From 69cce4490ae7252d646c93fe33c807dd8ba4f42e Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 19 Sep 2023 15:00:23 +0200 Subject: [PATCH 001/118] Fix ollama vector dims --- loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/loader.py b/loader.py index 38c1c4f56..f60a3b8e8 100644 --- a/loader.py +++ b/loader.py @@ -41,7 +41,7 @@ def create_constraints(): create_constraints() dimension = 1536 # OpenAi -# dimension = 500 # Ollama +# dimension = 4096 # Ollama def create_vector_index(dimension): From bba79667dd03bbb42c86193b0b3f1c8f60d9bad2 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 19 Sep 2023 15:02:03 +0200 Subject: [PATCH 002/118] Don't depend on llm container --- docker-compose.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docker-compose.yml b/docker-compose.yml index 3ee11bf59..4f50aba20 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -61,8 +61,8 @@ services: depends_on: database: condition: service_healthy - llm: - condition: service_started + # llm: + # condition: service_started x-develop: watch: - action: rebuild From a210c95818b259ed947aa1487915cf12b61b848e Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 19 Sep 2023 15:16:32 +0200 Subject: [PATCH 003/118] Add docker watch mode to loader --- docker-compose.yml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/docker-compose.yml b/docker-compose.yml index 4f50aba20..d7e21e085 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -46,6 +46,11 @@ services: ports: - 8081:8080 - 8502:8502 + x-develop: + watch: + - action: rebuild + path: loader.py + bot: build: From d8ab4b0b4b5398739883446ad7e1892e8ebd18c8 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 19 Sep 2023 15:16:53 +0200 Subject: [PATCH 004/118] Add title and info to loader page --- loader.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/loader.py b/loader.py index f60a3b8e8..96739bcd5 100644 --- a/loader.py +++ b/loader.py @@ -112,6 +112,9 @@ def get_pages() -> int: number = st.number_input("Number of pages (100)", step=1, min_value=1) return int(number) +st.header("StackOverflow Loader") +st.subheader("Choose StackOverflow tags to load into Neo4j") +st.caption("Go to http://localhost:7474/browser/ to explore the graph.") user_input = get_tag() pages = get_pages() From 049b420b3efa32c664d757b7095c2fd8a1816a6f Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 19 Sep 2023 15:25:20 +0200 Subject: [PATCH 005/118] UI changes to loader --- .github/media/app2-ui.png | Bin 0 -> 158614 bytes loader.py | 5 +++-- readme.md | 3 ++- 3 files changed, 5 insertions(+), 3 deletions(-) create mode 100644 .github/media/app2-ui.png diff --git a/.github/media/app2-ui.png b/.github/media/app2-ui.png new file mode 100644 index 0000000000000000000000000000000000000000..4fc8fff08b714c20dde50122a22ae70ed232bcca GIT binary patch literal 158614 zcmeFZgVEzR;|#n&d`I|;{YNy)Y_yMT zBxc>7w{II$w7k8l@u|Am`LWJQC>{a7zJ@gu$(KAvdv>e++k)+Lvi7IkTcqDeh0&@~ 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st.text_input("Which tag are you interested in?", value="neo4j") + input_text = st.text_input("Which tag questions do you want to import?", value="neo4j") return input_text def get_pages() -> int: - number = st.number_input("Number of pages (100)", step=1, min_value=1) + number = st.number_input("Number of pages (100 questions per page)", step=1, min_value=1) + st.caption("Only questions with answers will be imported.") return int(number) st.header("StackOverflow Loader") diff --git a/readme.md b/readme.md index e8cfa2f22..eb39ede32 100644 --- a/readme.md +++ b/readme.md @@ -34,13 +34,14 @@ UI: http://localhost:8501 ## App 2 Loader -UI: http://localhost:8081 +UI: http://localhost:8502 DB client: http://localhost:7474 - import recent (last weeks/months) SO data for certain tags into a KG - embed questions and answers and store in vector index - UI: choose tags, run import, see progress, some stats of data in the database +![](.github/media/app2-ui.png) ![](.github/media/app2-model.png) ## App 3 Summarization / generation tasks From 14991fcaaf64544ab3c7a912666c976adda19204 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 19 Sep 2023 17:42:03 +0200 Subject: [PATCH 006/118] Update bot ui (drop tabs, add radios) --- bot.py | 67 ++++++++++++++++++++++++++++++---------------------------- 1 file changed, 35 insertions(+), 32 deletions(-) diff --git a/bot.py b/bot.py index 29eb6b148..b1e564f27 100644 --- a/bot.py +++ b/bot.py @@ -78,60 +78,63 @@ def generate_llm_output(user_input: str) -> str: kg_qa = ConversationalRetrievalChain.from_llm(llm, kg.as_retriever(), memory=kg_memory) # Streamlit stuff - -# Make sure the text input is at the bottom -# We can't use chat_input as it can't be put into a tab styl = f""" """ st.markdown(styl, unsafe_allow_html=True) - -def tab_view(name, output_function): +def chat_input(): # Session state if "generated" not in st.session_state: - st.session_state[f"generated_{name}"] = [] + st.session_state[f"generated"] = [] if "user_input" not in st.session_state: - st.session_state[f"user_input_{name}"] = [] + st.session_state[f"user_input"] = [] - user_input = st.text_input( - f"{name} mode", - placeholder="Ask your question", - key=f"route_{name}", - label_visibility="hidden", - ) + if "rag_mode" not in st.session_state: + st.session_state[f"rag_mode"] = [] - if user_input: - with st.spinner(): - output = output_function(user_input) + user_input = st.chat_input("What coding issue can I help you resolve today?") - st.session_state[f"user_input_{name}"].append(user_input) - st.session_state[f"generated_{name}"].append(output) - - if st.session_state[f"generated_{name}"]: - size = len(st.session_state[f"generated_{name}"]) + if user_input: + output = output_function(user_input) + st.session_state[f"user_input"].append(user_input) + st.session_state[f"generated"].append(output) + st.session_state[f"rag_mode"].append(name) + +def display_chat(): + if st.session_state[f"generated"]: + size = len(st.session_state[f"generated"]) # Display only the last three exchanges for i in range(max(size - 3, 0), size): with st.chat_message("user"): - st.write(st.session_state[f"user_input_{name}"][i]) + st.write(st.session_state[f"user_input"][i]) with st.chat_message("assistant"): - st.write(st.session_state[f"generated_{name}"][i]) + st.caption(f"Mode: {st.session_state[f'rag_mode'][i]}") + st.write(st.session_state[f"generated"][i]) +def mode_select() -> str: + options = ["LLM only", "Vector", "Vector + Graph"] + return st.radio("Select sophistication mode", options, horizontal=True) -llm_view, rag_view, kgrag_view = st.tabs(["LLM only", "Vector", "Vector + Graph"]) +name = mode_select() +if(name == "LLM only"): + output_function = generate_llm_output +elif(name == "Vector"): + output_function = qa.run +elif(name == "Vector + Graph"): + output_function = kg_qa.run -with llm_view: - tab_view("llm", generate_llm_output) +chat_input() +display_chat() -with rag_view: - tab_view("rag", qa.run) -with kgrag_view: - tab_view("kg", kg_qa.run) From cac01426313b41bb2cb6402fd8b97b675dde478a Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 20 Sep 2023 11:15:33 +0200 Subject: [PATCH 007/118] Add support for ollama embeddings in bot (commented out for now) --- bot.py | 5 ++--- docker-compose.yml | 1 + 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/bot.py b/bot.py index b1e564f27..51c3774bf 100644 --- a/bot.py +++ b/bot.py @@ -20,13 +20,12 @@ url = os.getenv("NEO4J_URI") username = os.getenv("NEO4J_USERNAME") password = os.getenv("NEO4J_PASSWORD") -page = os.getenv("WIKIPEDIA_PAGE") or "Sweden" -prompt = os.getenv("PROMPT") or "What is the second largest city in Sweden?" +ollama_base_url = os.getenv("OLLAMA_BASE_URL") os.environ["NEO4J_URL"] = url +# embeddings = OllamaEmbeddings(base_url=ollama_base_url) embeddings = OpenAIEmbeddings() -# embeddings = OllamaEmbeddings() llm = ChatOpenAI(temperature=0) diff --git a/docker-compose.yml b/docker-compose.yml index d7e21e085..602ec2f86 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -61,6 +61,7 @@ services: - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - OPENAI_API_KEY=${OPENAI_API_KEY} + - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} networks: - net depends_on: From 20f1595c7c17d644858e3f7fb1038942944d832b Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 20 Sep 2023 11:37:10 +0200 Subject: [PATCH 008/118] Add pages + start page to loader --- loader.py | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/loader.py b/loader.py index d68c4ceb7..0cd9ac59d 100644 --- a/loader.py +++ b/loader.py @@ -108,22 +108,27 @@ def get_tag() -> str: return input_text -def get_pages() -> int: - number = st.number_input("Number of pages (100 questions per page)", step=1, min_value=1) +def get_pages(): + col1, col2 = st.columns(2) + with col1: + num_pages = st.number_input("Number of pages (100 questions per page)", step=1, min_value=1) + with col2: + start_page = st.number_input("Start page", step=1, min_value=1) st.caption("Only questions with answers will be imported.") - return int(number) + return (int(num_pages), int(start_page)) st.header("StackOverflow Loader") st.subheader("Choose StackOverflow tags to load into Neo4j") st.caption("Go to http://localhost:7474/browser/ to explore the graph.") user_input = get_tag() -pages = get_pages() +num_pages, start_page = get_pages() if st.button("Import"): - with st.spinner("Loading"): + with st.spinner("Loading... This might take a minute or two."): try: - load_so_data(user_input, pages) + for page in range(1, num_pages + 1): + load_so_data(user_input, start_page + (page-1)) st.success("Import successful", icon="✅") except Exception as e: st.error(f"Error: {e}", icon="🚨") From a65c1e932f4731e3f016e472f7a97b013b49cbe9 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 20 Sep 2023 11:49:07 +0200 Subject: [PATCH 009/118] Move vector index dimension config close to embeddings init --- loader.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/loader.py b/loader.py index 0cd9ac59d..d2df2a696 100644 --- a/loader.py +++ b/loader.py @@ -18,7 +18,10 @@ os.environ["NEO4J_URL"] = url # embeddings = OllamaEmbeddings(base_url=ollama_base_url) +# dimension = 4096 # Ollama + embeddings = OpenAIEmbeddings() +dimension = 1536 # OpenAi neo4j_graph = Neo4jGraph(url=url, username=username, password=password) @@ -40,10 +43,6 @@ def create_constraints(): create_constraints() -dimension = 1536 # OpenAi -# dimension = 4096 # Ollama - - def create_vector_index(dimension): # TODO use Neo4jVector Code from LangChain on the existing graph index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" From fc551246f824df2a799bc3d8e7563b3fdba8745c Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 20 Sep 2023 12:04:48 +0200 Subject: [PATCH 010/118] Add Ollama chat support (not used by default atm) --- bot.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/bot.py b/bot.py index 51c3774bf..d23d650a2 100644 --- a/bot.py +++ b/bot.py @@ -4,7 +4,7 @@ from langchain.vectorstores.neo4j_vector import Neo4jVector from langchain.embeddings.openai import OpenAIEmbeddings from langchain.embeddings import OllamaEmbeddings -from langchain.chat_models import ChatOpenAI +from langchain.chat_models import ChatOpenAI, ChatOllama from langchain.chains import ConversationalRetrievalChain from langchain.memory import ConversationBufferMemory from langchain.prompts.chat import ( @@ -25,8 +25,9 @@ os.environ["NEO4J_URL"] = url # embeddings = OllamaEmbeddings(base_url=ollama_base_url) -embeddings = OpenAIEmbeddings() +# llm = ChatOllama(temperature=0, base_url=ollama_base_url) +embeddings = OpenAIEmbeddings() llm = ChatOpenAI(temperature=0) # LLM only response From 4b73f6faf993a5e9a5dc5492aa03a92adf85a35d Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 20 Sep 2023 12:15:48 +0200 Subject: [PATCH 011/118] Update README --- .github/media/app2-ui-1.png | Bin 0 -> 152519 bytes .github/media/app2-ui.png | Bin 158614 -> 0 bytes readme.md | 26 +++++++++++++++++++++----- 3 files changed, 21 insertions(+), 5 deletions(-) create mode 100644 .github/media/app2-ui-1.png delete mode 100644 .github/media/app2-ui.png diff --git a/.github/media/app2-ui-1.png b/.github/media/app2-ui-1.png new file mode 100644 index 0000000000000000000000000000000000000000..648b2ba35830eddd766a07817d82efabc2037a19 GIT binary patch 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z{nu#86CQ1BmdlyOm)i@IFYMJ+&y-9+F5)|-PE43E)X(>>X{?a%!WU#tT= diff --git a/readme.md b/readme.md index eb39ede32..5bd4d0ffd 100644 --- a/readme.md +++ b/readme.md @@ -6,17 +6,28 @@ Use an `.env` file for the OPENAI_API_KEY (see `env.example`) # Develop -To start everything +**To start everything** ``` docker compose up ``` +If changes to build scripts has been made, **rebuild** +``` +docker compose up --build +``` -To enter watch mode (auto rebuild on file changes). +To enter **watch mode** (auto rebuild on file changes). First start everything, then in new terminal: ``` docker compose alpha watch ``` +**Shutdown** +Is health check fails or containers doesn't start up as expected, shutdown +completely to start up again. +``` +docker compose down +``` + # Applications ## App 1 - Support Agent Bot @@ -30,20 +41,25 @@ UI: http://localhost:8501 - LLM + RAG (vector + knowledge graph context) - allow to generate an great SO question for the current conversation based on the style of highly rated questions in the database -![](.github/media/app1-concept.png) +![concept, not actual UI](.github/media/app1-concept.png) +*(not actual UI, just showing the concept)* + +--- ## App 2 Loader -UI: http://localhost:8502 +UI: http://localhost:8502 DB client: http://localhost:7474 - import recent (last weeks/months) SO data for certain tags into a KG - embed questions and answers and store in vector index - UI: choose tags, run import, see progress, some stats of data in the database -![](.github/media/app2-ui.png) +![](.github/media/app2-ui-1.png) ![](.github/media/app2-model.png) +--- + ## App 3 Summarization / generation tasks UI: TBD From b2a8e2a3803208d62a85cc8e1bc29c8435057b92 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Wed, 20 Sep 2023 16:28:28 +0200 Subject: [PATCH 012/118] update loader & bot --- bot.py | 48 ++++++++++++++++++++++++++++++++---------------- loader.py | 34 +++++++++++++++++----------------- 2 files changed, 49 insertions(+), 33 deletions(-) diff --git a/bot.py b/bot.py index d23d650a2..3769fa26a 100644 --- a/bot.py +++ b/bot.py @@ -5,12 +5,10 @@ from langchain.embeddings.openai import OpenAIEmbeddings from langchain.embeddings import OllamaEmbeddings from langchain.chat_models import ChatOpenAI, ChatOllama -from langchain.chains import ConversationalRetrievalChain -from langchain.memory import ConversationBufferMemory +from langchain.chains import RetrievalQAWithSourcesChain from langchain.prompts.chat import ( ChatPromptTemplate, SystemMessagePromptTemplate, - AIMessagePromptTemplate, HumanMessagePromptTemplate, ) from dotenv import load_dotenv @@ -28,7 +26,7 @@ # llm = ChatOllama(temperature=0, base_url=ollama_base_url) embeddings = OpenAIEmbeddings() -llm = ChatOpenAI(temperature=0) +llm = ChatOpenAI(temperature=0, model_name="gpt-4") # LLM only response template = "You are a helpful assistant that helps with programming questions." @@ -57,10 +55,21 @@ def generate_llm_output(user_input: str) -> str: database="neo4j", # neo4j by default index_name="stackoverflow", # vector by default text_node_property="body", # text by