanity_async.py b/tests/test_1100_basic_sanity_async.py new file mode 100644 index 0000000..1db62d7 --- /dev/null +++ b/tests/test_1100_basic_sanity_async.py @@ -0,0 +1,114 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +""" +1100 - Module for testing basic sanity using AsyncProfile +""" + +import pytest +import select_ai +from pandas import DataFrame + +ASYNC_PROFILE_NAME = "OCI_GEN_AI_BASIC_ASYNC_TEST_PROFILE" +PROFILE_DESCRIPTION = "OCI Gen AI Basic Test Profile" + + +@pytest.fixture(scope="module") +async def async_oci_gen_ai_profile( + oci_credential, oci_compartment_id, test_env +): + profile = await select_ai.AsyncProfile( + profile_name=ASYNC_PROFILE_NAME, + description=PROFILE_DESCRIPTION, + attributes=select_ai.ProfileAttributes( + credential_name=oci_credential["credential_name"], + object_list=[{"owner": test_env.test_user, "name": "gymnast"}], + provider=select_ai.OCIGenAIProvider( + oci_compartment_id=oci_compartment_id, oci_apiformat="GENERIC" + ), + ), + replace=True, + ) + yield profile + await profile.delete(force=True) + + +async def test_1100(async_oci_gen_ai_profile): + assert async_oci_gen_ai_profile.profile_name == ASYNC_PROFILE_NAME + assert ( + async_oci_gen_ai_profile.attributes + == await async_oci_gen_ai_profile.get_attributes() + ) + + +async def test_1101(): + "test list profile by name" + profiles = [ + await profile + async for profile in select_ai.AsyncProfile.list( + profile_name_pattern=ASYNC_PROFILE_NAME + ) + ] + assert len(profiles) == 1 + assert profiles[0].profile_name == ASYNC_PROFILE_NAME + assert profiles[0].description == PROFILE_DESCRIPTION + + +async def test_1102(): + "test list all profiles" + profiles = [ + await profile async for profile in select_ai.AsyncProfile.list() + ] + assert len(profiles) == 1 + assert profiles[0].profile_name == ASYNC_PROFILE_NAME + + +async def test_1103(async_oci_gen_ai_profile): + """Narrate for simple NL prompt""" + prompt = "What is a database?" + narrate = await async_oci_gen_ai_profile.narrate(prompt) + assert narrate is not None + assert isinstance(narrate, str) + + +async def test_1104(async_oci_gen_ai_profile): + """Chat for a simple NL prompt""" + await async_oci_gen_ai_profile.set_attribute( + attribute_name="model", attribute_value="meta.llama-3.1-405b-instruct" + ) + prompt = "What is a database?" + chat = await async_oci_gen_ai_profile.chat(prompt) + assert chat is not None + assert isinstance(chat, str) + + +async def test_1105(async_oci_gen_ai_profile): + """Run SQL for a simple NL prompt""" + await async_oci_gen_ai_profile.set_attribute( + attribute_name="model", attribute_value="meta.llama-3.1-405b-instruct" + ) + prompt = "How many gymnast in the table?" + df = await async_oci_gen_ai_profile.run_sql(prompt) + assert df is not None + assert isinstance(df, DataFrame) + + +async def test_1106(test_env): + "test profile merge" + profile = await select_ai.AsyncProfile( + profile_name=ASYNC_PROFILE_NAME, + attributes=select_ai.ProfileAttributes( + object_list=[{"owner": test_env.test_user}], + ), + merge=True, + ) + assert profile.profile_name == ASYNC_PROFILE_NAME + assert profile.description == PROFILE_DESCRIPTION + assert profile.attributes.object_list == [{"owner": test_env.test_user}] + attributes = await profile.get_attributes() + assert profile.attributes.provider == attributes.provider + assert profile.attributes.credential_name == attributes.credential_name diff --git a/tests/test_1200_profile.py b/tests/test_1200_profile.py new file mode 100644 index 0000000..720b261 --- /dev/null +++ b/tests/test_1200_profile.py @@ -0,0 +1,243 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +""" +1200 - Module for testing the Profile proxy object +""" + +import oracledb +import pytest +import select_ai +from select_ai import Profile, ProfileAttributes + + +@pytest.fixture(scope="module") +def provider(): + return select_ai.OCIGenAIProvider( + region="us-phoenix-1", oci_apiformat="GENERIC" + ) + + +@pytest.fixture(scope="module") +def profile_attributes(provider, oci_credential): + return ProfileAttributes( + credential_name=oci_credential["credential_name"], + object_list=[{"owner": "SH"}], + provider=provider, + ) + + +@pytest.fixture(scope="module") +def min_profile_attributes(provider, oci_credential): + return ProfileAttributes( + credential_name=oci_credential["credential_name"], + provider=select_ai.OCIGenAIProvider(), + ) + + +@pytest.fixture(scope="module") +def python_gen_ai_profile(profile_attributes): + profile = select_ai.Profile( + profile_name="PYTHON_GENAI_PROFILE", + description="OCI GENAI Profile", + attributes=profile_attributes, + ) + yield profile + profile.delete(force=True) + + +@pytest.fixture(scope="module") +def python_gen_ai_profile_2(profile_attributes): + profile = select_ai.Profile( + profile_name="PYTHON_GENAI_PROFILE_2", + description="OCI GENAI Profile 2", + attributes=profile_attributes, + ) + profile.create(replace=True) + yield profile + profile.delete(force=True) + + +@pytest.fixture(scope="module") +def python_gen_ai_min_attr_profile(min_profile_attributes): + profile = select_ai.Profile( + profile_name="PYTHON_MIN_ATTRIB_PROFILE", + attributes=min_profile_attributes, + description=None, + ) + yield profile + profile.delete(force=True) + + +@pytest.fixture +def python_gen_ai_duplicate_profile(min_profile_attributes): + profile = Profile( + profile_name="PYTHON_DUPLICATE_PROFILE", + attributes=min_profile_attributes, + ) + yield profile + profile.delete(force=True) + + +def test_1200(python_gen_ai_profile, profile_attributes): + """Create basic Profile""" + assert python_gen_ai_profile.profile_name == "PYTHON_GENAI_PROFILE" + assert python_gen_ai_profile.attributes == profile_attributes + assert python_gen_ai_profile.description == "OCI GENAI Profile" + + +def test_1201(python_gen_ai_profile_2, profile_attributes): + """Create Profile using create method""" + assert python_gen_ai_profile_2.profile_name == "PYTHON_GENAI_PROFILE_2" + assert python_gen_ai_profile_2.attributes == profile_attributes + assert python_gen_ai_profile_2.description == "OCI GENAI Profile 2" + + +def test_1202(profile_attributes): + """Create duplicate profile with replace=True""" + duplicate = Profile( + profile_name="PYTHON_GENAI_PROFILE", + attributes=profile_attributes, + replace=True, + ) + assert duplicate.profile_name == "PYTHON_GENAI_PROFILE" + assert duplicate.attributes == profile_attributes + assert duplicate.description is None + + +def test_1203(python_gen_ai_min_attr_profile, min_profile_attributes): + """Create Profile with minimum required attributes""" + assert ( + python_gen_ai_min_attr_profile.profile_name + == "PYTHON_MIN_ATTRIB_PROFILE" + ) + assert python_gen_ai_min_attr_profile.attributes == min_profile_attributes + assert python_gen_ai_min_attr_profile.description is None + + +def test_1204(): + """List profiles without regex""" + profile_list = list(Profile.list()) + assert len(profile_list) == 3 + + +def test_1205(): + """List profiles with regex""" + profile_list = list(Profile.list(profile_name_pattern=".*PROFILE$")) + assert len(profile_list) == 2 + + +def test_1206(profile_attributes): + """Get attributes for a Profile""" + profile = Profile("PYTHON_GENAI_PROFILE") + fetched_attributes = profile.get_attributes() + assert fetched_attributes == profile_attributes + + +def test_1207(): + """Set attributes for a Profile""" + profile = Profile("PYTHON_GENAI_PROFILE") + assert profile.attributes.provider.model is None + profile.set_attribute( + attribute_name="model", attribute_value="meta.llama-3.1-70b-instruct" + ) + assert profile.attributes.provider.model == "meta.llama-3.1-70b-instruct" + + +def test_1208(oci_credential): + """Set multiple attributes for a Profile""" + profile = Profile("PYTHON_GENAI_PROFILE") + profile_attrs = ProfileAttributes( + credential_name=oci_credential["credential_name"], + provider=select_ai.OCIGenAIProvider(), + object_list=[{"owner": "ADMIN", "name": "gymnasts"}], + comments=True, + ) + profile.set_attributes(profile_attrs) + assert profile.attributes.object_list == [ + {"owner": "ADMIN", "name": "gymnasts"} + ] + assert profile.attributes.comments is True + fetched_attributes = profile.get_attributes() + assert fetched_attributes == profile_attrs + + +def test_1209(python_gen_ai_duplicate_profile): + """Create duplicate profile without replace""" + # expected - ProfileExistsError + with pytest.raises(select_ai.errors.ProfileExistsError): + Profile( + profile_name=python_gen_ai_duplicate_profile.profile_name, + attributes=python_gen_ai_duplicate_profile.attributes, + ) + + +def test_1210(python_gen_ai_duplicate_profile): + """Create duplicate profile with replace=False""" + # expected - select_ai.ProfileExistsError + with pytest.raises(select_ai.errors.ProfileExistsError): + Profile( + profile_name=python_gen_ai_duplicate_profile.profile_name, + attributes=python_gen_ai_duplicate_profile.attributes, + replace=False, + ) + + +@pytest.mark.parametrize( + "invalid_provider", + [ + "openai", + {"region": "us-ashburn"}, + object(), + ], +) +def test_1211(invalid_provider): + """Create Profile with invalid providers""" + # expected - ValueError + with pytest.raises(ValueError): + Profile( + profile_name="PYTHON_INVALID_PROFILE", + attributes=ProfileAttributes( + credential_name="OCI_CRED", provider=invalid_provider + ), + ) + + +def test_1212(): + # provider=None + # expected - ORA-20047: Either provider or provider_endpoint must be specified + with pytest.raises(oracledb.DatabaseError): + Profile( + profile_name="PYTHON_INVALID_PROFILE", + attributes=ProfileAttributes( + credential_name="OCI_CRED", provider=None + ), + ) + + +@pytest.mark.parametrize( + "invalid_profile_name", + [ + "", + None, + ], +) +def test_1213(invalid_profile_name, min_profile_attributes): + """Create Profile with empty profile_name""" + # expected - ValueError + with pytest.raises(ValueError): + Profile( + profile_name=invalid_profile_name, + attributes=min_profile_attributes, + ) + + +def test_1214(): + """List Profile with invalid regex""" + # expected - ORA-12726: unmatched bracket in regular expression + with pytest.raises(oracledb.DatabaseError): + list(Profile().list(profile_name_pattern="[*invalid")) diff --git a/tests/test_1300_profile_async.py b/tests/test_1300_profile_async.py new file mode 100644 index 0000000..b0824e5 --- /dev/null +++ b/tests/test_1300_profile_async.py @@ -0,0 +1,255 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +""" +1300 - Module for testing the AsyncProfile proxy object +""" + +import oracledb +import pytest +import select_ai +from select_ai import AsyncProfile, ProfileAttributes + + +@pytest.fixture(scope="module") +def provider(): + return select_ai.OCIGenAIProvider( + region="us-phoenix-1", oci_apiformat="GENERIC" + ) + + +@pytest.fixture(scope="module") +def profile_attributes(provider, oci_credential): + return ProfileAttributes( + credential_name=oci_credential["credential_name"], + object_list=[{"owner": "SH"}], + provider=provider, + ) + + +@pytest.fixture(scope="module") +def min_profile_attributes(provider, oci_credential): + return ProfileAttributes( + credential_name=oci_credential["credential_name"], + provider=select_ai.OCIGenAIProvider(), + ) + + +@pytest.fixture(scope="module") +async def python_gen_ai_profile(profile_attributes): + profile = await AsyncProfile( + profile_name="PYTHON_GENAI_PROFILE", + description="OCI GENAI Profile", + attributes=profile_attributes, + ) + yield profile + await profile.delete(force=True) + + +@pytest.fixture(scope="module") +async def python_gen_ai_profile_2(profile_attributes): + profile = await AsyncProfile( + profile_name="PYTHON_GENAI_PROFILE_2", + description="OCI GENAI Profile 2", + attributes=profile_attributes, + ) + await profile.create(replace=True) + yield profile + await profile.delete(force=True) + + +@pytest.fixture(scope="module") +async def python_gen_ai_min_attr_profile(min_profile_attributes): + profile = await AsyncProfile( + profile_name="PYTHON_MIN_ATTRIB_PROFILE", + attributes=min_profile_attributes, + description=None, + ) + yield profile + await profile.delete(force=True) + + +@pytest.fixture +async def python_gen_ai_duplicate_profile(min_profile_attributes): + profile = await AsyncProfile( + profile_name="PYTHON_DUPLICATE_PROFILE", + attributes=min_profile_attributes, + ) + yield profile + await profile.delete(force=True) + + +def test_1300(python_gen_ai_profile, profile_attributes): + """Create basic Profile""" + assert python_gen_ai_profile.profile_name == "PYTHON_GENAI_PROFILE" + assert python_gen_ai_profile.attributes == profile_attributes + assert python_gen_ai_profile.description == "OCI GENAI Profile" + + +def test_1301(python_gen_ai_profile_2, profile_attributes): + """Create Profile using create method""" + assert python_gen_ai_profile_2.profile_name == "PYTHON_GENAI_PROFILE_2" + assert python_gen_ai_profile_2.attributes == profile_attributes + assert python_gen_ai_profile_2.description == "OCI GENAI Profile 2" + + +async def test_1302(profile_attributes): + """Create duplicate profile with replace=True""" + duplicate = await AsyncProfile( + profile_name="PYTHON_GENAI_PROFILE", + attributes=profile_attributes, + replace=True, + ) + assert duplicate.profile_name == "PYTHON_GENAI_PROFILE" + assert duplicate.attributes == profile_attributes + assert duplicate.description is None + + +def test_1303(python_gen_ai_min_attr_profile, min_profile_attributes): + """Create Profile with minimum required attributes""" + assert ( + python_gen_ai_min_attr_profile.profile_name + == "PYTHON_MIN_ATTRIB_PROFILE" + ) + assert python_gen_ai_min_attr_profile.attributes == min_profile_attributes + assert python_gen_ai_min_attr_profile.description is None + + +async def test_1304(): + """List profiles without regex""" + profile_list = [ + profile.profile_name async for profile in AsyncProfile.list() + ] + assert len(profile_list) == 3 + + +async def test_1305(): + """List profiles with regex""" + profile_list = [ + profile + async for profile in AsyncProfile.list( + profile_name_pattern=".*PROFILE$" + ) + ] + assert len(profile_list) == 2 + + +async def test_1306(profile_attributes): + """Get attributes for a Profile""" + profile = await AsyncProfile("PYTHON_GENAI_PROFILE") + fetched_attributes = await profile.get_attributes() + assert fetched_attributes == profile_attributes + + +async def test_1307(): + """Set attributes for a Profile""" + profile = await AsyncProfile("PYTHON_GENAI_PROFILE") + assert profile.attributes.provider.model is None + await profile.set_attribute( + attribute_name="model", attribute_value="meta.llama-3.1-70b-instruct" + ) + assert profile.attributes.provider.model == "meta.llama-3.1-70b-instruct" + + +async def test_1308(oci_credential): + """Set multiple attributes for a Profile""" + profile = AsyncProfile("PYTHON_GENAI_PROFILE") + profile_attrs = ProfileAttributes( + credential_name=oci_credential["credential_name"], + provider=select_ai.OCIGenAIProvider(), + object_list=[{"owner": "ADMIN", "name": "gymnasts"}], + comments=True, + ) + await profile.set_attributes(profile_attrs) + assert profile.attributes.object_list == [ + {"owner": "ADMIN", "name": "gymnasts"} + ] + assert profile.attributes.comments is True + fetched_attributes = await profile.get_attributes() + assert fetched_attributes == profile_attrs + + +async def test_1309(python_gen_ai_duplicate_profile): + """Create duplicate profile without replace""" + # expected - ProfileExistsError + with pytest.raises(select_ai.errors.ProfileExistsError): + await AsyncProfile( + profile_name=python_gen_ai_duplicate_profile.profile_name, + attributes=python_gen_ai_duplicate_profile.attributes, + ) + + +async def test_1310(python_gen_ai_duplicate_profile): + """Create duplicate profile with replace=False""" + # expected - select_ai.ProfileExistsError + with pytest.raises(select_ai.errors.ProfileExistsError): + await AsyncProfile( + profile_name=python_gen_ai_duplicate_profile.profile_name, + attributes=python_gen_ai_duplicate_profile.attributes, + replace=False, + ) + + +@pytest.mark.parametrize( + "invalid_provider", + [ + "openai", + {"region": "us-ashburn"}, + object(), + ], +) +async def test_1311(invalid_provider): + """Create Profile with invalid providers""" + # expected - ValueError + with pytest.raises(ValueError): + await AsyncProfile( + profile_name="PYTHON_INVALID_PROFILE", + attributes=ProfileAttributes( + credential_name="OCI_CRED", provider=invalid_provider + ), + ) + + +async def test_1312(): + # provider=None + # expected - ORA-20047: Either provider or provider_endpoint must be specified + with pytest.raises(oracledb.DatabaseError): + await AsyncProfile( + profile_name="PYTHON_INVALID_PROFILE", + attributes=ProfileAttributes( + credential_name="OCI_CRED", provider=None + ), + ) + + +@pytest.mark.parametrize( + "invalid_profile_name", + [ + "", + None, + ], +) +async def test_1313(invalid_profile_name, min_profile_attributes): + """Create Profile with empty profile_name""" + # expected - ValueError + with pytest.raises(ValueError): + await AsyncProfile( + profile_name=invalid_profile_name, + attributes=min_profile_attributes, + ) + + +async def test_1314(): + """List Profile with invalid regex""" + # expected - ORA-12726: unmatched bracket in regular expression + with pytest.raises(oracledb.DatabaseError): + profiles = [ + profile + async for profile in AsyncProfile.list( + profile_name_pattern="[*invalid" + ) + ] From 507865ffb4518337d212772a829535b2f96b135e Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 21 Oct 2025 08:30:59 -0700 Subject: [PATCH 06/21] Fixed await async warnings --- .github/workflows/test.yaml | 41 ++++++++++++++++++++++++++++++++ tests/test_1300_profile_async.py | 10 ++++---- 2 files changed, 45 insertions(+), 6 deletions(-) create mode 100644 .github/workflows/test.yaml diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml new file mode 100644 index 0000000..8ef8fa4 --- /dev/null +++ b/.github/workflows/test.yaml @@ -0,0 +1,41 @@ +name: select_ai_py_tests +on: push + +jobs: + select_ai_py_tests: + runs-on: ${{ matrix.os }} + strategy: + fail-fast: true + matrix: + os: [ ubuntu-latest ] + python-version: ['3.9', '3.10', '3.11', '3.12', '3.13'] + + steps: + - name: Check out python-select-ai repository code + uses: actions/checkout@v5 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v6 + with: + python-version: ${{ matrix.python-version }} + + - name: Install select_ai with core dependencies + run: | + python -m pip install --upgrade pip + pip install pytest anyio + pip install -e . + + - name: Run select_ai tests + run: | + pytest -vv + env: + PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }} + PYSAI_TEST_USER_PASSWORD: ${{ secrets.PYSAI_TEST_USER_PASSWORD }} + PYSAI_TEST_ADMIN_USER: ${{ secrets.PYSAI_TEST_ADMIN_USER }} + PYSAI_TEST_ADMIN_PASSWORD: ${{ secrets.PYSAI_TEST_ADMIN_PASSWORD }} + PYSAI_TEST_CONNECT_STRING: ${{ secrets.PYSAI_TEST_CONNECT_STRING }} + PYSAI_TEST_OCI_USER_OCID: ${{ secrets.PYSAI_TEST_OCI_USER_OCID }} + PYSAI_TEST_OCI_TENANCY_OCID: ${{ secrets.PYSAI_TEST_OCI_TENANCY_OCID }} + PYSAI_TEST_OCI_PRIVATE_KEY: ${{ secrets.PYSAI_TEST_OCI_PRIVATE_KEY }} + PYSAI_TEST_OCI_FINGERPRINT: ${{ secrets.PYSAI_TEST_OCI_FINGERPRINT }} + PYSAI_TEST_OCI_COMPARTMENT_ID: ${{ secrets.PYSAI_TEST_OCI_COMPARTMENT_ID }} diff --git a/tests/test_1300_profile_async.py b/tests/test_1300_profile_async.py index b0824e5..f812f7e 100644 --- a/tests/test_1300_profile_async.py +++ b/tests/test_1300_profile_async.py @@ -121,16 +121,14 @@ def test_1303(python_gen_ai_min_attr_profile, min_profile_attributes): async def test_1304(): """List profiles without regex""" - profile_list = [ - profile.profile_name async for profile in AsyncProfile.list() - ] + profile_list = [await profile async for profile in AsyncProfile.list()] assert len(profile_list) == 3 async def test_1305(): """List profiles with regex""" profile_list = [ - profile + await profile async for profile in AsyncProfile.list( profile_name_pattern=".*PROFILE$" ) @@ -157,7 +155,7 @@ async def test_1307(): async def test_1308(oci_credential): """Set multiple attributes for a Profile""" - profile = AsyncProfile("PYTHON_GENAI_PROFILE") + profile = await AsyncProfile("PYTHON_GENAI_PROFILE") profile_attrs = ProfileAttributes( credential_name=oci_credential["credential_name"], provider=select_ai.OCIGenAIProvider(), @@ -248,7 +246,7 @@ async def test_1314(): # expected - ORA-12726: unmatched bracket in regular expression with pytest.raises(oracledb.DatabaseError): profiles = [ - profile + await profile async for profile in AsyncProfile.list( profile_name_pattern="[*invalid" ) From cab24c767e1f1640621c3e4604691922c5fc9ebc Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 21 Oct 2025 08:45:47 -0700 Subject: [PATCH 07/21] Run tests for Python 3.13 --- .github/workflows/test.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index 8ef8fa4..1866757 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -8,7 +8,7 @@ jobs: fail-fast: true matrix: os: [ ubuntu-latest ] - python-version: ['3.9', '3.10', '3.11', '3.12', '3.13'] + python-version: ['3.13'] steps: - name: Check out python-select-ai repository code From fdd0c624ca46bd67753dd682bbd861a79a81f38d Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 21 Oct 2025 12:03:33 -0700 Subject: [PATCH 08/21] re-runnable tests --- tests/profiles/conftest.py | 33 +++++++++ tests/{ => profiles}/test_1200_profile.py | 64 +++++++---------- .../{ => profiles}/test_1300_profile_async.py | 68 ++++++++----------- tests/test_1000_basic_sanity.py | 22 +++--- tests/test_1100_basic_sanity_async.py | 12 ++-- 5 files changed, 108 insertions(+), 91 deletions(-) create mode 100644 tests/profiles/conftest.py rename tests/{ => profiles}/test_1200_profile.py (81%) rename tests/{ => profiles}/test_1300_profile_async.py (80%) diff --git a/tests/profiles/conftest.py b/tests/profiles/conftest.py new file mode 100644 index 0000000..63ea821 --- /dev/null +++ b/tests/profiles/conftest.py @@ -0,0 +1,33 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +import pytest +import select_ai + + +@pytest.fixture(scope="module") +def provider(): + return select_ai.OCIGenAIProvider( + region="us-phoenix-1", oci_apiformat="GENERIC" + ) + + +@pytest.fixture(scope="module") +def profile_attributes(provider, oci_credential): + return select_ai.ProfileAttributes( + credential_name=oci_credential["credential_name"], + object_list=[{"owner": "SH"}], + provider=provider, + ) + + +@pytest.fixture(scope="module") +def min_profile_attributes(provider, oci_credential): + return select_ai.ProfileAttributes( + credential_name=oci_credential["credential_name"], + provider=select_ai.OCIGenAIProvider(), + ) diff --git a/tests/test_1200_profile.py b/tests/profiles/test_1200_profile.py similarity index 81% rename from tests/test_1200_profile.py rename to tests/profiles/test_1200_profile.py index 720b261..13b944c 100644 --- a/tests/test_1200_profile.py +++ b/tests/profiles/test_1200_profile.py @@ -8,41 +8,23 @@ """ 1200 - Module for testing the Profile proxy object """ +import uuid import oracledb import pytest import select_ai from select_ai import Profile, ProfileAttributes - -@pytest.fixture(scope="module") -def provider(): - return select_ai.OCIGenAIProvider( - region="us-phoenix-1", oci_apiformat="GENERIC" - ) - - -@pytest.fixture(scope="module") -def profile_attributes(provider, oci_credential): - return ProfileAttributes( - credential_name=oci_credential["credential_name"], - object_list=[{"owner": "SH"}], - provider=provider, - ) - - -@pytest.fixture(scope="module") -def min_profile_attributes(provider, oci_credential): - return ProfileAttributes( - credential_name=oci_credential["credential_name"], - provider=select_ai.OCIGenAIProvider(), - ) +PYSAI_1200_PROFILE = f"PYSAI_1200_{uuid.uuid4().hex.upper()}" +PYSAI_1200_PROFILE_2 = f"PYSAI_1200_2_{uuid.uuid4().hex.upper()}" +PYSAI_1200_MIN_ATTR_PROFILE = f"PYSAI_1200_MIN_{uuid.uuid4().hex.upper()}" +PYSAI_1200_DUP_PROFILE = f"PYSAI_1200_DUP_{uuid.uuid4().hex.upper()}" @pytest.fixture(scope="module") def python_gen_ai_profile(profile_attributes): profile = select_ai.Profile( - profile_name="PYTHON_GENAI_PROFILE", + profile_name=PYSAI_1200_PROFILE, description="OCI GENAI Profile", attributes=profile_attributes, ) @@ -53,7 +35,7 @@ def python_gen_ai_profile(profile_attributes): @pytest.fixture(scope="module") def python_gen_ai_profile_2(profile_attributes): profile = select_ai.Profile( - profile_name="PYTHON_GENAI_PROFILE_2", + profile_name=PYSAI_1200_PROFILE_2, description="OCI GENAI Profile 2", attributes=profile_attributes, ) @@ -65,7 +47,7 @@ def python_gen_ai_profile_2(profile_attributes): @pytest.fixture(scope="module") def python_gen_ai_min_attr_profile(min_profile_attributes): profile = select_ai.Profile( - profile_name="PYTHON_MIN_ATTRIB_PROFILE", + profile_name=PYSAI_1200_MIN_ATTR_PROFILE, attributes=min_profile_attributes, description=None, ) @@ -76,7 +58,7 @@ def python_gen_ai_min_attr_profile(min_profile_attributes): @pytest.fixture def python_gen_ai_duplicate_profile(min_profile_attributes): profile = Profile( - profile_name="PYTHON_DUPLICATE_PROFILE", + profile_name=PYSAI_1200_DUP_PROFILE, attributes=min_profile_attributes, ) yield profile @@ -85,14 +67,14 @@ def python_gen_ai_duplicate_profile(min_profile_attributes): def test_1200(python_gen_ai_profile, profile_attributes): """Create basic Profile""" - assert python_gen_ai_profile.profile_name == "PYTHON_GENAI_PROFILE" + assert python_gen_ai_profile.profile_name == PYSAI_1200_PROFILE assert python_gen_ai_profile.attributes == profile_attributes assert python_gen_ai_profile.description == "OCI GENAI Profile" def test_1201(python_gen_ai_profile_2, profile_attributes): """Create Profile using create method""" - assert python_gen_ai_profile_2.profile_name == "PYTHON_GENAI_PROFILE_2" + assert python_gen_ai_profile_2.profile_name == PYSAI_1200_PROFILE_2 assert python_gen_ai_profile_2.attributes == profile_attributes assert python_gen_ai_profile_2.description == "OCI GENAI Profile 2" @@ -100,11 +82,11 @@ def test_1201(python_gen_ai_profile_2, profile_attributes): def test_1202(profile_attributes): """Create duplicate profile with replace=True""" duplicate = Profile( - profile_name="PYTHON_GENAI_PROFILE", + profile_name=PYSAI_1200_PROFILE, attributes=profile_attributes, replace=True, ) - assert duplicate.profile_name == "PYTHON_GENAI_PROFILE" + assert duplicate.profile_name == PYSAI_1200_PROFILE assert duplicate.attributes == profile_attributes assert duplicate.description is None @@ -113,7 +95,7 @@ def test_1203(python_gen_ai_min_attr_profile, min_profile_attributes): """Create Profile with minimum required attributes""" assert ( python_gen_ai_min_attr_profile.profile_name - == "PYTHON_MIN_ATTRIB_PROFILE" + == PYSAI_1200_MIN_ATTR_PROFILE ) assert python_gen_ai_min_attr_profile.attributes == min_profile_attributes assert python_gen_ai_min_attr_profile.description is None @@ -122,25 +104,31 @@ def test_1203(python_gen_ai_min_attr_profile, min_profile_attributes): def test_1204(): """List profiles without regex""" profile_list = list(Profile.list()) - assert len(profile_list) == 3 + profile_names = set(profile.profile_name for profile in profile_list) + assert PYSAI_1200_PROFILE in profile_names + assert PYSAI_1200_PROFILE_2 in profile_names + assert PYSAI_1200_MIN_ATTR_PROFILE in profile_names def test_1205(): """List profiles with regex""" - profile_list = list(Profile.list(profile_name_pattern=".