Add config classes

CHANGELOG.md

@@ -12,6 +12,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - `AzureMongoDbVectorStoreDriver` for using CosmosDB with MongoDB vCore API.
 - `vector_path` field on `MongoDbAtlasVectorStoreDriver`.
 - `LeonardoImageGenerationDriver` supports image to image generation.
+- `OpenAiStructureConfig` for providing Structures with all OpenAi Driver configuration. 
+- `AmazonBedrockStructureConfig` for providing Structures with all Amazon Bedrock Driver configuration. 
+- `StructureConfig` for building your own Structure configuration.
+- `JsonExtractionTask` for convenience over using `ExtractionTask` with a `JsonExtractionEngine`.
+- `CsvExtractionTask` for convenience over using `ExtractionTask` with a `CsvExtractionEngine`.
 
 ### Fixed 
 - `BedrockStableDiffusionImageGenerationModelDriver` request parameters for SDXLv1.
@@ -21,6 +26,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - **BREAKING**: Make `index_name` on `MongoDbAtlasVectorStoreDriver` a required field.
 - **BREAKING**: Remove `create_index()` from `MarqoVectorStoreDriver`, `OpenSearchVectorStoreDriver`, `PineconeVectorStoreDriver`, `RedisVectorStoreDriver`.
 - **BREAKING**: `ImageLoader().load()` now accepts image bytes instead of a file path.
+- Deprecated `Structure.prompt_driver` in favor of `Structure.global_drivers.prompt_driver`.
+- Deprecated `Structure.embedding_driver` in favor of `Structure.global_drivers.embedding_driver`.
+- Deprecated `Structure.stream` in favor of `Structure.global_drivers.prompt_driver.stream`.
+- `TextSummaryTask.summary_engine` now defaults to a `PromptSummaryEngine` with a Prompt Driver default of `Structure.global_drivers.prompt_driver`.
+- `TextQueryTask.query_engine` now defaults to a `VectorQueryEngine` with a Prompt Driver default of `Structure.global_drivers.prompt_driver` and Vector Store Driver default of `Structure.global_drivers.vector_store_driver`.
+- `PromptImageGenerationTask.image_generation_engine` now defaults to a `PromptImageGenerationEngine` with an Image Generation Driver default of `Structure.global_drivers.image_generation_driver`.
+- `VariationImageGenerationTask.image_generation_engine` now defaults to a `VariationImageGenerationEngine` with an Image Generation Driver default of `Structure.global_drivers.image_generation_driver`.
+- `InpaintingImageGenerationTask.image_generation_engine` now defaults to an `InpaintingImageGenerationEngine` with an Image Generation Driver default of `Structure.global_drivers.image_generation_driver`.
+- `OutpaintingImageGenerationTask.image_generation_engine` now defaults to an `OutpaintingImageGenerationEngine` with an Image Generation Driver default of `Structure.global_drivers.image_generation_driver`.
 
 ## [0.22.3] - 2024-01-22
 

griptape/config/__init__.py

@@ -0,0 +1,30 @@
+from .base_config import BaseConfig
+
+from .structure_global_drivers_config import StructureGlobalDriversConfig
+from .structure_task_memory_extraction_engine_csv_config import StructureTaskMemoryExtractionEngineCsvConfig
+from .structure_task_memory_extraction_engine_json_config import StructureTaskMemoryExtractionEngineJsonConfig
+from .structure_task_memory_extraction_engine_config import StructureTaskMemoryExtractionEngineConfig
+from .structure_task_memory_query_engine_config import StructureTaskMemoryQueryEngineConfig
+from .structure_task_memory_summary_engine_config import StructureTaskMemorySummaryEngineConfig
+from .structure_task_memory_config import StructureTaskMemoryConfig
+from .base_structure_config import BaseStructureConfig
+
+from .structure_config import StructureConfig
+from .openai_structure_config import OpenAiStructureConfig
+from .amazon_bedrock_structure_config import AmazonBedrockStructureConfig
+
+
+__all__ = [
+    "BaseConfig",
+    "BaseStructureConfig",
+    "StructureTaskMemoryConfig",
+    "StructureGlobalDriversConfig",
+    "StructureTaskMemoryQueryEngineConfig",
+    "StructureTaskMemorySummaryEngineConfig",
+    "StructureTaskMemoryExtractionEngineConfig",
+    "StructureTaskMemoryExtractionEngineCsvConfig",
+    "StructureTaskMemoryExtractionEngineJsonConfig",
+    "StructureConfig",
+    "OpenAiStructureConfig",
+    "AmazonBedrockStructureConfig",
+]