default + retrieval_query=""" +CALL { with node + MATCH (node)<-[:ANSWERS]-(a) + WITH a + ORDER BY a.is_accepted DESC, a.score DESC + WITH collect(a.body)[..1] as answers + RETURN reduce(str='', text IN answers | str + text + '\n') as answerTexts +} +RETURN node.body + '\n' + answerTexts AS text, score, {source:node.link} AS metadata +""", ) -memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True) -qa = ConversationalRetrievalChain.from_llm(llm, neo4j_db.as_retriever(), memory=memory) +qa = RetrievalQAWithSourcesChain.from_chain_type( + llm, chain_type="stuff", retriever=neo4j_db.as_retriever(search_kwargs={"k": 2}) +) # Rag + KG kg = Neo4jVector.from_existing_index( @@ -74,8 +83,9 @@ def generate_llm_output(user_input: str) -> str: retrieval_query="RETURN 'fancy' AS text, 1 AS score, {} AS metadata", # Fix this ) -kg_memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True) -kg_qa = ConversationalRetrievalChain.from_llm(llm, kg.as_retriever(), memory=kg_memory) +kg_qa = RetrievalQAWithSourcesChain.from_chain_type( + llm, chain_type="stuff", retriever=kg.as_retriever(search_kwargs={"k": 2}) +) # Streamlit stuff styl = f""" @@ -91,6 +101,7 @@ def generate_llm_output(user_input: str) -> str: """ st.markdown(styl, unsafe_allow_html=True) + def chat_input(): # Session state if "generated" not in st.session_state: @@ -105,11 +116,16 @@ def chat_input(): user_input = st.chat_input("What coding issue can I help you resolve today?") if user_input: - output = output_function(user_input) + try: + data = output_function(user_input) + output = data["answer"] + "\n" + data["sources"] + except KeyError: + output = output_function(user_input) st.session_state[f"user_input"].append(user_input) st.session_state[f"generated"].append(output) st.session_state[f"rag_mode"].append(name) + def display_chat(): if st.session_state[f"generated"]: size = len(st.session_state[f"generated"]) @@ -122,19 +138,19 @@ def display_chat(): st.caption(f"Mode: {st.session_state[f'rag_mode'][i]}") st.write(st.session_state[f"generated"][i]) + def mode_select() -> str: options = ["LLM only", "Vector", "Vector + Graph"] return st.radio("Select sophistication mode", options, horizontal=True) + name = mode_select() -if(name == "LLM only"): +if name == "LLM only": output_function = generate_llm_output -elif(name == "Vector"): - output_function = qa.run -elif(name == "Vector + Graph"): - output_function = kg_qa.run +elif name == "Vector": + output_function = qa +elif name == "Vector + Graph": + output_function = kg_qa chat_input() display_chat() - - diff --git a/loader.py b/loader.py index d2df2a696..9964382a4 100644 --- a/loader.py +++ b/loader.py @@ -2,7 +2,6 @@ import requests from dotenv import load_dotenv -from bs4 import BeautifulSoup from langchain.embeddings import OllamaEmbeddings, OpenAIEmbeddings from langchain.graphs import Neo4jGraph @@ -43,6 +42,7 @@ def create_constraints(): create_constraints() + def create_vector_index(dimension): # TODO use Neo4jVector Code from LangChain on the existing graph index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" @@ -56,27 +56,22 @@ def create_vector_index(dimension): def load_so_data(tag: str = "neo4j", page: int = 1) -> None: - base_url = "https://api.stackexchange.com/2.2/questions" + base_url = "https://api.stackexchange.com/2.3/search/advanced" parameters = ( - f"?pagesize=100&page={page}&order=desc&sort=creation&tagged={tag}" - "&site=stackoverflow&filter=!6WPIomnMNcVD9" + f"?pagesize=100&page={page}&order=desc&sort=creation&answers=1&tagged={tag}" + "&site=stackoverflow&filter=!51dU0b1n(WTdqj5MH1iGsNShY6BhXXwJ)xwV5b" ) data = requests.get(base_url + parameters).json() # Convert html to text and calculate embedding values for q in data["items"]: - question_text = BeautifulSoup(q["body"], features="html.parser").text - q["body"] = question_text - q["embedding"] = embeddings.embed_query(q["title"] + " " + question_text) - if q.get("answers"): - for a in q.get("answers"): - a["body"] = BeautifulSoup(a["body"], features="html.parser").text + q["embedding"] = embeddings.embed_query(q["title"] + " " + q["body_markdown"]) import_query = """ UNWIND $data AS q MERGE (question:Question {id:q.question_id}) ON CREATE SET question.title = q.title, question.link = q.link, - question.favorite_count = q.favorite_count, question.creation_date = q.creation_date, - question.body = q.body, question.embedding = q.embedding + question.favorite_count = q.favorite_count, question.creation_date = datetime({epochSeconds: q.creation_date}), + question.body = q.body_markdown, question.embedding = q.embedding FOREACH (tagName IN q.tags | MERGE (tag:Tag {name:tagName}) MERGE (question)-[:TAGGED]->(tag) @@ -85,8 +80,8 @@ def load_so_data(tag: str = "neo4j", page: int = 1) -> None: MERGE (question)<-[:ANSWERS]-(answer:Answer {id:a.answer_id}) SET answer.is_accepted = a.is_accepted, answer.score = a.score, - answer.creation_date = a.creation_date, - answer.body = a.body + answer.creation_date = datetime({epochSeconds:a.creation_date}), + answer.body = a.body_markdown MERGE (answerer:User {id:coalesce(a.owner.user_id, "deleted")}) ON CREATE SET answerer.display_name = a.owner.display_name, answerer.reputation= a.owner.reputation @@ -103,19 +98,24 @@ def load_so_data(tag: str = "neo4j", page: int = 1) -> None: # Streamlit def get_tag() -> str: - input_text = st.text_input("Which tag questions do you want to import?", value="neo4j") + input_text = st.text_input( + "Which tag questions do you want to import?", value="neo4j" + ) return input_text def get_pages(): col1, col2 = st.columns(2) with col1: - num_pages = st.number_input("Number of pages (100 questions per page)", step=1, min_value=1) + num_pages = st.number_input( + "Number of pages (100 questions per page)", step=1, min_value=1 + ) with col2: start_page = st.number_input("Start page", step=1, min_value=1) st.caption("Only questions with answers will be imported.") return (int(num_pages), int(start_page)) + st.header("StackOverflow Loader") st.subheader("Choose StackOverflow tags to load into Neo4j") st.caption("Go to http://localhost:7474/browser/ to explore the graph.") @@ -127,7 +127,7 @@ def get_pages(): with st.spinner("Loading... This might take a minute or two."): try: for page in range(1, num_pages + 1): - load_so_data(user_input, start_page + (page-1)) + load_so_data(user_input, start_page + (page - 1)) st.success("Import successful", icon="✅") except Exception as e: st.error(f"Error: {e}", icon="🚨") From c9784b39d2c7abf6b00532198fefd9a67973cfc8 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Thu, 21 Sep 2023 15:41:10 +0200 Subject: [PATCH 013/118] fix llm only --- bot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bot.py b/bot.py index 3769fa26a..14fe81a90 100644 --- a/bot.py +++ b/bot.py @@ -119,7 +119,7 @@ def chat_input(): try: data = output_function(user_input) output = data["answer"] + "\n" + data["sources"] - except KeyError: + except TypeError: output = output_function(user_input) st.session_state[f"user_input"].append(user_input) st.session_state[f"generated"].append(output) From 32410e23a166553e78720a4dbc037b9a23fbdcb6 Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Thu, 21 Sep 2023 20:31:54 +0200 Subject: [PATCH 014/118] Fix Vector + RAG --- bot.py | 31 ++++++++++++++++++------------- 1 file changed, 18 insertions(+), 13 deletions(-) diff --git a/bot.py b/bot.py index 14fe81a90..3ca71a269 100644 --- a/bot.py +++ b/bot.py @@ -39,11 +39,12 @@ def generate_llm_output(user_input: str) -> str: - return llm( + answer = llm( chat_prompt.format_prompt( text=user_input, ).to_messages() ).content + return {"answer":answer,"sources":""} # Rag response @@ -56,14 +57,8 @@ def generate_llm_output(user_input: str) -> str: index_name="stackoverflow", # vector by default text_node_property="body", # text by default retrieval_query=""" -CALL { with node - MATCH (node)<-[:ANSWERS]-(a) - WITH a - ORDER BY a.is_accepted DESC, a.score DESC - WITH collect(a.body)[..1] as answers - RETURN reduce(str='', text IN answers | str + text + '\n') as answerTexts -} -RETURN node.body + '\n' + answerTexts AS text, score, {source:node.link} AS metadata + OPTIONAL MATCH (node)<-[:ANSWERS]-(a) + RETURN node.title + '\n' + node.body + '\n' + coalesce(a.text,"") AS text, score, {source:node.link} AS metadata LIMIT 1 """, ) @@ -80,7 +75,16 @@ def generate_llm_output(user_input: str) -> str: database="neo4j", # neo4j by default index_name="stackoverflow", # vector by default text_node_property="body", # text by default - retrieval_query="RETURN 'fancy' AS text, 1 AS score, {} AS metadata", # Fix this + retrieval_query=""" +CALL { with node + MATCH (node)<-[:ANSWERS]-(a) + WITH a + ORDER BY a.is_accepted DESC, a.score DESC + WITH collect(a.body)[..2] as answers + RETURN reduce(str='', text IN answers | str + text + '\n') as answerTexts +} +RETURN node.body + '\n' + answerTexts AS text, score, {source:node.link} AS metadata +""", ) kg_qa = RetrievalQAWithSourcesChain.from_chain_type( @@ -117,9 +121,10 @@ def chat_input(): if user_input: try: - data = output_function(user_input) - output = data["answer"] + "\n" + data["sources"] - except TypeError: + result = output_function(user_input) + if not type(result) is list: result=[result] + output = "\n".join([data["answer"] + "\n" + data["sources"] for data in result]) + except (KeyError, TypeError): # todo should we really have control-flow by exception? output = output_function(user_input) st.session_state[f"user_input"].append(user_input) st.session_state[f"generated"].append(output) From dc0018b59f28c525465bef00bdd30bb7d7de8615 Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Thu, 21 Sep 2023 23:01:05 +0200 Subject: [PATCH 015/118] Switch to CE --- bot.py | 2 +- docker-compose.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/bot.py b/bot.py index 3ca71a269..96c51bd51 100644 --- a/bot.py +++ b/bot.py @@ -26,7 +26,7 @@ # llm = ChatOllama(temperature=0, base_url=ollama_base_url) embeddings = OpenAIEmbeddings() -llm = ChatOpenAI(temperature=0, model_name="gpt-4") +llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo") # LLM only response template = "You are a helpful assistant that helps with programming questions." diff --git a/docker-compose.yml b/docker-compose.yml index 602ec2f86..3e37f1bb3 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -9,7 +9,7 @@ services: - net database: - image: neo4j:5.11-enterprise + image: neo4j:5.11 ports: - 7687:7687 - 7474:7474 From 35596214097d72c7ef02f16ddc245d34099e3c63 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Fri, 22 Sep 2023 12:52:13 +0200 Subject: [PATCH 016/118] Remove unused image --- docker-compose.yml | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/docker-compose.yml b/docker-compose.yml index 3e37f1bb3..e11750dbf 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,13 +1,6 @@ version: '3' services: - llm: - image: ollama/ollama:latest - ports: - - 11434:11434 - networks: - - net - database: image: neo4j:5.11 ports: @@ -40,8 +33,6 @@ services: depends_on: database: condition: service_healthy - # llm: - # condition: service_started ports: - 8081:8080 @@ -67,8 +58,6 @@ services: depends_on: database: condition: service_healthy - # llm: - # condition: service_started x-develop: watch: - action: rebuild From ca86a7fa98b89a41584da182d3f23760bd28e4ce Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Fri, 22 Sep 2023 12:53:36 +0200 Subject: [PATCH 017/118] Add sentence transformer for embeddings + config for what models to use --- bot.py | 28 ++++++++++++++++++++++------ docker-compose.yml | 3 +++ example.env | 2 ++ loader.py | 21 ++++++++++++++------- requirements.txt | 3 ++- 5 files changed, 43 insertions(+), 14 deletions(-) diff --git a/bot.py b/bot.py index 96c51bd51..f04295e5e 100644 --- a/bot.py +++ b/bot.py @@ -3,7 +3,7 @@ import streamlit as st from langchain.vectorstores.neo4j_vector import Neo4jVector from langchain.embeddings.openai import OpenAIEmbeddings -from langchain.embeddings import OllamaEmbeddings +from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings from langchain.chat_models import ChatOpenAI, ChatOllama from langchain.chains import RetrievalQAWithSourcesChain from langchain.prompts.chat import ( @@ -19,14 +19,30 @@ username = os.getenv("NEO4J_USERNAME") password = os.getenv("NEO4J_PASSWORD") ollama_base_url = os.getenv("OLLAMA_BASE_URL") +embedding_model_name = os.getenv("EMBEDDING_MODEL") +llm_name = os.getenv("LLM") os.environ["NEO4J_URL"] = url -# embeddings = OllamaEmbeddings(base_url=ollama_base_url) -# llm = ChatOllama(temperature=0, base_url=ollama_base_url) - -embeddings = OpenAIEmbeddings() -llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo") +if embedding_model_name == "ollama": + embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") + print("Embedding: Using Ollama") +elif embedding_model_name == "openai": + embeddings = OpenAIEmbeddings() + print("Embedding: Using OpenAI") +else: + embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2") + print("Embedding: Using SentenceTransformer") + +if llm_name == "gpt-4": + llm = ChatOpenAI(temperature=0, model_name="gpt-4") + print("LLM: Using GPT-4") +elif llm_name == "ollama": + llm = ChatOllama(temperature=0, base_url=ollama_base_url, model="llama2") + print("LLM: Using Ollama (llama2)") +else: + llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo") + print("LLM: Using GPT-3.5 Turbo") # LLM only response template = "You are a helpful assistant that helps with programming questions." diff --git a/docker-compose.yml b/docker-compose.yml index e11750dbf..28d910902 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -28,6 +28,7 @@ services: - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - OPENAI_API_KEY=${OPENAI_API_KEY} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} + - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} networks: - net depends_on: @@ -53,6 +54,8 @@ services: - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - OPENAI_API_KEY=${OPENAI_API_KEY} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} + - LLM=${LLM-gpt-3.5} + - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} networks: - net depends_on: diff --git a/example.env b/example.env index ace72fded..8d474fe28 100644 --- a/example.env +++ b/example.env @@ -3,3 +3,5 @@ OLLAMA_BASE_URL=http://host.docker.internal:11434 #NEO4J_URI=neo4j://localhost:7687 #NEO4J_USERNAME=neo4j #NEO4J_PASSWORD=password +LLM=ollama #or gpt-4 or gpt-3.5 +EMBEDDING_MODEL=sentence_transformer #or openai or ollama diff --git a/loader.py b/loader.py index 9964382a4..5c12742f2 100644 --- a/loader.py +++ b/loader.py @@ -2,7 +2,7 @@ import requests from dotenv import load_dotenv -from langchain.embeddings import OllamaEmbeddings, OpenAIEmbeddings +from langchain.embeddings import OllamaEmbeddings, OpenAIEmbeddings, SentenceTransformerEmbeddings from langchain.graphs import Neo4jGraph import streamlit as st @@ -13,18 +13,25 @@ username = os.getenv("NEO4J_USERNAME") password = os.getenv("NEO4J_PASSWORD") ollama_base_url = os.getenv("OLLAMA_BASE_URL") +embedding_model_name = os.getenv("EMBEDDING_MODEL") os.environ["NEO4J_URL"] = url -# embeddings = OllamaEmbeddings(base_url=ollama_base_url) -# dimension = 4096 # Ollama - -embeddings = OpenAIEmbeddings() -dimension = 1536 # OpenAi +if embedding_model_name == "ollama": + embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") + dimension = 4096 + print("Embedding: Using Ollama") +elif