*PROFILE$")) - assert len(profile_list) == 2 + profile_list = list(Profile.list(profile_name_pattern="^PYSAI_1200")) + profile_names = set(profile.profile_name for profile in profile_list) + assert PYSAI_1200_PROFILE in profile_names + assert PYSAI_1200_PROFILE_2 in profile_names + assert PYSAI_1200_MIN_ATTR_PROFILE in profile_names def test_1206(profile_attributes): """Get attributes for a Profile""" - profile = Profile("PYTHON_GENAI_PROFILE") + profile = Profile(PYSAI_1200_PROFILE) fetched_attributes = profile.get_attributes() assert fetched_attributes == profile_attributes def test_1207(): """Set attributes for a Profile""" - profile = Profile("PYTHON_GENAI_PROFILE") + profile = Profile(PYSAI_1200_PROFILE) assert profile.attributes.provider.model is None profile.set_attribute( attribute_name="model", attribute_value="meta.llama-3.1-70b-instruct" @@ -150,7 +138,7 @@ def test_1207(): def test_1208(oci_credential): """Set multiple attributes for a Profile""" - profile = Profile("PYTHON_GENAI_PROFILE") + profile = Profile(PYSAI_1200_PROFILE) profile_attrs = ProfileAttributes( credential_name=oci_credential["credential_name"], provider=select_ai.OCIGenAIProvider(), diff --git a/tests/test_1300_profile_async.py b/tests/profiles/test_1300_profile_async.py similarity index 80% rename from tests/test_1300_profile_async.py rename to tests/profiles/test_1300_profile_async.py index f812f7e..e3ef296 100644 --- a/tests/test_1300_profile_async.py +++ b/tests/profiles/test_1300_profile_async.py @@ -8,41 +8,27 @@ """ 1300 - Module for testing the AsyncProfile proxy object """ +import uuid import oracledb import pytest import select_ai from select_ai import AsyncProfile, ProfileAttributes - -@pytest.fixture(scope="module") -def provider(): - return select_ai.OCIGenAIProvider( - region="us-phoenix-1", oci_apiformat="GENERIC" - ) - - -@pytest.fixture(scope="module") -def profile_attributes(provider, oci_credential): - return ProfileAttributes( - credential_name=oci_credential["credential_name"], - object_list=[{"owner": "SH"}], - provider=provider, - ) - - -@pytest.fixture(scope="module") -def min_profile_attributes(provider, oci_credential): - return ProfileAttributes( - credential_name=oci_credential["credential_name"], - provider=select_ai.OCIGenAIProvider(), - ) +PYSAI_ASYNC_1300_PROFILE = f"PYSAI_ASYNC_1300_{uuid.uuid4().hex.upper()}" +PYSAI_ASYNC_1300_PROFILE_2 = f"PYSAI_ASYNC_1300_2_{uuid.uuid4().hex.upper()}" +PYSAI_ASYNC_1300_MIN_ATTR_PROFILE = ( + f"PYSAI_ASYNC_1300_MIN_{uuid.uuid4().hex.upper()}" +) +PYSAI_ASYNC_1300_DUP_PROFILE = ( + f"PYSAI_ASYNC_1300_DUP_{uuid.uuid4().hex.upper()}" +) @pytest.fixture(scope="module") async def python_gen_ai_profile(profile_attributes): profile = await AsyncProfile( - profile_name="PYTHON_GENAI_PROFILE", + profile_name=PYSAI_ASYNC_1300_PROFILE, description="OCI GENAI Profile", attributes=profile_attributes, ) @@ -53,7 +39,7 @@ async def python_gen_ai_profile(profile_attributes): @pytest.fixture(scope="module") async def python_gen_ai_profile_2(profile_attributes): profile = await AsyncProfile( - profile_name="PYTHON_GENAI_PROFILE_2", + profile_name=PYSAI_ASYNC_1300_PROFILE_2, description="OCI GENAI Profile 2", attributes=profile_attributes, ) @@ -65,7 +51,7 @@ async def python_gen_ai_profile_2(profile_attributes): @pytest.fixture(scope="module") async def python_gen_ai_min_attr_profile(min_profile_attributes): profile = await AsyncProfile( - profile_name="PYTHON_MIN_ATTRIB_PROFILE", + profile_name=PYSAI_ASYNC_1300_MIN_ATTR_PROFILE, attributes=min_profile_attributes, description=None, ) @@ -76,7 +62,7 @@ async def python_gen_ai_min_attr_profile(min_profile_attributes): @pytest.fixture async def python_gen_ai_duplicate_profile(min_profile_attributes): profile = await AsyncProfile( - profile_name="PYTHON_DUPLICATE_PROFILE", + profile_name=PYSAI_ASYNC_1300_DUP_PROFILE, attributes=min_profile_attributes, ) yield profile @@ -85,14 +71,14 @@ async def python_gen_ai_duplicate_profile(min_profile_attributes): def test_1300(python_gen_ai_profile, profile_attributes): """Create basic Profile""" - assert python_gen_ai_profile.profile_name == "PYTHON_GENAI_PROFILE" + assert python_gen_ai_profile.profile_name == PYSAI_ASYNC_1300_PROFILE assert python_gen_ai_profile.attributes == profile_attributes assert python_gen_ai_profile.description == "OCI GENAI Profile" def test_1301(python_gen_ai_profile_2, profile_attributes): """Create Profile using create method""" - assert python_gen_ai_profile_2.profile_name == "PYTHON_GENAI_PROFILE_2" + assert python_gen_ai_profile_2.profile_name == PYSAI_ASYNC_1300_PROFILE_2 assert python_gen_ai_profile_2.attributes == profile_attributes assert python_gen_ai_profile_2.description == "OCI GENAI Profile 2" @@ -100,11 +86,11 @@ def test_1301(python_gen_ai_profile_2, profile_attributes): async def test_1302(profile_attributes): """Create duplicate profile with replace=True""" duplicate = await AsyncProfile( - profile_name="PYTHON_GENAI_PROFILE", + profile_name=PYSAI_ASYNC_1300_PROFILE, attributes=profile_attributes, replace=True, ) - assert duplicate.profile_name == "PYTHON_GENAI_PROFILE" + assert duplicate.profile_name == PYSAI_ASYNC_1300_PROFILE assert duplicate.attributes == profile_attributes assert duplicate.description is None @@ -113,7 +99,7 @@ def test_1303(python_gen_ai_min_attr_profile, min_profile_attributes): """Create Profile with minimum required attributes""" assert ( python_gen_ai_min_attr_profile.profile_name - == "PYTHON_MIN_ATTRIB_PROFILE" + == PYSAI_ASYNC_1300_MIN_ATTR_PROFILE ) assert python_gen_ai_min_attr_profile.attributes == min_profile_attributes assert python_gen_ai_min_attr_profile.description is None @@ -122,7 +108,10 @@ def test_1303(python_gen_ai_min_attr_profile, min_profile_attributes): async def test_1304(): """List profiles without regex""" profile_list = [await profile async for profile in AsyncProfile.list()] - assert len(profile_list) == 3 + profile_names = set(profile.profile_name for profile in profile_list) + assert PYSAI_ASYNC_1300_PROFILE in profile_names + assert PYSAI_ASYNC_1300_PROFILE_2 in profile_names + assert PYSAI_ASYNC_1300_MIN_ATTR_PROFILE in profile_names async def test_1305(): @@ -130,22 +119,25 @@ async def test_1305(): profile_list = [ await profile async for profile in AsyncProfile.list( - profile_name_pattern=".*PROFILE$" + profile_name_pattern="^PYSAI_ASYNC_1300" ) ] - assert len(profile_list) == 2 + profile_names = set(profile.profile_name for profile in profile_list) + assert PYSAI_ASYNC_1300_PROFILE in profile_names + assert PYSAI_ASYNC_1300_PROFILE_2 in profile_names + assert PYSAI_ASYNC_1300_MIN_ATTR_PROFILE in profile_names async def test_1306(profile_attributes): """Get attributes for a Profile""" - profile = await AsyncProfile("PYTHON_GENAI_PROFILE") + profile = await AsyncProfile(PYSAI_ASYNC_1300_PROFILE) fetched_attributes = await profile.get_attributes() assert fetched_attributes == profile_attributes async def test_1307(): """Set attributes for a Profile""" - profile = await AsyncProfile("PYTHON_GENAI_PROFILE") + profile = await AsyncProfile(PYSAI_ASYNC_1300_PROFILE) assert profile.attributes.provider.model is None await profile.set_attribute( attribute_name="model", attribute_value="meta.llama-3.1-70b-instruct" @@ -155,7 +147,7 @@ async def test_1307(): async def test_1308(oci_credential): """Set multiple attributes for a Profile""" - profile = await AsyncProfile("PYTHON_GENAI_PROFILE") + profile = await AsyncProfile(PYSAI_ASYNC_1300_PROFILE) profile_attrs = ProfileAttributes( credential_name=oci_credential["credential_name"], provider=select_ai.OCIGenAIProvider(), diff --git a/tests/test_1000_basic_sanity.py b/tests/test_1000_basic_sanity.py index 6104540..d52df13 100644 --- a/tests/test_1000_basic_sanity.py +++ b/tests/test_1000_basic_sanity.py @@ -8,12 +8,13 @@ """ 1000 - Module for testing basic sanity """ +import uuid import pytest import select_ai from pandas import DataFrame -PROFILE_NAME = "OCI_GEN_AI_BASIC_TESTING_PROFILE" +PROFILE_NAME = f"PYSAI_1000_{uuid.uuid4().hex.upper()}" PROFILE_DESCRIPTION = "OCI Gen AI Basic Test Profile" @@ -48,18 +49,21 @@ def test_1000(oci_gen_ai_profile): def test_1001(): "test list profile by name" - profiles = list(select_ai.Profile.list(profile_name_pattern=PROFILE_NAME)) - assert len(profiles) == 1 - assert profiles[0].profile_name == PROFILE_NAME - assert profiles[0].description == PROFILE_DESCRIPTION + profiles = set( + profile.profile_name + for profile in select_ai.Profile.list( + profile_name_pattern=PROFILE_NAME + ) + ) + assert PROFILE_NAME in profiles def test_1002(): "test list all profiles" - profiles = list(select_ai.Profile.list()) - assert len(profiles) == 1 - assert profiles[0].profile_name == PROFILE_NAME - assert profiles[0].description == PROFILE_DESCRIPTION + profiles = set( + profile.profile_name for profile in select_ai.Profile.list() + ) + assert PROFILE_NAME in profiles def test_1003(oci_gen_ai_profile): diff --git a/tests/test_1100_basic_sanity_async.py b/tests/test_1100_basic_sanity_async.py index 1db62d7..4926aef 100644 --- a/tests/test_1100_basic_sanity_async.py +++ b/tests/test_1100_basic_sanity_async.py @@ -8,12 +8,13 @@ """ 1100 - Module for testing basic sanity using AsyncProfile """ +import uuid import pytest import select_ai from pandas import DataFrame -ASYNC_PROFILE_NAME = "OCI_GEN_AI_BASIC_ASYNC_TEST_PROFILE" +ASYNC_PROFILE_NAME = f"PYSAI_ASYNC_1200_{uuid.uuid4().hex.upper()}" PROFILE_DESCRIPTION = "OCI Gen AI Basic Test Profile" @@ -53,9 +54,8 @@ async def test_1101(): profile_name_pattern=ASYNC_PROFILE_NAME ) ] - assert len(profiles) == 1 - assert profiles[0].profile_name == ASYNC_PROFILE_NAME - assert profiles[0].description == PROFILE_DESCRIPTION + profile_names = set([profile.profile_name for profile in profiles]) + assert ASYNC_PROFILE_NAME in profile_names async def test_1102(): @@ -63,8 +63,8 @@ async def test_1102(): profiles = [ await profile async for profile in select_ai.AsyncProfile.list() ] - assert len(profiles) == 1 - assert profiles[0].profile_name == ASYNC_PROFILE_NAME + profile_names = set([profile.profile_name for profile in profiles]) + assert ASYNC_PROFILE_NAME in profile_names async def test_1103(async_oci_gen_ai_profile): From d2d472f67909595be97f40c5fa60bceff8350fbd Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 21 Oct 2025 12:26:02 -0700 Subject: [PATCH 09/21] create schema before running tests --- .github/workflows/test.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index 1866757..f6bb9a0 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -8,7 +8,7 @@ jobs: fail-fast: true matrix: os: [ ubuntu-latest ] - python-version: ['3.13'] + python-version: ['3.9', '3.13'] steps: - name: Check out python-select-ai repository code @@ -27,6 +27,7 @@ jobs: - name: Run select_ai tests run: | + pytest tests/create_schema.py pytest -vv env: PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }} From 4b964d6ea2d8845563b75757d32d92861530315d Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 21 Oct 2025 12:27:08 -0700 Subject: [PATCH 10/21] shorter job name --- .github/workflows/test.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index f6bb9a0..c6886a9 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -2,7 +2,7 @@ name: select_ai_py_tests on: push jobs: - select_ai_py_tests: + pysai_unittests: runs-on: ${{ matrix.os }} strategy: fail-fast: true From 1ae6aa069e76f71942f3748d06bcd8e1d068bd93 Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Thu, 23 Oct 2025 16:45:34 -0700 Subject: [PATCH 11/21] Updated docs and samples for to separate privilege --- .github/workflows/test.yaml | 2 +- .gitignore | 4 ++ doc/source/user_guide/privileges.rst | 55 +++++++++++++++++++++ doc/source/user_guide/provider.rst | 26 +++------- samples/async/disable_ai_provider.py | 4 +- samples/async/enable_ai_provider.py | 4 +- samples/async/select_ai_grant_privilege.py | 34 +++++++++++++ samples/async/select_ai_revoke_privilege.py | 34 +++++++++++++ samples/disable_ai_provider.py | 6 +-- samples/enable_ai_provider.py | 5 +- samples/select_ai_grant_privilege.py | 27 ++++++++++ samples/select_ai_revoke_privilege.py | 27 ++++++++++ src/select_ai/__init__.py | 2 + src/select_ai/base_profile.py | 8 +-- tests/conftest.py | 11 +++-- tests/test_1000_basic_sanity.py | 1 - tests/test_1100_basic_sanity_async.py | 3 +- 17 files changed, 211 insertions(+), 42 deletions(-) create mode 100644 doc/source/user_guide/privileges.rst create mode 100644 samples/async/select_ai_grant_privilege.py create mode 100644 samples/async/select_ai_revoke_privilege.py create mode 100644 samples/select_ai_grant_privilege.py create mode 100644 samples/select_ai_revoke_privilege.py diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index c6886a9..fd5918b 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -8,7 +8,7 @@ jobs: fail-fast: true matrix: os: [ ubuntu-latest ] - python-version: ['3.9', '3.13'] + python-version: ['3.11', '3.12', '3.13'] steps: - name: Check out python-select-ai repository code diff --git a/.gitignore b/.gitignore index 0dabdcf..6004078 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,7 @@ doc/drawio test.env test_19c.env pytest.env +.venv3.10/ +.venv3.11/ +.venv3.9/ +sample_connect.py diff --git a/doc/source/user_guide/privileges.rst b/doc/source/user_guide/privileges.rst new file mode 100644 index 0000000..b61d135 --- /dev/null +++ b/doc/source/user_guide/privileges.rst @@ -0,0 +1,55 @@ +.. _privileges: + +Admin user should grant execute privilege to select ai database users +on the packages ``DBMS_CLOUD``, ``DBMS_CLOUD_AI``, ``DBMS_CLOUD_AI_AGENT`` +and ``DBMS_CLOUD_PIPELINE`` + +.. note:: + + All sample scripts in this documentation read Oracle database connection + details from the environment. Create a dotenv file ``.env``, export the + the following environment variables and source it before running the + scripts. + + .. code-block:: sh + + export SELECT_AI_ADMIN_USER= + export SELECT_AI_ADMIN_PASSWORD= + export SELECT_AI_USER= + export SELECT_AI_PASSWORD= + export SELECT_AI_DB_CONNECT_STRING= + export TNS_ADMIN= + +*************** +Grant privilege +*************** + +Connect as admin and run the method +``select_ai.grant_privileges(users=select_ai_user)`` to grant relevant select ai +privileges to other users + + +.. literalinclude:: ../../../samples/select_ai_grant_privilege.py + :language: python + :lines: 15- + +output:: + + Granted privileges to: + + +**************** +Revoke privilege +**************** + +Similarly, to revoke use the method +``select_ai.revoke_privileges(users=select_ai_user)`` + + +.. literalinclude:: ../../../samples/select_ai_revoke_privilege.py + :language: python + :lines: 15- + +output:: + + Granted privileges to: diff --git a/doc/source/user_guide/provider.rst b/doc/source/user_guide/provider.rst index e998818..2b587e5 100644 --- a/doc/source/user_guide/provider.rst +++ b/doc/source/user_guide/provider.rst @@ -87,32 +87,15 @@ for the supported providers Enable AI service provider ************************** -.. note:: - - All sample scripts in this documentation read Oracle database connection - details from the environment. Create a dotenv file ``.env``, export the - the following environment variables and source it before running the - scripts. - - .. code-block:: sh - - export SELECT_AI_ADMIN_USER= - export SELECT_AI_ADMIN_PASSWORD= - export SELECT_AI_USER= - export SELECT_AI_PASSWORD= - export SELECT_AI_DB_CONNECT_STRING= - export TNS_ADMIN= - Sync API ++++++++ -This method grants execute privilege on the packages -``DBMS_CLOUD``, ``DBMS_CLOUD_AI`` and ``DBMS_CLOUD_PIPELINE``. It -also enables the database user to invoke the AI(LLM) endpoint +This method adds ACL allowing database users to invoke AI provider's +HTTP endpoint .. literalinclude:: ../../../samples/enable_ai_provider.py :language: python - :lines: 15- + :lines: 14- output:: @@ -136,6 +119,9 @@ output:: Disable AI service provider *************************** +This method removes ACL blocking database users to invoke AI provider's +HTTP endpoint + Sync API ++++++++ diff --git a/samples/async/disable_ai_provider.py b/samples/async/disable_ai_provider.py index 8e53601..551553c 100644 --- a/samples/async/disable_ai_provider.py +++ b/samples/async/disable_ai_provider.py @@ -8,7 +8,7 @@ # ----------------------------------------------------------------------------- # async/disable_ai_provider.py # -# Async API to disable AI provider for database users +# Remove ACL to invoke AI provider's HTTP endpoint # ----------------------------------------------------------------------------- import asyncio @@ -24,7 +24,7 @@ async def main(): await select_ai.async_connect(user=admin_user, password=password, dsn=dsn) - await select_ai.async_disable_provider( + await select_ai.async_revoke_http_access( users=select_ai_user, provider_endpoint="*.openai.azure.com" ) print("Disabled AI provider for user: ", select_ai_user) diff --git a/samples/async/enable_ai_provider.py b/samples/async/enable_ai_provider.py index ef5c5cb..dcadb75 100644 --- a/samples/async/enable_ai_provider.py +++ b/samples/async/enable_ai_provider.py @@ -8,7 +8,7 @@ # ----------------------------------------------------------------------------- # async/enable_ai_provider.py # -# Async API to enable AI provider for database users +# Add ACL to invoke AI provider's HTTP endpoint # ----------------------------------------------------------------------------- import asyncio @@ -24,7 +24,7 @@ async def main(): await select_ai.async_connect(user=admin_user, password=password, dsn=dsn) - await select_ai.async_enable_provider( + await select_ai.async_grant_http_access( users=select_ai_user, provider_endpoint="*.openai.azure.com" ) print("Enabled AI provider for user: ", select_ai_user) diff --git a/samples/async/select_ai_grant_privilege.py b/samples/async/select_ai_grant_privilege.py new file mode 100644 index 0000000..8fa772c --- /dev/null +++ b/samples/async/select_ai_grant_privilege.py @@ -0,0 +1,34 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# async/select_ai_grant_privilege.py +# +# Grant execute privileges on DBMS_CLOUD, DMBS_CLOUD_AI, DBMS_CLOUD_AI_AGENT +# and DBMS_CLOUD_PIPELINE PL/SQL packages +# ----------------------------------------------------------------------------- + +import asyncio +import os + +import select_ai + +admin_user = os.getenv("SELECT_AI_ADMIN_USER") +password = os.getenv("SELECT_AI_ADMIN_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") +select_ai_user = os.getenv("SELECT_AI_USER") + + +async def main(): + await select_ai.async_connect(user=admin_user, password=password, dsn=dsn) + await select_ai.async_grant_privileges( + users=select_ai_user, + ) + print("Granted privileges to: ", select_ai_user) + + +asyncio.run(main()) diff --git a/samples/async/select_ai_revoke_privilege.py b/samples/async/select_ai_revoke_privilege.py new file mode 100644 index 0000000..f853f75 --- /dev/null +++ b/samples/async/select_ai_revoke_privilege.py @@ -0,0 +1,34 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# async/select_ai_revoke_privilege.py +# +# Revoke execute privileges on DBMS_CLOUD, DMBS_CLOUD_AI, DBMS_CLOUD_AI_AGENT +# and DBMS_CLOUD_PIPELINE PL/SQL packages +# ----------------------------------------------------------------------------- + +import asyncio +import os + +import select_ai + +admin_user = os.getenv("SELECT_AI_ADMIN_USER") +password = os.getenv("SELECT_AI_ADMIN_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") +select_ai_user = os.getenv("SELECT_AI_USER") + + +async def main(): + await select_ai.async_connect(user=admin_user, password=password, dsn=dsn) + await select_ai.async_revoke_privileges( + users=select_ai_user, + ) + print("Revoked privileges from: ", select_ai_user) + + +asyncio.run(main()) diff --git a/samples/disable_ai_provider.py b/samples/disable_ai_provider.py index 66d3748..38af282 100644 --- a/samples/disable_ai_provider.py +++ b/samples/disable_ai_provider.py @@ -8,9 +8,9 @@ # ----------------------------------------------------------------------------- # disable_ai_provider.py # -# Revokes privileges from the database user and removes ACL to invoke the AI -# Provider endpoint +# Removes ACL to invoke the AI Provider's HTTP endpoint # ----------------------------------------------------------------------------- + import os import select_ai @@ -21,7 +21,7 @@ select_ai_user = os.getenv("SELECT_AI_USER") select_ai.connect(user=admin_user, password=password, dsn=dsn) -select_ai.disable_provider( +select_ai.revoke_http_access( users=select_ai_user, provider_endpoint="*.openai.azure.com" ) print("Disabled AI provider for user: ", select_ai_user) diff --git a/samples/enable_ai_provider.py b/samples/enable_ai_provider.py index 5b94585..722b584 100644 --- a/samples/enable_ai_provider.py +++ b/samples/enable_ai_provider.py @@ -8,8 +8,7 @@ # ----------------------------------------------------------------------------- # enable_ai_provider.py # -# Grants privileges to the database user and add ACL to invoke the AI Provider -# endpoint +# Adds ACL to invoke the AI Provider's HTTP endpoint # ----------------------------------------------------------------------------- import os @@ -22,7 +21,7 @@ select_ai_user = os.getenv("SELECT_AI_USER") select_ai.connect(user=admin_user, password=password, dsn=dsn) -select_ai.enable_provider( +select_ai.grant_http_access( users=select_ai_user, provider_endpoint="api.OPENAI.com" ) print("Enabled AI provider for user: ", select_ai_user) diff --git a/samples/select_ai_grant_privilege.py b/samples/select_ai_grant_privilege.py new file mode 100644 index 0000000..6fb6172 --- /dev/null +++ b/samples/select_ai_grant_privilege.py @@ -0,0 +1,27 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# select_ai_grant_privilege.py +# +# Grant execute privileges on DBMS_CLOUD, DMBS_CLOUD_AI, DBMS_CLOUD_AI_AGENT +# and DBMS_CLOUD_PIPELINE PL/SQL packages +# ----------------------------------------------------------------------------- + +import os + +import select_ai + +admin_user = os.getenv("SELECT_AI_ADMIN_USER") +password = os.getenv("SELECT_AI_ADMIN_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") +select_ai_user = os.getenv("SELECT_AI_USER") + + +select_ai.connect(user=admin_user, password=password, dsn=dsn) +select_ai.grant_privileges(users=select_ai_user) +print("Granted privileges to: ", select_ai_user) diff --git a/samples/select_ai_revoke_privilege.py b/samples/select_ai_revoke_privilege.py new file mode 100644 index 0000000..af29b7b --- /dev/null +++ b/samples/select_ai_revoke_privilege.py @@ -0,0 +1,27 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# select_ai_revoke_privilege.py +# +# Revoke execute privileges on DBMS_CLOUD, DMBS_CLOUD_AI, DBMS_CLOUD_AI_AGENT +# and DBMS_CLOUD_PIPELINE PL/SQL packages +# ----------------------------------------------------------------------------- + +import os + +import select_ai + +admin_user = os.getenv("SELECT_AI_ADMIN_USER") +password = os.getenv("SELECT_AI_ADMIN_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") +select_ai_user = os.getenv("SELECT_AI_USER") + + +select_ai.connect(user=admin_user, password=password, dsn=dsn) +select_ai.revoke_privileges(users=select_ai_user) +print("Revoked privileges from: ", select_ai_user) diff --git a/src/select_ai/__init__.py b/src/select_ai/__init__.py index 16f7174..82cf4f3 100644 --- a/src/select_ai/__init__.py +++ b/src/select_ai/__init__.py @@ -34,9 +34,11 @@ async_grant_http_access, async_grant_privileges, async_revoke_http_access, + async_revoke_privileges, grant_http_access, grant_privileges, revoke_http_access, + revoke_privileges, ) from .profile import Profile from .provider import ( diff --git a/src/select_ai/base_profile.py b/src/select_ai/base_profile.py index adf8943..e78a9f0 100644 --- a/src/select_ai/base_profile.py +++ b/src/select_ai/base_profile.py @@ -114,10 +114,10 @@ async def async_create(cls, **kwargs): for k, v in kwargs.items(): if isinstance(v, oracledb.AsyncLOB): v = await v.read() - if k in Provider.keys(): - provider_attributes[Provider.key_alias(k)] = v - else: - profile_attributes[k] = v + if k in Provider.keys(): + provider_attributes[Provider.key_alias(k)] = v + else: + profile_attributes[k] = v provider = Provider.create(**provider_attributes) profile_attributes["provider"] = provider return ProfileAttributes(**profile_attributes) diff --git a/tests/conftest.py b/tests/conftest.py index 49d48b6..68986b2 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -25,14 +25,14 @@ # OpenAI # PYSAI_TEST_OPENAI_API_KEY - import os +import uuid import pytest import select_ai PYSAI_TEST_USER = "PYSAI_TEST_USER" -PYSAI_OCI_CREDENTIAL_NAME = "PYSAI_OCI_CREDENTIAL" +PYSAI_OCI_CREDENTIAL_NAME = f"PYSAI_OCI_CREDENTIAL_{uuid.uuid4().hex.upper()}" def get_env_value(name, default_value=None, required=False): @@ -110,7 +110,9 @@ def connect(setup_test_user, test_env): @pytest.fixture(autouse=True, scope="session") async def async_connect(setup_test_user, test_env, anyio_backend): - await select_ai.async_connect(**test_env.connect_params()) + await select_ai.async_connect( + **test_env.connect_params(), disable_oob=True + ) yield await select_ai.async_disconnect() @@ -147,7 +149,8 @@ def oci_credential(connect, test_env): "fingerprint": get_env_value("OCI_FINGERPRINT", required=True), } select_ai.create_credential(credential, replace=True) - return credential + yield credential + select_ai.delete_credential(PYSAI_OCI_CREDENTIAL_NAME) @pytest.fixture(scope="module") diff --git a/tests/test_1000_basic_sanity.py b/tests/test_1000_basic_sanity.py index d52df13..c248e98 100644 --- a/tests/test_1000_basic_sanity.py +++ b/tests/test_1000_basic_sanity.py @@ -30,7 +30,6 @@ def oci_gen_ai_profile(oci_credential, oci_compartment_id, test_env): oci_compartment_id=oci_compartment_id, oci_apiformat="GENERIC" ), ), - replace=True, ) yield profile profile.delete(force=True) diff --git a/tests/test_1100_basic_sanity_async.py b/tests/test_1100_basic_sanity_async.py index 4926aef..45f4a45 100644 --- a/tests/test_1100_basic_sanity_async.py +++ b/tests/test_1100_basic_sanity_async.py @@ -20,7 +20,7 @@ @pytest.fixture(scope="module") async def async_oci_gen_ai_profile( - oci_credential, oci_compartment_id, test_env + async_connect, oci_credential, oci_compartment_id, test_env ): profile = await select_ai.AsyncProfile( profile_name=ASYNC_PROFILE_NAME, @@ -32,7 +32,6 @@ async def async_oci_gen_ai_profile( oci_compartment_id=oci_compartment_id, oci_apiformat="GENERIC" ), ), - replace=True, ) yield profile await profile.delete(force=True) From fe97f97ea7640149c320b7e4e746ca10d76c1e1e Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Thu, 23 Oct 2025 16:57:08 -0700 Subject: [PATCH 12/21] Setup test data job in Github actions --- .github/workflows/test.yaml | 35 ++++++++++++++++++++++++++++++++++- 1 file changed, 34 insertions(+), 1 deletion(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index fd5918b..c949b72 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -2,8 +2,42 @@ name: select_ai_py_tests on: push jobs: + pysai_test_data_setup: + runs-on: ubuntu-latest + steps: + - name: Check out python-select-ai repository code + uses: actions/checkout@v5 + + - name: Set up Python 3.12 + uses: actions/setup-python@v6 + with: + python-version: 3.12 + + - name: Install select_ai with core dependencies + run: | + python -m pip install --upgrade pip + pip install pytest anyio + pip install -e . + + - name: Create Schema + run: | + pytest tests/create_schema.py + env: + PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }} + PYSAI_TEST_USER_PASSWORD: ${{ secrets.PYSAI_TEST_USER_PASSWORD }} + PYSAI_TEST_ADMIN_USER: ${{ secrets.PYSAI_TEST_ADMIN_USER }} + PYSAI_TEST_ADMIN_PASSWORD: ${{ secrets.PYSAI_TEST_ADMIN_PASSWORD }} + PYSAI_TEST_CONNECT_STRING: ${{ secrets.PYSAI_TEST_CONNECT_STRING }} + PYSAI_TEST_OCI_USER_OCID: ${{ secrets.PYSAI_TEST_OCI_USER_OCID }} + PYSAI_TEST_OCI_TENANCY_OCID: ${{ secrets.PYSAI_TEST_OCI_TENANCY_OCID }} + PYSAI_TEST_OCI_PRIVATE_KEY: ${{ secrets.PYSAI_TEST_OCI_PRIVATE_KEY }} + PYSAI_TEST_OCI_FINGERPRINT: ${{ secrets.PYSAI_TEST_OCI_FINGERPRINT }} + PYSAI_TEST_OCI_COMPARTMENT_ID: ${{ secrets.PYSAI_TEST_OCI_COMPARTMENT_ID }} + + pysai_unittests: runs-on: ${{ matrix.os }} + needs: pysai_test_data_setup strategy: fail-fast: true matrix: @@ -27,7 +61,6 @@ jobs: - name: Run select_ai tests run: | - pytest tests/create_schema.py pytest -vv env: PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }} From a8286377d2fab12f8ac77b125c8c85099b175426 Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Thu, 23 Oct 2025 23:40:49 -0700 Subject: [PATCH 13/21] Support for Python 3.14 and dynamic tests --- .github/workflows/test.yaml | 48 +++++++++---------------------------- pyproject.toml | 1 + src/select_ai/db.py | 7 +++++- tests/conftest.py | 4 +--- 4 files changed, 19 insertions(+), 41 deletions(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index c949b72..6c263eb 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -2,47 +2,13 @@ name: select_ai_py_tests on: push jobs: - pysai_test_data_setup: - runs-on: ubuntu-latest - steps: - - name: Check out python-select-ai repository code - uses: actions/checkout@v5 - - - name: Set up Python 3.12 - uses: actions/setup-python@v6 - with: - python-version: 3.12 - - - name: Install select_ai with core dependencies - run: | - python -m pip install --upgrade pip - pip install pytest anyio - pip install -e . - - - name: Create Schema - run: | - pytest tests/create_schema.py - env: - PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }} - PYSAI_TEST_USER_PASSWORD: ${{ secrets.PYSAI_TEST_USER_PASSWORD }} - PYSAI_TEST_ADMIN_USER: ${{ secrets.PYSAI_TEST_ADMIN_USER }} - PYSAI_TEST_ADMIN_PASSWORD: ${{ secrets.PYSAI_TEST_ADMIN_PASSWORD }} - PYSAI_TEST_CONNECT_STRING: ${{ secrets.PYSAI_TEST_CONNECT_STRING }} - PYSAI_TEST_OCI_USER_OCID: ${{ secrets.PYSAI_TEST_OCI_USER_OCID }} - PYSAI_TEST_OCI_TENANCY_OCID: ${{ secrets.PYSAI_TEST_OCI_TENANCY_OCID }} - PYSAI_TEST_OCI_PRIVATE_KEY: ${{ secrets.PYSAI_TEST_OCI_PRIVATE_KEY }} - PYSAI_TEST_OCI_FINGERPRINT: ${{ secrets.PYSAI_TEST_OCI_FINGERPRINT }} - PYSAI_TEST_OCI_COMPARTMENT_ID: ${{ secrets.PYSAI_TEST_OCI_COMPARTMENT_ID }} - - - pysai_unittests: + test: runs-on: ${{ matrix.os }} - needs: pysai_test_data_setup strategy: fail-fast: true matrix: os: [ ubuntu-latest ] - python-version: ['3.11', '3.12', '3.13'] + python-version: ['3.11', '3.12', '3.13', '3.14'] steps: - name: Check out python-select-ai repository code @@ -53,6 +19,12 @@ jobs: with: python-version: ${{ matrix.python-version }} + - name: Replace dot in python version with empty space + run: | + python_version=${{matrix.python-version}} + new_version="${python_version//./ }" + echo "PYTHON_VERSION_WITHOUT_DOT=${new_version}" >> $GITHUB_ENV + - name: Install select_ai with core dependencies run: | python -m pip install --upgrade pip @@ -61,9 +33,11 @@ jobs: - name: Run select_ai tests run: | + python_version=${{matrix.python-version}} + pytest tests/create_schema.py pytest -vv env: - PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }} + PYSAI_TEST_USER: ${{ secrets.PYSAI_TEST_USER }}_${{env.PYTHON_VERSION_WITHOUT_DOT}} PYSAI_TEST_USER_PASSWORD: ${{ secrets.PYSAI_TEST_USER_PASSWORD }} PYSAI_TEST_ADMIN_USER: ${{ secrets.PYSAI_TEST_ADMIN_USER }} PYSAI_TEST_ADMIN_PASSWORD: ${{ secrets.PYSAI_TEST_ADMIN_PASSWORD }} diff --git a/pyproject.toml b/pyproject.toml index a02d3cc..637806b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,6 +33,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Programming Language :: Python :: Implementation :: CPython", "Topic :: Database", "Topic :: Scientific/Engineering :: Artificial Intelligence", diff --git a/src/select_ai/db.py b/src/select_ai/db.py index 1a7987a..19da695 100644 --- a/src/select_ai/db.py +++ b/src/select_ai/db.py @@ -59,7 +59,12 @@ async def async_connect(user: str, password: str, dsn: str, *args, **kwargs): object """ async_conn = await oracledb.connect_async( - user=user, password=password, dsn=dsn, *args, **kwargs + user=user, + password=password, + dsn=dsn, + connection_id_prefix="async-python-select-ai", + *args, + **kwargs, ) _set_connection(async_conn=async_conn) diff --git a/tests/conftest.py b/tests/conftest.py index 68986b2..0d62ac0 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -110,9 +110,7 @@ def connect(setup_test_user, test_env): @pytest.fixture(autouse=True, scope="session") async def async_connect(setup_test_user, test_env, anyio_backend): - await select_ai.async_connect( - **test_env.connect_params(), disable_oob=True - ) + await select_ai.async_connect(**test_env.connect_params()) yield await select_ai.async_disconnect() From 4a8fb878de2d69ab863b2d44a81a559538925c9f Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Thu, 23 Oct 2025 23:44:45 -0700 Subject: [PATCH 14/21] fix code to determine python version --- .github/workflows/test.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index 6c263eb..1e56710 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -22,7 +22,7 @@ jobs: - name: Replace dot in python version with empty space run: | python_version=${{matrix.python-version}} - new_version="${python_version//./ }" + new_version="${python_version//./}" echo "PYTHON_VERSION_WITHOUT_DOT=${new_version}" >> $GITHUB_ENV - name: Install select_ai with core dependencies From a6446c27d287816fab7cd02a8890da714a539722 Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Wed, 29 Oct 2025 23:43:38 -0700 Subject: [PATCH 15/21] - Added support for Select AI Summarize and feedback - Unified set_attributes and set_attribute implementation across all AI objects - Added AI agent, tool, task and team methods --- .github/workflows/test.yaml | 2 +- samples/agent/agent_create.py | 16 ++- samples/agent/movie_analyst.py | 46 +++++---- samples/agent/task_create.py | 13 +++ samples/agent/tasks_list.py | 13 +++ samples/agent/team_create.py | 13 +++ samples/agent/tool_create.py | 2 +- samples/agent/tool_create_human.py | 35 ------- samples/agent/websearch_agent.py | 19 +++- src/select_ai/action.py | 2 + src/select_ai/agent/core.py | 73 ++++++++++++-- src/select_ai/agent/sql.py | 2 +- src/select_ai/agent/task.py | 69 +++++++++++-- src/select_ai/agent/team.py | 62 ++++++++++-- src/select_ai/agent/tool.py | 88 +++++++++++++++-- src/select_ai/async_profile.py | 152 ++++++++++++++++++++++++++--- src/select_ai/base_profile.py | 76 ++++++++++++++- src/select_ai/conversation.py | 2 + src/select_ai/feedback.py | 19 ++++ src/select_ai/profile.py | 152 ++++++++++++++++++++++++++--- src/select_ai/summary.py | 61 ++++++++++++ src/select_ai/vector_index.py | 64 +++--------- 22 files changed, 812 insertions(+), 169 deletions(-) delete mode 100644 samples/agent/tool_create_human.py create mode 100644 src/select_ai/feedback.py create mode 100644 src/select_ai/summary.py diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index 1e56710..b404a64 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -27,7 +27,7 @@ jobs: - name: Install select_ai with core dependencies run: | - python -m pip install --upgrade pip + python -m pip install --upgrade pip setuptools pip install pytest anyio pip install -e . diff --git a/samples/agent/agent_create.py b/samples/agent/agent_create.py index d8801d9..51e5096 100644 --- a/samples/agent/agent_create.py +++ b/samples/agent/agent_create.py @@ -1,3 +1,16 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# agent_create.py +# +# Create an agent to answer any movie related questions +# ----------------------------------------------------------------------------- + import os import select_ai @@ -9,10 +22,7 @@ user = os.getenv("SELECT_AI_USER") password = os.getenv("SELECT_AI_PASSWORD") dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") - select_ai.connect(user=user, password=password, dsn=dsn) - -# Agent agent_attributes = AgentAttributes( profile_name="LLAMA_4_MAVERICK", role="You are an AI Movie Analyst. " diff --git a/samples/agent/movie_analyst.py b/samples/agent/movie_analyst.py index 40900dd..99de1be 100644 --- a/samples/agent/movie_analyst.py +++ b/samples/agent/movie_analyst.py @@ -1,3 +1,16 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# movie_analyst.py +# +# Demonstrates movie analyst AI agent +# ----------------------------------------------------------------------------- + import os import uuid @@ -18,41 +31,38 @@ select_ai.connect(user=user, password=password, dsn=dsn) # Agent -agent_attributes = AgentAttributes( - profile_name="oci_ai_profile", - role="You are an AI Movie Analyst. " - "Your can help answer a variety of questions related to movies. ", - enable_human_tool=False, -) agent = Agent( agent_name="MOVIE_ANALYST", - attributes=agent_attributes, + attributes=AgentAttributes( + profile_name="oci_ai_profile", + role="You are an AI Movie Analyst. " + "Your can help answer a variety of questions related to movies. ", + enable_human_tool=False, + ), ) agent.create(enabled=True, replace=True) print("Create Agent", agent) # Task -task_attributes = TaskAttributes( - instruction="Help the user with their request about movies. " - "User question: {query}", - enable_human_tool=False, -) task = Task( task_name="ANALYZE_MOVIE_TASK", description="Movie task involving a human", - attributes=task_attributes, + attributes=TaskAttributes( + instruction="Help the user with their request about movies. " + "User question: {query}", + enable_human_tool=False, + ), ) task.create(replace=True) print("Created Task", task) # Team -team_attributes = TeamAttributes( - agents=[{"name": "MOVIE_ANALYST", "task": "ANALYZE_MOVIE_TASK"}], - process="sequential", -) team = Team( team_name="MOVIE_AGENT_TEAM", - attributes=team_attributes, + attributes=TeamAttributes( + agents=[{"name": "MOVIE_ANALYST", "task": "ANALYZE_MOVIE_TASK"}], + process="sequential", + ), ) team.create(enabled=True, replace=True) print( diff --git a/samples/agent/task_create.py b/samples/agent/task_create.py index bf28a41..0cfc078 100644 --- a/samples/agent/task_create.py +++ b/samples/agent/task_create.py @@ -1,3 +1,16 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# task_create.py +# +# Create an AI agent task which uses SQL tool to perform NL2SQL +# ----------------------------------------------------------------------------- + import os from pprint import pformat diff --git a/samples/agent/tasks_list.py b/samples/agent/tasks_list.py index 80aee67..f39f250 100644 --- a/samples/agent/tasks_list.py +++ b/samples/agent/tasks_list.py @@ -1,3 +1,16 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# tasks_list.py +# +# List all tasks saved in the database +# ----------------------------------------------------------------------------- + import os import select_ai diff --git a/samples/agent/team_create.py b/samples/agent/team_create.py index bc95762..f435f9c 100644 --- a/samples/agent/team_create.py +++ b/samples/agent/team_create.py @@ -1,3 +1,16 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# team_create.py +# +# Create a team for movie analyst and run it +# ----------------------------------------------------------------------------- + import os import uuid diff --git a/samples/agent/tool_create.py b/samples/agent/tool_create.py index e3dfb59..f07fc72 100644 --- a/samples/agent/tool_create.py +++ b/samples/agent/tool_create.py @@ -8,7 +8,7 @@ # ----------------------------------------------------------------------------- # tool_create.py # -# Create a tool for +# Create an in-built SQL tool # ----------------------------------------------------------------------------- import os diff --git a/samples/agent/tool_create_human.py b/samples/agent/tool_create_human.py deleted file mode 100644 index 1d40d2a..0000000 --- a/samples/agent/tool_create_human.py +++ /dev/null @@ -1,35 +0,0 @@ -# ----------------------------------------------------------------------------- -# Copyright (c) 2025, Oracle and/or its affiliates. -# -# Licensed under the Universal Permissive License v 1.0 as shown at -# http://oss.oracle.com/licenses/upl. -# ----------------------------------------------------------------------------- - -# ----------------------------------------------------------------------------- -# tool_create_human.py -# -# Create a vector index for Retrieval Augmented Generation (RAG) -# ----------------------------------------------------------------------------- - -import os - -import select_ai -import select_ai.agent - -user = os.getenv("SELECT_AI_USER") -password = os.getenv("SELECT_AI_PASSWORD") -dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") - -select_ai.connect(user=user, password=password, dsn=dsn) - -attributes = select_ai.agent.ToolAttributes( - tool_params=select_ai.agent.HumanToolParams() -) - -human_tool = select_ai.agent.Tool( - attributes=attributes, - tool_name="Human", - description="My Select AI agent human tool", -) - -human_tool.create() diff --git a/samples/agent/websearch_agent.py b/samples/agent/websearch_agent.py index 3bfca76..ef53614 100644 --- a/samples/agent/websearch_agent.py +++ b/samples/agent/websearch_agent.py @@ -1,3 +1,16 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# movie_analyst.py +# +# Demonstrates web search AI agent +# ----------------------------------------------------------------------------- + import os import select_ai @@ -19,7 +32,8 @@ SELECT_AI_TEAM_NAME = "WEB_SEARCH_TEAM" USER_QUERIES = { - "d917b055-e8a1-463a-a489-d4328a7b2210": "What are the key features for the product highlighted at this URL https://www.oracle.com/artificial-intelligence/database-machine-learning", + "d917b055-e8a1-463a-a489-d4328a7b2210": "What are the key features for the product highlighted at " + "this URL https://www.oracle.com/artificial-intelligence/database-machine-learning", "c2e3ff20-f56d-40e7-987c-cc72740c75a5": "What is the main topic at this URL https://www.oracle.com/artificial-intelligence/database-machine-learning", "25e23a25-07b9-4ed7-be11-f7e5e445d286": "What is the main topic at this URL https://openai.com", } @@ -68,7 +82,8 @@ attributes=AgentAttributes( profile_name=OPEN_AI_PROFILE_NAME, enable_human_tool=False, - role="You are a specialized web search agent that can access web page contents and respond to questions based on its content.", + role="You are a specialized web search agent that can access web page " + "contents and respond to questions based on its content.", ), ) agent.create(replace=True) diff --git a/src/select_ai/action.py b/src/select_ai/action.py index fe1991b..01dbee3 100644 --- a/src/select_ai/action.py +++ b/src/select_ai/action.py @@ -19,3 +19,5 @@ class Action(StrEnum): NARRATE = "narrate" CHAT = "chat" SHOWPROMPT = "showprompt" + FEEDBACK = "feedback" + SUMMARIZE = "summarize" diff --git a/src/select_ai/agent/core.py b/src/select_ai/agent/core.py index fb818da..b3171ac 100644 --- a/src/select_ai/agent/core.py +++ b/src/select_ai/agent/core.py @@ -91,7 +91,9 @@ class Agent(BaseAgent): @staticmethod def _get_attributes(agent_name: str) -> AgentAttributes: with cursor() as cr: - cr.execute(GET_USER_AI_AGENT, agent_name=agent_name.upper()) + cr.execute( + GET_USER_AI_AGENT_ATTRIBUTES, agent_name=agent_name.upper() + ) attributes = cr.fetchall() if attributes: post_processed_attributes = {} @@ -104,6 +106,19 @@ def _get_attributes(agent_name: str) -> AgentAttributes: else: raise AgentNotFoundError(agent_name=agent_name) + @staticmethod + def _get_description(agent_name: str) -> Union[str, None]: + with cursor() as cr: + cr.execute(GET_USER_AI_AGENT, agent_name=agent_name.upper()) + agent = cr.fetchone() + if agent: + if agent[1] is not None: + return agent[1].read() + else: + return None + else: + raise AgentNotFoundError(agent_name) + def create( self, enabled: Optional[bool] = True, replace: Optional[bool] = False ): @@ -168,15 +183,26 @@ def delete(self, force: Optional[bool] = False): def disable(self): """ Disable AI Agent - """ - pass + with cursor as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DISABLE_AGENT", + keyword_parameters={ + "agent_name": self.agent_name, + }, + ) def enable(self): """ Enable AI Agent """ - pass + with cursor as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.ENABLE_AGENT", + keyword_parameters={ + "agent_name": self.agent_name, + }, + ) @classmethod def fetch(cls, agent_name: str) -> "Agent": @@ -192,7 +218,13 @@ def fetch(cls, agent_name: str) -> "Agent": If the AI Agent is not found """ - pass + attributes = cls._get_attributes(agent_name=agent_name) + description = cls._get_description(agent_name=agent_name) + return cls( + agent_name=agent_name, + attributes=attributes, + description=description, + ) @classmethod def list( @@ -228,8 +260,35 @@ def list( def set_attributes(self, attributes: AgentAttributes) -> None: """ Set AI Agent attributes + + :param select_ai.agent.AgentAttributes attributes: Multiple attributes + can be specified by passing an AgentAttributes object """ - pass + parameters = { + "object_name": self.agent_name, + "object_type": "agent", + "attributes": attributes.json(), + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTES", + keyword_parameters=parameters, + ) + self.attributes = self._get_attributes(agent_name=self.agent_name) def set_attribute(self, attribute_name: str, attribute_value: Any) -> None: - pass + """ + Set a single AI Agent attribute specified using name and value + """ + parameters = { + "object_name": self.agent_name, + "object_type": "agent", + "attribute_name": attribute_name, + "attribute_value": attribute_value, + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTE", + keyword_parameters=parameters, + ) + self.attributes = self._get_attributes(agent_name=self.agent_name) diff --git a/src/select_ai/agent/sql.py b/src/select_ai/agent/sql.py index a63f8a9..a46a795 100644 --- a/src/select_ai/agent/sql.py +++ b/src/select_ai/agent/sql.py @@ -42,7 +42,7 @@ WHERE REGEXP_LIKE(t.task_name, :task_name_pattern, 'i') """ -GET_USER_AI_TOOL = """ +GET_USER_AI_AGENT_TOOL = """ SELECT t.tool_name, t.description FROM USER_AI_AGENT_TOOLS t WHERE t.tool_name = :tool_name diff --git a/src/select_ai/agent/task.py b/src/select_ai/agent/task.py index 5a71328..1f21ad0 100644 --- a/src/select_ai/agent/task.py +++ b/src/select_ai/agent/task.py @@ -113,6 +113,19 @@ def _get_attributes(task_name: str) -> TaskAttributes: else: raise AgentTaskNotFoundError(task_name=task_name) + @staticmethod + def _get_description(task_name: str) -> Union[str, None]: + with cursor() as cr: + cr.execute(GET_USER_AI_AGENT_TASK, task_name=task_name.upper()) + task = cr.fetchone() + if task: + if task[1] is not None: + return task[1].read() + else: + return None + else: + raise AgentTaskNotFoundError(task_name) + def create( self, enabled: Optional[bool] = True, replace: Optional[bool] = False ): @@ -179,13 +192,25 @@ def disable(self): """ Disable AI Task """ - pass + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DISABLE_TASK", + keyword_parameters={ + "task_name": self.task_name, + }, + ) def enable(self): """ Enable AI Task """ - pass + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.ENABLE_TASK", + keyword_parameters={ + "task_name": self.task_name, + }, + ) @classmethod def list(cls, task_name_pattern: Optional[str] = ".*") -> Iterator["Task"]: @@ -228,20 +253,52 @@ def fetch(cls, task_name: str) -> "Task": :raises select_ai.errors.AgentTaskNotFoundError: If the AI Task is not found """ - pass + attributes = cls._get_attributes(task_name=task_name) + description = cls._get_description(task_name=task_name) + return cls( + task_name=task_name, + description=description, + attributes=attributes, + ) def set_attributes(self, attributes: TaskAttributes): """ Set AI Task attributes + + :param select_ai.agent.TaskAttributes attributes: Multiple attributes + can be specified by passing a TaskAttributes object """ - pass + parameters = { + "object_name": self.task_name, + "object_type": "task", + "attributes": attributes.json(), + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTES", + keyword_parameters=parameters, + ) def set_attribute(self, attribute_name: str, attribute_value: Any): """ Set a single AI Task attribute specified using name and value + + :param str attribute_name: The name of the AI Task attribute + :param str attribute_value: The value of the AI Task attribute + """ - pass + parameters = { + "object_name": self.task_name, + "object_type": "task", + "attribute_name": attribute_name, + "attribute_value": attribute_value, + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTE", + keyword_parameters=parameters, + ) class AsyncTask(BaseTask): - pass + raise NotImplementedError diff --git a/src/select_ai/agent/team.py b/src/select_ai/agent/team.py index 8668396..c5ae938 100644 --- a/src/select_ai/agent/team.py +++ b/src/select_ai/agent/team.py @@ -107,6 +107,19 @@ def _get_attributes(team_name: str) -> TeamAttributes: else: raise AgentTeamNotFoundError(team_name=team_name) + @staticmethod + def _get_description(team_name: str) -> Union[str, None]: + with cursor() as cr: + cr.execute(GET_USER_AI_AGENT_TEAM, task_name=team_name.upper()) + team = cr.fetchone() + if team: + if team[1] is not None: + return team[1].read() + else: + return None + else: + raise AgentTeamNotFoundError(team_name=team_name) + def create( self, enabled: Optional[bool] = True, replace: Optional[bool] = False ): @@ -171,16 +184,28 @@ def disable(self): """ Disable the AI agent team """ - pass + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DISABLE_TEAM", + keyword_parameters={ + "team_name": self.team_name, + }, + ) def enable(self): """ Enable the AI agent team """ - pass + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.ENABLE_TEAM", + keyword_parameters={ + "team_name": self.team_name, + }, + ) @classmethod - def fetch(cls) -> "Team": + def fetch(cls, team_name: str) -> "Team": """ Fetch AI Team attributes from the Database and build a proxy object in the Python layer @@ -192,7 +217,13 @@ def fetch(cls) -> "Team": :raises select_ai.errors.AgentTeamNotFoundError: If the AI Team is not found """ - pass + attributes = cls._get_attributes(team_name) + description = cls._get_description(team_name) + return cls( + team_name=team_name, + attributes=attributes, + description=description, + ) @classmethod def list(cls, team_name_pattern: Optional[str] = ".*") -> Iterator["Team"]: @@ -270,11 +301,30 @@ def set_attributes(self, attributes: TeamAttributes) -> None: """ Set the attributes of the AI Agent team """ - pass + parameters = { + "object_name": self.team_name, + "object_type": "team", + "attributes": attributes.json(), + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTES", + keyword_parameters=parameters, + ) def set_attribute(self, attribute_name: str, attribute_value: Any) -> None: """ Set the attribute of the AI Agent team specified by `attribute_name` and `attribute_value`. """ - pass + parameters = { + "object_name": self.team_name, + "object_type": "team", + "attribute_name": attribute_name, + "attribute_value": attribute_value, + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTE", + keyword_parameters=parameters, + ) diff --git a/src/select_ai/agent/tool.py b/src/select_ai/agent/tool.py index 807ace8..0992bd2 100644 --- a/src/select_ai/agent/tool.py +++ b/src/select_ai/agent/tool.py @@ -8,7 +8,15 @@ import json from abc import ABC from dataclasses import dataclass -from typing import AsyncGenerator, Iterator, List, Mapping, Optional, Union +from typing import ( + Any, + AsyncGenerator, + Iterator, + List, + Mapping, + Optional, + Union, +) import oracledb @@ -16,6 +24,7 @@ from select_ai._abc import SelectAIDataClass from select_ai._enums import StrEnum from select_ai.agent.sql import ( + GET_USER_AI_AGENT_TOOL, GET_USER_AI_AGENT_TOOL_ATTRIBUTES, LIST_USER_AI_AGENT_TOOLS, ) @@ -274,6 +283,19 @@ def _get_attributes(tool_name: str) -> ToolAttributes: else: raise AgentToolNotFoundError(tool_name=tool_name) + @staticmethod + def _get_description(tool_name: str) -> Union[str, None]: + with cursor() as cr: + cr.execute(GET_USER_AI_AGENT_TOOL, tool_name=tool_name.upper()) + tool = cr.fetchone() + if tool: + if tool[1] is not None: + return tool[1].read() + else: + return None + else: + raise AgentToolNotFoundError(tool_name=tool_name) + def create( self, enabled: Optional[bool] = True, replace: Optional[bool] = False ): @@ -548,12 +570,6 @@ def create_websearch_tool( replace=replace, ) - def disable(self): - """ - Disable AI Tool - """ - pass - def delete(self, force: bool = False): """ Delete AI Tool from the database @@ -569,11 +585,29 @@ def delete(self, force: bool = False): }, ) + def disable(self): + """ + Disable AI Tool + """ + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.DISABLE_TOOL", + keyword_parameters={ + "tool_name": self.tool_name, + }, + ) + def enable(self): """ Enable AI Tool """ - pass + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.ENABLE_TOOL", + keyword_parameters={ + "tool_name": self.tool_name, + }, + ) @classmethod def fetch(cls, tool_name: str) -> "Tool": @@ -589,7 +623,11 @@ def fetch(cls, tool_name: str) -> "Tool": If the AI Tool is not found """ - pass + attributes = cls._get_attributes(tool_name) + description = cls._get_description(tool_name) + return cls( + tool_name=tool_name, attributes=attributes, description=description + ) @classmethod def list(cls, tool_name_pattern: str = ".