griptape/config/amazon_bedrock_structure_config.py

@@ -0,0 +1,77 @@
+from attrs import Factory, define, field
+
+from griptape.config import (
+    BaseStructureConfig,
+    StructureGlobalDriversConfig,
+    StructureTaskMemoryConfig,
+    StructureTaskMemoryExtractionEngineConfig,
+    StructureTaskMemoryExtractionEngineCsvConfig,
+    StructureTaskMemoryExtractionEngineJsonConfig,
+    StructureTaskMemoryQueryEngineConfig,
+    StructureTaskMemorySummaryEngineConfig,
+)
+from griptape.drivers import (
+    AmazonBedrockImageGenerationDriver,
+    AmazonBedrockPromptDriver,
+    AmazonBedrockTitanEmbeddingDriver,
+    BedrockClaudePromptModelDriver,
+    BedrockTitanImageGenerationModelDriver,
+    BedrockTitanPromptModelDriver,
+    LocalVectorStoreDriver,
+)
+
+
+@define(kw_only=True)
+class AmazonBedrockStructureConfig(BaseStructureConfig):
+    global_drivers: StructureGlobalDriversConfig = field(
+        default=Factory(
+            lambda: StructureGlobalDriversConfig(
+                prompt_driver=AmazonBedrockPromptDriver(
+                    model="anthropic.claude-v2", stream=False, prompt_model_driver=BedrockClaudePromptModelDriver()
+                ),
+                image_generation_driver=AmazonBedrockImageGenerationDriver(
+                    model="amazon.titan-image-generator-v1",
+                    image_generation_model_driver=BedrockTitanImageGenerationModelDriver(),
+                ),
+                embedding_driver=AmazonBedrockTitanEmbeddingDriver(model="amazon.titan-embed-text-v1"),
+                vector_store_driver=LocalVectorStoreDriver(
+                    embedding_driver=AmazonBedrockTitanEmbeddingDriver(model="amazon.titan-embed-text-v1")
+                ),
+            )
+        ),
+        kw_only=True,
+        metadata={"serializable": True},
+    )
+    task_memory: StructureTaskMemoryConfig = field(
+        default=Factory(
+            lambda: StructureTaskMemoryConfig(
+                query_engine=StructureTaskMemoryQueryEngineConfig(
+                    prompt_driver=AmazonBedrockPromptDriver(
+                        model="amazon.titan-text-express-v1", prompt_model_driver=BedrockTitanPromptModelDriver()
+                    ),
+                    vector_store_driver=LocalVectorStoreDriver(
+                        embedding_driver=AmazonBedrockTitanEmbeddingDriver(model="amazon.titan-embed-text-v1")
+                    ),
+                ),
+                extraction_engine=StructureTaskMemoryExtractionEngineConfig(
+                    csv=StructureTaskMemoryExtractionEngineCsvConfig(
+                        prompt_driver=AmazonBedrockPromptDriver(
+                            model="amazon.titan-text-express-v1", prompt_model_driver=BedrockTitanPromptModelDriver()
+                        )
+                    ),
+                    json=StructureTaskMemoryExtractionEngineJsonConfig(
+                        prompt_driver=AmazonBedrockPromptDriver(
+                            model="amazon.titan-text-express-v1", prompt_model_driver=BedrockTitanPromptModelDriver()
+                        )
+                    ),
+                ),
+                summary_engine=StructureTaskMemorySummaryEngineConfig(
+                    prompt_driver=AmazonBedrockPromptDriver(
+                        model="amazon.titan-text-express-v1", prompt_model_driver=BedrockTitanPromptModelDriver()
+                    )
+                ),
+            )
+        ),
+        kw_only=True,
+        metadata={"serializable": True},
+    )

griptape/config/base_config.py

@@ -0,0 +1,10 @@
+from abc import ABC
+
+from attrs import define
+
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define
+class BaseConfig(SerializableMixin, ABC):
+    ...