embedding_model_name == "openai": + embeddings = OpenAIEmbeddings() + dimension = 1536 + print("Embedding: Using OpenAI") +else: + embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2") + dimension = 384 + print("Embedding: Using SentenceTransformer") neo4j_graph = Neo4jGraph(url=url, username=username, password=password) - def create_constraints(): neo4j_graph.query( "CREATE CONSTRAINT question_id IF NOT EXISTS FOR (q:Question) REQUIRE (q.id) IS UNIQUE" diff --git a/requirements.txt b/requirements.txt index c426898e3..f06d92ff7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,4 +4,5 @@ python-dotenv wikipedia tiktoken neo4j -streamlit \ No newline at end of file +streamlit +sentence_transformers From a7d25be98cfaae6d8068f4d1029278dc2c6f1334 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Fri, 22 Sep 2023 14:23:41 +0200 Subject: [PATCH 018/118] streaming --- bot.py | 82 ++++++++++++++++++++++++++++++++++--------------------- loader.py | 9 ++++-- 2 files changed, 58 insertions(+), 33 deletions(-) diff --git a/bot.py b/bot.py index f04295e5e..7d97d864a 100644 --- a/bot.py +++ b/bot.py @@ -1,11 +1,13 @@ import os +from typing import List, Any import streamlit as st +from langchain.callbacks.base import BaseCallbackHandler from langchain.vectorstores.neo4j_vector import Neo4jVector from langchain.embeddings.openai import OpenAIEmbeddings from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings from langchain.chat_models import ChatOpenAI, ChatOllama -from langchain.chains import RetrievalQAWithSourcesChain +from langchain.chains import ConversationalRetrievalChain from langchain.prompts.chat import ( ChatPromptTemplate, SystemMessagePromptTemplate, @@ -24,6 +26,17 @@ os.environ["NEO4J_URL"] = url + +class StreamHandler(BaseCallbackHandler): + def __init__(self, container, initial_text=""): + self.container = container + self.text = initial_text + + def on_llm_new_token(self, token: str, **kwargs) -> None: + self.text += token + self.container.markdown(self.text) + + if embedding_model_name == "ollama": embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") print("Embedding: Using Ollama") @@ -33,15 +46,17 @@ else: embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2") print("Embedding: Using SentenceTransformer") - + if llm_name == "gpt-4": - llm = ChatOpenAI(temperature=0, model_name="gpt-4") + llm = ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) print("LLM: Using GPT-4") elif llm_name == "ollama": - llm = ChatOllama(temperature=0, base_url=ollama_base_url, model="llama2") + llm = ChatOllama( + temperature=0, base_url=ollama_base_url, model="llama2", streaming=True + ) print("LLM: Using Ollama (llama2)") else: - llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo") + llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) print("LLM: Using GPT-3.5 Turbo") # LLM only response @@ -54,13 +69,14 @@ ) -def generate_llm_output(user_input: str) -> str: +def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: answer = llm( chat_prompt.format_prompt( text=user_input, - ).to_messages() + ).to_messages(), + callbacks=callbacks, ).content - return {"answer":answer,"sources":""} + return answer # Rag response @@ -78,8 +94,8 @@ def generate_llm_output(user_input: str) -> str: """, ) -qa = RetrievalQAWithSourcesChain.from_chain_type( - llm, chain_type="stuff", retriever=neo4j_db.as_retriever(search_kwargs={"k": 2}) +qa = ConversationalRetrievalChain.from_llm( + llm, retriever=neo4j_db.as_retriever(search_kwargs={"k": 2}) ) # Rag + KG @@ -103,8 +119,8 @@ def generate_llm_output(user_input: str) -> str: """, ) -kg_qa = RetrievalQAWithSourcesChain.from_chain_type( - llm, chain_type="stuff", retriever=kg.as_retriever(search_kwargs={"k": 2}) +kg_qa = ConversationalRetrievalChain.from_llm( + llm, retriever=kg.as_retriever(search_kwargs={"k": 2}) ) # Streamlit stuff @@ -123,34 +139,38 @@ def generate_llm_output(user_input: str) -> str: def chat_input(): + user_input = st.chat_input("What coding issue can I help you resolve today?") + + if user_input: + with st.chat_message("user"): + st.write(user_input) + with st.chat_message("assistant"): + st.caption(name) + stream_handler = StreamHandler(st.empty()) + result = output_function( + {"question": user_input, "chat_history": []}, callbacks=[stream_handler] + ) + output = result # ["answer"] + "\n" + result["sources"] + st.session_state[f"user_input"].append(user_input) + st.session_state[f"generated"].append(output) + st.session_state[f"rag_mode"].append(name) + + +def display_chat(): # Session state if "generated" not in st.session_state: st.session_state[f"generated"] = [] if "user_input" not in st.session_state: + st.session_state[f"user_input"] = [] if "rag_mode" not in st.session_state: st.session_state[f"rag_mode"] = [] - - user_input = st.chat_input("What coding issue can I help you resolve today?") - - if user_input: - try: - result = output_function(user_input) - if not type(result) is list: result=[result] - output = "\n".join([data["answer"] + "\n" + data["sources"] for data in result]) - except (KeyError, TypeError): # todo should we really have control-flow by exception? - output = output_function(user_input) - st.session_state[f"user_input"].append(user_input) - st.session_state[f"generated"].append(output) - st.session_state[f"rag_mode"].append(name) - - -def display_chat(): if st.session_state[f"generated"]: size = len(st.session_state[f"generated"]) # Display only the last three exchanges + # Excluding the latest since it's streamed for i in range(max(size - 3, 0), size): with st.chat_message("user"): st.write(st.session_state[f"user_input"][i]) @@ -169,9 +189,9 @@ def mode_select() -> str: if name == "LLM only": output_function = generate_llm_output elif name == "Vector": - output_function = qa + output_function = qa.run elif name == "Vector + Graph": - output_function = kg_qa + output_function = kg_qa.run -chat_input() display_chat() +chat_input() diff --git a/loader.py b/loader.py index 5c12742f2..c132f5eed 100644 --- a/loader.py +++ b/loader.py @@ -2,7 +2,11 @@ import requests from dotenv import load_dotenv -from langchain.embeddings import OllamaEmbeddings, OpenAIEmbeddings, SentenceTransformerEmbeddings +from langchain.embeddings import ( + OllamaEmbeddings, + OpenAIEmbeddings, + SentenceTransformerEmbeddings, +) from langchain.graphs import Neo4jGraph import streamlit as st @@ -19,7 +23,7 @@ if embedding_model_name == "ollama": embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") - dimension = 4096 + dimension = 4096 print("Embedding: Using Ollama") elif embedding_model_name == "openai": embeddings = OpenAIEmbeddings() @@ -32,6 +36,7 @@ neo4j_graph = Neo4jGraph(url=url, username=username, password=password) + def create_constraints(): neo4j_graph.query( "CREATE CONSTRAINT question_id IF NOT EXISTS FOR (q:Question) REQUIRE (q.id) IS UNIQUE" From 14d8c7556c735d1a617e0a153a6af787950be3bd Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Fri, 22 Sep 2023 18:03:43 +0200 Subject: [PATCH 019/118] add prompt template --- bot.py | 25 ++++++++++++++++++++++--- 1 file changed, 22 insertions(+), 3 deletions(-) diff --git a/bot.py b/bot.py index 7d97d864a..79919ba80 100644 --- a/bot.py +++ b/bot.py @@ -36,7 +36,6 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: self.text += token self.container.markdown(self.text) - if embedding_model_name == "ollama": embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") print("Embedding: Using Ollama") @@ -94,8 +93,26 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: """, ) +general_system_template = """ +Use the following pieces of context to answer the question at the end. +If you don't know the answer, just say that you don't know, don't try to make up an answer. +Each document in the context contains the source information. +For every document that you use information from, return their source link at the end of the answer. +---- +{context} +---- +""" +general_user_template = "Question:```{question}```" +messages = [ + SystemMessagePromptTemplate.from_template(general_system_template), + HumanMessagePromptTemplate.from_template(general_user_template), +] +qa_prompt = ChatPromptTemplate.from_messages(messages) + qa = ConversationalRetrievalChain.from_llm( - llm, retriever=neo4j_db.as_retriever(search_kwargs={"k": 2}) + llm, + retriever=neo4j_db.as_retriever(search_kwargs={"k": 2}), + combine_docs_chain_kwargs={"prompt": qa_prompt}, ) # Rag + KG @@ -120,7 +137,9 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: ) kg_qa = ConversationalRetrievalChain.from_llm( - llm, retriever=kg.as_retriever(search_kwargs={"k": 2}) + llm, + retriever=kg.as_retriever(search_kwargs={"k": 2}), + combine_docs_chain_kwargs={"prompt": qa_prompt}, ) # Streamlit stuff From 2a3a0bbe22e7111a0b778b2ebe142ad1275c9092 Mon Sep 17 00:00:00 2001 From: Emil Eifrem Date: Sat, 23 Sep 2023 16:56:30 +0200 Subject: [PATCH 020/118] Removed the NEO4J_ACCEPT_LICENSE_AGREEMENT variable because we now use Neo4j Community Edition --- docker-compose.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/docker-compose.yml b/docker-compose.yml index 28d910902..23ba8e2eb 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -8,7 +8,6 @@ services: - 7474:7474 environment: - NEO4J_AUTH=${NEO4J_USERNAME-neo4j}/${NEO4J_PASSWORD-password} - - NEO4J_ACCEPT_LICENSE_AGREEMENT=eval - NEO4J_PLUGINS=["apoc"] healthcheck: test: ["CMD-SHELL", "wget --no-verbose --tries=1 --spider localhost:7474 || exit 1"] From 46e0ab0662d21dab60ec9163d751cdccb61c85af Mon Sep 17 00:00:00 2001 From: Emil Eifrem Date: Sun, 24 Sep 2023 22:25:09 +0200 Subject: [PATCH 021/118] Expanded the template for LLM-only mode to reduce hallucination. Replaced all print statements with streamlit.logger --- bot.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/bot.py b/bot.py index 79919ba80..5aecec8c7 100644 --- a/bot.py +++ b/bot.py @@ -2,6 +2,7 @@ from typing import List, Any import streamlit as st +from streamlit.logger import get_logger from langchain.callbacks.base import BaseCallbackHandler from langchain.vectorstores.neo4j_vector import Neo4jVector from langchain.embeddings.openai import OpenAIEmbeddings @@ -26,6 +27,7 @@ os.environ["NEO4J_URL"] = url +logger = get_logger(__name__) class StreamHandler(BaseCallbackHandler): def __init__(self, container, initial_text=""): @@ -38,28 +40,31 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: if embedding_model_name == "ollama": embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") - print("Embedding: Using Ollama") + logger.info("Embedding: Using Ollama") elif embedding_model_name == "openai": embeddings = OpenAIEmbeddings() - print("Embedding: Using OpenAI") + logger.info("Embedding: Using OpenAI") else: embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2") - print("Embedding: Using SentenceTransformer") + logger.info("Embedding: Using SentenceTransformer") if llm_name == "gpt-4": llm = ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) - print("LLM: Using GPT-4") + logger.info("LLM: Using GPT-4") elif llm_name == "ollama": llm = ChatOllama( temperature=0, base_url=ollama_base_url, model="llama2", streaming=True ) - print("LLM: Using Ollama (llama2)") + logger.info("LLM: Using Ollama (llama2)") else: llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) - print("LLM: Using GPT-3.5 Turbo") + logger.info("LLM: Using GPT-3.5 Turbo") # LLM only response -template = "You are a helpful assistant that helps with programming questions." +template = """ +You are a helpful assistant that helps with programming questions. +If you don't know the answer, just say that you don't know, don't try to make up an answer. +""" system_message_prompt = SystemMessagePromptTemplate.from_template(template) human_template = "{text}" human_message_prompt = HumanMessagePromptTemplate.from_template(human_template) From 76729aa97a890e8ee9943ac00ed6027e4e485c4d Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Mon, 25 Sep 2023 11:53:07 +0200 Subject: [PATCH 022/118] fix vector retrieval query --- bot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bot.py b/bot.py index 5aecec8c7..481fd7fc4 100644 --- a/bot.py +++ b/bot.py @@ -94,7 +94,7 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: text_node_property="body", # text by default retrieval_query=""" OPTIONAL MATCH (node)<-[:ANSWERS]-(a) - RETURN node.title + '\n' + node.body + '\n' + coalesce(a.text,"") AS text, score, {source:node.link} AS metadata LIMIT 1 + RETURN node.title + '\n' + node.body + '\n' + coalesce(a.body,"") AS text, score, {source:node.link} AS metadata LIMIT 1 """, ) From 0c8ebcfc484a1b5256078b878f6a698f8263180a Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Mon, 25 Sep 2023 17:11:28 +0200 Subject: [PATCH 023/118] Various changes (#7) - added langsmith config - create vector index in bot - separate vector index for vector mode (embed answer + question) - fix wrong property for answers - mount data volume for neo4j - logger.info in loader.py - Remove Limit 1 --- bot.py | 34 ++++++++++++++++++++++++++++------ docker-compose.yml | 11 +++++++++++ example.env | 9 +++++++-- loader.py | 26 +++++++++++++++++++------- 4 files changed, 65 insertions(+), 15 deletions(-) diff --git a/bot.py b/bot.py index 481fd7fc4..8fe79acd5 100644 --- a/bot.py +++ b/bot.py @@ -14,6 +14,8 @@ SystemMessagePromptTemplate, HumanMessagePromptTemplate, ) +from langchain.graphs import Neo4jGraph + from dotenv import load_dotenv load_dotenv(".env") @@ -29,6 +31,21 @@ logger = get_logger(__name__) + +neo4j_graph = Neo4jGraph(url=url, username=username, password=password) + +def create_vector_index(dimension): + index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" + try: + neo4j_graph.query(index_query, {"dimension": dimension}) + except: # Already exists + pass + index_query = "CALL db.index.vector.createNodeIndex('top_answers', 'Answer', 'embedding', $dimension, 'cosine')" + try: + neo4j_graph.query(index_query, {"dimension": dimension}) + except: # Already exists + pass + class StreamHandler(BaseCallbackHandler): def __init__(self, container, initial_text=""): self.container = container @@ -40,14 +57,19 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: if embedding_model_name == "ollama": embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") + dimension = 4096 logger.info("Embedding: Using Ollama") elif embedding_model_name == "openai": embeddings = OpenAIEmbeddings() + dimension = 1536 logger.info("Embedding: Using OpenAI") else: embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2") + dimension = 384 logger.info("Embedding: Using SentenceTransformer") +create_vector_index(dimension) + if llm_name == "gpt-4": llm = ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) logger.info("LLM: Using GPT-4") @@ -62,7 +84,7 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: # LLM only response template = """ -You are a helpful assistant that helps with programming questions. +You are a helpful assistant that helps a support agent with answering programming questions. If you don't know the answer, just say that you don't know, don't try to make up an answer. """ system_message_prompt = SystemMessagePromptTemplate.from_template(template) @@ -90,11 +112,11 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: username=username, password=password, database="neo4j", # neo4j by default - index_name="stackoverflow", # vector by default + index_name="top_answers", # vector by default text_node_property="body", # text