*") -> Iterator["Tool"]: @@ -618,3 +656,35 @@ def list(cls, tool_name_pattern: str = ".*") -> Iterator["Tool"]: description=description, attributes=attributes, ) + + def set_attributes(self, attributes: ToolAttributes) -> None: + """ + Set the attributes of the AI Agent tool + """ + parameters = { + "object_name": self.tool_name, + "object_type": "tool", + "attributes": attributes.json(), + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTES", + keyword_parameters=parameters, + ) + + def set_attribute(self, attribute_name: str, attribute_value: Any) -> None: + """ + Set the attribute of the AI Agent tool specified by + `attribute_name` and `attribute_value`. + """ + parameters = { + "object_name": self.tool_name, + "object_type": "tool", + "attribute_name": attribute_name, + "attribute_value": attribute_value, + } + with cursor() as cr: + cr.callproc( + "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTE", + keyword_parameters=parameters, + ) diff --git a/src/select_ai/async_profile.py b/src/select_ai/async_profile.py index 0439153..c7ed986 100644 --- a/src/select_ai/async_profile.py +++ b/src/select_ai/async_profile.py @@ -25,16 +25,23 @@ BaseProfile, ProfileAttributes, no_data_for_prompt, + validate_params_for_feedback, + validate_params_for_summary, ) from select_ai.conversation import AsyncConversation from select_ai.db import async_cursor, async_get_connection from select_ai.errors import ProfileExistsError, ProfileNotFoundError +from select_ai.feedback import ( + FeedbackOperation, + FeedbackType, +) from select_ai.provider import Provider from select_ai.sql import ( GET_USER_AI_PROFILE, GET_USER_AI_PROFILE_ATTRIBUTES, LIST_USER_AI_PROFILES, ) +from select_ai.summary import SummaryParams from select_ai.synthetic_data import SyntheticDataAttributes __all__ = ["AsyncProfile"] @@ -201,8 +208,6 @@ async def set_attributes(self, attributes: ProfileAttributes): "'attributes' must be an object of type " "select_ai.ProfileAttributes" ) - - self.attributes = attributes parameters = { "profile_name": self.profile_name, "attributes": self.attributes.json(), @@ -211,6 +216,7 @@ async def set_attributes(self, attributes: ProfileAttributes): await cr.callproc( "DBMS_CLOUD_AI.SET_ATTRIBUTES", keyword_parameters=parameters ) + self.attributes = await self.get_attributes() async def create( self, replace: Optional[int] = False, description: Optional[str] = None @@ -266,26 +272,108 @@ async def delete(self, force=False) -> None: ) @classmethod - async def _from_db(cls, profile_name: str) -> "AsyncProfile": + async def fetch(cls, profile_name: str) -> "AsyncProfile": """Asynchronously create an AI Profile object from attributes - saved in the database against the profile + saved in the database :param str profile_name: :return: select_ai.Profile :raises: ProfileNotFoundError """ + attributes = await cls._get_attributes(profile_name=profile_name) + description = await cls._get_profile_description(profile_name) + return cls( + profile_name=profile_name, + description=description, + attributes=attributes, + ) + + async def _save_feedback( + self, + feedback_type: FeedbackType = None, + prompt_spec: Tuple[str, Action] = None, + sql_id: Optional[str] = None, + response: Optional[str] = None, + feedback_content: Optional[str] = None, + operation: Optional[FeedbackOperation] = FeedbackOperation.ADD, + ): + """ + Internal method to provide feedback + """ + params = validate_params_for_feedback( + feedback_type=feedback_type, + feedback_content=feedback_content, + prompt_spec=prompt_spec, + sql_id=sql_id, + response=response, + operation=operation, + ) + params["profile_name"] = self.profile_name async with async_cursor() as cr: - await cr.execute( - GET_USER_AI_PROFILE_ATTRIBUTES, profile_name=profile_name + await cr.callproc( + "DBMS_CLOUD_AI.FEEDBACK", keyword_parameters=params ) - attributes = await cr.fetchall() - if attributes: - attributes = await ProfileAttributes.async_create( - **dict(attributes) - ) - return cls(profile_name=profile_name, attributes=attributes) - else: - raise ProfileNotFoundError(profile_name=profile_name) + + async def add_positive_feedback( + self, + prompt_spec: Optional[Tuple[str, Action]] = None, + sql_id: Optional[str] = None, + ): + """ + Give positive feedback to the LLM + + :param Tuple[str, Action] prompt_spec: First element is the prompt and + second is the corresponding action + :param str sql_id: SQL identifier from V$MAPPED_SQL view + """ + await self._save_feedback( + feedback_type=FeedbackType.POSITIVE, + prompt_spec=prompt_spec, + sql_id=sql_id, + ) + + async def add_negative_feedback( + self, + prompt_spec: Optional[Tuple[str, Action]] = None, + sql_id: Optional[str] = None, + response: Optional[str] = None, + feedback_content: Optional[str] = None, + ): + """ + Give positive feedback to the LLM + + :param Tuple[str, Action] prompt_spec: First element is the prompt and + second is the corresponding action + :param str sql_id: SQL identifier from V$MAPPED_SQL view + :param str response: Expected SQL from LLM + :param str feedback_content: Actual feedback in natural language + """ + await self._save_feedback( + feedback_type=FeedbackType.NEGATIVE, + prompt_spec=prompt_spec, + sql_id=sql_id, + response=response, + feedback_content=feedback_content, + ) + + async def delete_feedback( + self, + prompt_spec: Tuple[str, Action] = None, + sql_id: Optional[str] = None, + ): + """ + Delete feedback from the database + + :param Tuple[str, Action] prompt_spec: First element is the prompt and + second is the corresponding action + :param str sql_id: SQL identifier from V$MAPPED_SQL view + + """ + await self._save_feedback( + operation=FeedbackOperation.DELETE, + prompt_spec=prompt_spec, + sql_id=sql_id, + ) @classmethod async def list( @@ -446,6 +534,42 @@ async def show_prompt(self, prompt: str, params: Mapping = None): prompt, action=Action.SHOWPROMPT, params=params ) + async def summarize( + self, + prompt: str = None, + content: str = None, + location_uri: str = None, + credential_name: str = None, + params: SummaryParams = None, + ) -> str: + """Generate summary + + :param str prompt: Natural language prompt to guide the summary + generation + :param str content: Specifies the text you want to summarize + :param str location_uri: Provides the URI where the text is stored or + the path to a local file stored + :param str credential_name: Identifies the credential object used to + authenticate with the object store + :param select_ai.summary.SummaryParams params: Parameters to include + in the LLM request + """ + parameters = validate_params_for_summary( + prompt=prompt, + location_uri=location_uri, + content=content, + credential_name=credential_name, + params=params, + ) + parameters["profile_name"] = self.profile_name + async with async_cursor() as cr: + data = await cr.callfunc( + "DBMS_CLOUD_AI.SUMMARIZE", + oracledb.DB_TYPE_CLOB, + keyword_parameters=parameters, + ) + return await data.read() if data else None + async def generate_synthetic_data( self, synthetic_data_attributes: SyntheticDataAttributes ) -> None: diff --git a/src/select_ai/base_profile.py b/src/select_ai/base_profile.py index e78a9f0..e434ee5 100644 --- a/src/select_ai/base_profile.py +++ b/src/select_ai/base_profile.py @@ -8,13 +8,18 @@ import json from abc import ABC from dataclasses import dataclass -from typing import List, Mapping, Optional +from typing import List, Mapping, Optional, Tuple import oracledb from select_ai._abc import SelectAIDataClass - -from .provider import Provider +from select_ai.action import Action +from select_ai.feedback import ( + FeedbackOperation, + FeedbackType, +) +from select_ai.provider import Provider +from select_ai.summary import SummaryParams @dataclass @@ -191,3 +196,68 @@ def no_data_for_prompt(result) -> bool: if result == "No data found for the prompt.": return True return False + + +def validate_params_for_feedback( + feedback_type: FeedbackType, + feedback_content: str, + prompt_spec: Tuple[str, Action] = None, + sql_id: Optional[str] = None, + response: Optional[str] = None, + operation: Optional[FeedbackOperation] = FeedbackOperation.ADD, +): + if sql_id and prompt_spec: + raise AttributeError("Either sql_id or prompt_spec must be specified") + if not sql_id and not prompt_spec: + raise AttributeError("Either sql_id or prompt_spec must be specified") + parameters = { + "feedback_type": feedback_type, + "feedback_content": feedback_content, + "operation": operation, + } + if prompt_spec: + prompt, action = prompt_spec + if action not in (Action.RUNSQL, Action.SHOWSQL, Action.EXPLAINSQL): + raise AttributeError( + "'action' must be one of 'RUNSQL', 'SHOWSQL' or 'EXPLAINSQL'" + ) + if ( + action == FeedbackOperation.ADD + and feedback_type == FeedbackType.NEGATIVE + and response is None + ): + raise AttributeError( + "'response' must be specified if feedback_type is NEGATIVE" + ) + sql_text = "select ai {} {}".format(action, prompt) + parameters["sql_text"] = sql_text + elif sql_id: + parameters["sql_id"] = sql_id + return parameters + + +def validate_params_for_summary( + prompt: str = None, + content: str = None, + location_uri: str = None, + credential_name: str = None, + params: SummaryParams = None, +): + if content and location_uri: + raise AttributeError( + "Either content or location_uri must be specified" + ) + if not content and not location_uri: + raise AttributeError( + "Either content or location_uri must be specified" + ) + parameters = {} + if content: + parameters["content"] = content + if credential_name: + parameters["credential_name"] = credential_name + if prompt: + parameters["prompt"] = prompt + if params: + parameters["parameters"] = params.json() + return parameters diff --git a/src/select_ai/conversation.py b/src/select_ai/conversation.py index 84fb10e..1727912 100644 --- a/src/select_ai/conversation.py +++ b/src/select_ai/conversation.py @@ -118,6 +118,7 @@ def set_attributes(self, attributes: ConversationAttributes): "attributes": attributes.json(), }, ) + self.attributes = self.get_attributes() def get_attributes(self) -> ConversationAttributes: """Get attributes of the conversation from the database""" @@ -219,6 +220,7 @@ async def set_attributes(self, attributes: ConversationAttributes): "attributes": attributes.json(), }, ) + self.attributes = await self.get_attributes() async def get_attributes(self) -> ConversationAttributes: """Get attributes of the conversation from the database""" diff --git a/src/select_ai/feedback.py b/src/select_ai/feedback.py new file mode 100644 index 0000000..039d765 --- /dev/null +++ b/src/select_ai/feedback.py @@ -0,0 +1,19 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- +from select_ai._enums import StrEnum + + +class FeedbackType(StrEnum): + + POSITIVE = "positive" + NEGATIVE = "negative" + + +class FeedbackOperation(StrEnum): + + ADD = "add" + DELETE = "delete" diff --git a/src/select_ai/profile.py b/src/select_ai/profile.py index 8dafa9e..c79bffe 100644 --- a/src/select_ai/profile.py +++ b/src/select_ai/profile.py @@ -8,10 +8,11 @@ import json from contextlib import contextmanager from dataclasses import replace as dataclass_replace -from typing import Generator, Iterator, Mapping, Optional, Union +from typing import Generator, Iterator, Mapping, Optional, Tuple, Union import oracledb import pandas +from docutils.nodes import description from select_ai import Conversation from select_ai.action import Action @@ -19,15 +20,19 @@ BaseProfile, ProfileAttributes, no_data_for_prompt, + validate_params_for_feedback, + validate_params_for_summary, ) from select_ai.db import cursor from select_ai.errors import ProfileExistsError, ProfileNotFoundError +from select_ai.feedback import FeedbackOperation, FeedbackType from select_ai.provider import Provider from select_ai.sql import ( GET_USER_AI_PROFILE, GET_USER_AI_PROFILE_ATTRIBUTES, LIST_USER_AI_PROFILES, ) +from select_ai.summary import SummaryParams from select_ai.synthetic_data import SyntheticDataAttributes @@ -182,7 +187,6 @@ def set_attributes(self, attributes: ProfileAttributes): "'attributes' must be an object of type" " select_ai.ProfileAttributes" ) - self.attributes = attributes parameters = { "profile_name": self.profile_name, "attributes": self.attributes.json(), @@ -191,6 +195,7 @@ def set_attributes(self, attributes: ProfileAttributes): cr.callproc( "DBMS_CLOUD_AI.SET_ATTRIBUTES", keyword_parameters=parameters ) + self.attributes = self.get_attributes() def create(self, replace: Optional[int] = False) -> None: """Create an AI Profile in the Database @@ -243,23 +248,106 @@ def delete(self, force=False) -> None: ) @classmethod - def _from_db(cls, profile_name: str) -> "Profile": - """Create a Profile object from attributes saved in the database + def fetch(cls, profile_name: str) -> "Profile": + """Create a proxy Profile object from fetched attributes saved in the + database - :param str profile_name: + :param str profile_name: The name of the AI profile :return: select_ai.Profile :raises: ProfileNotFoundError """ + attributes = cls._get_attributes(profile_name=profile_name) + description = cls._get_profile_description(profile_name=profile_name) + return cls( + profile_name=profile_name, + attributes=attributes, + description=description, + ) + + def _save_feedback( + self, + feedback_type: FeedbackType = None, + prompt_spec: Tuple[str, Action] = None, + sql_id: Optional[str] = None, + response: Optional[str] = None, + feedback_content: Optional[str] = None, + operation: Optional[FeedbackOperation] = FeedbackOperation.ADD, + ): + """ + Internal method to provide feedback + """ + params = validate_params_for_feedback( + feedback_type=feedback_type, + feedback_content=feedback_content, + prompt_spec=prompt_spec, + sql_id=sql_id, + response=response, + operation=operation, + ) + params["profile_name"] = self.profile_name with cursor() as cr: - cr.execute( - GET_USER_AI_PROFILE_ATTRIBUTES, profile_name=profile_name - ) - attributes = cr.fetchall() - if attributes: - attributes = ProfileAttributes.create(**dict(attributes)) - return cls(profile_name=profile_name, attributes=attributes) - else: - raise ProfileNotFoundError(profile_name=profile_name) + cr.callproc("DBMS_CLOUD_AI.FEEDBACK", keyword_parameters=params) + + def add_positive_feedback( + self, + prompt_spec: Optional[Tuple[str, Action]] = None, + sql_id: Optional[str] = None, + ): + """ + Give positive feedback to the LLM + + :param Tuple[str, Action] prompt_spec: First element is the prompt and + second is the corresponding action + :param str sql_id: SQL identifier from V$MAPPED_SQL view + """ + self._save_feedback( + feedback_type=FeedbackType.POSITIVE, + prompt_spec=prompt_spec, + sql_id=sql_id, + ) + + def add_negative_feedback( + self, + prompt_spec: Optional[Tuple[str, Action]] = None, + sql_id: Optional[str] = None, + response: Optional[str] = None, + feedback_content: Optional[str] = None, + ): + """ + Give positive feedback to the LLM + + :param Tuple[str, Action] prompt_spec: First element is the prompt and + second is the corresponding action + :param str sql_id: SQL identifier from V$MAPPED_SQL view + :param str response: Expected SQL from LLM + :param str feedback_content: Actual feedback in natural language + """ + self._save_feedback( + feedback_type=FeedbackType.NEGATIVE, + prompt_spec=prompt_spec, + sql_id=sql_id, + response=response, + feedback_content=feedback_content, + ) + + def delete_feedback( + self, + prompt_spec: Tuple[str, Action] = None, + sql_id: Optional[str] = None, + ): + """ + Delete feedback from the database + + :param Tuple[str, Action] prompt_spec: First element is the prompt and + second is the corresponding action + :param str sql_id: SQL identifier from V$MAPPED_SQL view + + """ + self._save_feedback( + operation=FeedbackOperation.DELETE, + prompt_spec=prompt_spec, + sql_id=sql_id, + ) @classmethod def list( @@ -408,6 +496,42 @@ def show_prompt(self, prompt: str, params: Mapping = None) -> str: """ return self.generate(prompt, action=Action.SHOWPROMPT, params=params) + def summarize( + self, + prompt: str = None, + content: str = None, + location_uri: str = None, + credential_name: str = None, + params: SummaryParams = None, + ) -> str: + """Generate summary + + :param str prompt: Natural language prompt to guide the summary + generation + :param str content: Specifies the text you want to summarize + :param str location_uri: Provides the URI where the text is stored or + the path to a local file stored + :param str credential_name: Identifies the credential object used to + authenticate with the object store + :param select_ai.summary.SummaryParams params: Parameters to include + in the LLM request + """ + parameters = validate_params_for_summary( + prompt=prompt, + location_uri=location_uri, + content=content, + credential_name=credential_name, + params=params, + ) + parameters["profile_name"] = self.profile_name + with cursor() as cr: + data = cr.callfunc( + "DBMS_CLOUD_AI.SUMMARIZE", + oracledb.DB_TYPE_CLOB, + keyword_parameters=parameters, + ) + return data.read() if data else None + def generate_synthetic_data( self, synthetic_data_attributes: SyntheticDataAttributes ) -> None: diff --git a/src/select_ai/summary.py b/src/select_ai/summary.py new file mode 100644 index 0000000..11de671 --- /dev/null +++ b/src/select_ai/summary.py @@ -0,0 +1,61 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +from dataclasses import dataclass +from typing import Optional + +from select_ai._abc import SelectAIDataClass +from select_ai._enums import StrEnum + + +class Style(StrEnum): + + PARAGRAPH = "paragraph" + LIST = "list" + + +class ChunkProcessingMethod(StrEnum): + + ITERATIVE_REFINEMENT = "iterative_refinement" + MAP_REDUCE = "map_reduce" + + +class ExtractivenessLevel(StrEnum): + + LOW = "low" + MEDIUM = "medium" + HIGH = "high" + + +@dataclass +class SummaryParams(SelectAIDataClass): + """ + Customize summary generation using these parameters + + :param int min_words: approximate minimum number of words the generated + summary is expected to contain. + + :param int max_words: approximate maximum number of words the generated + summary is expected to contain. + + :param select_ai.summary.Style summary_style: Specifies the format + style for the summary + + :param select_ai.summary.ChunkProcessingMethod chunk_processing_method: + When the text exceeds the token limit that the LLM can process, it must + be split into manageable chunks + + :param select_ai.summary.ExtractivenessLevel extractiveness_level: + Determines how closely the summary follows the original wording + of the input + """ + + min_words: Optional[int] = None + max_words: Optional[int] = None + summary_style: Optional[Style] = None + chunk_processing_method: Optional[ChunkProcessingMethod] = None + extractiveness_level: Optional[ExtractivenessLevel] = None diff --git a/src/select_ai/vector_index.py b/src/select_ai/vector_index.py index 9745604..c5172c1 100644 --- a/src/select_ai/vector_index.py +++ b/src/select_ai/vector_index.py @@ -319,44 +319,28 @@ def set_attribute( def set_attributes( self, - attribute_name: Optional[str] = None, - attribute_value: Optional[Union[str, int, float]] = None, attributes: VectorIndexAttributes = None, ): """ This procedure updates an existing vector store index with a specified - value of the vector index attribute. You can specify a single attribute - or multiple attributes by passing an object of type - :class `VectorIndexAttributes` + value of the vector index attributes. Specify multiple attributes by + passing an object of type :class `VectorIndexAttributes` - :param str attribute_name: Custom attribute name - :param Union[str, int, float] attribute_value: Attribute Value :param select_ai.VectorIndexAttributes attributes: Use this to update multiple attribute values :return: None :raises: oracledb.DatabaseError """ - if attribute_name and attribute_value and attributes: - raise ValueError( - "Either specify a single attribute using " - "attribute_name and attribute_value or " - "pass an object of type VectorIndexAttributes" - ) - - parameters = {"index_name": self.index_name} - if attributes: - parameters["attributes"] = attributes.json() - self.attributes = attributes - else: - setattr(self.attributes, attribute_name, attribute_value) - parameters["attribute_name"] = attribute_name - parameters["attribute_value"] = attribute_value - + parameters = { + "index_name": self.index_name, + "attributes": attributes.json(), + } with cursor() as cr: cr.callproc( "DBMS_CLOUD_AI.UPDATE_VECTOR_INDEX", keyword_parameters=parameters, ) + self.attributes = self.get_attributes() def get_attributes(self) -> VectorIndexAttributes: """Get attributes of this vector index @@ -578,45 +562,27 @@ async def set_attribute( keyword_parameters=parameters, ) - async def set_attributes( - self, - attribute_name: Optional[str] = None, - attribute_value: Optional[Union[str, int, float]] = None, - attributes: VectorIndexAttributes = None, - ) -> None: + async def set_attributes(self, attributes: VectorIndexAttributes) -> None: """ This procedure updates an existing vector store index with a specified - value of the vector index attribute. You can specify a single attribute - or multiple attributes by passing an object of type - :class `VectorIndexAttributes` + value of the vector index attribute. multiple attributes by passing + an object of type :class `VectorIndexAttributes` - :param str attribute_name: Custom attribute name - :param Union[str, int, float] attribute_value: Attribute Value :param select_ai.VectorIndexAttributes attributes: Use this to update multiple attribute values :return: None :raises: oracledb.DatabaseError """ - if attribute_name and attribute_value and attributes: - raise ValueError( - "Either specify a single attribute using " - "attribute_name and attribute_value or " - "pass an object of type VectorIndexAttributes" - ) - parameters = {"index_name": self.index_name} - if attributes: - self.attributes = attributes - parameters["attributes"] = attributes.json(for_update=True) - else: - setattr(self.attributes, attribute_name, attribute_value) - parameters["attribute_name"] = attribute_name - parameters["attribute_value"] = attribute_value - + parameters = { + "index_name": self.index_name, + "attributes": attributes.json(), + } async with async_cursor() as cr: await cr.callproc( "DBMS_CLOUD_AI.UPDATE_VECTOR_INDEX", keyword_parameters=parameters, ) + self.attributes = await self.get_attributes() async def get_attributes(self) -> VectorIndexAttributes: """Get attributes of a vector index From 59677ac0123b98f27f11d90011c57d7ef84e98bf Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Wed, 29 Oct 2025 23:47:25 -0700 Subject: [PATCH 16/21] Removed unwanted import --- src/select_ai/profile.