griptape/config/base_structure_config.py

@@ -0,0 +1,20 @@
+from __future__ import annotations
+
+from abc import ABC
+
+from attr import define, field
+
+from griptape.config import BaseConfig, StructureGlobalDriversConfig, StructureTaskMemoryConfig
+from griptape.utils import dict_merge
+
+
+@define
+class BaseStructureConfig(BaseConfig, ABC):
+    global_drivers: StructureGlobalDriversConfig = field(kw_only=True, metadata={"serializable": True})
+    task_memory: StructureTaskMemoryConfig = field(kw_only=True, metadata={"serializable": True})
+
+    def merge_config(self, config: dict) -> BaseStructureConfig:
+        base_config = self.to_dict()
+        merged_config = dict_merge(base_config, config)
+
+        return BaseStructureConfig.from_dict(merged_config)

griptape/config/openai_structure_config.py

@@ -0,0 +1,61 @@
+from attrs import Factory, define, field
+
+from griptape.config import (
+    BaseStructureConfig,
+    StructureGlobalDriversConfig,
+    StructureTaskMemoryConfig,
+    StructureTaskMemoryExtractionEngineConfig,
+    StructureTaskMemoryExtractionEngineCsvConfig,
+    StructureTaskMemoryExtractionEngineJsonConfig,
+    StructureTaskMemoryQueryEngineConfig,
+    StructureTaskMemorySummaryEngineConfig,
+)
+from griptape.drivers import (
+    LocalVectorStoreDriver,
+    OpenAiChatPromptDriver,
+    OpenAiEmbeddingDriver,
+    OpenAiImageGenerationDriver,
+)
+
+
+@define(kw_only=True)
+class OpenAiStructureConfig(BaseStructureConfig):
+    global_drivers: StructureGlobalDriversConfig = field(
+        default=Factory(
+            lambda: StructureGlobalDriversConfig(
+                prompt_driver=OpenAiChatPromptDriver(model="gpt-4"),
+                image_generation_driver=OpenAiImageGenerationDriver(model="dall-e-2", image_size="512x512"),
+                embedding_driver=OpenAiEmbeddingDriver(model="text-embedding-ada-002"),
+                vector_store_driver=LocalVectorStoreDriver(
+                    embedding_driver=OpenAiEmbeddingDriver(model="text-embedding-ada-002")
+                ),
+            )
+        ),
+        kw_only=True,
+        metadata={"serializable": True},
+    )
+    task_memory: StructureTaskMemoryConfig = field(
+        default=Factory(
+            lambda: StructureTaskMemoryConfig(
+                query_engine=StructureTaskMemoryQueryEngineConfig(
+                    prompt_driver=OpenAiChatPromptDriver(model="gpt-3.5-turbo"),
+                    vector_store_driver=LocalVectorStoreDriver(
+                        embedding_driver=OpenAiEmbeddingDriver(model="text-embedding-ada-002")
+                    ),
+                ),
+                extraction_engine=StructureTaskMemoryExtractionEngineConfig(
+                    csv=StructureTaskMemoryExtractionEngineCsvConfig(
+                        prompt_driver=OpenAiChatPromptDriver(model="gpt-3.5-turbo")
+                    ),
+                    json=StructureTaskMemoryExtractionEngineJsonConfig(
+                        prompt_driver=OpenAiChatPromptDriver(model="gpt-3.5-turbo")
+                    ),
+                ),
+                summary_engine=StructureTaskMemorySummaryEngineConfig(
+                    prompt_driver=OpenAiChatPromptDriver(model="gpt-3.5-turbo")
+                ),
+            )
+        ),
+        kw_only=True,
+        metadata={"serializable": True},
+    )

griptape/config/structure_config.py

@@ -0,0 +1,13 @@
+from attrs import Factory, define, field
+
+from griptape.config import BaseStructureConfig, StructureGlobalDriversConfig, StructureTaskMemoryConfig
+
+
+@define(kw_only=True)
+class StructureConfig(BaseStructureConfig):
+    global_drivers: StructureGlobalDriversConfig = field(
+        default=Factory(lambda: StructureGlobalDriversConfig()), kw_only=True, metadata={"serializable": True}
+    )
+    task_memory: StructureTaskMemoryConfig = field(
+        default=Factory(lambda: StructureTaskMemoryConfig()), kw_only=True, metadata={"serializable": True}
+    )

griptape/config/structure_global_drivers_config.py

@@ -0,0 +1,35 @@
+from typing import Optional
+
+from attrs import Factory, define, field
+
+from griptape.drivers import (
+    BaseConversationMemoryDriver,
+    BaseEmbeddingDriver,
+    BaseImageGenerationDriver,
+    BasePromptDriver,
+    BaseVectorStoreDriver,
+    NopVectorStoreDriver,
+    NopEmbeddingDriver,
+    NopImageGenerationDriver,
+    NopPromptDriver,
+)
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureGlobalDriversConfig(SerializableMixin):
+    prompt_driver: BasePromptDriver = field(
+        kw_only=True, default=Factory(lambda: NopPromptDriver()), metadata={"serializable": True}
+    )
+    image_generation_driver: BaseImageGenerationDriver = field(
+        kw_only=True, default=Factory(lambda: NopImageGenerationDriver()), metadata={"serializable": True}
+    )
+    embedding_driver: BaseEmbeddingDriver = field(
+        kw_only=True, default=Factory(lambda: NopEmbeddingDriver()), metadata={"serializable": True}
+    )
+    vector_store_driver: BaseVectorStoreDriver = field(
+        default=Factory(lambda: NopVectorStoreDriver()), kw_only=True, metadata={"serializable": True}
+    )
+    conversation_memory_driver: Optional[BaseConversationMemoryDriver] = field(
+        default=None, kw_only=True, metadata={"serializable": True}
+    )