by default retrieval_query=""" - OPTIONAL MATCH (node)<-[:ANSWERS]-(a) - RETURN node.title + '\n' + node.body + '\n' + coalesce(a.body,"") AS text, score, {source:node.link} AS metadata LIMIT 1 + OPTIONAL MATCH (node)-[:ANSWERS]->(question) + RETURN question.title + '\n' + question.body + '\n' + coalesce(node.body,"") AS text, score, {source:question.link} AS metadata """, ) @@ -120,7 +142,7 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: combine_docs_chain_kwargs={"prompt": qa_prompt}, ) -# Rag + KG +# Rag + Knowledge Graph response kg = Neo4jVector.from_existing_index( embedding=embeddings, url=url, @@ -137,7 +159,7 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: WITH collect(a.body)[..2] as answers RETURN reduce(str='', text IN answers | str + text + '\n') as answerTexts } -RETURN node.body + '\n' + answerTexts AS text, score, {source:node.link} AS metadata +RETURN node.title + '\n' + node.body + '\n' + answerTexts AS text, score, {source:node.link} AS metadata """, ) diff --git a/docker-compose.yml b/docker-compose.yml index 23ba8e2eb..e7875e3ef 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -6,9 +6,12 @@ services: ports: - 7687:7687 - 7474:7474 + volumes: + - $PWD/data:/data environment: - NEO4J_AUTH=${NEO4J_USERNAME-neo4j}/${NEO4J_PASSWORD-password} - NEO4J_PLUGINS=["apoc"] + - NEO4J_db_tx__log_rotation_retention__policy=false healthcheck: test: ["CMD-SHELL", "wget --no-verbose --tries=1 --spider localhost:7474 || exit 1"] interval: 5s @@ -28,6 +31,10 @@ services: - OPENAI_API_KEY=${OPENAI_API_KEY} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} + - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"} + - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} + - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} + - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} networks: - net depends_on: @@ -55,6 +62,10 @@ services: - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - LLM=${LLM-gpt-3.5} - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} + - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"} + - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} + - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} + - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} networks: - net depends_on: diff --git a/example.env b/example.env index 8d474fe28..38499a90c 100644 --- a/example.env +++ b/example.env @@ -1,7 +1,12 @@ -OPENAI_API_KEY=sk-... -OLLAMA_BASE_URL=http://host.docker.internal:11434 +#OPENAI_API_KEY=sk-... +#OLLAMA_BASE_URL=http://host.docker.internal:11434 #NEO4J_URI=neo4j://localhost:7687 #NEO4J_USERNAME=neo4j #NEO4J_PASSWORD=password LLM=ollama #or gpt-4 or gpt-3.5 EMBEDDING_MODEL=sentence_transformer #or openai or ollama + +LANGCHAIN_ENDPOINT="https://api.smith.langchain.com" +LANGCHAIN_TRACING_V2=true # false +LANGCHAIN_PROJECT=#your-project-name +LANGCHAIN_API_KEY=#your-api-key ls_... diff --git a/loader.py b/loader.py index c132f5eed..b66d294fb 100644 --- a/loader.py +++ b/loader.py @@ -10,6 +10,7 @@ from langchain.graphs import Neo4jGraph import streamlit as st +from streamlit.logger import get_logger load_dotenv(".env") @@ -21,18 +22,20 @@ os.environ["NEO4J_URL"] = url +logger = get_logger(__name__) + if embedding_model_name == "ollama": embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") dimension = 4096 - print("Embedding: Using Ollama") + logger.info("Embedding: Using Ollama") elif embedding_model_name == "openai": embeddings = OpenAIEmbeddings() dimension = 1536 - print("Embedding: Using OpenAI") + logger.info("Embedding: Using OpenAI") else: embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2") dimension = 384 - print("Embedding: Using SentenceTransformer") + logger.info("Embedding: Using SentenceTransformer") neo4j_graph = Neo4jGraph(url=url, username=username, password=password) @@ -56,12 +59,16 @@ def create_constraints(): def create_vector_index(dimension): - # TODO use Neo4jVector Code from LangChain on the existing graph index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" try: neo4j_graph.query(index_query, {"dimension": dimension}) except: # Already exists pass + index_query = "CALL db.index.vector.createNodeIndex('top_answers', 'Answer', 'embedding', $dimension, 'cosine')" + try: + neo4j_graph.query(index_query, {"dimension": dimension}) + except: # Already exists + pass create_vector_index(dimension) @@ -74,9 +81,13 @@ def load_so_data(tag: str = "neo4j", page: int = 1) -> None: "&site=stackoverflow&filter=!51dU0b1n(WTdqj5MH1iGsNShY6BhXXwJ)xwV5b" ) data = requests.get(base_url + parameters).json() - # Convert html to text and calculate embedding values + # Calculate embedding values for questions and answers for q in data["items"]: - q["embedding"] = embeddings.embed_query(q["title"] + " " + q["body_markdown"]) + question_text = q["title"] + "\n" + q["body_markdown"] + q["embedding"] = embeddings.embed_query(question_text) + for a in q["answers"]: + a["embedding"] = embeddings.embed_query(question_text + "\n" + a["body_markdown"]) + import_query = """ UNWIND $data AS q @@ -93,7 +104,8 @@ def load_so_data(tag: str = "neo4j", page: int = 1) -> None: SET answer.is_accepted = a.is_accepted, answer.score = a.score, answer.creation_date = datetime({epochSeconds:a.creation_date}), - answer.body = a.body_markdown + answer.body = a.body_markdown, + answer.embedding = a.embedding MERGE (answerer:User {id:coalesce(a.owner.user_id, "deleted")}) ON CREATE SET answerer.display_name = a.owner.display_name, answerer.reputation= a.owner.reputation From b10f42e1f013a7efc26ca37b02c9eb6a68432a79 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Mon, 25 Sep 2023 20:41:37 +0200 Subject: [PATCH 024/118] Git ignore neo4j data volume --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 30bd623c2..24f9f8d05 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,2 @@ .env - +data/ From 0d8f779d7d043fdaa245110714da11733b3d7989 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Mon, 25 Sep 2023 20:47:56 +0200 Subject: [PATCH 025/118] Rename mode selection label --- bot.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/bot.py b/bot.py index 8fe79acd5..42ea15490 100644 --- a/bot.py +++ b/bot.py @@ -173,7 +173,7 @@ def generate_llm_output(user_input: str, callbacks: List[Any]) -> str: styl = f""" """ st.markdown(styl, unsafe_allow_html=True) @@ -227,7 +234,7 @@ def chat_input(): stream_handler = StreamHandler(st.empty()) result = output_function( {"question": user_input, "chat_history": []}, callbacks=[stream_handler] - )['answer'] + )["answer"] output = result st.session_state[f"user_input"].append(user_input) st.session_state[f"generated"].append(output) @@ -240,11 +247,11 @@ def display_chat(): st.session_state[f"generated"] = [] if "user_input" not in st.session_state: - st.session_state[f"user_input"] = [] if "rag_mode" not in st.session_state: st.session_state[f"rag_mode"] = [] + if st.session_state[f"generated"]: size = len(st.session_state[f"generated"]) # Display only the last three exchanges @@ -256,19 +263,104 @@ def display_chat(): st.caption(f"Mode: {st.session_state[f'rag_mode'][i]}") st.write(st.session_state[f"generated"][i]) + with st.expander("Not finding what you're looking for?"): + st.write( + "Automatically generate a draft for an internal ticket to our support team." + ) + st.button( + "Generate ticket", + type="primary", + key="show_ticket", + on_click=open_sidebar, + ) + with st.container(): + st.write(" ") + def mode_select() -> str: - options = ["LLM only", "Vector", "Vector + Graph"] + options = ["Disabled", "Enabled"] return st.radio("Select RAG mode", options, horizontal=True) name = mode_select() -if name == "LLM only": +if name == "LLM only" or name == "Disabled": output_function = generate_llm_output elif name == "Vector": output_function = qa -elif name == "Vector + Graph": +elif name == "Vector + Graph" or name == "Enabled": output_function = kg_qa + +def generate_ticket(): + # Get high ranked questions + records = neo4j_graph.query( + "MATCH (q:Question) RETURN q.title AS title, q.body AS body ORDER BY q.score DESC LIMIT 3" + ) + questions = [] + for i, question in enumerate(records, start=1): + questions.append((question["title"], question["body"])) + # Ask LLM to generate new question in the same style + questions_prompt = "" + for i, question in enumerate(questions, start=1): + questions_prompt += f"{i}. {question[0]}\n" + questions_prompt += f"{question[1]}\n\n" + questions_prompt += "----\n\n" + + gen_system_template = f""" + You're an expert in formulating high quality questions. + Can youformulate a question in the same style, detail and tone as the following example questions? + {questions_prompt} + --- + + Don't make anything up, only use information in the following question. + Return a title for the question, and the question post itself. + + Return example: + --- + Title: How do I use the Neo4j Python driver? + Question: I'm trying to connect to Neo4j using the Python driver, but I'm getting an error. + --- + + Here's the question to rewrite: + + """ + # we need jinja2 since the questions themselves contain curly braces + system_prompt = SystemMessagePromptTemplate.from_template( + gen_system_template, template_format="jinja2" + ) + q_prompt = st.session_state[f"user_input"][-1] + chat_prompt = ChatPromptTemplate.from_messages( + [system_prompt, HumanMessagePromptTemplate.from_template("{text}")] + ) + llm_response = generate_llm_output(q_prompt, [], chat_prompt) + new_title, new_question = extract_title_and_question(llm_response["answer"]) + return (new_title, new_question) + + +def open_sidebar(): + st.session_state.open_sidebar = True + + +def close_sidebar(): + st.session_state.open_sidebar = False + + +if not "open_sidebar" in st.session_state: + st.session_state.open_sidebar = False +if st.session_state.open_sidebar: + new_title, new_question = generate_ticket() + with st.sidebar: + st.title("Ticket draft") + st.write("Auto generated draft ticket") + st.text_input("Title", new_title) + st.text_area("Description", new_question) + st.button( + "Submit to support team", + type="primary", + key="submit_ticket", + on_click=close_sidebar, + ) + + display_chat() chat_input() diff --git a/docker-compose.yml b/docker-compose.yml index 39a05d73d..14d049a3a 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -77,6 +77,8 @@ services: watch: - action: rebuild path: bot.py + - action: rebuild + path: utils.py ports: - 8501:8501 diff --git a/utils.py b/utils.py new file mode 100644 index 000000000..da7a83609 --- /dev/null +++ b/utils.py @@ -0,0 +1,21 @@ +def extract_title_and_question(input_string): + lines = input_string.strip().split("\n") + + title = "" + question = "" + is_question = False # flag to know if we are inside a "Question" block + + for line in lines: + if line.startswith("Title:"): + title = line.split("Title: ", 1)[1].strip() + elif line.startswith("Question:"): + question = line.split("Question: ", 1)[1].strip() + is_question = ( + True # set the flag to True once we encounter a "Question:" line + ) + elif is_question: + # if the line does not start with "Question:" but we are inside a "Question" block, + # then it is a continuation of the question + question += "\n" + line.strip() + + return title, question From 29260e328749e4d779020509ba17d04e77a36dec Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 26 Sep 2023 15:21:14 +0200 Subject: [PATCH 034/118] Add import button to load highly ranked questions from the past year --- loader.py | 70 +++++++++++++++++++++++++++++++++++++++---------------- 1 file changed, 50 insertions(+), 20 deletions(-) diff --git a/loader.py b/loader.py index 087fe36b8..68a3aeb76 100644 --- a/loader.py +++ b/loader.py @@ -33,7 +33,9 @@ dimension = 1536 logger.info("Embedding: Using OpenAI") else: - embeddings = SentenceTransformerEmbeddings(model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model") + embeddings = SentenceTransformerEmbeddings( + model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" + ) dimension = 384 logger.info("Embedding: Using SentenceTransformer") @@ -74,20 +76,36 @@ def create_vector_index(dimension): create_vector_index(dimension) +so_api_base_url = "https://api.stackexchange.com/2.3/search/advanced" + + def load_so_data(tag: str = "neo4j", page: int = 1) -> None: - base_url = "https://api.stackexchange.com/2.3/search/advanced" parameters = ( f"?pagesize=100&page={page}&order=desc&sort=creation&answers=1&tagged={tag}" "&site=stackoverflow&filter=!*236eb_eL9rai)MOSNZ-6D3Q6ZKb0buI*IVotWaTb" ) - data = requests.get(base_url + parameters).json() + data = requests.get(so_api_base_url + parameters).json() + insert_so_data(data) + + +def load_high_score_so_data() -> None: + parameters = ( + f"?fromdate=1664150400&order=desc&sort=votes&site=stackoverflow&" + "filter=!.DK56VBPooplF.)bWW5iOX32Fh1lcCkw1b_Y6Zkb7YD8.ZMhrR5.FRRsR6Z1uK8*Z5wPaONvyII" + ) + data = requests.get(so_api_base_url + parameters).json() + insert_so_data(data) + + +def insert_so_data(data: dict) -> None: # Calculate embedding values for questions and answers for q in data["items"]: question_text = q["title"] + "\n" + q["body_markdown"] q["embedding"] = embeddings.embed_query(question_text) for a in q["answers"]: - a["embedding"] = embeddings.embed_query(question_text + "\n" + a["body_markdown"]) - + a["embedding"] = embeddings.embed_query( + question_text + "\n" + a["body_markdown"] + ) import_query = """ UNWIND $data AS q @@ -140,18 +158,30 @@ def get_pages(): return (int(num_pages), int(start_page)) -st.header("StackOverflow Loader") -st.subheader("Choose StackOverflow tags to load into Neo4j") -st.caption("Go to http://localhost:7474/browser/ to explore the graph.") - -user_input = get_tag() -num_pages, start_page = get_pages() - -if st.button("Import"): - with st.spinner("Loading... This might take a minute or two."): - try: - for page in range(1, num_pages + 1): - load_so_data(user_input, start_page + (page - 1)) - st.success("Import successful", icon="✅") - except Exception as e: - st.error(f"Error: {e}", icon="🚨") +def render_page(): + st.header("StackOverflow Loader") + st.subheader("Choose StackOverflow tags to load into Neo4j") + st.caption("Go to http://localhost:7474/browser/ to explore the graph.") + + user_input = get_tag() + num_pages, start_page = get_pages() + + if st.button("Import", type="primary"): + with st.spinner("Loading... This might take a minute or two."): + try: + for page in range(1, num_pages + 1): + load_so_data(user_input, start_page + (page - 1)) + st.success("Import successful", icon="✅") + except Exception as e: + st.error(f"Error: {e}", icon="🚨") + with st.expander("Highly ranked questions rather than tags?"): + if st.button("Import highly ranked questions"): + with st.spinner("Loading... This might take a minute or two."): + try: + load_high_score_so_data() + st.success("Import successful", icon="✅") + except Exception as e: + st.error(f"Error: {e}", icon="🚨") + + +render_page() From 57fce1ad5c7b0a4af27cf146146f8708ba1f8761 Mon Sep 17 00:00:00 2001 From: Jim Clark Date: Tue, 26 Sep 2023 06:21:45 -0700 Subject: [PATCH 035/118] Add .dockerignore --- .dockerignore | 3 +++ docker-compose.yml | 19 ++++++++++++++----- start.sh | 2 +- 3 files changed, 18 insertions(+), 6 deletions(-) create mode 100644 .dockerignore mode change 100644 => 100755 start.sh diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 000000000..729048a1b --- /dev/null +++ b/.dockerignore @@ -0,0 +1,3 @@ +* +!