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/select_ai/profile.py b/src/select_ai/profile.py index c79bffe..b9694de 100644 --- a/src/select_ai/profile.py +++ b/src/select_ai/profile.py @@ -12,7 +12,6 @@ import oracledb import pandas -from docutils.nodes import description from select_ai import Conversation from select_ai.action import Action From 9dc5e51c7b58c5e2f3e0adf3bb7316a8ebf1184c Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Thu, 30 Oct 2025 09:35:10 -0700 Subject: [PATCH 17/21] Updated attributes in set_attributes --- src/select_ai/async_profile.py | 2 +- src/select_ai/profile.py | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/src/select_ai/async_profile.py b/src/select_ai/async_profile.py index c7ed986..356384c 100644 --- a/src/select_ai/async_profile.py +++ b/src/select_ai/async_profile.py @@ -210,7 +210,7 @@ async def set_attributes(self, attributes: ProfileAttributes): ) parameters = { "profile_name": self.profile_name, - "attributes": self.attributes.json(), + "attributes": attributes.json(), } async with async_cursor() as cr: await cr.callproc( diff --git a/src/select_ai/profile.py b/src/select_ai/profile.py index b9694de..67b19a9 100644 --- a/src/select_ai/profile.py +++ b/src/select_ai/profile.py @@ -8,6 +8,7 @@ import json from contextlib import contextmanager from dataclasses import replace as dataclass_replace +from pprint import pformat from typing import Generator, Iterator, Mapping, Optional, Tuple, Union import oracledb @@ -188,7 +189,7 @@ def set_attributes(self, attributes: ProfileAttributes): ) parameters = { "profile_name": self.profile_name, - "attributes": self.attributes.json(), + "attributes": attributes.json(), } with cursor() as cr: cr.callproc( From a88185a257439e56d10aa8b445a4d6d347ba984a Mon Sep 17 00:00:00 2001 From: Abhishek Singh Date: Tue, 4 Nov 2025 16:36:07 -0800 Subject: [PATCH 18/21] Updated samples for summary and feedback --- .gitignore | 2 + doc/requirements.txt | 1 + doc/source/conf.py | 2 +- doc/source/user_guide/actions.rst | 9 ++++ doc/source/user_guide/agent.rst | 20 ++++++++- doc/source/user_guide/async_profile.rst | 44 +++++++++++++++++++ doc/source/user_guide/profile.rst | 44 +++++++++++++++++++ samples/agent/task_create.py | 19 +++----- samples/agent/{tool_list.py => tools_list.py} | 0 samples/async/profile_feedback.py | 32 ++++++++++++++ samples/async/profile_summarize_content.py | 43 ++++++++++++++++++ samples/async/profile_summarize_uri.py | 35 +++++++++++++++ samples/async/profiles_list.py | 3 +- samples/profile_feedback.py | 26 +++++++++++ samples/profile_summarize_content.py | 35 +++++++++++++++ samples/profile_summarize_uri.py | 27 ++++++++++++ src/select_ai/agent/task.py | 4 -- src/select_ai/async_profile.py | 42 ++++++------------ src/select_ai/base_profile.py | 8 ++-- src/select_ai/conversation.py | 19 ++++++++ src/select_ai/profile.py | 21 +++------ tests/profiles/test_1200_profile.py | 12 +++++ tests/profiles/test_1300_profile_async.py | 18 +++++++- tests/test_1100_basic_sanity_async.py | 6 +-- 24 files changed, 399 insertions(+), 73 deletions(-) rename samples/agent/{tool_list.py => tools_list.py} (100%) create mode 100644 samples/async/profile_feedback.py create mode 100644 samples/async/profile_summarize_content.py create mode 100644 samples/async/profile_summarize_uri.py create mode 100644 samples/profile_feedback.py create mode 100644 samples/profile_summarize_content.py create mode 100644 samples/profile_summarize_uri.py diff --git a/.gitignore b/.gitignore index 6004078..29325e5 100644 --- a/.gitignore +++ b/.gitignore @@ -17,3 +17,5 @@ pytest.env .venv3.11/ .venv3.9/ sample_connect.py +async_pipeline_test.py +parquet.py diff --git a/doc/requirements.txt b/doc/requirements.txt index 01892c7..656d22f 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -1,3 +1,4 @@ sphinx sphinx-rtd-theme sphinx_toolbox +pydata_sphinx_theme diff --git a/doc/source/conf.py b/doc/source/conf.py index d97e07e..4ebe1cc 100644 --- a/doc/source/conf.py +++ b/doc/source/conf.py @@ -52,7 +52,7 @@ # -- Options for HTML output ------------------------------------------------- # https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output -html_theme = "sphinx_rtd_theme" +html_theme = "python_docs_theme" html_static_path = ["_static"] pygments_style = "sphinx" diff --git a/doc/source/user_guide/actions.rst b/doc/source/user_guide/actions.rst index 54fdd2e..8cad7d5 100644 --- a/doc/source/user_guide/actions.rst +++ b/doc/source/user_guide/actions.rst @@ -34,3 +34,12 @@ Following list of actions can be performed using ``select_ai`` * - showsql - ``select_ai.Action.SHOWSQL`` - Displays the generated SQL statement without executing it. + * - summarize + - ``select_ai.Action.SUMMARIZE`` + - Generate summary of your large texts + * - feedback + - ``select_ai.Action.FEEDBACK`` + - Provide feedback to improve accuracy of the generated SQL + * - translate + - ``select_ai.Action.TRANSLATE`` + - Translate text from one language to another diff --git a/doc/source/user_guide/agent.rst b/doc/source/user_guide/agent.rst index 5dbd7dd..8666457 100644 --- a/doc/source/user_guide/agent.rst +++ b/doc/source/user_guide/agent.rst @@ -125,7 +125,7 @@ output:: List Tools ++++++++++ -.. literalinclude:: ../../../samples/agent/tool_list.py +.. literalinclude:: ../../../samples/agent/tools_list.py :language: python :lines: 14- @@ -168,6 +168,7 @@ previous step .. literalinclude:: ../../../samples/agent/task_create.py :language: python + :lines: 14- output:: @@ -188,6 +189,7 @@ List Tasks .. literalinclude:: ../../../samples/agent/tasks_list.py :language: python + :lines: 14- output:: @@ -219,6 +221,7 @@ Create Agent .. literalinclude:: ../../../samples/agent/agent_create.py :language: python + :lines: 14- output:: @@ -254,10 +257,23 @@ Run Team .. literalinclude:: ../../../samples/agent/team_create.py :language: python + :lines: 14- output:: - To list the movies, you can use the SQL query: SELECT m.* FROM "SPARK_DB_USER"."MOVIE" m. + The database contains 100 movies with various titles, genres, and release dates. The list includes a wide range of genres such as Action, Comedy, Drama, Thriller, Romance, Adventure, Mystery, Sci-Fi, Historical, Biography, War, Sports, Music, Documentary, Animated, Fantasy, Horror, Western, Family, and more. The release dates are primarily in January and February of 2019. Here is a summary of the movies: + + 1. Action Movie (Action, 2019-01-01) + 2. Comedy Film (Comedy, 2019-01-02) + 3. Drama Series (Drama, 2019-01-03) + 4. Thriller Night (Thriller, 2019-01-04) + 5. Romance Story (Romance, 2019-01-05) + 6. Adventure Time (Adventure, 2019-01-06) + 7. Mystery Solver (Mystery, 2019-01-07) + 8. Sci-Fi World (Sci-Fi, 2019-01-08) + 9. Historical Epic (Historical, 2019-01-09) + 10. Biographical (Biography, 2019-01-10) + ... (list continues up to 100 movies) .. latex:clearpage:: diff --git a/doc/source/user_guide/async_profile.rst b/doc/source/user_guide/async_profile.rst index fdad4d9..75ffb80 100644 --- a/doc/source/user_guide/async_profile.rst +++ b/doc/source/user_guide/async_profile.rst @@ -177,6 +177,50 @@ output:: .. latex:clearpage:: +************************** +Summarize +************************** + +.. literalinclude:: ../../../samples/async/profile_summarize_content.py + :language: python + :lines: 14- + +output:: + + A gas cloud in the Sagittarius B2 galaxy contains a large amount of alcohol, + while some stars are cool enough to touch without being burned. The exoplanet + 55 Cancri e has a unique form of "hot ice" where water remains solid despite + high temperatures due to high pressure. Ancient stars in the Milky Way's halo + are older than the Sun, providing insights into the early universe and its composition, + offering clues about the universe's formation and evolution. + +.. latex:clearpage:: + + +.. literalinclude:: ../../../samples/async/profile_summarize_uri.py + :language: python + :lines: 14- + +output:: + + Astronomy is a natural science that studies celestial objects and phenomena, + using mathematics, physics, and chemistry to explain their origin and evolution. + The field has a long history, with early civilizations making methodical + observations of the night sky, and has since split into observational and + theoretical branches. Observational astronomy focuses on acquiring data + from observations, while theoretical astronomy develops computer or + analytical models to describe astronomical objects and phenomena. The study + of astronomy has led to numerous discoveries, including the existence of + galaxies, the expansion of the universe, and the detection of gravitational + waves. Astronomers use various methods, such as radio, infrared, optical, + ultraviolet, X-ray, and gamma-ray astronomy, to study objects and events in + the universe. The field has also led to the development of new technologies and + has inspired new areas of research, such as astrobiology and the search for + extraterrestrial life. Overall, astronomy is a dynamic and constantly evolving + field that seeks to understand the universe and its many mysteries. + +.. latex:clearpage:: + ********************* Async pipeline ********************* diff --git a/doc/source/user_guide/profile.rst b/doc/source/user_guide/profile.rst index 1211cb0..a2daf68 100644 --- a/doc/source/user_guide/profile.rst +++ b/doc/source/user_guide/profile.rst @@ -139,6 +139,50 @@ output:: .. latex:clearpage:: +************************** +Summarize +************************** + +.. literalinclude:: ../../../samples/profile_summarize_content.py + :language: python + :lines: 14- + +output:: + + A gas cloud in the Sagittarius B2 galaxy contains a large amount of alcohol, + while some stars are cool enough to touch without being burned. The exoplanet + 55 Cancri e has a unique form of "hot ice" where water remains solid despite + high temperatures due to high pressure. Ancient stars in the Milky Way's halo + are older than the Sun, providing insights into the early universe and its composition, + offering clues about the universe's formation and evolution. + +.. latex:clearpage:: + + +.. literalinclude:: ../../../samples/profile_summarize_uri.py + :language: python + :lines: 14- + +output:: + + Astronomy is a natural science that studies celestial objects and phenomena, + using mathematics, physics, and chemistry to explain their origin and evolution. + The field has a long history, with early civilizations making methodical + observations of the night sky, and has since split into observational and + theoretical branches. Observational astronomy focuses on acquiring data + from observations, while theoretical astronomy develops computer or + analytical models to describe astronomical objects and phenomena. The study + of astronomy has led to numerous discoveries, including the existence of + galaxies, the expansion of the universe, and the detection of gravitational + waves. Astronomers use various methods, such as radio, infrared, optical, + ultraviolet, X-ray, and gamma-ray astronomy, to study objects and events in + the universe. The field has also led to the development of new technologies and + has inspired new areas of research, such as astrobiology and the search for + extraterrestrial life. Overall, astronomy is a dynamic and constantly evolving + field that seeks to understand the universe and its many mysteries. + +.. latex:clearpage:: + ************************** List profiles ************************** diff --git a/samples/agent/task_create.py b/samples/agent/task_create.py index 0cfc078..b71e37b 100644 --- a/samples/agent/task_create.py +++ b/samples/agent/task_create.py @@ -21,24 +21,19 @@ user = os.getenv("SELECT_AI_USER") password = os.getenv("SELECT_AI_PASSWORD") dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") - select_ai.connect(user=user, password=password, dsn=dsn) -attributes = TaskAttributes( - instruction="Help the user with their request about movies. " - "User question: {query}. " - "You can use SQL tool to search the data from database", - tools=["MOVIE_SQL_TOOL"], - enable_human_tool=False, -) - task = Task( task_name="ANALYZE_MOVIE_TASK", description="Movie task involving a human", - attributes=attributes, + attributes=TaskAttributes( + instruction="Help the user with their request about movies. " + "User question: {query}. " + "You can use SQL tool to search the data from database", + tools=["MOVIE_SQL_TOOL"], + enable_human_tool=False, + ), ) - task.create(replace=True) - print(task.task_name) print(pformat(task.attributes)) diff --git a/samples/agent/tool_list.py b/samples/agent/tools_list.py similarity index 100% rename from samples/agent/tool_list.py rename to samples/agent/tools_list.py diff --git a/samples/async/profile_feedback.py b/samples/async/profile_feedback.py new file mode 100644 index 0000000..d63b615 --- /dev/null +++ b/samples/async/profile_feedback.py @@ -0,0 +1,32 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# async/profile_feedback.py +# ----------------------------------------------------------------------------- + +import asyncio +import os + +import select_ai + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + + +async def main(): + await select_ai.async_connect(user=user, password=password, dsn=dsn) + async_profile = await select_ai.AsyncProfile( + profile_name="async_oci_ai_profile", + ) + await async_profile.add_positive_feedback( + prompt_spec=("How many promotions ?", select_ai.Action.RUNSQL) + ) + + +asyncio.run(main()) diff --git a/samples/async/profile_summarize_content.py b/samples/async/profile_summarize_content.py new file mode 100644 index 0000000..89e88eb --- /dev/null +++ b/samples/async/profile_summarize_content.py @@ -0,0 +1,43 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# async/profile_summarize_content.py +# +# Generate summary for content +# ----------------------------------------------------------------------------- + +import asyncio +import os + +import select_ai + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +content = """ +A gas cloud in our galaxy, Sagittarius B2, contains enough alcohol to brew 400 +trillion pints of beer, and some stars are so cool that you could touch them +without being burned. Meanwhile, on the exoplanet 55 Cancri e, a form of +"hot ice" exists where high pressure prevents water from becoming gas even at +high temperatures. Additionally, some ancient stars found in the Milky Way's +halo are much older than the Sun, providing clues about the early universe and +its composition +""" + + +async def main(): + await select_ai.async_connect(user=user, password=password, dsn=dsn) + async_profile = await select_ai.AsyncProfile( + profile_name="async_oci_ai_profile", + ) + summary = await async_profile.summarize(content=content) + print(summary) + + +asyncio.run(main()) diff --git a/samples/async/profile_summarize_uri.py b/samples/async/profile_summarize_uri.py new file mode 100644 index 0000000..b3bcf1a --- /dev/null +++ b/samples/async/profile_summarize_uri.py @@ -0,0 +1,35 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# async/profile_summarize_uri.py +# +# Generate summary for content at a certain URI +# ----------------------------------------------------------------------------- + +import asyncio +import os + +import select_ai + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + + +async def main(): + await select_ai.async_connect(user=user, password=password, dsn=dsn) + async_profile = await select_ai.AsyncProfile( + profile_name="async_oci_ai_profile", + ) + summary = await async_profile.summarize( + location_uri="https://en.wikipedia.org/wiki/Astronomy" + ) + print(summary) + + +asyncio.run(main()) diff --git a/samples/async/profiles_list.py b/samples/async/profiles_list.py index 86d1043..18a24ee 100644 --- a/samples/async/profiles_list.py +++ b/samples/async/profiles_list.py @@ -28,8 +28,7 @@ async def main(): async for fetched_profile in async_profile.list( profile_name_pattern="^oci" ): - p = await fetched_profile - print(p.profile_name) + print(fetched_profile.profile_name) asyncio.run(main()) diff --git a/samples/profile_feedback.py b/samples/profile_feedback.py new file mode 100644 index 0000000..25f3e13 --- /dev/null +++ b/samples/profile_feedback.py @@ -0,0 +1,26 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# profile_feedback.py +# ----------------------------------------------------------------------------- + +import os + +import select_ai + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) +profile = select_ai.Profile( + profile_name="oci_ai_profile", +) +profile.add_positive_feedback( + prompt_spec=("How many promotions ?", select_ai.Action.RUNSQL) +) diff --git a/samples/profile_summarize_content.py b/samples/profile_summarize_content.py new file mode 100644 index 0000000..d5e52df --- /dev/null +++ b/samples/profile_summarize_content.py @@ -0,0 +1,35 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# profile_summarize.py +# +# Summarize the content +# ----------------------------------------------------------------------------- + +import os + +import select_ai + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +content = """ +A gas cloud in our galaxy, Sagittarius B2, contains enough alcohol to brew 400 +trillion pints of beer, and some stars are so cool that you could touch them +without being burned. Meanwhile, on the exoplanet 55 Cancri e, a form of +"hot ice" exists where high pressure prevents water from becoming gas even at +high temperatures. Additionally, some ancient stars found in the Milky Way's +halo are much older than the Sun, providing clues about the early universe and +its composition +""" + +select_ai.connect(user=user, password=password, dsn=dsn) +profile = select_ai.Profile(profile_name="oci_ai_profile") +summary = profile.summarize(content=content) +print(summary) diff --git a/samples/profile_summarize_uri.py b/samples/profile_summarize_uri.py new file mode 100644 index 0000000..d25a6eb --- /dev/null +++ b/samples/profile_summarize_uri.py @@ -0,0 +1,27 @@ +# ----------------------------------------------------------------------------- +# Copyright (c) 2025, Oracle and/or its affiliates. +# +# Licensed under the Universal Permissive License v 1.0 as shown at +# http://oss.oracle.com/licenses/upl. +# ----------------------------------------------------------------------------- + +# ----------------------------------------------------------------------------- +# profile_summarize_uri.py +# +# Summarize content at a certain URI +# ----------------------------------------------------------------------------- + +import os + +import select_ai + +user = os.getenv("SELECT_AI_USER") +password = os.getenv("SELECT_AI_PASSWORD") +dsn = os.getenv("SELECT_AI_DB_CONNECT_STRING") + +select_ai.connect(user=user, password=password, dsn=dsn) +profile = select_ai.Profile(profile_name="oci_ai_profile") +summary = profile.summarize( + location_uri="https://en.wikipedia.org/wiki/Astronomy" +) +print(summary) diff --git a/src/select_ai/agent/task.py b/src/select_ai/agent/task.py index 1f21ad0..534dd35 100644 --- a/src/select_ai/agent/task.py +++ b/src/select_ai/agent/task.py @@ -298,7 +298,3 @@ def set_attribute(self, attribute_name: str, attribute_value: Any): "DBMS_CLOUD_AI_AGENT.SET_ATTRIBUTE", keyword_parameters=parameters, ) - - -class AsyncTask(BaseTask): - raise NotImplementedError diff --git a/src/select_ai/async_profile.py b/src/select_ai/async_profile.py index 356384c..ccb0592 100644 --- a/src/select_ai/async_profile.py +++ b/src/select_ai/async_profile.py @@ -99,9 +99,7 @@ async def _init_profile(self): **self.attributes.dict(exclude_null=True), ) if self.replace or not profile_exists: - await self.create( - replace=self.replace, description=self.description - ) + await self.create(replace=self.replace) else: # profile name is None: if self.attributes is not None or self.description is not None: raise ValueError("'profile_name' cannot be empty or None") @@ -123,6 +121,8 @@ async def _get_profile_description(profile_name) -> Union[str, None]: profile_name=profile_name.upper(), ) profile = await cr.fetchone() + if profile is None: + raise ProfileNotFoundError(profile_name) if profile: if profile[1] is not None: return await profile[1].read() @@ -218,13 +218,10 @@ async def set_attributes(self, attributes: ProfileAttributes): ) self.attributes = await self.get_attributes() - async def create( - self, replace: Optional[int] = False, description: Optional[str] = None - ) -> None: + async def create(self, replace: Optional[int] = False) -> None: """Asynchronously create an AI Profile in the Database :param bool replace: Set True to replace else False - :param description: The profile description :return: None :raises: oracledb.DatabaseError """ @@ -234,8 +231,8 @@ async def create( "profile_name": self.profile_name, "attributes": self.attributes.json(), } - if description: - parameters["description"] = description + if self.description: + parameters["description"] = self.description async with async_cursor() as cr: try: await cr.callproc( @@ -280,13 +277,7 @@ async def fetch(cls, profile_name: str) -> "AsyncProfile": :return: select_ai.Profile :raises: ProfileNotFoundError """ - attributes = await cls._get_attributes(profile_name=profile_name) - description = await cls._get_profile_description(profile_name) - return cls( - profile_name=profile_name, - description=description, - attributes=attributes, - ) + return await cls(profile_name, raise_error_if_exists=False) async def _save_feedback( self, @@ -340,7 +331,7 @@ async def add_negative_feedback( feedback_content: Optional[str] = None, ): """ - Give positive feedback to the LLM + Give negative feedback to the LLM :param Tuple[str, Action] prompt_spec: First element is the prompt and second is the corresponding action @@ -395,15 +386,8 @@ async def list( rows = await cr.fetchall() for row in rows: profile_name = row[0] - description = await row[1].read() if row[1] else None - attributes = await cls._get_attributes( - profile_name=profile_name - ) - yield cls( - profile_name=profile_name, - description=description, - attributes=attributes, - raise_error_if_exists=False, + yield await cls( + profile_name=profile_name, raise_error_if_exists=False ) async def generate( @@ -536,8 +520,8 @@ async def show_prompt(self, prompt: str, params: Mapping = None): async def summarize( self, - prompt: str = None, content: str = None, + prompt: str = None, location_uri: str = None, credential_name: str = None, params: SummaryParams = None, @@ -632,7 +616,9 @@ async def run_pipeline( responses = [] for result in pipeline_results: if not result.error: - responses.append(await result.return_value.read()) + lob_data = result.return_value + data = await lob_data.read() + responses.append(data) else: responses.append(result.error) return responses diff --git a/src/select_ai/base_profile.py b/src/select_ai/base_profile.py index e434ee5..3ce8aa1 100644 --- a/src/select_ai/base_profile.py +++ b/src/select_ai/base_profile.py @@ -211,9 +211,9 @@ def validate_params_for_feedback( if not sql_id and not prompt_spec: raise AttributeError("Either sql_id or prompt_spec must be specified") parameters = { - "feedback_type": feedback_type, + "feedback_type": feedback_type.value, "feedback_content": feedback_content, - "operation": operation, + "operation": operation.value, } if prompt_spec: prompt, action = prompt_spec @@ -222,7 +222,7 @@ def validate_params_for_feedback( "'action' must be one of 'RUNSQL', 'SHOWSQL' or 'EXPLAINSQL'" ) if ( - action == FeedbackOperation.ADD + operation == FeedbackOperation.ADD and feedback_type == FeedbackType.NEGATIVE and response is None ): @@ -254,6 +254,8 @@ def validate_params_for_summary( parameters = {} if content: parameters["content"] = content + if location_uri: + parameters["location_uri"] = location_uri if credential_name: parameters["credential_name"] = credential_name if prompt: diff --git a/src/select_ai/conversation.py b/src/select_ai/conversation.py index 1727912..e108df6 100644 --- a/src/select_ai/conversation.py +++ b/src/select_ai/conversation.py @@ -108,6 +108,18 @@ def delete(self, force: bool = False): }, ) + @classmethod + def fetch(cls, conversation_id: str) -> "Conversation": + """Fetch conversation attributes from the database + and build a proxy object + + :param str conversation_id: Conversation ID + + """ + conversation = cls(conversation_id=conversation_id) + conversation.attributes = conversation.get_attributes() + return conversation + def set_attributes(self, attributes: ConversationAttributes): """Updates the attributes of the conversation in the database""" with cursor() as cr: @@ -210,6 +222,13 @@ async def delete(self, force: bool = False): }, ) + @classmethod + async def fetch(cls, conversation_id: str) -> "AsyncConversation": + """Fetch conversation attributes from the database""" + conversation = cls(conversation_id=conversation_id) + conversation.attributes = await conversation.get_attributes() + return conversation + async def set_attributes(self, attributes: ConversationAttributes): """Updates the attributes of the conversation""" with cursor() as cr: diff --git a/src/select_ai/profile.py b/src/select_ai/profile.py index 67b19a9..240aefc 100644 --- a/src/select_ai/profile.py +++ b/src/select_ai/profile.py @@ -256,13 +256,7 @@ def fetch(cls, profile_name: str) -> "Profile": :return: select_ai.Profile :raises: ProfileNotFoundError """ - attributes = cls._get_attributes(profile_name=profile_name) - description = cls._get_profile_description(profile_name=profile_name) - return cls( - profile_name=profile_name, - attributes=attributes, - description=description, - ) + return cls(profile_name, raise_error_if_exists=False) def _save_feedback( self, @@ -285,6 +279,7 @@ def _save_feedback( operation=operation, ) params["profile_name"] = self.profile_name + print(params) with cursor() as cr: cr.callproc("DBMS_CLOUD_AI.FEEDBACK", keyword_parameters=params) @@ -314,7 +309,7 @@ def add_negative_feedback( feedback_content: Optional[str] = None, ): """ - Give positive feedback to the LLM + Give negative feedback to the LLM :param Tuple[str, Action] prompt_spec: First element is the prompt and second is the corresponding action @@ -368,13 +363,8 @@ def list( ) for row in cr.fetchall(): profile_name = row[0] - description = row[1].read() if row[1] else None - attributes = cls._get_attributes(profile_name=profile_name) yield cls( - profile_name=profile_name, - description=description, - attributes=attributes, - raise_error_if_exists=False, + profile_name=profile_name, raise_error_if_exists=False ) def generate( @@ -498,8 +488,8 @@ def show_prompt(self, prompt: str, params: Mapping = None) -> str: def summarize( self, - prompt: str = None, content: str = None, + prompt: str = None, location_uri: str = None, credential_name: str = None, params: SummaryParams = None, @@ -524,6 +514,7 @@ def summarize( params=params, ) parameters["profile_name"] = self.profile_name + print(parameters) with cursor() as cr: data = cr.callfunc( "DBMS_CLOUD_AI.SUMMARIZE", diff --git a/tests/profiles/test_1200_profile.py b/tests/profiles/test_1200_profile.py index 13b944c..16c6429 100644 --- a/tests/profiles/test_1200_profile.py +++ b/tests/profiles/test_1200_profile.py @@ -105,18 +105,22 @@ def test_1204(): """List profiles without regex""" profile_list = list(Profile.list()) profile_names = set(profile.profile_name for profile in profile_list) + descriptions = set(profile.description for profile in profile_list) assert PYSAI_1200_PROFILE in profile_names assert PYSAI_1200_PROFILE_2 in profile_names assert PYSAI_1200_MIN_ATTR_PROFILE in profile_names + assert "OCI GENAI Profile 2" in descriptions def test_1205(): """List profiles with regex""" profile_list = list(Profile.list(profile_name_pattern="^PYSAI_1200")) profile_names = set(profile.profile_name for profile in profile_list) + descriptions = set(profile.description for profile in profile_list) assert PYSAI_1200_PROFILE in profile_names assert PYSAI_1200_PROFILE_2 in profile_names assert PYSAI_1200_MIN_ATTR_PROFILE in profile_names + assert "OCI GENAI Profile 2" in descriptions def test_1206(profile_attributes): @@ -229,3 +233,11 @@ def test_1214(): # expected - ORA-12726: unmatched bracket in regular expression with pytest.raises(oracledb.DatabaseError): list(Profile().list(profile_name_pattern="[*invalid")) + + +def test_1315(profile_attributes): + """Test Profile.fetch""" + profile = Profile.fetch(profile_name=PYSAI_1200_PROFILE_2) + assert profile.profile_name == PYSAI_1200_PROFILE_2 + assert profile.attributes == profile_attributes + assert profile.description == "OCI GENAI Profile 2" diff --git a/tests/profiles/test_1300_profile_async.py b/tests/profiles/test_1300_profile_async.py index e3ef296..9a9cc4a 