griptape/config/structure_task_memory_config.py

@@ -0,0 +1,21 @@
+from attrs import Factory, define, field
+
+from griptape.config import (
+    StructureTaskMemoryExtractionEngineConfig,
+    StructureTaskMemoryQueryEngineConfig,
+    StructureTaskMemorySummaryEngineConfig,
+)
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureTaskMemoryConfig(SerializableMixin):
+    query_engine: StructureTaskMemoryQueryEngineConfig = field(
+        default=Factory(lambda: StructureTaskMemoryQueryEngineConfig()), metadata={"serializable": True}
+    )
+    extraction_engine: StructureTaskMemoryExtractionEngineConfig = field(
+        default=Factory(lambda: StructureTaskMemoryExtractionEngineConfig()), metadata={"serializable": True}
+    )
+    summary_engine: StructureTaskMemorySummaryEngineConfig = field(
+        default=Factory(lambda: StructureTaskMemorySummaryEngineConfig()), metadata={"serializable": True}
+    )

griptape/config/structure_task_memory_extraction_engine_config.py

@@ -0,0 +1,14 @@
+from attrs import Factory, define, field
+
+from griptape.config import StructureTaskMemoryExtractionEngineCsvConfig, StructureTaskMemoryExtractionEngineJsonConfig
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureTaskMemoryExtractionEngineConfig(SerializableMixin):
+    csv: StructureTaskMemoryExtractionEngineCsvConfig = field(
+        default=Factory(lambda: StructureTaskMemoryExtractionEngineCsvConfig()), metadata={"serializable": True}
+    )
+    json: StructureTaskMemoryExtractionEngineJsonConfig = field(
+        default=Factory(lambda: StructureTaskMemoryExtractionEngineJsonConfig()), metadata={"serializable": True}
+    )

griptape/config/structure_task_memory_extraction_engine_csv_config.py

@@ -0,0 +1,9 @@
+from attrs import define, field, Factory
+
+from griptape.drivers import BasePromptDriver, NopPromptDriver
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureTaskMemoryExtractionEngineCsvConfig(SerializableMixin):
+    prompt_driver: BasePromptDriver = field(default=Factory(lambda: NopPromptDriver()), metadata={"serializable": True})

griptape/config/structure_task_memory_extraction_engine_json_config.py

@@ -0,0 +1,9 @@
+from attrs import define, field, Factory
+
+from griptape.drivers import BasePromptDriver, NopPromptDriver
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureTaskMemoryExtractionEngineJsonConfig(SerializableMixin):
+    prompt_driver: BasePromptDriver = field(default=Factory(lambda: NopPromptDriver()), metadata={"serializable": True})

griptape/config/structure_task_memory_query_engine_config.py

@@ -0,0 +1,19 @@
+from attrs import Factory, define, field
+
+from griptape.drivers import (
+    BasePromptDriver,
+    BaseVectorStoreDriver,
+    NopVectorStoreDriver,
+    NopEmbeddingDriver,
+    NopPromptDriver,
+)
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureTaskMemoryQueryEngineConfig(SerializableMixin):
+    prompt_driver: BasePromptDriver = field(default=Factory(lambda: NopPromptDriver()), metadata={"serializable": True})
+    vector_store_driver: BaseVectorStoreDriver = field(
+        default=Factory(lambda: NopVectorStoreDriver(embedding_driver=NopEmbeddingDriver())),
+        metadata={"serializable": True},
+    )

griptape/config/structure_task_memory_summary_engine_config.py

@@ -0,0 +1,9 @@
+from attrs import define, field, Factory
+
+from griptape.drivers import BasePromptDriver, NopPromptDriver
+from griptape.mixins.serializable_mixin import SerializableMixin
+
+
+@define(kw_only=True)
+class StructureTaskMemorySummaryEngineConfig(SerializableMixin):
+    prompt_driver: BasePromptDriver = field(default=Factory(lambda: NopPromptDriver()), metadata={"serializable": True})