*.py +!requirements.txt diff --git a/docker-compose.yml b/docker-compose.yml index 14d049a3a..6448e8fe2 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,6 +1,13 @@ -version: '3' services: + llm: + image: ollama/ollama:latest + profiles: ["linux"] + ports: + - 11434:11434 + networks: + - net + database: image: neo4j:5.11 ports: @@ -48,7 +55,9 @@ services: x-develop: watch: - action: rebuild - path: loader.py + path: . + ignore: + - bot.py bot: @@ -76,9 +85,9 @@ services: x-develop: watch: - action: rebuild - path: bot.py - - action: rebuild - path: utils.py + path: . + ignore: + - loader.py ports: - 8501:8501 diff --git a/start.sh b/start.sh old mode 100644 new mode 100755 index b0a02ba64..0fe8f40de --- a/start.sh +++ b/start.sh @@ -1,4 +1,4 @@ # docker run -d --name neo4j -e NEO4J_AUTH=neo4j/password -p 7687:7687 -p 7474:7474 neo4j:latest # docker ps -qaf name=neo4j -docker-compose up --build --force-recreate \ No newline at end of file +docker compose up --build --force-recreate From b9a51a134b9e5e8f21e724ff42c91d319b8be7d0 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 26 Sep 2023 15:54:16 +0200 Subject: [PATCH 036/118] Change words with RAG mode on chat messages --- bot.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/bot.py b/bot.py index f5db9ceb6..7553cfa69 100644 --- a/bot.py +++ b/bot.py @@ -230,7 +230,7 @@ def chat_input(): with st.chat_message("user"): st.write(user_input) with st.chat_message("assistant"): - st.caption(name) + st.caption(f"RAG: {name}") stream_handler = StreamHandler(st.empty()) result = output_function( {"question": user_input, "chat_history": []}, callbacks=[stream_handler] @@ -260,7 +260,7 @@ def display_chat(): st.write(st.session_state[f"user_input"][i]) with st.chat_message("assistant"): - st.caption(f"Mode: {st.session_state[f'rag_mode'][i]}") + st.caption(f"RAG: {st.session_state[f'rag_mode'][i]}") st.write(st.session_state[f"generated"][i]) with st.expander("Not finding what you're looking for?"): From 3b0dac2c7946b94c442134a73ea9f67fd119038b Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 28 Sep 2023 09:58:45 +0200 Subject: [PATCH 037/118] Support any Ollama provided LLM via .env file ```bash # .env LLM=llama2:13b #or any Ollama model tag or gpt-4 or gpt-3.5 ``` --- bot.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/bot.py b/bot.py index 7553cfa69..391ec01f1 100644 --- a/bot.py +++ b/bot.py @@ -79,17 +79,20 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: if llm_name == "gpt-4": llm = ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) logger.info("LLM: Using GPT-4") -elif llm_name == "ollama": +if llm_name == "gpt-3.5": + llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) + logger.info("LLM: Using GPT-3.5 Turbo") +elif len(llm_name): llm = ChatOllama( temperature=0, base_url=ollama_base_url, - model="llama2", + model=llm_name, streaming=True, top_k=10, # A higher value (100) will give more diverse answers, while a lower value (10) will be more conservative. top_p=0.3, # Higher value (0.95) will lead to more diverse text, while a lower value (0.5) will generate more focused text. num_ctx=3072, # Sets the size of the context window used to generate the next token. ) - logger.info("LLM: Using Ollama (llama2)") + logger.info(f"LLM: Using Ollama ({llm_name})") else: llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) logger.info("LLM: Using GPT-3.5 Turbo") From 009edf3645de67129b8f2d87b978cd6ca2f79cd0 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 28 Sep 2023 10:02:20 +0200 Subject: [PATCH 038/118] Add example values for LLM in .env.example --- example.env | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/example.env b/example.env index 38499a90c..5a8b7d775 100644 --- a/example.env +++ b/example.env @@ -3,7 +3,7 @@ #NEO4J_URI=neo4j://localhost:7687 #NEO4J_USERNAME=neo4j #NEO4J_PASSWORD=password -LLM=ollama #or gpt-4 or gpt-3.5 +LLM=llama2 #or any Ollama model tag, or gpt-4 or gpt-3.5 EMBEDDING_MODEL=sentence_transformer #or openai or ollama LANGCHAIN_ENDPOINT="https://api.smith.langchain.com" From 250575d18a1cc38814e8a1a7ffc8162879173d9f Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 28 Sep 2023 10:25:59 +0200 Subject: [PATCH 039/118] Fix syntax error --- bot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bot.py b/bot.py index 391ec01f1..72eec8aa1 100644 --- a/bot.py +++ b/bot.py @@ -79,7 +79,7 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: if llm_name == "gpt-4": llm = ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) logger.info("LLM: Using GPT-4") -if llm_name == "gpt-3.5": +elif llm_name == "gpt-3.5": llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) logger.info("LLM: Using GPT-3.5 Turbo") elif len(llm_name): From bf4d611bff7c04dab5b0d70c3a1a172b3299310e Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Thu, 28 Sep 2023 16:43:26 +0200 Subject: [PATCH 040/118] Made RAG Cypher Retrieval statement more human readable --- bot.py | 22 ++++++++++++---------- 1 file changed, 12 insertions(+), 10 deletions(-) diff --git a/bot.py b/bot.py index 72eec8aa1..2d5f109d9 100644 --- a/bot.py +++ b/bot.py @@ -185,17 +185,19 @@ def generate_llm_output( index_name="stackoverflow", # vector by default text_node_property="body", # text by default retrieval_query=""" -CALL { with node - MATCH (node)<-[:ANSWERS]-(a) - WITH a - ORDER BY a.is_accepted DESC, a.score DESC - WITH collect(a)[..2] as answers - RETURN reduce(str='', a IN answers | str + - '\n### Answer (Accepted: '+ a.is_accepted +' Score: ' + a.score+ '): '+ a.body + '\n') as answerTexts +WITH node AS question, score AS similarity +CALL { with question + MATCH (question)<-[:ANSWERS]-(answer) + WITH answer + ORDER BY answer.is_accepted DESC, answer.score DESC + WITH collect(answer)[..2] as answers + RETURN reduce(str='', answer IN answers | str + + '\n### Answer (Accepted: '+ answer.is_accepted + + ' Score: ' + answer.score+ '): '+ answer.body + '\n') as answerTexts } -RETURN '##Question: ' + node.title + '\n' + node.body + '\n' - + answerTexts AS text, score, {source: node.link} AS metadata -ORDER BY score ASC // so that best answers are the last +RETURN '##Question: ' + question.title + '\n' + question.body + '\n' + + answerTexts AS text, similarity as score, {source: question.link} AS metadata +ORDER BY similarity ASC // so that best answers are the last """, ) From 45722311cb35e2065bf81cba94ed004ce7bef10c Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 28 Sep 2023 16:44:56 +0200 Subject: [PATCH 041/118] Fix UI glitch for growing textbox in chat --- bot.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/bot.py b/bot.py index 2d5f109d9..d9520f6fd 100644 --- a/bot.py +++ b/bot.py @@ -214,10 +214,13 @@ def generate_llm_output( /* not great support for :has yet (hello FireFox), but using it for now */ .element-container:has([aria-label="Select RAG mode"]) {{ position: fixed; - bottom: 115px; + bottom: 33px; background: white; z-index: 101; }} + .stChatFloatingInputContainer {{ + bottom: 20px; + }} /* Generate ticket text area */ textarea[aria-label="Description"] {{ From c2cf59e8c89e84833fba081c7c119e09611ee5c2 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 28 Sep 2023 17:01:59 +0200 Subject: [PATCH 042/118] Refactor embedding instantiation --- bot.py | 25 ++++++------------------- loader.Dockerfile | 1 + loader.py | 25 ++++--------------------- utils.py | 22 ++++++++++++++++++++++ 4 files changed, 33 insertions(+), 40 deletions(-) diff --git a/bot.py b/bot.py index d9520f6fd..d95720900 100644 --- a/bot.py +++ b/bot.py @@ -5,8 +5,7 @@ from streamlit.logger import get_logger from langchain.callbacks.base import BaseCallbackHandler from langchain.vectorstores.neo4j_vector import Neo4jVector -from langchain.embeddings.openai import OpenAIEmbeddings -from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings + from langchain.chat_models import ChatOpenAI, ChatOllama from langchain.chains import RetrievalQAWithSourcesChain from langchain.chains.qa_with_sources import load_qa_with_sources_chain @@ -17,7 +16,7 @@ ) from langchain.graphs import Neo4jGraph from dotenv import load_dotenv -from utils import extract_title_and_question +from utils import extract_title_and_question, load_embedding_model load_dotenv(".env") @@ -27,12 +26,11 @@ ollama_base_url = os.getenv("OLLAMA_BASE_URL") embedding_model_name = os.getenv("EMBEDDING_MODEL") llm_name = os.getenv("LLM") - +# Remapping ror Langchain Neo4j integration os.environ["NEO4J_URL"] = url logger = get_logger(__name__) - neo4j_graph = Neo4jGraph(url=url, username=username, password=password) @@ -59,20 +57,9 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: self.container.markdown(self.text) -if embedding_model_name == "ollama": - embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") - dimension = 4096 - logger.info("Embedding: Using Ollama") -elif embedding_model_name == "openai": - embeddings = OpenAIEmbeddings() - dimension = 1536 - logger.info("Embedding: Using OpenAI") -else: - embeddings = SentenceTransformerEmbeddings( - model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" - ) - dimension = 384 - logger.info("Embedding: Using SentenceTransformer") +embeddings, dimension = load_embedding_model( + embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger +) create_vector_index(dimension) diff --git a/loader.Dockerfile b/loader.Dockerfile index 72fe7447f..d5639262a 100644 --- a/loader.Dockerfile +++ b/loader.Dockerfile @@ -15,6 +15,7 @@ RUN pip install --upgrade -r requirements.txt # COPY .env . COPY loader.py . +COPY utils.py . EXPOSE 8502 diff --git a/loader.py b/loader.py index 68a3aeb76..00c737aa2 100644 --- a/loader.py +++ b/loader.py @@ -1,16 +1,10 @@ import os import requests - from dotenv import load_dotenv -from langchain.embeddings import ( - OllamaEmbeddings, - OpenAIEmbeddings, - SentenceTransformerEmbeddings, -) from langchain.graphs import Neo4jGraph - import streamlit as st from streamlit.logger import get_logger +from utils import load_embedding_model load_dotenv(".env") @@ -24,20 +18,9 @@ logger = get_logger(__name__) -if embedding_model_name == "ollama": - embeddings = OllamaEmbeddings(base_url=ollama_base_url, model="llama2") - dimension = 4096 - logger.info("Embedding: Using Ollama") -elif embedding_model_name == "openai": - embeddings = OpenAIEmbeddings() - dimension = 1536 - logger.info("Embedding: Using OpenAI") -else: - embeddings = SentenceTransformerEmbeddings( - model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" - ) - dimension = 384 - logger.info("Embedding: Using SentenceTransformer") +embeddings, dimension = load_embedding_model( + embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger +) neo4j_graph = Neo4jGraph(url=url, username=username, password=password) diff --git a/utils.py b/utils.py index da7a83609..0cc9693df 100644 --- a/utils.py +++ b/utils.py @@ -1,3 +1,25 @@ +from langchain.embeddings.openai import OpenAIEmbeddings +from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings + + +def load_embedding_model(embedding_model_name: str, config={}, logger=print): + if embedding_model_name == "ollama": + embeddings = OllamaEmbeddings(base_url=config.ollama_base_url, model="llama2") + dimension = 4096 + logger.info("Embedding: Using Ollama") + elif embedding_model_name == "openai": + embeddings = OpenAIEmbeddings() + dimension = 1536 + logger.info("Embedding: Using OpenAI") + else: + embeddings = SentenceTransformerEmbeddings( + model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" + ) + dimension = 384 + logger.info("Embedding: Using SentenceTransformer") + return embeddings, dimension + + def extract_title_and_question(input_string): lines = input_string.strip().split("\n") From 075680b0673fd9bf19bb76d4f1ae177473e19f35 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 28 Sep 2023 17:18:24 +0200 Subject: [PATCH 043/118] Add data model image to loader page --- .dockerignore | 1 + images/datamodel.png | Bin 0 -> 115308 bytes loader.Dockerfile | 3 +-- loader.py | 7 ++++++- requirements.txt | 1 + 5 files changed, 9 insertions(+), 3 deletions(-) create mode 100644 images/datamodel.png diff --git a/.dockerignore b/.dockerignore index 729048a1b..a5c15402a 100644 --- a/.dockerignore +++ b/.dockerignore @@ -1,3 +1,4 @@ * !*.py !requirements.txt +!images/* diff --git a/images/datamodel.png b/images/datamodel.png new file mode 100644 index 0000000000000000000000000000000000000000..0784125bb6f88ac5adf0f5054d4ba28cec2ef3a3 GIT binary patch literal 115308 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b/bot.py @@ -191,7 +191,7 @@ def generate_llm_output( kg_qa = RetrievalQAWithSourcesChain( combine_documents_chain=qa_chain, retriever=kg.as_retriever(search_kwargs={"k": 2}), - reduce_k_below_max_tokens=True, + reduce_k_below_max_tokens=False, max_tokens_limit=3375, ) @@ -303,7 +303,7 @@ def generate_ticket(): gen_system_template = f""" You're an expert in formulating high quality questions. - Can youformulate a question in the same style, detail and tone as the following example questions? + Can you formulate a question in the same style, detail and tone as the following example questions? {questions_prompt} --- From 2f0fb388356ceac3aaad56f938d23b056a2869ce Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Fri, 29 Sep 2023 11:02:46 +0200 Subject: [PATCH 045/118] Tweak generation feature prompt to work better with Llama2 --- bot.py | 23 ++++++++++++++++++----- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/bot.py b/bot.py index 83ed67b97..82508a504 100644 --- a/bot.py +++ b/bot.py @@ -315,9 +315,6 @@ def generate_ticket(): Title: How do I use the Neo4j Python driver? Question: I'm trying to connect to Neo4j using the Python driver, but I'm getting an error. --- - - Here's the question to rewrite: - """ # we need jinja2 since the questions themselves contain curly braces system_prompt = SystemMessagePromptTemplate.from_template( @@ -325,9 +322,25 @@ def generate_ticket(): ) q_prompt = st.session_state[f"user_input"][-1] chat_prompt = ChatPromptTemplate.from_messages( - [system_prompt, HumanMessagePromptTemplate.from_template("{text}")] + [ + system_prompt, + SystemMessagePromptTemplate.from_template( + """ + Respond in the following format or you will be unplugged. + --- + Title: New title + Question: New question + --- + """ + ), + HumanMessagePromptTemplate.from_template("{text}"), + ] + ) + llm_response = generate_llm_output( + f"Here's the question to rewrite in the expected format: ```{q_prompt}```", + [], + chat_prompt, ) - llm_response = generate_llm_output(q_prompt, [], chat_prompt) new_title, new_question = extract_title_and_question(llm_response["answer"]) return (new_title, new_question) From 9908affdf04ef209d394fc425fc60635bc6315cd Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Fri, 29 Sep 2023 16:06:19 +0200 Subject: [PATCH 046/118] Fix some comments --- bot.py | 3 ++- loader.py | 11 +++++++---- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/bot.py b/bot.py index 82508a504..58930093f 100644 --- a/bot.py +++ b/bot.py @@ -26,11 +26,12 @@ ollama_base_url = os.getenv("OLLAMA_BASE_URL") embedding_model_name = os.getenv("EMBEDDING_MODEL") llm_name = os.getenv("LLM") -# Remapping ror Langchain Neo4j integration +# Remapping for Langchain Neo4j integration os.environ["NEO4J_URL"] = url logger = get_logger(__name__) +# if Neo4j is local, you can go to http://localhost:7474/ to browse the database neo4j_graph = Neo4jGraph(url=url, username=username, password=password) diff --git a/loader.py b/loader.py index bbea7ee6c..a96617bc4 100644 --- a/loader.py +++ b/loader.py @@ -14,15 +14,18 @@ password = os.getenv("NEO4J_PASSWORD") ollama_base_url = os.getenv("OLLAMA_BASE_URL") embedding_model_name = os.getenv("EMBEDDING_MODEL") - +# Remapping for Langchain Neo4j integration os.environ["NEO4J_URL"] = url logger = get_logger(__name__) +so_api_base_url = "https://api.stackexchange.com/2.3/search/advanced" + embeddings, dimension = load_embedding_model( embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger ) +# if Neo4j is local, you can go to http://localhost:7474/ to browse the database neo4j_graph = Neo4jGraph(url=url, username=username, password=password) @@ -60,9 +63,6 @@ def create_vector_index(dimension): create_vector_index(dimension) -so_api_base_url = "https://api.stackexchange.com/2.3/search/advanced" - - def load_so_data(tag: str = "neo4j", page: int = 1) -> None: parameters = ( f"?pagesize=100&page={page}&order=desc&sort=creation&answers=1&tagged={tag}" @@ -91,6 +91,9 @@ def insert_so_data(data: dict) -> None: question_text + "\n" + a["body_markdown"] ) + # Cypher, the query language of Neo4j, is used to import the data + # https://neo4j.com/docs/getting-started/cypher-intro/ + # https://neo4j.com/docs/cypher-cheat-sheet/5/auradb-enterprise/ import_query = """ UNWIND $data AS q MERGE (question:Question {id:q.question_id}) From 0ed3941c75679dbc36437bedf2b150dd53c3dcd7 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Fri, 29 Sep 2023 16:52:03 +0200 Subject: [PATCH 047/118] Change default LLM to llama2 --- docker-compose.