100644 --- a/tests/profiles/test_1300_profile_async.py +++ b/tests/profiles/test_1300_profile_async.py @@ -107,25 +107,29 @@ def test_1303(python_gen_ai_min_attr_profile, min_profile_attributes): async def test_1304(): """List profiles without regex""" - profile_list = [await profile async for profile in AsyncProfile.list()] + profile_list = [profile async for profile in AsyncProfile.list()] profile_names = set(profile.profile_name for profile in profile_list) + descriptions = set(profile.description for profile in profile_list) assert PYSAI_ASYNC_1300_PROFILE in profile_names assert PYSAI_ASYNC_1300_PROFILE_2 in profile_names assert PYSAI_ASYNC_1300_MIN_ATTR_PROFILE in profile_names + assert "OCI GENAI Profile 2" in descriptions async def test_1305(): """List profiles with regex""" profile_list = [ - await profile + profile async for profile in AsyncProfile.list( profile_name_pattern="^PYSAI_ASYNC_1300" ) ] profile_names = set(profile.profile_name for profile in profile_list) + descriptions = set(profile.description for profile in profile_list) assert PYSAI_ASYNC_1300_PROFILE in profile_names assert PYSAI_ASYNC_1300_PROFILE_2 in profile_names assert PYSAI_ASYNC_1300_MIN_ATTR_PROFILE in profile_names + assert "OCI GENAI Profile 2" in descriptions async def test_1306(profile_attributes): @@ -243,3 +247,13 @@ async def test_1314(): profile_name_pattern="[*invalid" ) ] + + +async def test_1315(profile_attributes): + """Test AsyncProfile.fetch""" + async_profile = await AsyncProfile.fetch( + profile_name=PYSAI_ASYNC_1300_PROFILE_2 + ) + assert async_profile.profile_name == PYSAI_ASYNC_1300_PROFILE_2 + assert async_profile.attributes == profile_attributes + assert async_profile.description == "OCI GENAI Profile 2" diff --git a/tests/test_1100_basic_sanity_async.py b/tests/test_1100_basic_sanity_async.py index 45f4a45..0b9b8e4 100644 --- a/tests/test_1100_basic_sanity_async.py +++ b/tests/test_1100_basic_sanity_async.py @@ -48,7 +48,7 @@ async def test_1100(async_oci_gen_ai_profile): async def test_1101(): "test list profile by name" profiles = [ - await profile + profile async for profile in select_ai.AsyncProfile.list( profile_name_pattern=ASYNC_PROFILE_NAME ) @@ -59,9 +59,7 @@ async def test_1101(): async def test_1102(): "test list all profiles" - profiles = [ - await profile async for profile in select_ai.AsyncProfile.list() - ] + profiles = [profile async for profile in select_ai.AsyncProfile.list()] profile_names = set([profile.profile_name for profile in profiles]) assert ASYNC_PROFILE_NAME in profile_names From 9c3d385abd6060eee815e2d15d6da34459a7bafd Mon Sep 17 00:00:00 2001 From: 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Python API for Select AI documentation master file, created by + sphinx-quickstart on Thu May 15 08:17:49 2025. + You can adapt this file completely to your liking, but it should at least + contain the root `toctree` directive. + +select_ai documentation +====================================== + +``select_ai`` is a Python module which enables integrating `DBMS_CLOUD_AI `__ +``PL/SQL`` package into Python workflows. It bridges the gap between ``PL/SQL`` package's AI capabilities +and Python's rich ecosystem. + + +Getting Started +=============== + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/introduction.rst + user_guide/installation.rst + user_guide/connection.rst + + +Actions +======= + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/actions.rst + +Provider +======== + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/provider.rst + +Credential +========== + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/credential.rst + + +Profile Attributes +================== + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/profile_attributes.rst + +Profile +================== + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/profile.rst + + +Conversation +============ + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/conversation.rst + + +Vector Index +============ + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/vector_index.rst + +Synthetic Data +============== + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/synthetic_data.rst + + +Select AI Agents +================ + +.. toctree:: + :numbered: + :maxdepth: 3 + + user_guide/agent.rst diff --git a/html_docs/_sources/license.rst.txt b/html_docs/_sources/license.rst.txt new file mode 100644 index 0000000..6f252d4 --- /dev/null +++ b/html_docs/_sources/license.rst.txt @@ -0,0 +1,47 @@ +:orphan: + +.. _license: + + +.. include:: + +.. centered:: **LICENSE AGREEMENT FOR python-select-ai** + +Copyright (c) 2025, Oracle and/or its affiliates. + +The Universal Permissive License (UPL), Version 1.0 + +Subject to the condition set forth below, permission is hereby granted to any +person obtaining a copy of this software, associated documentation and/or data +(collectively the "Software"), free of charge and under any and all copyright +rights in the Software, and any and all patent rights owned or freely +licensable by each licensor hereunder covering either (i) the unmodified +Software as contributed to or provided by such licensor, or (ii) the Larger +Works (as defined below), to deal in both + +(a) the Software, and + +(b) any piece of software and/or hardware listed in the lrgrwrks.txt file if +one is included with the Software (each a "Larger Work" to which the Software +is contributed by such licensors), + +without restriction, including without limitation the rights to copy, create +derivative works of, display, perform, and distribute the Software and make, +use, sell, offer for sale, import, export, have made, and have sold the +Software and the Larger Work(s), and to sublicense the foregoing rights on +either these or other terms. + +This license is subject to the following condition: +The above copyright notice and either this complete permission notice or at +a minimum a reference to the UPL must be included in all copies or +substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + +END OF TERMS AND CONDITIONS diff --git a/html_docs/_sources/user_guide/actions.rst.txt b/html_docs/_sources/user_guide/actions.rst.txt new file mode 100644 index 0000000..8cad7d5 --- /dev/null +++ b/html_docs/_sources/user_guide/actions.rst.txt @@ -0,0 +1,45 @@ +.. _actions: + +An action in Select AI is a keyword that instructs Select AI to perform different behavior when acting on the prompt. + +******************** +Supported Actions +******************** + +Following list of actions can be performed using ``select_ai`` + +.. list-table:: Select AI Actions + :header-rows: 1 + :widths: 20 30 50 + :align: left + + * - Actions + - Enum + - Description + * - chat + - ``select_ai.Action.CHAT`` + - Enables general conversations with the LLM, potentially for clarifying prompts, exploring data, or generating content. + * - explainsql + - ``select_ai.Action.EXPLAINSQL`` + - Explain the generated SQL query + * - narrate + - ``select_ai.Action.NARRATE`` + - Explains the output of the query in natural language, making the results accessible to users without deep technical expertise. + * - runsql + - ``select_ai.Action.RUNSQL`` + - Executes a SQL query generated from a natural language prompt. This is the default action. + * - showprompt + - ``select_ai.Action.SHOWPROMPT`` + - Show the details of the prompt sent to LLM + * - showsql + - ``select_ai.Action.SHOWSQL`` + - Displays the generated SQL statement without executing it. + * - summarize + - ``select_ai.Action.SUMMARIZE`` + - Generate summary of your large texts + * - feedback + - ``select_ai.Action.FEEDBACK`` + - Provide feedback to improve accuracy of the generated SQL + * - translate + - ``select_ai.Action.TRANSLATE`` + - Translate text from one language to another diff --git a/html_docs/_sources/user_guide/agent.rst.txt b/html_docs/_sources/user_guide/agent.rst.txt new file mode 100644 index 0000000..8666457 --- /dev/null +++ b/html_docs/_sources/user_guide/agent.rst.txt @@ -0,0 +1,310 @@ +.. _agent: + +``select_ai.agent`` adds a thin Python layer over Oracle Autonomous Database's +``DBMS_CLOUD_AI_AGENT`` package so you can define tools, compose tasks, wire up +agents and run teams from Python using the existing select_ai connection objects + +- Keep agent state and orchestration in the database + +- Register callable tools (PL/SQL procedure or functions, SQL, external HTTP + endpoints, Slack or Email notifications) and attach them to tasks + +- Group agents into teams and invoke them with a single API call + +.. latex:clearpage:: + +******** +``Tool`` +******** + +A callable which Select AI agent can invoke to accomplish a certain task. +Users can either register built-in tools or create a custom tool using a PL/SQL +stored procedure. + +Supported Tools ++++++++++++++++ + +Following class methods of ``select_ai.agent.Tool`` class +can be used to create tools. Invoking them will create a proxy object in the +Python layer and persist the tool in the Database using +``DBMS_CLOUD_AI_AGENT.CREATE_TOOL`` + + +.. list-table:: Select AI Agent Tools + :header-rows: 1 + :widths: 20 50 30 + :align: left + + * - Tool Type + - Class Method + - Arguments + * - ``EMAIL`` + - ``select_ai.agent.Tool.create_email_notification_tool`` + - - ``tool_name`` + - ``credential_name`` + - ``recipient`` + - ``sender`` + - ``smtp_host`` + * - ``HTTP`` + - ``select_ai.agent.Tool.create_http_tool`` + - - ``tool_name`` + - ``credential_name`` + - ``endpoint`` + * - ``SQL`` + - ``select_ai.agent.Tool.create_sql_tool`` + - - ``tool_name`` + - ``profile_name`` + * - ``SLACK`` + - ``select_ai.agent.Tool.create_slack_notification_tool`` + - - ``tool_name`` + - ``credential_name`` + - ``slack_channel`` + * - ``WEBSEARCH`` + - ``select_ai.agent.Tool.create_websearch_tool`` + - - ``tool_name`` + - ``credential_name`` + * - ``PL/SQL custom tool`` + - ``select_ai.agent.Tool.create_pl_sql_tool`` + - - ``tool_name`` + - ``function`` + * - ``RAG`` + - ``select_ai.agent.Tool.create_rag_tool`` + - - ``tool_name`` + - ``profile_name`` + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.ToolAttributes + :members: + +.. autoclass:: select_ai.agent.ToolParams + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Tool + :members: + +.. latex:clearpage:: + +Create Tool ++++++++++++ + +The following example shows creation of an AI agent tool to perform natural +language translation to SQL using an OCI AI profile + +.. literalinclude:: ../../../samples/agent/tool_create.py + :language: python + :lines: 14- + +.. latex:clearpage:: + +output:: + + MOVIE_SQL_TOOL + + ToolAttributes(instruction=None, + function=None, + tool_params=SQLToolParams(_REQUIRED_FIELDS=None, + credential_name=None, + endpoint=None, + notification_type=None, + profile_name='oci_ai_profile', + recipient=None, + sender=None, + slack_channel=None, + smtp_host=None), + tool_inputs=None, + tool_type=) + + + +.. latex:clearpage:: + + +List Tools +++++++++++ + +.. literalinclude:: ../../../samples/agent/tools_list.py + :language: python + :lines: 14- + +output:: + + Tool(tool_name=MOVIE_SQL_TOOL, attributes=ToolAttributes(instruction='This tool is used to work with SQL queries using natural language. Input should be a natural language query about data or database operations. The tool behavior depends on the configured action: RUNSQL - generates and executes the SQL query returning actual data; SHOWSQL - generates and displays the SQL statement without executing it; EXPLAINSQL - generates SQL and provides a natural language explanation of what the query does. Always provide clear, specific questions about the data you want to retrieve or analyze.', function='dbms_cloud_ai_agent.sql_tool', tool_params=SQLToolParams(_REQUIRED_FIELDS=None, credential_name=None, endpoint=None, notification_type=None, profile_name='oci_ai_profile', recipient=None, sender=None, slack_channel=None, smtp_host=None), tool_inputs=None, tool_type='SQL'), description=My Select AI MOVIE SQL agent tool) + + Tool(tool_name=LLM_CHAT_TOOL, attributes=ToolAttributes(instruction='This tool is used to work with SQL queries using natural language. Input should be a natural language query about data or database operations. The tool behavior depends on the configured action: RUNSQL - generates and executes the SQL query returning actual data; SHOWSQL - generates and displays the SQL statement without executing it; EXPLAINSQL - generates SQL and provides a natural language explanation of what the query does. Always provide clear, specific questions about the data you want to retrieve or analyze.', function='dbms_cloud_ai_agent.sql_tool', tool_params=SQLToolParams(_REQUIRED_FIELDS=None, credential_name=None, endpoint=None, notification_type=None, profile_name='oci_ai_profile', recipient=None, sender=None, slack_channel=None, smtp_host=None), tool_inputs=None, tool_type='SQL'), description=My Select AI agent tool) + +.. latex:clearpage:: + +******** +``Task`` +******** + +Each task is identified by a ``task_name`` and includes a set of attributes that +guide the agent’s behavior during execution. +Key attributes include the ``instruction``, which describes the task’s purpose and +provides context for the agent to reason about when and how to use it, +and the ``tools`` list, which specifies which tools the agent can choose from to +accomplish the task. An optional ``input`` field allows a task to depend on the +output of prior tasks, enabling task chaining and multi-step workflows. + +.. autoclass:: select_ai.agent.TaskAttributes + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Task + :members: + +.. latex:clearpage:: + + +Create Task ++++++++++++ + +In the following task, we use the ``MOVIE_SQL_TOOL`` created in the +previous step + +.. literalinclude:: ../../../samples/agent/task_create.py + :language: python + :lines: 14- + +output:: + + ANALYZE_MOVIE_TASK + + TaskAttributes(instruction='Help the user with their request about movies. ' + 'User question: {query}. You can use SQL tool to ' + 'search the data from database', + tools=['MOVIE_SQL_TOOL'], + input=None, + enable_human_tool=False) + + +.. latex:clearpage:: + +List Tasks ++++++++++++ + +.. literalinclude:: ../../../samples/agent/tasks_list.py + :language: python + :lines: 14- + +output:: + + Task(task_name=ANALYZE_MOVIE_TASK, attributes=TaskAttributes(instruction='Help the user with their request about movies. User question: {query}. You can use SQL tool to search the data from database', tools='["MOVIE_SQL_TOOL"]', input=None, enable_human_tool=False), description=Movie task involving a human) + +.. latex:clearpage:: + +********* +``Agent`` +********* + +A Select AI Agent is defined using ``agent_name``, its ``attributes`` and an +optional description. The attributes must include key agent properties such as +``profile_name`` which specifies the LLM profile used for prompt generation +and ``role``, which outlines the agent’s intended role and behavioral context. + +.. autoclass:: select_ai.agent.AgentAttributes + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Agent + :members: + +.. latex:clearpage:: + +Create Agent +++++++++++++ + +.. literalinclude:: ../../../samples/agent/agent_create.py + :language: python + :lines: 14- + +output:: + + Created Agent: Agent(agent_name=MOVIE_ANALYST, attributes=AgentAttributes(profile_name='LLAMA_4_MAVERICK', role='You are an AI Movie Analyst. Your can help answer a variety of questions related to movies. ', enable_human_tool=False), description=None) + + +.. latex:clearpage:: + +**** +Team +**** + +AI Agent Team coordinates the execution of multiple agents working together to +fulfill a user request. Each team is uniquely identified by a ``team_name`` and +configured through a set of ``attributes`` that define its composition and +execution strategy. The ``agents`` attribute specifies an array of agent-task +pairings, allowing users to assign specific tasks to designated agents. User +can perform multiple tasks by assigning the same agent to different tasks. +The ``process`` attribute defines how tasks should be executed. + +.. autoclass:: select_ai.agent.TeamAttributes + :members: + +.. latex:clearpage:: + +.. autoclass:: select_ai.agent.Team + :members: + +.. latex:clearpage:: + +Run Team +++++++++ + +.. literalinclude:: ../../../samples/agent/team_create.py + :language: python + :lines: 14- + +output:: + + The database contains 100 movies with various titles, genres, and release dates. The list includes a wide range of genres such as Action, Comedy, Drama, Thriller, Romance, Adventure, Mystery, Sci-Fi, Historical, Biography, War, Sports, Music, Documentary, Animated, Fantasy, Horror, Western, Family, and more. The release dates are primarily in January and February of 2019. Here is a summary of the movies: + + 1. Action Movie (Action, 2019-01-01) + 2. Comedy Film (Comedy, 2019-01-02) + 3. Drama Series (Drama, 2019-01-03) + 4. Thriller Night (Thriller, 2019-01-04) + 5. Romance Story (Romance, 2019-01-05) + 6. Adventure Time (Adventure, 2019-01-06) + 7. Mystery Solver (Mystery, 2019-01-07) + 8. Sci-Fi World (Sci-Fi, 2019-01-08) + 9. Historical Epic (Historical, 2019-01-09) + 10. Biographical (Biography, 2019-01-10) + ... (list continues up to 100 movies) + +.. latex:clearpage:: + +***************** +AI agent examples +***************** + +Web Search Agent using OpenAI's GPT model ++++++++++++++++++++++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/agent/websearch_agent.py + :language: python + +output:: + + Created credential: OPENAI_CRED + Created profile: OPENAI_PROFILE + Created tool: WEB_SEARCH_TOOL + The key features of Oracle Database Machine Learning, as highlighted on the Oracle website, include: + + - In-database machine learning: Build, train, and deploy machine learning models directly inside the Oracle Database, eliminating the need to move data. + - Support for multiple languages: Use SQL, Python, and R for machine learning tasks, allowing flexibility for data scientists and developers. + - Automated machine learning (AutoML): Automates feature selection, model selection, and hyperparameter tuning to speed up model development. + - Scalability and performance: Utilizes Oracle Database’s scalability, security, and high performance for machine learning workloads. + - Integration with Oracle Cloud: Seamlessly integrates with Oracle Cloud Infrastructure for scalable and secure deployment. + - Security and governance: Inherits Oracle Database’s robust security, data privacy, and governance features. + - Prebuilt algorithms: Offers a wide range of in-database algorithms for classification, regression, clustering, anomaly detection, and more. + - No data movement: Keeps data secure and compliant by performing analytics and machine learning where the data resides. + + These features enable organizations to operationalize machine learning at scale, improve productivity, and maintain data security and compliance. + + The main topic at the URL https://www.oracle.com/artificial-intelligence/database-machine-learning is Oracle's database machine learning capabilities, specifically how Oracle integrates artificial intelligence and machine learning features directly into its database products. The page highlights how users can leverage these built-in AI and ML tools to analyze data, build predictive models, and enhance business applications without moving data outside the Oracle Database environment. + + The main topic of the website https://openai.com is artificial intelligence research and development. OpenAI focuses on creating and promoting advanced AI technologies, including products like ChatGPT, and provides information about their research, products, and mission to ensure that artificial general intelligence benefits all of humanity. diff --git a/html_docs/_sources/user_guide/async_profile.rst.txt b/html_docs/_sources/user_guide/async_profile.rst.txt new file mode 100644 index 0000000..75ffb80 --- /dev/null +++ b/html_docs/_sources/user_guide/async_profile.rst.txt @@ -0,0 +1,268 @@ +.. _async_profile: + +An AsyncProfile object can be created with ``select_ai.AsyncProfile()`` +``AsyncProfile`` support use of concurrent programming with `asyncio `__. +Unless explicitly noted as synchronous, the ``AsyncProfile`` methods should be +used with ``await``. + +******************** +``AsyncProfile`` API +******************** + +.. autoclass:: select_ai.AsyncProfile + :members: + +.. latex:clearpage:: + +*********************** +Async Profile creation +*********************** + +.. literalinclude:: ../../../samples/async/profile_create.py + :language: python + :lines: 14- + +output:: + + Created async profile async_oci_ai_profile + Profile attributes: {'annotations': None, + 'case_sensitive_values': None, + 'comments': None, + 'constraints': None, + 'conversation': None, + 'credential_name': 'my_oci_ai_profile_key', + 'enable_source_offsets': None, + 'enable_sources': None, + 'enforce_object_list': None, + 'max_tokens': '1024', + 'object_list': '[{"owner":"SH"}]', + 'object_list_mode': None, + 'provider': OCIGenAIProvider(embedding_model=None, + model=None, + provider_name='oci', + provider_endpoint=None, + region='us-chicago-1', + oci_apiformat='GENERIC', + oci_compartment_id=None, + oci_endpoint_id=None, + oci_runtimetype=None), + 'seed': None, + 'stop_tokens': None, + 'streaming': None, + 'temperature': None, + 'vector_index_name': None} + + +.. latex:clearpage:: + +*********************** +Async explain SQL +*********************** + +.. literalinclude:: ../../../samples/async/profile_explain_sql.py + :language: python + :lines: 12- + +output:: + + To answer the question "How many promotions", we need to write a SQL query that counts the number of rows in the "PROMOTIONS" table. Here is the query: + + ```sql + SELECT + COUNT("p"."PROMO_ID") AS "Number of Promotions" + FROM + "SH"."PROMOTIONS" "p"; + ``` + + Explanation: + + * We use the `COUNT` function to count the number of rows in the table. + * We use the table alias `"p"` to refer to the `"PROMOTIONS"` table. + * We enclose the table name and column name in double quotes to make them case-sensitive. + * We use the `AS` keyword to give an alias to the count column, making it easier to read. + + This query will return the total number of promotions in the `"PROMOTIONS"` table. + +.. latex:clearpage:: + +*********************** +Async run SQL +*********************** + +.. literalinclude:: ../../../samples/async/profile_run_sql.py + :language: python + :lines: 14- + +output:: + + PROMOTION_COUNT + 0 503 + +.. latex:clearpage:: + +*********************** +Async show SQL +*********************** + +.. literalinclude:: ../../../samples/async/profile_show_sql.py + :language: python + :lines: 14- + +output:: + + SELECT COUNT("p"."PROMO_ID") AS "PROMOTION_COUNT" FROM "SH"."PROMOTIONS" "p" + + +.. latex:clearpage:: + +*********************** +Async concurrent SQL +*********************** + +.. literalinclude:: ../../../samples/async/profile_sql_concurrent_tasks.py + :language: python + :lines: 15- + +output:: + + SELECT COUNT("c"."CUST_ID") AS "customer_count" FROM "SH"."CUSTOMERS" "c" + + To answer the question "How many promotions", we need to write a SQL query that counts the number of rows in the "PROMOTIONS" table. Here is the query: + + ```sql + SELECT + COUNT("p"."PROMO_ID") AS "number_of_promotions" + FROM + "SH"."PROMOTIONS" "p"; + ``` + + Explanation: + + * We use the `COUNT` function to count the number of rows in the table. + * We use the table alias `"p"` to refer to the `"PROMOTIONS"` table. + * We specify the schema name `"SH"` to ensure that we are accessing the correct table. + * We enclose the table name, schema name, and column name in double quotes to make them case-sensitive. + * The `AS` keyword is used to give an alias to the calculated column, in this case, `"number_of_promotions"`. + + This query will return the total number of promotions in the `"PROMOTIONS"` table. + + PROMOTION_COUNT + 0 503 + +.. latex:clearpage:: + +********** +Async chat +********** + +.. literalinclude:: ../../../samples/async/profile_chat.py + :language: python + :lines: 14- + +output:: + + OCI stands for several things depending on the context: + + 1. **Oracle Cloud Infrastructure (OCI)**: This is a cloud computing service offered by Oracle Corporation. It provides a range of services including computing, storage, networking, database, and more, allowing businesses to build, deploy, and manage applications and services in a secure and scalable manner. + + ... + .. + OML4PY provides a Python interface to OML, allowing users to create, manipulate, and analyze models using Python scripts. It enables users to leverage the power of OML and OMF from within Python, making it easier to integrate modeling and simulation into larger workflows and applications. + ... + ... + + An Autonomous Database is a type of database that uses artificial intelligence (AI) and machine learning (ML) to automate many of the tasks typically performed by a database administrator (DBA) + ... + ... + +.. latex:clearpage:: + +************************** +Summarize +************************** + +.. literalinclude:: ../../../samples/async/profile_summarize_content.py + :language: python + :lines: 14- + +output:: + + A gas cloud in the Sagittarius B2 galaxy contains a large amount of alcohol, + while some stars are cool enough to touch without being burned. The exoplanet + 55 Cancri e has a unique form of "hot ice" where water remains solid despite + high temperatures due to high pressure. Ancient stars in the Milky Way's halo + are older than the Sun, providing insights into the early universe and its composition, + offering clues about the universe's formation and evolution. + +.. latex:clearpage:: + + +.. literalinclude:: ../../../samples/async/profile_summarize_uri.py + :language: python + :lines: 14- + +output:: + + Astronomy is a natural science that studies celestial objects and phenomena, + using mathematics, physics, and chemistry to explain their origin and evolution. + The field has a long history, with early civilizations making methodical + observations of the night sky, and has since split into observational and + theoretical branches. Observational astronomy focuses on acquiring data + from observations, while theoretical astronomy develops computer or + analytical models to describe astronomical objects and phenomena. The study + of astronomy has led to numerous discoveries, including the existence of + galaxies, the expansion of the universe, and the detection of gravitational + waves. Astronomers use various methods, such as radio, infrared, optical, + ultraviolet, X-ray, and gamma-ray astronomy, to study objects and events in + the universe. The field has also led to the development of new technologies and + has inspired new areas of research, such as astrobiology and the search for + extraterrestrial life. Overall, astronomy is a dynamic and constantly evolving + field that seeks to understand the universe and its many mysteries. + +.. latex:clearpage:: + +********************* +Async pipeline +********************* + +.. literalinclude:: ../../../samples/async/profile_pipeline.py + :language: python + :lines: 14- + +output:: + + Result 0 for prompt 'What is Oracle Autonomous Database?' is: Oracle Autonomous Database is a cloud-based database service that uses artificial intelligence (AI) and machine learning (ML) to automate many of the tasks associated with managing a database. It is a self-driving, self-securing, and self-repairing database that eliminates the need for manual database administration, allowing users to focus on higher-level tasks. + + + Result 1 for prompt 'Generate SQL to list all customers?' is: SELECT "c"."CUST_ID" AS "Customer ID", "c"."CUST_FIRST_NAME" AS "First Name", "c"."CUST_LAST_NAME" AS "Last Name", "c"."CUST_EMAIL" AS "Email" FROM "SH"."CUSTOMERS" "c" + + Result 2 for prompt 'Explain the query: SELECT * FROM sh.products' is: ```sql + SELECT + p.