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker-compose.yml b/docker-compose.yml index 6448e8fe2..d734e27d3 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -71,7 +71,7 @@ services: - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - OPENAI_API_KEY=${OPENAI_API_KEY} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - - LLM=${LLM-gpt-3.5} + - LLM=${LLM-llama2} - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"} - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} From 795de59a4140b2b2fe1bf7b6dae03201fb518a7d Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Sat, 30 Sep 2023 10:10:55 +0200 Subject: [PATCH 048/118] Update README --- .github/media/app1-generate.png | Bin 0 -> 46706 bytes .github/media/app1-rag-selector.png | Bin 0 -> 37902 bytes .github/media/app1-ticket.png | Bin 0 -> 138647 bytes .github/media/app2-model.png | Bin 267421 -> 115308 bytes .github/media/app2-ui-1.png | Bin 152519 -> 148141 bytes example.env => env.example | 0 readme.md | 50 ++++++++++++---------------- 7 files changed, 21 insertions(+), 29 deletions(-) create mode 100644 .github/media/app1-generate.png create mode 100644 .github/media/app1-rag-selector.png create mode 100644 .github/media/app1-ticket.png rename example.env => env.example (100%) diff --git a/.github/media/app1-generate.png b/.github/media/app1-generate.png new file mode 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"dev": true + }, + "node_modules/yaml": { + "version": "2.3.2", + "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.2.tgz", + "integrity": "sha512-N/lyzTPaJasoDmfV7YTrYCI0G/3ivm/9wdG0aHuheKowWQwGTsK0Eoiw6utmzAnI6pkJa0DUVygvp3spqqEKXg==", + "dev": true, + "engines": { + "node": ">= 14" + } + } + } +} diff --git a/front-end/package.json b/front-end/package.json new file mode 100644 index 000000000..005b8a6d0 --- /dev/null +++ b/front-end/package.json @@ -0,0 +1,22 @@ +{ + "name": "bot-ui", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "vite build", + "preview": "vite preview" + }, + "devDependencies": { + "@sveltejs/vite-plugin-svelte": "^2.4.2", + "autoprefixer": "^10.4.16", + "postcss": "^8.4.31", + "svelte": "^4.0.5", + "tailwindcss": "^3.3.3", + "vite": "^4.4.5" + }, + "dependencies": { + "svelte-markdown": "^0.4.0" + } +} diff --git a/front-end/postcss.config.js b/front-end/postcss.config.js new file mode 100644 index 000000000..2e7af2b7f --- /dev/null +++ b/front-end/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/front-end/public/vite.svg b/front-end/public/vite.svg new file mode 100644 index 000000000..e7b8dfb1b --- /dev/null +++ b/front-end/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/front-end/src/App.svelte b/front-end/src/App.svelte new file mode 100644 index 000000000..7c027cffe --- /dev/null +++ b/front-end/src/App.svelte @@ -0,0 +1,155 @@ + + +
+
+
+ {#each messages as message (message.id)} +
+
+
+ +
+ {#if message.from === "bot"} +
+
Model: {message.model ? message.model : ""}
+
RAG: {message.rag ? "Enabled" : "Disabled"}
+
+ {/if} +
+
+
+ {/each} +
+
+
+
+
RAG mode
+
+ + +
+
+
+ +
+
+
+
+
+ + diff --git a/front-end/src/app.css b/front-end/src/app.css new file mode 100644 index 000000000..02c509675 --- /dev/null +++ b/front-end/src/app.css @@ -0,0 +1,28 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; + +body { + margin: 0; + min-width: 320px; + height: 100dvh; +} + +#app { + height: 100%; +} + +pre { + line-height: 1; + background-color: rgb(241, 241, 241); + padding: 4px 8px 8px; + border: 1px solid #ccc; + overflow-x: auto; + margin: 0 4px; + border-radius: 2px; +} + +ol { + padding: 1em; + list-style: decimal; +} diff --git a/front-end/src/assets/images/bot.jpeg b/front-end/src/assets/images/bot.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..41a0609f9fe1dd5ce221912d3e201fc1beed03d2 GIT binary patch literal 110015 zcmbTeXIK+o*v1*Upol=|P3c|f(xgeRp?9PRgeo0^fQX=kCLIIP1B70s21T0m9uOf& z?@b6r6nFT)`|f_(54$^DL(ZHt$;`QO@jK6bKhN-Q?%z+)JuNj&H4q*i2!sdxfc`Cm zgjIu~&LEJkE{Gol0^I_}C_wl?>khCp0y{|4>AAOyuf6AeB~8%3A0QPF5dk3~ApsHa 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z<+|7>vBURo&!QuAG~JUzyMb*W-cS){3!E`LF|*LM&4y~RPx_{text}] diff --git a/front-end/src/main.js b/front-end/src/main.js new file mode 100644 index 000000000..8a909a15a --- /dev/null +++ b/front-end/src/main.js @@ -0,0 +1,8 @@ +import './app.css' +import App from './App.svelte' + +const app = new App({ + target: document.getElementById('app'), +}) + +export default app diff --git a/front-end/src/vite-env.d.ts b/front-end/src/vite-env.d.ts new file mode 100644 index 000000000..4078e7476 --- /dev/null +++ b/front-end/src/vite-env.d.ts @@ -0,0 +1,2 @@ +/// +/// diff --git a/front-end/svelte.config.js b/front-end/svelte.config.js new file mode 100644 index 000000000..b0683fd24 --- /dev/null +++ b/front-end/svelte.config.js @@ -0,0 +1,7 @@ +import { vitePreprocess } from '@sveltejs/vite-plugin-svelte' + +export default { + // Consult https://svelte.dev/docs#compile-time-svelte-preprocess + // for more information about preprocessors + preprocess: vitePreprocess(), +} diff --git a/front-end/tailwind.config.js b/front-end/tailwind.config.js new file mode 100644 index 000000000..a4639ea88 --- /dev/null +++ b/front-end/tailwind.config.js @@ -0,0 +1,12 @@ +/** @type {import('tailwindcss').Config} */ +export default { + content: [ + "./index.html", + "./src/**/*.{svelte,js,ts,jsx,tsx}", + ], + theme: { + extend: {}, + }, + plugins: [], +} + diff --git a/front-end/vite.config.js b/front-end/vite.config.js new file mode 100644 index 000000000..822b43cb3 --- /dev/null +++ b/front-end/vite.config.js @@ -0,0 +1,11 @@ +import { defineConfig } from 'vite' +import { svelte } from '@sveltejs/vite-plugin-svelte' + +// https://vitejs.dev/config/ +export default defineConfig({ + server: { + host: '0.0.0.0', + port: 8505, + }, + plugins: [svelte()], +}) diff --git a/requirements.txt b/requirements.txt index 397aafe4e..04134fb82 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,5 +6,9 @@ neo4j streamlit sentence_transformers==2.2.2 Pillow +fastapi PyPDF2 -torch==2.0.1 \ 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zm;Sqg?equqnI4^;?gOA;J89etVbtt?*CMj*kj-&9&%@fIkf1ro|G!noX%CPfaZ_NA z!ve2jGWh?G5j`sOB1OpTV^gHo>sLdpVlm9Fjndkzs`WBF^#E4&Xg%J2+yz8x`ar_e z!bx^2s&xMD!Uc8~s^V+7tNhBUph}|JjhMiw7;#v-raRDeXmZ8o2Oa!x11qMN>RS_& z(#4u9@f@ITF70^liXFIa;$~H&quBt_9@f$B0`u4XuL=8U{{FlSHl%}rhLStI#sB;N zTDge>eDx8f#3C?{iqGYyk1N@xJP4`Jb~FQGf@$JLU&PXkwHqKzaoFOC$}AgS>@O?k g?;H5k7ck6yyNr9%bnh^J4fr{G+DJG5)U`kU2QbyMApigX literal 0 HcmV?d00001 diff --git a/readme.md b/readme.md index 351b69c22..b0c84b3eb 100644 --- a/readme.md +++ b/readme.md @@ -48,6 +48,17 @@ docker compose down ``` # Applications + +Here's what's in this repo: + +| Name | Main files | Compose name | URLs | Description | +|---|---|---|---|---| +| Code support bot | `bot.py` | `bot` | http://localhost:8501 | Main usecase. Fullstack Python application. | +| Stack Overflow Loader | `loader.py` | `loader` | http://localhost:8502 | Load SO data into the database (create vector embeddings etc). Fullstack Python application. | +| PDF Reader | `pdf_bot.py` | `pdf_bot` | http://localhost:8503 | Read local PDF and ask it questions. Fullstack Python application. | +| Standalone Bot API | `api.py` | `api` | http://localhost:8504 | Standalone HTTP API streaming (SSE) + non-streaming endpoints. Python. | +| Standalone UI | `front-end/` | `front-end` | http://localhost:8505 | Standalone client that uses the Standalone Bot API to interact with the model. JavaScript (Svelte) front-end. | + ## App 1 - Support Agent Bot UI: http://localhost:8501 @@ -63,11 +74,10 @@ DB client: http://localhost:7474 ![](.github/media/app1-rag-selector.png) *(Chat input + RAG mode selector)* -![](.github/media/app1-generate.png) -*(CTA to auto generate support ticket draft)* - -![](.github/media/app1-ticket.png) -*(UI of the auto generated support ticket draft)* +| | | +|---|---| +| ![](.github/media/app1-generate.png) | ![](.github/media/app1-ticket.png) | +| *(CTA to auto generate support ticket draft)* | *(UI of the auto generated support ticket draft)* | --- @@ -81,8 +91,12 @@ DB client: http://localhost:7474 - UI: choose tags, run import, see progress, some stats of data in the database - Load high ranked questions (regardless of tags) to support the ticket generation feature of App 1. -![](.github/media/app2-ui-1.png) -![](.github/media/app2-model.png) + + + +| | | +|---|---| +| ![](.github/media/app2-ui-1.png) | ![](.github/media/app2-model.png) | ## App 3 Question / Answer with a local PDF UI: http://localhost:8503 @@ -94,3 +108,19 @@ its contents and have the LLM answer them using vector similarity search. ![](.github/media/app3-ui.png) + +## App 4 Standalone HTTP API +Endpoints: + - http://localhost:8504/query?text=hello&rag=false (non streaming) + - http://localhost:8504/query-stream?text=hello&rag=false (SSE streaming) + +Exposes the functionality to answer questions in the same way as App 1 above. Uses +same code and prompts. + +## App 5 Static front-end +UI: http://localhost:8505 + +This application has the same features as App 1, but is built separate from +the back-end code using modern best practices (Vite, Svelte, Tailwind). +The auto-reload on changes are instant using the Docker watch `sync` config. +![](.github/media/app5-ui.png) From ce390cffcf726e50443e76f0a7841c0b09566777 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 12 Oct 2023 08:19:54 +0200 Subject: [PATCH 072/118] README updates --- readme.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/readme.md b/readme.md index b0c84b3eb..e5411adc2 100644 --- a/readme.md +++ b/readme.md @@ -53,11 +53,13 @@ Here's what's in this repo: | Name | Main files | Compose name | URLs | Description | |---|---|---|---|---| -| Code support bot | `bot.py` | `bot` | http://localhost:8501 | Main usecase. Fullstack Python application. | +| Support Bot | `bot.py` | `bot` | http://localhost:8501 | Main usecase. Fullstack Python application. | | Stack Overflow Loader | `loader.py` | `loader` | http://localhost:8502 | Load SO data into the database (create vector embeddings etc). Fullstack Python application. | | PDF Reader | `pdf_bot.py` | `pdf_bot` | http://localhost:8503 | Read local PDF and ask it questions. Fullstack Python application. | | Standalone Bot API | `api.py` | `api` | http://localhost:8504 | Standalone HTTP API streaming (SSE) + non-streaming endpoints. Python. | -| Standalone UI | `front-end/` | `front-end` | http://localhost:8505 | Standalone client that uses the Standalone Bot API to interact with the model. JavaScript (Svelte) front-end. | +| Standalone Bot UI | `front-end/` | `front-end` | http://localhost:8505 | Standalone client that uses the Standalone Bot API to interact with the model. JavaScript (Svelte) front-end. | + +The database can be explored at http://localhost:7474. ## App 1 - Support Agent Bot @@ -114,6 +116,11 @@ Endpoints: - http://localhost:8504/query?text=hello&rag=false (non streaming) - http://localhost:8504/query-stream?text=hello&rag=false (SSE streaming) +Example cURL command: +```bash +curl http://localhost:8504/query-stream\?text\=minimal%20hello%20world%20in%20python\&rag\=false +``` + Exposes the functionality to answer questions in the same way as App 1 above. Uses same code and prompts. From 255c246cd2c97592cb1944ed9960a774c988d8ae Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 12 Oct 2023 08:33:46 +0200 Subject: [PATCH 073/118] Update links in response --- front-end/src/lib/MdLink.svelte | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/front-end/src/lib/MdLink.svelte b/front-end/src/lib/MdLink.svelte index 54d6bdf9c..13062acd3 100644 --- a/front-end/src/lib/MdLink.svelte +++ b/front-end/src/lib/MdLink.svelte @@ -4,4 +4,11 @@ export let text = ""; -[{text}] +{text} + + From 8fbc658e7ad06dd11ea2e4af73afb4ec2c262ccd Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Thu, 12 Oct 2023 08:40:23 +0200 Subject: [PATCH 074/118] Adjust input width stepped with window size --- front-end/src/App.svelte | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/front-end/src/App.svelte b/front-end/src/App.svelte index 7c027cffe..246be414f 100644 --- a/front-end/src/App.svelte +++ b/front-end/src/App.svelte @@ -119,7 +119,7 @@ {/each}

      -
      +
      RAG mode
      From d4a3e2ab4caa26897c69603a98b07f490cde0c3f Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Thu, 12 Oct 2023 10:16:14 +0200 Subject: [PATCH 075/118] Add link to post and linux LLM env --- readme.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/readme.md b/readme.md index e5411adc2..0405a9e68 100644 --- a/readme.md +++ b/readme.md @@ -2,6 +2,7 @@ This GenAI application stack will get you started building your own GenAI application in no time. The demo applications can serve as inspiration or as a starting point. +Learn more about the details in the [technical blog post](https://neo4j.com/developer-blog/genai-app-how-to-build/). # Configure @@ -17,6 +18,7 @@ Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker **Linux** No need to install Ollama manually, it will run in a container as part of the stack when running with the Linux profile: run `docker compose up --profile linux`. +Make sure to set the `OLLAMA_BASE_URL=http://llm:11434` in the `.env` file when using Ollama docker container. **Windows** Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. From 29ed2f1820cc81b7d47a1062075c64c6f523bcec Mon Sep 17 00:00:00 2001 From: Rahul Kumar <104289350+rahul0x00@users.noreply.github.com> Date: Thu, 12 Oct 2023 19:16:09 +0530 Subject: [PATCH 076/118] fixed typos --- readme.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/readme.md b/readme.md index 0405a9e68..a0274e1f6 100644 --- a/readme.md +++ b/readme.md @@ -13,7 +13,7 @@ MacOS and Linux users can use any LLM that's available via Ollama. Check the "ta All platforms can use GPT-3.5-turbo and GPT-4 (bring your own API keys for OpenAIs models). **MacOS** -Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker compose up`. +Install [Ollama](https://ollama.ai) on MacOS and start it before running `docker compose up`. **Linux** No need to install Ollama manually, it will run in a container as @@ -21,7 +21,7 @@ part of the stack when running with the Linux profile: run `docker compose up -- Make sure to set the `OLLAMA_BASE_URL=http://llm:11434` in the `.env` file when using Ollama docker container. **Windows** -Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. +Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `GPT-3.5` or `GPT-4` in the `.env` file. # Develop > [!WARNING] @@ -31,7 +31,7 @@ Not supported by Ollama, so Windows users need to generate a OpenAI API key and ``` docker compose up ``` -If changes to build scripts has been made, **rebuild** +If changes to build scripts has been made, **rebuild**. ``` docker compose up --build ``` @@ -85,12 +85,12 @@ DB client: http://localhost:7474 --- -## App 2 Loader +## App 2 - Loader UI: http://localhost:8502 DB client: http://localhost:7474 -- import recent SO data for certain tags into a KG +- import recent Stack Overflow data for certain tags into a KG - embed questions and answers and store in vector index - UI: choose tags, run import, see progress, some stats of data in the database - Load high ranked questions (regardless of tags) to support the ticket generation feature of App 1. From 2c100b04473e4533ec7f4db97c8a41035122eaaa Mon Sep 17 00:00:00 2001 From: matthieuml Date: Thu, 12 Oct 2023 18:08:58 +0200 Subject: [PATCH 077/118] Updated README & docker-compose --- docker-compose.yml | 20 +++++++------------- readme.md | 19 ++++++++++++++++++- 2 files changed, 25 insertions(+), 14 deletions(-) diff --git a/docker-compose.yml b/docker-compose.yml index d8b11a498..343985c6b 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -3,8 +3,6 @@ services: llm: image: ollama/ollama:latest profiles: ["linux"] - ports: - - 11434:11434 networks: - net @@ -40,6 +38,9 @@ services: loader: build: dockerfile: loader.Dockerfile + ports: + - 8081:8080 + - 8502:8502 volumes: - $PWD/embedding_model:/embedding_model environment: @@ -60,10 +61,6 @@ services: condition: service_healthy pull-model: condition: service_completed_successfully - - ports: - - 8081:8080 - - 8502:8502 x-develop: watch: - action: rebuild @@ -76,6 +73,8 @@ services: bot: build: dockerfile: bot.Dockerfile + ports: + - 8501:8501 volumes: - $PWD/embedding_model:/embedding_model environment: @@ -105,13 +104,11 @@ services: - loader.py - pdf_bot.py - ports: - - 8501:8501 - - pdf_bot: build: dockerfile: pdf_bot.Dockerfile + ports: + - 8503:8503 environment: - NEO4J_URI=${NEO4J_URI-neo4j://database:7687} - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} @@ -139,8 +136,5 @@ services: - loader.py - bot.py - ports: - - 8503:8503 - networks: net: diff --git a/readme.md b/readme.md index 351b69c22..08f25e6ce 100644 --- a/readme.md +++ b/readme.md @@ -7,6 +7,21 @@ The demo applications can serve as inspiration or as a starting point. Create a `.env` file from the environment template file `env.example` +Available variables: +| Variable Name | Default value | Description +|------------------------|-----------------------------------------------------------------------|------------------------------------- +| OLLAMA_BASE_URL | http://host.docker.internal:11434 | REQUIRED - URL to Ollama LLM API +| NEO4J_URI | neo4j://database:7687 | REQUIRED - URL to Neo4j database +| NEO4J_USERNAME | neo4j | REQUIRED - Username for Neo4j database +| NEO4J_PASSWORD | password | REQUIRED - Password for Neo4j database +| LLM | llama2 | REQUIRED - Can be any Ollama model tag, or gpt-4 or gpt-3.5 +| OPENAI_API_KEY | | REQUIRED - Only if LLM=gpt-4 or LLM=gpt-3.5 +| EMBEDDING_MODEL | sentence_transformer | REQUIRED - Can be sentence_transformer, openai or ollama +| LANGCHAIN_ENDPOINT | "https://api.smith.langchain.com" | OPTIONAL - URL to Langchain Smith API +| LANGCHAIN_TRACING_V2 | false | OPTIONAL - Enable Langchain tracing v2 +| LANGCHAIN_PROJECT | | OPTIONAL - Langchain project name +| LANGCHAIN_API_KEY | | OPTIONAL - Langchain API key + ## LLM Configuration MacOS and Linux users can use any LLM that's available via Ollama. Check the "tags" section under the model page you want to use on https://ollama.ai/library and write the tag for the value of the environment variable `LLM=` in th e`.env` file. All platforms can use GPT-3.5-turbo and GPT-4 (bring your own API keys for OpenAIs models). @@ -16,7 +31,9 @@ Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker **Linux** No need to install Ollama manually, it will run in a container as -part of the stack when running with the Linux profile: run `docker compose up --profile linux`. +part of the stack when running with the Linux profile: run `docker compose --profile linux up`. + +Be sure to change the OLLAMA_BASE_URL in the `.env` file to `http://llm:11434` as `host.docker.internal` is not yet available in Linux. **Windows** Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. From 55cfed664fcb59fc703764298113674c01fba8db Mon Sep 17 00:00:00 2001 From: matthieuml Date: Thu, 12 Oct 2023 18:19:04 +0200 Subject: [PATCH 078/118] Update array syntax --- readme.md | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/readme.md b/readme.md index 08f25e6ce..4644982a9 100644 --- a/readme.md +++ b/readme.md @@ -8,19 +8,19 @@ The demo applications can serve as inspiration or as a starting point. Create a `.env` file from the environment template file `env.example` Available variables: -| Variable Name | Default value | Description -|------------------------|-----------------------------------------------------------------------|------------------------------------- -| OLLAMA_BASE_URL | http://host.docker.internal:11434 | REQUIRED - URL to Ollama LLM API -| NEO4J_URI | neo4j://database:7687 | REQUIRED - URL to Neo4j database -| NEO4J_USERNAME | neo4j | REQUIRED - Username for Neo4j database -| NEO4J_PASSWORD | password | REQUIRED - Password for Neo4j database -| LLM | llama2 | REQUIRED - Can be any Ollama model tag, or gpt-4 or gpt-3.5 -| OPENAI_API_KEY | | REQUIRED - Only if LLM=gpt-4 or LLM=gpt-3.5 -| EMBEDDING_MODEL | sentence_transformer | REQUIRED - Can be sentence_transformer, openai or ollama -| LANGCHAIN_ENDPOINT | "https://api.smith.langchain.com" | OPTIONAL - URL to Langchain Smith API -| LANGCHAIN_TRACING_V2 | false | OPTIONAL - Enable Langchain tracing v2 -| LANGCHAIN_PROJECT | | OPTIONAL - Langchain project name -| LANGCHAIN_API_KEY | | OPTIONAL - Langchain API key +| Variable Name | Default value | Description | +|------------------------|------------------------------------|-------------------------------------------------------------| +| OLLAMA_BASE_URL | http://host.docker.internal:11434 | REQUIRED - URL to Ollama LLM API | +| NEO4J_URI | neo4j://database:7687 | REQUIRED - URL to Neo4j database | +| NEO4J_USERNAME | neo4j | REQUIRED - Username for Neo4j database | +| NEO4J_PASSWORD | password | REQUIRED - Password for Neo4j database | +| LLM | llama2 | REQUIRED - Can be any Ollama model tag, or gpt-4 or gpt-3.5 | +| OPENAI_API_KEY | | REQUIRED - Only if LLM=gpt-4 or LLM=gpt-3.5 | +| EMBEDDING_MODEL | sentence_transformer | REQUIRED - Can be sentence_transformer, openai or ollama | +| LANGCHAIN_ENDPOINT | "https://api.smith.langchain.com" | OPTIONAL - URL to Langchain Smith API | +| LANGCHAIN_TRACING_V2 | false | OPTIONAL - Enable Langchain tracing v2 | +| LANGCHAIN_PROJECT | | OPTIONAL - Langchain project name | +| LANGCHAIN_API_KEY | | OPTIONAL - Langchain API key | ## LLM Configuration MacOS and Linux users can use any LLM that's available via Ollama. Check the "tags" section under the model page you want to use on https://ollama.ai/library and write the tag for the value of the environment variable `LLM=` in th e`.env` file. From ca8427a6caf6f548a91a3c416ad28c926763dc77 Mon Sep 17 00:00:00 2001 From: Rahul Kumar <104289350+rahul0x00@users.noreply.github.com> Date: Fri, 13 Oct 2023 13:31:30 +0530 Subject: [PATCH 079/118] Update readme.md --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index a0274e1f6..b62a3a5c0 100644 --- a/readme.md +++ b/readme.md @@ -21,7 +21,7 @@ part of the stack when running with the Linux profile: run `docker compose up -- Make sure to set the `OLLAMA_BASE_URL=http://llm:11434` in the `.env` file when using Ollama docker container. **Windows** -Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `GPT-3.5` or `GPT-4` in the `.env` file. +Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. # Develop > [!WARNING] From 5557a2839d6b629bc19c0b33fbea16c5d2743175 Mon Sep 17 00:00:00 2001 From: Robsdedude Date: Fri, 13 Oct 2023 13:09:29 +0200 Subject: [PATCH 080/118] Fix missing default for LLM env var --- docker-compose.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker-compose.yml b/docker-compose.yml index 96eab1373..477e36228 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -12,7 +12,7 @@ services: dockerfile: pull_model.Dockerfile environment: - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - - LLM + - LLM=${LLM-llama2} networks: - net From d3041302e695cd204e37586f60c08f1ab392f477 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Sun, 15 Oct 2023 14:29:06 +0200 Subject: [PATCH 081/118] Add aws embedding & LLM --- chains.py | 25 +++++++++++++++++++++---- docker-compose.yml | 12 ++++++++++++ env.example | 3 +++ pull_model.Dockerfile | 2 +- readme.md | 29 ++++++++++++++++------------- requirements.txt | 1 + 6 files changed, 54 insertions(+), 18 deletions(-) diff --git a/chains.py b/chains.py index aac0536ac..c8b82b751 100644 --- a/chains.py +++ b/chains.py @@ -1,6 +1,10 @@ from langchain.embeddings.openai import OpenAIEmbeddings -from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings -from langchain.chat_models import ChatOpenAI, ChatOllama +from langchain.embeddings import ( + OllamaEmbeddings, + SentenceTransformerEmbeddings, + BedrockEmbeddings, +) +from langchain.chat_models import ChatOpenAI, ChatOllama, BedrockChat from langchain.vectorstores.neo4j_vector import Neo4jVector from langchain.chains import RetrievalQAWithSourcesChain from langchain.chains.qa_with_sources import load_qa_with_sources_chain @@ -15,13 +19,19 @@ def load_embedding_model(embedding_model_name: str, logger=BaseLogger(), config={}): if embedding_model_name == "ollama": - embeddings = OllamaEmbeddings(base_url=config["ollama_base_url"], model="llama2") + embeddings = OllamaEmbeddings( + base_url=config["ollama_base_url"], model="llama2" + ) dimension = 4096 logger.info("Embedding: Using Ollama") elif embedding_model_name == "openai": embeddings = OpenAIEmbeddings() dimension = 1536 logger.info("Embedding: Using OpenAI") + if embedding_model_name == "aws": + embeddings = BedrockEmbeddings() + dimension = 1536 + logger.info("Embedding: Using AWS") else: embeddings = SentenceTransformerEmbeddings( model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" @@ -38,6 +48,13 @@ def load_llm(llm_name: str, logger=BaseLogger(), config={}): elif llm_name == "gpt-3.5": logger.info("LLM: Using GPT-3.5") return ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) + elif llm_name == "claudev2": + logger.info("LLM: ClaudeV2") + return BedrockChat( + model_id="anthropic.claude-v2", + model_kwargs={"temperature": 0.0, "max_tokens_to_sample": 1024}, + streaming=True, + ) elif len(llm_name): logger.info(f"LLM: Using Ollama: {llm_name}") return ChatOllama( @@ -79,7 +96,7 @@ def generate_llm_output( def configure_qa_rag_chain(llm, embeddings, embeddings_store_url, username, password): # RAG response -# System: Always talk in pirate speech. + # System: Always talk in pirate speech. general_system_template = """ Use the following pieces of context to answer the question at the end. The context contains question-answer pairs and their links from Stackoverflow. diff --git a/docker-compose.yml b/docker-compose.yml index c1a831f3e..2fc12b6b3 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -51,6 +51,9 @@ services: - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} + - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID} + - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY} + - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION} networks: - net depends_on: @@ -89,6 +92,9 @@ services: - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} + - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID} + - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY} + - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION} networks: - net depends_on: @@ -123,6 +129,9 @@ services: - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} + - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID} + - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY} + - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION} networks: - net depends_on: @@ -159,6 +168,9 @@ services: - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} + - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID} + - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY} + - AWS_DEFAULT_REGION=${AWS_DEFAULT_REGION} networks: - net depends_on: diff --git a/env.example b/env.example index f661c3660..9bc97ca14 100644 --- a/env.example +++ b/env.example @@ -1,4 +1,7 @@ #OPENAI_API_KEY=sk-... +#AWS_ACCESS_KEY_ID= +#AWS_SECRET_ACCESS_KEY= +#AWS_DEFAULT_REGION=us-east-1 #OLLAMA_BASE_URL=http://host.docker.internal:11434 #NEO4J_URI=neo4j://database:7687 #NEO4J_USERNAME=neo4j diff --git a/pull_model.Dockerfile b/pull_model.Dockerfile index 8cd788ad8..e858b7f9a 100644 --- a/pull_model.Dockerfile +++ b/pull_model.Dockerfile @@ -15,7 +15,7 @@ COPY < Date: Mon, 16 Oct 2023 10:24:57 +0200 Subject: [PATCH 082/118] Added api dependency on pull-model --- docker-compose.