* + FROM + "SH"."PRODUCTS" p; + ``` + + **Explanation:** + + This query is designed to retrieve all columns (`*`) from the `"SH"."PRODUCTS"` table. + + Here's a breakdown of the query components: + + + Result 3 for prompt 'Explain the query: SELECT * FROM sh.products' is: ORA-20000: Invalid action - INVALID ACTION + +.. latex:clearpage:: + +**************************** +List profiles asynchronously +**************************** + +.. literalinclude:: ../../../samples/async/profiles_list.py + :language: python + :lines: 14- + +output:: + + OCI_VECTOR_AI_PROFILE + OCI_AI_PROFILE diff --git a/html_docs/_sources/user_guide/connection.rst.txt b/html_docs/_sources/user_guide/connection.rst.txt new file mode 100644 index 0000000..b03d556 --- /dev/null +++ b/html_docs/_sources/user_guide/connection.rst.txt @@ -0,0 +1,50 @@ +.. _conn: + +***************************** +Connecting to Oracle Database +***************************** + +``select_ai`` uses the Python thin driver i.e. ``python-oracledb`` +to connect to the database and execute PL/SQL subprograms. + +.. _sync_conn: + +Synchronous connection +====================== + +To connect to an Oracle Database synchronously, use +``select_ai.connect()`` method as shown below + +.. code-block:: python + + import select_ai + + user = "" + password = "" + dsn = "" + select_ai.connect(user=user, password=password, dsn=dsn) + +.. _async_conn: + +Asynchronous connection +======================= + +Asynchronous applications should use ``select_ai.async_connect()`` along +with ``await`` keyword: + +.. code-block:: python + + import select_ai + + user = "" + password = "" + dsn = "" + await select_ai.async_connect(user=user, password=password, dsn=dsn) + + +.. note:: + + For m-TLS (wallet) based connection, additional parameters like + ``wallet_location``, ``wallet_password``, ``https_proxy``, + ``https_proxy_port`` can be passed to the ``connect`` and ``async_connect`` + methods diff --git a/html_docs/_sources/user_guide/conversation.rst.txt b/html_docs/_sources/user_guide/conversation.rst.txt new file mode 100644 index 0000000..6e6d7dc --- /dev/null +++ b/html_docs/_sources/user_guide/conversation.rst.txt @@ -0,0 +1,148 @@ +.. _conversation: + +Conversations in Select AI represent an interactive exchange between the user +and the system, enabling users to query or interact with the database through +a series of natural language prompts. + +***************************** +``Conversation Object model`` +***************************** +.. _conversationfig: +.. figure:: /image/conversation.png + :alt: Select AI Conversation + +.. latex:clearpage:: + +************************** +``ConversationAttributes`` +************************** + +.. autoclass:: select_ai.ConversationAttributes + :members: + +.. latex:clearpage:: + +******************** +``Conversation`` API +******************** + +.. autoclass:: select_ai.Conversation + :members: + +.. latex:clearpage:: + +Create conversion +++++++++++++++++++ + +.. literalinclude:: ../../../samples/conversation_create.py + :language: python + :lines: 15- + +output:: + + Created conversation with conversation id: 3AB2ED3E-7E52-8000-E063-BE1A000A15B6 + +.. latex:clearpage:: + +Chat session ++++++++++++++ + +.. literalinclude:: ../../../samples/conversation_chat_session.py + :language: python + :lines: 14- + +output:: + + Conversation ID for this session is: 380A1910-5BF2-F7A1-E063-D81A000A3FDA + + The importance of the history of science lies in its ability to provide a comprehensive understanding of the development of scientific knowledge and its impact on society. Here are some key reasons why the history of science is important: + + 1. **Contextualizing Scientific Discoveries**: The history of science helps us understand the context in which scientific discoveries were made, including the social, cultural, and intellectual climate of the time. This context is essential for appreciating the significance and relevance of scientific findings. + + .. + .. + + The history of science is replete with examples of mistakes, errors, and misconceptions that have occurred over time. By studying these mistakes, scientists and researchers can gain valuable insights into the pitfalls and challenges that have shaped the development of scientific knowledge. Learning from past mistakes is essential for several reasons: + ... + ... + +.. latex:clearpage:: + +List conversations +++++++++++++++++++ + +.. literalinclude:: ../../../samples/conversations_list.py + :language: python + :lines: 14- + +output:: + + 5275A80-A290-DA17-E063-151B000AD3B4 + ConversationAttributes(title='History of Science', description="LLM's understanding of history of science", retention_days=7) + + 37DF777F-F3DA-F084-E063-D81A000A53BE + ConversationAttributes(title='History of Science', description="LLM's understanding of history of science", retention_days=7) + +.. latex:clearpage:: + +Delete conversation ++++++++++++++++++++ + +.. literalinclude:: ../../../samples/conversation_delete.py + :language: python + :lines: 14- + +output:: + + Deleted conversation with conversation id: 37DDC22E-11C8-3D49-E063-D81A000A85FE + + +.. latex:clearpage:: + +************************* +``AsyncConversation`` API +************************* + +.. autoclass:: select_ai.AsyncConversation + :members: + +.. latex:clearpage:: + +Async chat session +++++++++++++++++++ + +.. literalinclude:: ../../../samples/async/conversation_chat_session.py + :language: python + :lines: 13- + +output:: + + Conversation ID for this session is: 380A1910-5BF2-F7A1-E063-D81A000A3FDA + + The importance of the history of science lies in its ability to provide a comprehensive understanding of the development of scientific knowledge and its impact on society. Here are some key reasons why the history of science is important: + + 1. **Contextualizing Scientific Discoveries**: The history of science helps us understand the context in which scientific discoveries were made, including the social, cultural, and intellectual climate of the time. This context is essential for appreciating the significance and relevance of scientific findings. + + .. + .. + + The history of science is replete with examples of mistakes, errors, and misconceptions that have occurred over time. By studying these mistakes, scientists and researchers can gain valuable insights into the pitfalls and challenges that have shaped the development of scientific knowledge. Learning from past mistakes is essential for several reasons: + ... + ... + +.. latex:clearpage:: + +Async list conversations +++++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/async/conversations_list.py + :language: python + :lines: 14- + +output:: + + 5275A80-A290-DA17-E063-151B000AD3B4 + ConversationAttributes(title='History of Science', description="LLM's understanding of history of science", retention_days=7) + + 37DF777F-F3DA-F084-E063-D81A000A53BE + ConversationAttributes(title='History of Science', description="LLM's understanding of history of science", retention_days=7) diff --git a/html_docs/_sources/user_guide/credential.rst.txt b/html_docs/_sources/user_guide/credential.rst.txt new file mode 100644 index 0000000..8bc8f47 --- /dev/null +++ b/html_docs/_sources/user_guide/credential.rst.txt @@ -0,0 +1,64 @@ +.. _credential: + +Credential object securely stores API key from your AI provider for use by Oracle Database. +The following table shows AI Provider and corresponding credential object format + +.. list-table:: AI Provider and expected credential format + :header-rows: 1 + :widths: 30 70 + :align: left + + * - AI Provider + - Credential format + * - Anthropic + - .. code-block:: python + + {"username": "anthropic", "password": "sk-xxx"} + * - HuggingFace + - .. code-block:: python + + {"username": "hf", "password": "hf_xxx"} + * - OCI Gen AI + - .. code-block:: python + + {"user_ocid": "", "tenancy_ocid": "", "private_key": "", "fingerprint": ""} + * - OpenAI + - .. code-block:: python + + {"username": "openai", "password": "sk-xxx"} + + + + +.. latex:clearpage:: + +************************** +Create credential +************************** + +In this example, we create a credential object to authenticate to OCI Gen AI +service provider: + +Sync API +++++++++ + +.. literalinclude:: ../../../samples/create_ai_credential.py + :language: python + :lines: 14- + +output:: + + Created credential: my_oci_ai_profile_key + +.. latex:clearpage:: + +Async API ++++++++++ + +.. literalinclude:: ../../../samples/async/create_ai_credential.py + :language: python + :lines: 14- + +output:: + + Created credential: my_oci_ai_profile_key diff --git a/html_docs/_sources/user_guide/installation.rst.txt b/html_docs/_sources/user_guide/installation.rst.txt new file mode 100644 index 0000000..bce96d4 --- /dev/null +++ b/html_docs/_sources/user_guide/installation.rst.txt @@ -0,0 +1,70 @@ +.. _installation: + +*************************** +Installing ``select_ai`` +*************************** + +.. _installation_requirements: + +Installation requirements +========================== + +To use ``select_ai`` you need: + +- Python 3.9, 3.10, 3.11, 3.12 or 3.13 + +- ``python-oracledb`` - This package is automatically installed as a dependency requirement + +- ``pandas`` - This package is automatically installed as a dependency requirement + + +.. _quickstart: + +``select_ai`` installation +============================ + +``select_ai`` can be installed from Python's package repository +`PyPI `__ using +`pip `__. + +1. Install `Python 3 `__ if it is not already + available. Use any version from Python 3.9 through 3.13. + +2. Install ``select_ai``: + + .. code-block:: shell + + python3 -m pip install select_ai --upgrade --user + +3. If you are behind a proxy, use the ``--proxy`` option. For example: + + .. code-block:: shell + + python3 -m pip install select_ai --upgrade --user --proxy=http://proxy.example.com:80 + + +4. Create a file ``select_ai_connection_test.py`` such as: + + .. code-block:: python + + import select_ai + + user = "" + password = "" + dsn = "" + select_ai.connect(user=user, password=password, dsn=dsn) + print("Connected to the Database") + +5. Run ``select_ai_connection_test.py`` + + .. code-block:: shell + + python3 select_ai_connection_test.py + + Enter the database password when prompted and message will be shown: + + .. code-block:: shell + + Connected to the Database + +.. latex:clearpage:: diff --git a/html_docs/_sources/user_guide/introduction.rst.txt b/html_docs/_sources/user_guide/introduction.rst.txt new file mode 100644 index 0000000..dd5ad91 --- /dev/null +++ b/html_docs/_sources/user_guide/introduction.rst.txt @@ -0,0 +1,18 @@ +.. _introduction: + +***************************************************** +Introduction to Select AI for Python +***************************************************** + +``select_ai`` is a Python module that helps you invoke `DBMS_CLOUD_AI `__ +using Python. It supports text-to-SQL generation, retrieval augmented generation +(RAG), synthetic data generation, and several other features using Oracle-based +and third-party AI providers. + +``select_ai`` supports both synchronous and concurrent(asynchronous) +programming styles. + +The Select AI Python API supports Python versions 3.9, 3.10, 3.11, 3.12 and +3.13. + +.. latex:clearpage:: diff --git a/html_docs/_sources/user_guide/privileges.rst.txt b/html_docs/_sources/user_guide/privileges.rst.txt new file mode 100644 index 0000000..b61d135 --- /dev/null +++ b/html_docs/_sources/user_guide/privileges.rst.txt @@ -0,0 +1,55 @@ +.. _privileges: + +Admin user should grant execute privilege to select ai database users +on the packages ``DBMS_CLOUD``, ``DBMS_CLOUD_AI``, ``DBMS_CLOUD_AI_AGENT`` +and ``DBMS_CLOUD_PIPELINE`` + +.. note:: + + All sample scripts in this documentation read Oracle database connection + details from the environment. Create a dotenv file ``.env``, export the + the following environment variables and source it before running the + scripts. + + .. code-block:: sh + + export SELECT_AI_ADMIN_USER= + export SELECT_AI_ADMIN_PASSWORD= + export SELECT_AI_USER= + export SELECT_AI_PASSWORD= + export SELECT_AI_DB_CONNECT_STRING= + export TNS_ADMIN= + +*************** +Grant privilege +*************** + +Connect as admin and run the method +``select_ai.grant_privileges(users=select_ai_user)`` to grant relevant select ai +privileges to other users + + +.. literalinclude:: ../../../samples/select_ai_grant_privilege.py + :language: python + :lines: 15- + +output:: + + Granted privileges to: + + +**************** +Revoke privilege +**************** + +Similarly, to revoke use the method +``select_ai.revoke_privileges(users=select_ai_user)`` + + +.. literalinclude:: ../../../samples/select_ai_revoke_privilege.py + :language: python + :lines: 15- + +output:: + + Granted privileges to: diff --git a/html_docs/_sources/user_guide/profile.rst.txt b/html_docs/_sources/user_guide/profile.rst.txt new file mode 100644 index 0000000..a2daf68 --- /dev/null +++ b/html_docs/_sources/user_guide/profile.rst.txt @@ -0,0 +1,212 @@ +.. _profile: + +An AI profile is a specification that includes the AI provider to use and other +details regarding metadata and database objects required for generating +responses to natural language prompts. + +An AI profile object can be created using ``select_ai.Profile()`` + +******************** +Profile Object Model +******************** + +.. _profilefig: +.. figure:: /image/profile_provider.png + :alt: Select AI Profile and Providers + +.. latex:clearpage:: + +******************************* +Base ``Profile`` API +******************************* +.. autoclass:: select_ai.BaseProfile + :members: + +.. latex:clearpage:: + +******************************* +``Profile`` API +******************************* + +.. autoclass:: select_ai.Profile + :members: + +.. latex:clearpage:: + +************************** +Create Profile +************************** + +.. literalinclude:: ../../../samples/profile_create.py + :language: python + :lines: 14- + +output:: + + Created profile oci_ai_profile + Profile attributes are: {'annotations': None, + 'case_sensitive_values': None, + 'comments': None, + 'constraints': None, + 'conversation': None, + 'credential_name': 'my_oci_ai_profile_key', + 'enable_source_offsets': None, + 'enable_sources': None, + 'enforce_object_list': None, + 'max_tokens': '1024', + 'object_list': '[{"owner":"SH"}]', + 'object_list_mode': None, + 'provider': OCIGenAIProvider(embedding_model=None, + model=None, + provider_name='oci', + provider_endpoint=None, + region='us-chicago-1', + oci_apiformat='GENERIC', + oci_compartment_id=None, + oci_endpoint_id=None, + oci_runtimetype=None), + 'seed': None, + 'stop_tokens': None, + 'streaming': None, + 'temperature': None, + 'vector_index_name': None} + + +.. latex:clearpage:: + +************************** +Narrate +************************** + +.. literalinclude:: ../../../samples/profile_narrate.py + :language: python + :lines: 14- + +output:: + + There are 503 promotions in the database. + + +.. latex:clearpage:: + +************************** +Show SQL +************************** + +.. literalinclude:: ../../../samples/profile_show_sql.py + :language: python + :lines: 14- + +output:: + + SELECT + COUNT("p"."PROMO_ID") AS "Number of Promotions" + FROM "SH"."PROMOTIONS" "p" + +.. latex:clearpage:: + +************************** +Run SQL +************************** + +.. literalinclude:: ../../../samples/profile_run_sql.py + :language: python + :lines: 14- + +output:: + + Index(['Number of Promotions'], dtype='object') + Number of Promotions + 0 503 + + +.. latex:clearpage:: + +************************** +Chat +************************** + +.. literalinclude:: ../../../samples/profile_chat.py + :language: python + :lines: 14- + +output:: + + OCI stands for Oracle Cloud Infrastructure. It is a comprehensive cloud computing platform provided by Oracle Corporation that offers a wide range of services for computing, storage, networking, database, and more. + ... + ... + OCI competes with other major cloud providers, including Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), and IBM Cloud. + +.. latex:clearpage:: + +************************** +Summarize +************************** + +.. literalinclude:: ../../../samples/profile_summarize_content.py + :language: python + :lines: 14- + +output:: + + A gas cloud in the Sagittarius B2 galaxy contains a large amount of alcohol, + while some stars are cool enough to touch without being burned. The exoplanet + 55 Cancri e has a unique form of "hot ice" where water remains solid despite + high temperatures due to high pressure. Ancient stars in the Milky Way's halo + are older than the Sun, providing insights into the early universe and its composition, + offering clues about the universe's formation and evolution. + +.. latex:clearpage:: + + +.. literalinclude:: ../../../samples/profile_summarize_uri.py + :language: python + :lines: 14- + +output:: + + Astronomy is a natural science that studies celestial objects and phenomena, + using mathematics, physics, and chemistry to explain their origin and evolution. + The field has a long history, with early civilizations making methodical + observations of the night sky, and has since split into observational and + theoretical branches. Observational astronomy focuses on acquiring data + from observations, while theoretical astronomy develops computer or + analytical models to describe astronomical objects and phenomena. The study + of astronomy has led to numerous discoveries, including the existence of + galaxies, the expansion of the universe, and the detection of gravitational + waves. Astronomers use various methods, such as radio, infrared, optical, + ultraviolet, X-ray, and gamma-ray astronomy, to study objects and events in + the universe. The field has also led to the development of new technologies and + has inspired new areas of research, such as astrobiology and the search for + extraterrestrial life. Overall, astronomy is a dynamic and constantly evolving + field that seeks to understand the universe and its many mysteries. + +.. latex:clearpage:: + +************************** +List profiles +************************** + +.. literalinclude:: ../../../samples/profiles_list.py + :language: python + :lines: 14- + + +output:: + + ASYNC_OCI_AI_PROFILE + OCI_VECTOR_AI_PROFILE + ASYNC_OCI_VECTOR_AI_PROFILE + OCI_AI_PROFILE + +.. latex:clearpage:: + +************* +Async Profile +************* + +.. toctree:: + :numbered: + :maxdepth: 3 + + async_profile.rst diff --git a/html_docs/_sources/user_guide/profile_attributes.rst.txt b/html_docs/_sources/user_guide/profile_attributes.rst.txt new file mode 100644 index 0000000..eb5146a --- /dev/null +++ b/html_docs/_sources/user_guide/profile_attributes.rst.txt @@ -0,0 +1,12 @@ +.. _profile_attributes: + +************************* +``ProfileAttributes`` +************************* + +This class defines attributes to manage and configure the behavior of +the AI profile. The ``ProfileAttributes`` objects are created +by ``select_ai.ProfileAttributes()``. + +.. autoclass:: select_ai.ProfileAttributes + :members: diff --git a/html_docs/_sources/user_guide/provider.rst.txt b/html_docs/_sources/user_guide/provider.rst.txt new file mode 100644 index 0000000..2b587e5 --- /dev/null +++ b/html_docs/_sources/user_guide/provider.rst.txt @@ -0,0 +1,147 @@ +.. _provider: + +An AI Provider in Select AI refers to the service provider of the +LLM, transformer or both for processing and generating responses to natural +language prompts. These providers offer models that can interpret and convert +natural language for the use cases highlighted under the LLM concept. + +See `Select your AI Provider `__ +for the supported providers + +.. latex:clearpage:: + +********************** +``Provider`` +********************** + +.. autoclass:: select_ai.Provider + :members: + +.. latex:clearpage:: + +********************************* +``AnthropicProvider`` +********************************* +.. autoclass:: select_ai.AnthropicProvider + :members: + +.. latex:clearpage:: + +***************************** +``AzureProvider`` +***************************** +.. autoclass:: select_ai.AzureProvider + :members: + +.. latex:clearpage:: + +***************************** +``AWSProvider`` +***************************** +.. autoclass:: select_ai.AWSProvider + :members: + +.. latex:clearpage:: + +****************************** +``CohereProvider`` +****************************** +.. autoclass:: select_ai.CohereProvider + :members: + +.. latex:clearpage:: + +***************************** +``OpenAIProvider`` +***************************** +.. autoclass:: select_ai.OpenAIProvider + :members: + +.. latex:clearpage:: + +****************************** +``OCIGenAIProvider`` +****************************** +.. autoclass:: select_ai.OCIGenAIProvider + :members: + +.. latex:clearpage:: + +****************************** +``GoogleProvider`` +****************************** +.. autoclass:: select_ai.GoogleProvider + :members: + +.. latex:clearpage:: + +*********************************** +``HuggingFaceProvider`` +*********************************** +.. autoclass:: select_ai.HuggingFaceProvider + :members: + +.. latex:clearpage:: + +************************** +Enable AI service provider +************************** + +Sync API +++++++++ + +This method adds ACL allowing database users to invoke AI provider's +HTTP endpoint + +.. literalinclude:: ../../../samples/enable_ai_provider.py + :language: python + :lines: 14- + +output:: + + Enabled AI provider for user: + +.. latex:clearpage:: + +Async API ++++++++++ +.. literalinclude:: ../../../samples/async/enable_ai_provider.py + :language: python + :lines: 14- + +output:: + + Enabled AI provider for user: + +.. latex:clearpage:: + +*************************** +Disable AI service provider +*************************** + +This method removes ACL blocking database users to invoke AI provider's +HTTP endpoint + +Sync API +++++++++ + +.. literalinclude:: ../../../samples/disable_ai_provider.py + :language: python + :lines: 14- + +output:: + + Disabled AI provider for user: + +.. latex:clearpage:: + +Async API ++++++++++ + +.. literalinclude:: ../../../samples/async/disable_ai_provider.py + :language: python + :lines: 14- + +output:: + + Disabled AI provider for user: diff --git a/html_docs/_sources/user_guide/synthetic_data.rst.txt b/html_docs/_sources/user_guide/synthetic_data.rst.txt new file mode 100644 index 0000000..97e2272 --- /dev/null +++ b/html_docs/_sources/user_guide/synthetic_data.rst.txt @@ -0,0 +1,127 @@ +.. _synthetic_data: + +*************************** +``SyntheticDataAttributes`` +*************************** + +.. autoclass:: select_ai.SyntheticDataAttributes + :members: + +.. latex:clearpage:: + +*********************** +``SyntheticDataParams`` +*********************** + +.. autoclass:: select_ai.SyntheticDataParams + :members: + +Also, check the `generate_synthetic_data PL/SQL API `__ +for attribute details + +.. latex:clearpage:: + +**************************** +Single table synthetic data +**************************** + +The below example shows single table synthetic data generation + +Sync API +++++++++ + +.. literalinclude:: ../../../samples/profile_gen_single_table_synthetic_data.py + :language: python + :lines: 14- + +output:: + + SQL> select count(*) from movie; + + COUNT(*) + ---------- + 100 + +.. latex:clearpage:: + +Async API ++++++++++ + +.. literalinclude:: ../../../samples/async/profile_gen_single_table_synthetic_data.py + :language: python + :lines: 12- + +output:: + + SQL> select count(*) from movie; + + COUNT(*) + ---------- + 100 + +.. latex:clearpage:: + + +**************************** +Multi table synthetic data +**************************** + +The below example shows multitable synthetic data generation + +Sync API +++++++++ + +.. literalinclude:: ../../../samples/profile_gen_multi_table_synthetic_data.py + :language: python + :lines: 14- + + +output:: + + SQL> select count(*) from actor; + + COUNT(*) + ---------- + 40 + + SQL> select count(*) from director; + + COUNT(*) + ---------- + 13 + + SQL> select count(*) from movie; + + COUNT(*) + ---------- + 300 + + +Async API ++++++++++ + + +.. literalinclude:: ../../../samples/async/profile_gen_multi_table_synthetic_data.py + :language: python + :lines: 12- + + +output:: + + SQL> select count(*) from actor; + + COUNT(*) + ---------- + 40 + + SQL> select count(*) from director; + + COUNT(*) + ---------- + 13 + + SQL> select count(*) from movie; + + COUNT(*) + ---------- + 300 diff --git a/html_docs/_sources/user_guide/vector_index.rst.txt b/html_docs/_sources/user_guide/vector_index.rst.txt new file mode 100644 index 0000000..aba3165 --- /dev/null +++ b/html_docs/_sources/user_guide/vector_index.rst.txt @@ -0,0 +1,255 @@ +.. _vector_index: + +``VectorIndex`` supports Retrieval Augmented Generation (RAG). +For e.g., you can convert text into vector embeddings and store them in a +vector store. Select AI will augment the natural language prompt by retrieving +content from the vector store using semantic similarity search. + +**************************** +``VectorIndex`` Object Model +**************************** + +.. _vectorindexfig: +.. figure:: /image/vector_index.png + :alt: Select AI Vector Index + +.. latex:clearpage:: + +************************* +``VectorIndexAttributes`` +************************* + +A ``VectorIndexAttributes`` object can be created with +``select_ai.VectorIndexAttributes()``. Also check +`vector index attributes `__ + + +.. autoclass:: select_ai.VectorIndexAttributes + :members: + + +``OracleVectorIndexAttributes`` ++++++++++++++++++++++++++++++++ + +.. autoclass:: select_ai.OracleVectorIndexAttributes + :members: + +.. latex:clearpage:: + +******************** +``VectorIndex`` API +******************** + + +A ``VectorIndex`` object can be created with ``select_ai.VectorIndex()`` + +.. autoclass:: select_ai.VectorIndex + :members: + + +Check the examples below to understand how to create vector indexes + +.. latex:clearpage:: + +Create vector index ++++++++++++++++++++ + +In the following example, vector database provider is Oracle and +objects (to create embedding for) reside in OCI's object store + +.. literalinclude:: ../../../samples/vector_index_create.py + :language: python + :lines: 14- + +output:: + + Created vector index: test_vector_index + +.. latex:clearpage:: + +List vector index ++++++++++++++++++ + +.. literalinclude:: ../../../samples/vector_index_list.py + :language: python + :lines: 15- + +output:: + + Vector index TEST_VECTOR_INDEX + Vector index profile Profile(profile_name=oci_vector_ai_profile, attributes=ProfileAttributes(annotations=None, case_sensitive_values=None, comments=None, constraints=None, conversation=None, credential_name='my_oci_ai_profile_key', enable_sources=None, enable_source_offsets=None, enforce_object_list=None, max_tokens=1024, object_list=None, object_list_mode=None, provider=OCIGenAIProvider(embedding_model=None, model=None, provider_name='oci', provider_endpoint=None, region='us-chicago-1', oci_apiformat='GENERIC', oci_compartment_id=None, oci_endpoint_id=None, oci_runtimetype=None), seed=None, stop_tokens=None, streaming=None, temperature=None, vector_index_name='test_vector_index'), description=None) + +.. latex:clearpage:: + + +Get vector index attributes ++++++++++++++++++++++++++++ + +You can fetch the vector index attributes and associated AI profile using +``vector_index.get_attributes()`` and ``vector_index.get_profile()`` methods +respectively. + +.. literalinclude:: ../../../samples/vector_index_get_attributes.py + :language: python + :lines: 14- + +output:: + + OracleVectorIndexAttributes(chunk_size=1024, chunk_overlap=128, location='https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph', match_limit=5, object_storage_credential_name='my_oci_ai_profile_key', profile_name='oci_vector_ai_profile', refresh_rate=1450, similarity_threshold=0.5, vector_distance_metric='COSINE', vector_db_endpoint=None, vector_db_credential_name=None, vector_db_provider=, vector_dimension=None, vector_table_name=None, pipeline_name='TEST_VECTOR_INDEX$VECPIPELINE') + + Profile(profile_name=oci_vector_ai_profile, attributes=ProfileAttributes(annotations=None, case_sensitive_values=None, comments=None, constraints=None, conversation=None, credential_name='my_oci_ai_profile_key', enable_custom_source_uri=None, enable_sources=None, enable_source_offsets=None, enforce_object_list=None, max_tokens=1024, object_list=None, object_list_mode=None, provider=OCIGenAIProvider(embedding_model='cohere.embed-english-v3.0', model=None, provider_name='oci', provider_endpoint=None, region='us-chicago-1', oci_apiformat='GENERIC', oci_compartment_id=None, oci_endpoint_id=None, oci_runtimetype=None), seed=None, stop_tokens=None, streaming=None, temperature=None, vector_index_name='test_vector_index'), description=MY OCI AI Profile) + +.. latex:clearpage:: + +Update vector index attributes +++++++++++++++++++++++++++++++ + +To update attributes, use either ``vector_index.set_attribute()`` or +``vector_index.set_attributes()`` + +.. literalinclude:: ../../../samples/vector_index_update_attributes.py + :language: python + :lines: 14- + +output:: + + OracleVectorIndexAttributes(chunk_size=1024, chunk_overlap=128, location='https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph', match_limit=5, object_storage_credential_name='my_oci_ai_profile_key', profile_name='oci_vector_ai_profile', refresh_rate=1450, similarity_threshold=0.5, vector_distance_metric='COSINE', vector_db_endpoint=None, vector_db_credential_name=None, vector_db_provider=, vector_dimension=None, vector_table_name=None, pipeline_name='TEST_VECTOR_INDEX$VECPIPELINE') + +.. latex:clearpage:: + +RAG using vector index +++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/vector_index_rag.py + :language: python + :lines: 14- + +output:: + + The conda environments in your object store are: + 1. fccenv + 2. myrenv + 3. fully-loaded-mlenv + 4. graphenv + + These environments are listed in the provided data as separate JSON documents, each containing information about a specific conda environment. + + Sources: + - fccenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/fccenv-manifest.json) + - myrenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/myrenv-manifest.json) + - fully-loaded-mlenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/fully-loaded-mlenv-manifest.json) + - graphenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/graphenv-manifest.json) + +.. latex:clearpage:: + +Delete vector index ++++++++++++++++++++ + +.. literalinclude:: ../../../samples/vector_index_delete.py + :language: python + :lines: 12- + +output:: + + Deleted vector index: test_vector_index + +.. latex:clearpage:: + +************************ +``AsyncVectorIndex`` API +************************ + +A ``AsyncVectorIndex`` object can be created with ``select_ai.AsyncVectorIndex()`` + +.. autoclass:: select_ai.AsyncVectorIndex + :members: + +.. latex:clearpage:: + +Async create vector index ++++++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/async/vector_index_create.py + :language: python + :lines: 14- + +output:: + + created vector index: test_vector_index + + +.. latex:clearpage:: + +Async list vector index +++++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/async/vector_index_list.py + :language: python + :lines: 15- + +output:: + + Vector index TEST_VECTOR_INDEX + Vector index profile AsyncProfile(profile_name=oci_vector_ai_profile, attributes=ProfileAttributes(annotations=None, case_sensitive_values=None, comments=None, constraints=None, conversation=None, credential_name='my_oci_ai_profile_key', enable_sources=None, enable_source_offsets=None, enforce_object_list=None, max_tokens=1024, object_list=None, object_list_mode=None, provider=OCIGenAIProvider(embedding_model=None, model=None, provider_name='oci', provider_endpoint=None, region='us-chicago-1', oci_apiformat='GENERIC', oci_compartment_id=None, oci_endpoint_id=None, oci_runtimetype=None), seed=None, stop_tokens=None, streaming=None, temperature=None, vector_index_name='test_vector_index'), description=None) + + +.. latex:clearpage:: + + +Async get vector index attributes ++++++++++++++++++++++++++++++++++ + +You can fetch the vector index attributes and associated AI profile using +``async_vector_index.get_attributes()`` and ``async_vector_index.get_profile()`` +methods respectively. + +.. literalinclude:: ../../../samples/async/vector_index_get_attributes.py + :language: python + :lines: 14- + +output:: + + OracleVectorIndexAttributes(chunk_size=1024, chunk_overlap=128, location='https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph', match_limit=5, object_storage_credential_name='my_oci_ai_profile_key', profile_name='oci_vector_ai_profile', refresh_rate=1450, similarity_threshold=0.5, vector_distance_metric='COSINE', vector_db_endpoint=None, vector_db_credential_name=None, vector_db_provider=, vector_dimension=None, vector_table_name=None, pipeline_name='TEST_VECTOR_INDEX$VECPIPELINE') + + AsyncProfile(profile_name=oci_vector_ai_profile, attributes=ProfileAttributes(annotations=None, case_sensitive_values=None, comments=None, constraints=None, conversation=None, credential_name='my_oci_ai_profile_key', enable_custom_source_uri=None, enable_sources=None, enable_source_offsets=None, enforce_object_list=None, max_tokens=1024, object_list=None, object_list_mode=None, provider=OCIGenAIProvider(embedding_model='cohere.embed-english-v3.0', model=None, provider_name='oci', provider_endpoint=None, region='us-chicago-1', oci_apiformat='GENERIC', oci_compartment_id=None, oci_endpoint_id=None, oci_runtimetype=None), seed=None, stop_tokens=None, streaming=None, temperature=None, vector_index_name='test_vector_index'), description=MY OCI AI Profile) + +.. latex:clearpage:: + +Async update vector index attributes +++++++++++++++++++++++++++++++++++++ + +To update attributes, use either ``async_vector_index.set_attribute()`` or +``async_vector_index.set_attributes()`` + +.. literalinclude:: ../../../samples/async/vector_index_update_attributes.py + :language: python + :lines: 14- + +output:: + + OracleVectorIndexAttributes(chunk_size=1024, chunk_overlap=128, location='https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph', match_limit=5, object_storage_credential_name='my_oci_ai_profile_key', profile_name='oci_vector_ai_profile', refresh_rate=1450, similarity_threshold=0.5, vector_distance_metric='COSINE', vector_db_endpoint=None, vector_db_credential_name=None, vector_db_provider=, vector_dimension=None, vector_table_name=None, pipeline_name='TEST_VECTOR_INDEX$VECPIPELINE') + +.. latex:clearpage:: + +Async RAG using vector index +++++++++++++++++++++++++++++ + +.. literalinclude:: ../../../samples/async/vector_index_rag.py + :language: python + :lines: 15- + +output:: + + The conda environments in your object store are: + 1. fccenv + 2. myrenv + 3. fully-loaded-mlenv + 4. graphenv + + These environments are listed in the provided data as separate JSON documents, each containing information about a specific conda environment. + + Sources: + - fccenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/fccenv-manifest.json) + - myrenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/myrenv-manifest.json) + - fully-loaded-mlenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/fully-loaded-mlenv-manifest.json) + - graphenv-manifest.json (https://objectstorage.us-ashburn-1.oraclecloud.com/n/dwcsdev/b/conda-environment/o/tenant1-pdb3/graph/graphenv-manifest.json) diff 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jQuery.each(node.childNodes, function() { + highlight(this, addItems); + }); + } + } + var addItems = []; + var result = this.each(function() { + highlight(this, addItems); + }); + for (var i = 0; i < addItems.length; ++i) { + jQuery(addItems[i].parent).before(addItems[i].target); + } + return result; +}; + +/* + * backward compatibility for jQuery.browser + * This will be supported until firefox bug is fixed. + */ +if (!jQuery.browser) { + jQuery.uaMatch = function(ua) { + ua = ua.toLowerCase(); + + var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || + /(webkit)[ \/]([\w.]+)/.exec(ua) || + /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || + /(msie) ([\w.]+)/.exec(ua) || + ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || + []; + + return { + browser: match[ 1 ] || "", + version: match[ 2 ] || "0" + }; + }; + jQuery.browser = {}; + jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; +} diff --git a/html_docs/_static/basic.css 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break-word; + overflow-wrap : break-word; +} + +div.sphinxsidebar ul { + list-style: none; +} + +div.sphinxsidebar ul ul, +div.sphinxsidebar ul.want-points { + margin-left: 20px; + list-style: square; +} + +div.sphinxsidebar ul ul { + margin-top: 0; + margin-bottom: 0; +} + +div.sphinxsidebar form { + margin-top: 10px; +} + +div.sphinxsidebar input { + border: 1px solid #98dbcc; + font-family: sans-serif; + font-size: 1em; +} + +div.sphinxsidebar #searchbox form.search { + overflow: hidden; +} + +div.sphinxsidebar #searchbox input[type="text"] { + float: left; + width: 80%; + padding: 0.25em; + box-sizing: border-box; +} + +div.sphinxsidebar #searchbox input[type="submit"] { + float: left; + width: 20%; + border-left: none; + padding: 0.25em; + box-sizing: border-box; +} + + +img { + border: 0; + max-width: 100%; +} + +/* -- search page ----------------------------------------------------------- */ + +ul.search { + margin-top: 10px; +} + +ul.search li { + padding: 5px 0; +} + +ul.search li a { + font-weight: bold; +} + +ul.search li p.context { + color: #888; + margin: 2px 0 0 30px; + text-align: left; +} + +ul.keywordmatches li.goodmatch a { + font-weight: bold; +} + +/* -- index page ------------------------------------------------------------ */ + +table.contentstable { + width: 90%; + margin-left: auto; + margin-right: auto; +} + +table.contentstable p.biglink { + line-height: 150%; +} + +a.biglink { + font-size: 1.3em; +} + +span.linkdescr { + font-style: italic; + padding-top: 5px; + font-size: 90%; +} + +/* -- general index --------------------------------------------------------- */ + +table.indextable { + width: 100%; +} + +table.indextable td { + text-align: left; + vertical-align: top; +} + +table.indextable ul { + margin-top: 0; + margin-bottom: 0; + list-style-type: none; +} + +table.indextable > tbody > tr > td > ul { + padding-left: 0em; +} + +table.indextable tr.pcap { + height: 10px; +} + +table.indextable tr.cap { + margin-top: 10px; + background-color: #f2f2f2; +} + +img.toggler { + margin-right: 3px; + margin-top: 3px; + cursor: pointer; +} + +div.modindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +div.genindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +/* -- domain module index --------------------------------------------------- */ + +table.modindextable td { + padding: 2px; + border-collapse: collapse; +} + +/* -- general body styles --------------------------------------------------- */ + +div.body { + min-width: 360px; + max-width: 800px; +} + +div.body p, div.body dd, div.body li, div.body blockquote { + -moz-hyphens: auto; + -ms-hyphens: auto; + -webkit-hyphens: auto; + hyphens: auto; +} + +a.headerlink { + visibility: hidden; +} + +a:visited { + color: #551A8B; +} + +h1:hover > a.headerlink, +h2:hover > a.headerlink, +h3:hover > a.headerlink, +h4:hover > a.headerlink, +h5:hover > a.headerlink, +h6:hover > a.headerlink, +dt:hover > a.headerlink, +caption:hover > a.headerlink, +p.caption:hover > a.headerlink, +div.code-block-caption:hover > a.headerlink { + visibility: visible; +} + +div.body p.caption { + text-align: inherit; +} + +div.body td { + text-align: left; +} + +.first { + margin-top: 0 !important; +} + +p.rubric { + margin-top: 30px; + font-weight: bold; +} + +img.align-left, figure.align-left, .figure.align-left, object.align-left { + clear: left; + float: left; + margin-right: 1em; +} + +img.align-right, figure.align-right, .figure.align-right, object.align-right { + clear: right; + float: right; + margin-left: 1em; +} + +img.align-center, figure.align-center, .figure.align-center, object.align-center { + display: block; + margin-left: auto; + margin-right: auto; +} + +img.align-default, figure.align-default, .figure.align-default { + display: block; + margin-left: auto; + margin-right: auto; +} + +.align-left { + text-align: left; +} + +.align-center { + text-align: center; +} + +.align-default { + text-align: center; +} + +.align-right { + text-align: right; +} + +/* -- sidebars -------------------------------------------------------------- */ + +div.sidebar, +aside.sidebar { + margin: 0 0 0.5em 1em; + border: 1px solid #ddb; + padding: 7px; + background-color: #ffe; + width: 40%; + float: right; + clear: right; + overflow-x: auto; +} + +p.sidebar-title { + font-weight: bold; +} + +nav.contents, +aside.topic, +div.admonition, div.topic, blockquote { + clear: left; +} + +/* -- topics ---------------------------------------------------------------- */ + +nav.contents, +aside.topic, +div.topic { + border: 1px solid #ccc; + padding: 7px; + margin: 10px 0 10px 0; +} + +p.topic-title { + font-size: 1.1em; + font-weight: bold; + margin-top: 10px; +} + +/* -- admonitions ----------------------------------------------------------- */ + +div.admonition { + margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +nav.contents > :last-child, +aside.topic > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +nav.contents::after, +aside.topic::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + border-collapse: collapse; +} + +table.align-center { + margin-left: auto; + margin-right: auto; +} + +table.align-default { + margin-left: auto; + margin-right: auto; +} + +table caption span.caption-number { + font-style: italic; +} + +table caption span.caption-text { +} + +table.docutils td, table.docutils th { + padding: 1px 8px 1px 5px; + border-top: 0; + border-left: 0; + border-right: 0; + border-bottom: 1px solid #aaa; +} + +th { + text-align: left; + padding-right: 5px; +} + +table.citation { + border-left: solid 1px gray; + margin-left: 1px; +} + +table.citation td { + border-bottom: none; +} + +th > :first-child, +td > :first-child { + margin-top: 0px; +} + +th > :last-child, +td > :last-child { + margin-bottom: 0px; +} + +/* -- figures --------------------------------------------------------------- */ + +div.figure, figure { + margin: 0.5em; + padding: 0.5em; +} + +div.figure p.caption, figcaption { + padding: 0.3em; +} + +div.figure p.caption span.caption-number, +figcaption span.caption-number { + font-style: italic; +} + +div.figure p.caption span.caption-text, +figcaption span.caption-text { +} + +/* -- field list styles ----------------------------------------------------- */ + +table.field-list td, table.field-list th { + border: 0 !important; +} + +.field-list ul { + margin: 0; + padding-left: 1em; +} + +.field-list p { + margin: 0; +} + +.field-name { + -moz-hyphens: manual; + -ms-hyphens: manual; + -webkit-hyphens: manual; + hyphens: manual; +} + +/* -- hlist styles ---------------------------------------------------------- */ + +table.hlist { + margin: 1em 0; +} + +table.hlist td { + vertical-align: top; +} + +/* -- object description styles --------------------------------------------- */ + +.sig { + font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; +} + +.sig-name, code.descname { + background-color: transparent; + font-weight: bold; +} + +.sig-name { + font-size: 1.1em; +} + +code.descname { + font-size: 1.2em; +} + +.sig-prename, code.descclassname { + background-color: transparent; +} + +.optional { + font-size: 1.3em; +} + +.sig-paren { + font-size: larger; +} + +.sig-param.n { + font-style: italic; +} + +/* C++ specific styling */ + +.sig-inline.c-texpr, +.sig-inline.cpp-texpr { + font-family: unset; +} + +.sig.c .k, .sig.c .kt, +.sig.cpp .k, .sig.cpp .kt { + color: #0033B3; +} + +.sig.c .m, +.sig.cpp .m { + color: #1750EB; +} + +.sig.c .s, .sig.c .sc, +.sig.cpp .s, .sig.cpp .sc { + color: #067D17; +} + + +/* -- other body styles ----------------------------------------------------- */ + +ol.arabic { + list-style: decimal; +} + +ol.loweralpha { + list-style: lower-alpha; +} + +ol.upperalpha { + list-style: upper-alpha; +} + +ol.lowerroman { + list-style: lower-roman; +} + +ol.upperroman { + list-style: upper-roman; +} + +:not(li) > ol > li:first-child > :first-child, +:not(li) > ul > li:first-child > :first-child { + margin-top: 0px; +} + +:not(li) > ol > li:last-child > :last-child, +:not(li) > ul > li:last-child > :last-child { + margin-bottom: 0px; +} + +ol.simple ol p, +ol.simple ul p, +ul.simple ol p, +ul.simple ul p { + margin-top: 0; +} + +ol.simple > li:not(:first-child) > p, +ul.simple > li:not(:first-child) > p { + margin-top: 0; +} + +ol.simple p, +ul.simple p { + margin-bottom: 0; +} + +aside.footnote > span, +div.citation > span { + float: left; +} +aside.footnote > span:last-of-type, +div.citation > span:last-of-type { + padding-right: 0.5em; +} +aside.footnote > p { + margin-left: 2em; +} +div.citation > p { + margin-left: 4em; +} +aside.footnote > p:last-of-type, +div.citation > p:last-of-type { + margin-bottom: 0em; +} +aside.footnote > p:last-of-type:after, +div.citation > p:last-of-type:after { + content: ""; + clear: both; +} + +dl.field-list { + display: grid; + grid-template-columns: fit-content(30%) auto; +} + +dl.field-list > dt { + font-weight: bold; + word-break: break-word; + padding-left: 0.5em; + padding-right: 5px; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + +dl { + margin-bottom: 15px; +} + +dd > :first-child { + margin-top: 0px; +} + +dd ul, dd table { + margin-bottom: 10px; +} + +dd { + margin-top: 3px; + margin-bottom: 10px; + margin-left: 30px; +} + +.sig dd { + margin-top: 0px; + margin-bottom: 0px; +} + +.sig dl { + margin-top: 0px; + margin-bottom: 0px; +} + +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + +dt:target, span.highlighted { + background-color: #fbe54e; +} + +rect.highlighted { + fill: #fbe54e; +} + +dl.glossary dt { + font-weight: bold; + font-size: 1.1em; +} + +.versionmodified { + font-style: italic; +} + +.system-message { + background-color: #fda; + padding: 5px; + border: 3px solid red; +} + +.footnote:target { + background-color: #ffa; +} + +.line-block { + display: block; + margin-top: 1em; + margin-bottom: 1em; +} + +.line-block .line-block { + margin-top: 0; + margin-bottom: 0; + margin-left: 1.5em; +} + +.guilabel, .menuselection { + font-family: sans-serif; +} + +.accelerator { + text-decoration: underline; +} + +.classifier { + font-style: oblique; +} + +.classifier:before { + font-style: normal; + margin: 0 0.5em; + content: ":"; + display: inline-block; +} + +abbr, acronym { + border-bottom: dotted 1px; + cursor: help; +} + +/* -- code displays --------------------------------------------------------- */ + +pre { + overflow: auto; + overflow-y: hidden; /* fixes display issues on Chrome browsers */ +} + +pre, div[class*="highlight-"] { + clear: both; +} + +span.pre { + -moz-hyphens: none; + -ms-hyphens: none; + -webkit-hyphens: none; + hyphens: none; + white-space: nowrap; +} + +div[class*="highlight-"] { + margin: 1em 0; +} + +td.linenos pre { + border: 0; + background-color: transparent; + color: #aaa; +} + +table.highlighttable { + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; +} + +table.highlighttable td { + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; +} + +div.code-block-caption { + margin-top: 1em; + padding: 2px 5px; + font-size: small; +} + +div.code-block-caption code { + background-color: transparent; +} + +table.highlighttable td.linenos, +span.linenos, +div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; + -webkit-user-select: text; /* Safari fallback only */ + -webkit-user-select: none; /* Chrome/Safari */ + -moz-user-select: none; /* Firefox */ + -ms-user-select: none; /* IE10+ */ +} + +div.code-block-caption span.caption-number { + padding: 0.1em 0.3em; + font-style: italic; +} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} diff --git a/html_docs/_static/classic.css b/html_docs/_static/classic.css new file mode 100644 index 0000000..5ce6e50 --- /dev/null +++ b/html_docs/_static/classic.css @@ -0,0 +1,262 @@ +/* + * Sphinx stylesheet -- classic theme. + */ + +@import url("basic.css"); + +/* -- page layout ----------------------------------------------------------- */ + +html { + /* CSS hack for macOS's scrollbar (see #1125) */ + background-color: #FFFFFF; +} + +body { + font-family: -apple-system, BlinkMacSystemFont, avenir next, avenir, segoe ui, helvetica neue, helvetica, Cantarell, Ubuntu, roboto, noto, arial, sans-serif; + font-size: 100%; + background-color: white; + color: #000; + margin: 0; + padding: 0; +} + +div.document { + display: flex; + background-color: white; +} + +div.documentwrapper { + float: left; + width: 100%; +} + +div.bodywrapper { + margin: 0 0 0 230px; +} + +div.body { + background-color: white; + color: #222222; + padding: 0 20px 30px 20px; +} + +div.footer { + color: #555555; + width: 100%; + padding: 9px 0 9px 0; + text-align: center; + font-size: 75%; +} + +div.footer a { + color: #555555; + text-decoration: underline; +} + +div.related { + background-color: white; + line-height: 30px; + color: #666666; +} + +div.related a { + color: #444444; +} + +div.sphinxsidebar { +} + +div.sphinxsidebar h3 { + font-family: -apple-system, BlinkMacSystemFont, avenir next, avenir, segoe ui, helvetica neue, helvetica, Cantarell, Ubuntu, roboto, noto, arial, sans-serif; + color: #444444; + font-size: 1.4em; + font-weight: normal; + margin: 0; + padding: 0; +} + +div.sphinxsidebar h3 a { + color: #444444; +} + +div.sphinxsidebar h4 { + font-family: -apple-system, BlinkMacSystemFont, avenir next, avenir, segoe ui, helvetica neue, helvetica, Cantarell, Ubuntu, roboto, noto, arial, sans-serif; + color: #444444; + font-size: 1.3em; + font-weight: normal; + margin: 5px 0 0 0; + padding: 0; +} + +div.sphinxsidebar p { + color: #444444; +} + +div.sphinxsidebar p.topless { + margin: 5px 10px 10px 10px; +} + +div.sphinxsidebar ul { + margin: 10px; + padding: 0; + color: #444444; +} + +div.sphinxsidebar a { + color: #444444; +} + +div.sphinxsidebar input { + border: 1px solid #444444; + font-family: sans-serif; + font-size: 1em; +} + + + +/* -- hyperlink styles ------------------------------------------------------ */ + +a { + color: #0090c0; + text-decoration: none; +} + +a:visited { + color: #00608f; + text-decoration: none; +} + +a:hover { + text-decoration: underline; +} + + + +/* -- body styles ----------------------------------------------------------- */ + +div.body h1, +div.body h2, +div.body h3, +div.body h4, +div.body h5, +div.body h6 { + font-family: -apple-system, BlinkMacSystemFont, avenir next, avenir, segoe ui, helvetica neue, helvetica, Cantarell, Ubuntu, roboto, noto, arial, sans-serif; + background-color: white; + font-weight: normal; + color: #1a1a1a; + border-bottom: 1px solid #ccc; + margin: 20px -20px 10px -20px; + padding: 3px 0 3px 10px; +} + +div.body h1 { margin-top: 0; font-size: 200%; } +div.body h2 { font-size: 160%; } +div.body h3 { 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