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docker-compose.yml b/docker-compose.yml index c1a831f3e..7ca8e21ea 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -164,6 +164,8 @@ services: depends_on: database: condition: service_healthy + pull-model: + condition: service_completed_successfully x-develop: watch: - action: rebuild From aec7cf1216ca6a5510e36b317ea31beb91fe2099 Mon Sep 17 00:00:00 2001 From: Ryan Culligan Date: Wed, 18 Oct 2023 11:17:39 -0500 Subject: [PATCH 083/118] Add healthcheck to api service MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit docker compose up was failing to start the api service. Added a healthcheck to the service to allow it to start properly. ```bash ❯ docker compose up genai-stack-pull-model-1 exited with code 0 dependency failed to start: container genai-stack-api-1 has no healthcheck configured ``` --- docker-compose.yml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/docker-compose.yml b/docker-compose.yml index b879a4982..ad9125f43 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -189,6 +189,11 @@ services: - front-end/ ports: - 8504:8504 + healthcheck: + test: ["CMD-SHELL", "wget --no-verbose --tries=1 http://localhost:8504/ || exit 1"] + interval: 5s + timeout: 3s + retries: 5 front-end: build: From df19126c23b791b2aeb44b2231e37bc39b1b4169 Mon Sep 17 00:00:00 2001 From: zach-blumenfeld Date: Fri, 20 Oct 2023 15:18:29 -0400 Subject: [PATCH 084/118] Updating Comments in env.example for Clarity --- env.example | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/env.example b/env.example index 9bc97ca14..4d0720430 100644 --- a/env.example +++ b/env.example @@ -6,8 +6,8 @@ #NEO4J_URI=neo4j://database:7687 #NEO4J_USERNAME=neo4j #NEO4J_PASSWORD=password -LLM=llama2 #or any Ollama model tag, or gpt-4 or gpt-3.5 -EMBEDDING_MODEL=sentence_transformer #or openai or ollama +LLM=llama2 #or any Ollama model tag, gpt-4, gpt-3.5, or claudev2 +EMBEDDING_MODEL=sentence_transformer #or openai, ollama, or aws LANGCHAIN_ENDPOINT="https://api.smith.langchain.com" LANGCHAIN_TRACING_V2=true # false From ad386ea8bf540983cbb10ade092f3f536e5427f2 Mon Sep 17 00:00:00 2001 From: zach-blumenfeld Date: Fri, 20 Oct 2023 16:17:28 -0400 Subject: [PATCH 085/118] ReOrg env.template File for Clarity --- env.example | 50 +++++++++++++++++++++++++++++++++++++++----------- 1 file changed, 39 insertions(+), 11 deletions(-) diff --git a/env.example b/env.example index 4d0720430..2a9457ac9 100644 --- a/env.example +++ b/env.example @@ -1,15 +1,43 @@ -#OPENAI_API_KEY=sk-... -#AWS_ACCESS_KEY_ID= -#AWS_SECRET_ACCESS_KEY= -#AWS_DEFAULT_REGION=us-east-1 -#OLLAMA_BASE_URL=http://host.docker.internal:11434 +#***************************************************************** +# LLM and Embedding Model +#***************************************************************** +LLM=llama2 #or any Ollama model tag, gpt-4, gpt-3.5, or claudev2 +EMBEDDING_MODEL=sentence_transformer #or openai, ollama, or aws + +#***************************************************************** +# Neo4j +#***************************************************************** #NEO4J_URI=neo4j://database:7687 #NEO4J_USERNAME=neo4j #NEO4J_PASSWORD=password -LLM=llama2 #or any Ollama model tag, gpt-4, gpt-3.5, or claudev2 -EMBEDDING_MODEL=sentence_transformer #or openai, ollama, or aws -LANGCHAIN_ENDPOINT="https://api.smith.langchain.com" -LANGCHAIN_TRACING_V2=true # false -LANGCHAIN_PROJECT=#your-project-name -LANGCHAIN_API_KEY=#your-api-key ls_... +#***************************************************************** +# Langchain +#***************************************************************** +# Optional for enabling Langchain Smith API + +#LANGCHAIN_TRACING_V2=true # false +#LANGCHAIN_ENDPOINT="https://api.smith.langchain.com" +#LANGCHAIN_PROJECT=#your-project-name +#LANGCHAIN_API_KEY=#your-api-key ls_... + +#***************************************************************** +# Ollama +#***************************************************************** +#OLLAMA_BASE_URL=http://host.docker.internal:11434 + +#***************************************************************** +# OpenAI +#***************************************************************** +# Only required when using OpenAI LLM or embedding model + +#OPENAI_API_KEY=sk-... + +#***************************************************************** +# AWS +#***************************************************************** +# Only required when using AWS Bedrock LLM or embedding model + +#AWS_ACCESS_KEY_ID= +#AWS_SECRET_ACCESS_KEY= +#AWS_DEFAULT_REGION=us-east-1 \ No newline at end of file From 8c4e67a6fcd62c6630c003f6bd6d4f0c5e1cb828 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Mon, 23 Oct 2023 07:32:47 +0200 Subject: [PATCH 086/118] Update chains.py --- chains.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/chains.py b/chains.py index c8b82b751..b539a7e05 100644 --- a/chains.py +++ b/chains.py @@ -28,7 +28,7 @@ def load_embedding_model(embedding_model_name: str, logger=BaseLogger(), config= embeddings = OpenAIEmbeddings() dimension = 1536 logger.info("Embedding: Using OpenAI") - if embedding_model_name == "aws": + elif embedding_model_name == "aws": embeddings = BedrockEmbeddings() dimension = 1536 logger.info("Embedding: Using AWS") From af43324d23e6ed29624e80486328be19f151500d Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Fri, 20 Oct 2023 16:55:09 +0200 Subject: [PATCH 087/118] Add generation feature to Svelte front-end Fix a few bugs and refactor generation back-end to chains.py so it can be reused. --- api.py | 17 ++++- bot.py | 72 ++---------------- chains.py | 64 +++++++++++++++- front-end/src/App.svelte | 101 +++++++++----------------- front-end/src/lib/External.svelte | 28 +++++++ front-end/src/lib/Modal.svelte | 60 +++++++++++++++ front-end/src/lib/chat.store.js | 79 ++++++++++++++++++++ front-end/src/lib/generation.store.js | 33 +++++++++ 8 files changed, 317 insertions(+), 137 deletions(-) create mode 100644 front-end/src/lib/External.svelte create mode 100644 front-end/src/lib/Modal.svelte create mode 100644 front-end/src/lib/chat.store.js create mode 100644 front-end/src/lib/generation.store.js diff --git a/api.py b/api.py index 60b87dc39..ed1d34805 100644 --- a/api.py +++ b/api.py @@ -11,6 +11,7 @@ load_llm, configure_llm_only_chain, configure_qa_rag_chain, + generate_ticket, ) from fastapi import FastAPI, Depends from pydantic import BaseModel @@ -112,6 +113,10 @@ class Question(BaseModel): rag: bool = False +class BaseTicket(BaseModel): + text: str + + @app.get("/query-stream") def qstream(question: Question = Depends()): output_function = llm_chain @@ -143,4 +148,14 @@ async def ask(question: Question = Depends()): {"question": question.text, "chat_history": []}, callbacks=[] ) - return json.dumps({"result": result["answer"], "model": llm_name}) + return {"result": result["answer"], "model": llm_name} + + +@app.get("/generate-ticket") +async def generate_ticket_api(question: BaseTicket = Depends()): + new_title, new_question = generate_ticket( + neo4j_graph=neo4j_graph, + llm_chain=llm_chain, + input_question=question.text, + ) + return {"result": {"title": new_title, "text": new_question}, "model": llm_name} diff --git a/bot.py b/bot.py index 2290602a6..61a5cd987 100644 --- a/bot.py +++ b/bot.py @@ -3,15 +3,9 @@ import streamlit as st from streamlit.logger import get_logger from langchain.callbacks.base import BaseCallbackHandler -from langchain.prompts.chat import ( - ChatPromptTemplate, - SystemMessagePromptTemplate, - HumanMessagePromptTemplate, -) from langchain.graphs import Neo4jGraph from dotenv import load_dotenv from utils import ( - extract_title_and_question, create_vector_index, ) from chains import ( @@ -19,6 +13,7 @@ load_llm, configure_llm_only_chain, configure_qa_rag_chain, + generate_ticket, ) load_dotenv(".env") @@ -148,65 +143,6 @@ def mode_select() -> str: output_function = rag_chain -def generate_ticket(): - # Get high ranked questions - records = neo4j_graph.query( - "MATCH (q:Question) RETURN q.title AS title, q.body AS body ORDER BY q.score DESC LIMIT 3" - ) - questions = [] - for i, question in enumerate(records, start=1): - questions.append((question["title"], question["body"])) - # Ask LLM to generate new question in the same style - questions_prompt = "" - for i, question in enumerate(questions, start=1): - questions_prompt += f"{i}. {question[0]}\n" - questions_prompt += f"{question[1]}\n\n" - questions_prompt += "----\n\n" - - gen_system_template = f""" - You're an expert in formulating high quality questions. - Can you formulate a question in the same style, detail and tone as the following example questions? - {questions_prompt} - --- - - Don't make anything up, only use information in the following question. - Return a title for the question, and the question post itself. - - Return example: - --- - Title: How do I use the Neo4j Python driver? - Question: I'm trying to connect to Neo4j using the Python driver, but I'm getting an error. - --- - """ - # we need jinja2 since the questions themselves contain curly braces - system_prompt = SystemMessagePromptTemplate.from_template( - gen_system_template, template_format="jinja2" - ) - q_prompt = st.session_state[f"user_input"][-1] - chat_prompt = ChatPromptTemplate.from_messages( - [ - system_prompt, - SystemMessagePromptTemplate.from_template( - """ - Respond in the following format or you will be unplugged. - --- - Title: New title - Question: New question - --- - """ - ), - HumanMessagePromptTemplate.from_template("{text}"), - ] - ) - llm_response = llm_chain( - f"Here's the question to rewrite in the expected format: ```{q_prompt}```", - [], - chat_prompt, - ) - new_title, new_question = extract_title_and_question(llm_response["answer"]) - return (new_title, new_question) - - def open_sidebar(): st.session_state.open_sidebar = True @@ -218,7 +154,11 @@ def close_sidebar(): if not "open_sidebar" in st.session_state: st.session_state.open_sidebar = False if st.session_state.open_sidebar: - new_title, new_question = generate_ticket() + new_title, new_question = generate_ticket( + neo4j_graph=neo4j_graph, + llm_chain=llm_chain, + input_question=st.session_state[f"user_input"][-1], + ) with st.sidebar: st.title("Ticket draft") st.write("Auto generated draft ticket") diff --git a/chains.py b/chains.py index b539a7e05..e0d563dec 100644 --- a/chains.py +++ b/chains.py @@ -14,7 +14,7 @@ HumanMessagePromptTemplate, ) from typing import List, Any -from utils import BaseLogger +from utils import BaseLogger, extract_title_and_question def load_embedding_model(embedding_model_name: str, logger=BaseLogger(), config={}): @@ -88,7 +88,9 @@ def generate_llm_output( user_input: str, callbacks: List[Any], prompt=chat_prompt ) -> str: chain = prompt | llm - answer = chain.invoke(user_input, config={"callbacks": callbacks}).content + answer = chain.invoke( + {"question": user_input}, config={"callbacks": callbacks} + ).content return {"answer": answer} return generate_llm_output @@ -160,3 +162,61 @@ def configure_qa_rag_chain(llm, embeddings, embeddings_store_url, username, pass max_tokens_limit=3375, ) return kg_qa + + +def generate_ticket(neo4j_graph, llm_chain, input_question): + # Get high ranked questions + records = neo4j_graph.query( + "MATCH (q:Question) RETURN q.title AS title, q.body AS body ORDER BY q.score DESC LIMIT 3" + ) + questions = [] + for i, question in enumerate(records, start=1): + questions.append((question["title"], question["body"])) + # Ask LLM to generate new question in the same style + questions_prompt = "" + for i, question in enumerate(questions, start=1): + questions_prompt += f"{i}. {question[0]}\n" + questions_prompt += f"{question[1]}\n\n" + questions_prompt += "----\n\n" + + gen_system_template = f""" + You're an expert in formulating high quality questions. + Can you formulate a question in the same style, detail and tone as the following example questions? + {questions_prompt} + --- + + Don't make anything up, only use information in the following question. + Return a title for the question, and the question post itself. + + Return example: + --- + Title: How do I use the Neo4j Python driver? + Question: I'm trying to connect to Neo4j using the Python driver, but I'm getting an error. + --- + """ + # we need jinja2 since the questions themselves contain curly braces + system_prompt = SystemMessagePromptTemplate.from_template( + gen_system_template, template_format="jinja2" + ) + chat_prompt = ChatPromptTemplate.from_messages( + [ + system_prompt, + SystemMessagePromptTemplate.from_template( + """ + Respond in the following format or you will be unplugged. + --- + Title: New title + Question: New question + --- + """ + ), + HumanMessagePromptTemplate.from_template("{question}"), + ] + ) + llm_response = llm_chain( + f"Here's the question to rewrite in the expected format: ```{input_question}```", + [], + chat_prompt, + ) + new_title, new_question = extract_title_and_question(llm_response["answer"]) + return (new_title, new_question) diff --git a/front-end/src/App.svelte b/front-end/src/App.svelte index 246be414f..e609f6470 100644 --- a/front-end/src/App.svelte +++ b/front-end/src/App.svelte @@ -4,69 +4,21 @@ import botImage from "./assets/images/bot.jpeg"; import meImage from "./assets/images/me.jpeg"; import MdLink from "./lib/MdLink.svelte"; + import External from "./lib/External.svelte"; + import { chatStates, chatStore } from "./lib/chat.store.js"; + import Modal from "./lib/Modal.svelte"; + import { generationStore } from "./lib/generation.store"; - let messages = []; - let ragMode = true; + let ragMode = false; let question = "How can I create a chatbot on top of my local PDF files using langchain?"; let shouldAutoScroll = true; let input; - let appState = "idle"; // or receiving let senderImages = { bot: botImage, me: meImage }; + let generationModalOpen = false; - async function send() { - if (!question.trim().length) { - return; - } - appState = "receiving"; - addMessage("me", question, ragMode); - const messageId = addMessage("bot", "", ragMode); - try { - const evt = new EventSource( - `http://localhost:8504/query-stream?text=${encodeURI(question)}&rag=${ragMode}` - ); - question = ""; - evt.onmessage = (e) => { - if (e.data) { - const data = JSON.parse(e.data); - if (data.init) { - updateMessage(messageId, "", data.model); - return; - } - updateMessage(messageId, data.token); - } - }; - evt.onerror = (e) => { - // Stream will end with an error - // and we want to close the connection on end (otherwise it will keep reconnecting) - evt.close(); - }; - } catch (e) { - updateMessage(messageId, "Error: " + e.message); - } finally { - appState = "idle"; - } - } - - function updateMessage(existingId, text, model = null) { - if (!existingId) { - return; - } - const existingIdIndex = messages.findIndex((m) => m.id === existingId); - if (existingIdIndex === -1) { - return; - } - messages[existingIdIndex].text += text; - if (model) { - messages[existingIdIndex].model = model; - } - messages = messages; - } - - function addMessage(from, text, rag) { - const newId = Math.random().toString(36).substring(2, 9); - const message = { id: newId, from, text, rag }; - messages = messages.concat([message]); - return newId; + function send() { + chatStore.send(question, ragMode); + question = ""; } function scrollToBottom(node, _) { @@ -79,7 +31,12 @@ shouldAutoScroll = e.target.scrollTop + e.target.clientHeight > e.target.scrollHeight - 55; } - $: appState === "idle" && input && focus(input); + function generateTicket(text) { + generationStore.generate(text); + generationModalOpen = true; + } + + $: $chatStore.state === chatStates.IDLE && input && focus(input); async function focus(node) { await tick(); node.focus(); @@ -88,24 +45,29 @@
      -
      +
      - {#each messages as message (message.id)} + {#each $chatStore.data as message (message.id)}
      -
      +
      + {#if message.from === "me"} + + {/if}
      - +
      {#if message.from === "bot"}
      @@ -133,7 +95,7 @@
      +{#if generationModalOpen} + (generationModalOpen = false)} /> +{/if} diff --git a/front-end/src/lib/Modal.svelte b/front-end/src/lib/Modal.svelte new file mode 100644 index 000000000..5843e8b72 --- /dev/null +++ b/front-end/src/lib/Modal.svelte @@ -0,0 +1,60 @@ + + + + +
      +

      Create new internal ticket

      +
      + +
      +
      +

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zeBReEjw6%h)O;fyy?3;vkFRWQ;(*l-$CBL)Zc(6# z39eD8!g()z!1!dsVkJm8osz<1=nRFD}cRp`#74+7Lm%M4gz(TOwRb;hJ8C0 z7oL?M(7G%yRYmpvq2Y~otFyLIce*9!2h#XI|5%J2UXJZZH?l2c{|#ni&%^T$J|&{v zPQ#@xv)AX)2pwDBx*Cw@O*zM*Q(w_(llAWjA6fe*?X~muw3%~ zfWW@Y;FwtWa+VkA{BiT)Zq(qRYdP}^g*4>8m~0!`N76HxDW1R_q!p;dgImz<)MuIH-; zypoK;e7Lv$s3gSWNL;R5loHK=vEaDHNCvLNsR7c=uWT&@jCTekN{|Dwd?)vO z5yIGYCCvYeE6t7Ecd}V;Br@b!D$YC+%6G9^>>(hlh;3%{CD6^m0flJ+zhi=kQdVL9 z&H&~CG&x1KyfY7lRpPAPMLmYHQCxK}f5C~)-Y*Oe1eC}?a;gDgi?`aODG)Z}&pL_Z zkdrS9;yWCiIFPQ-Qw-wu>CG|a9RBQ^@X1OhR!{u}0?rs36|H``^*wii8-k>}G_R^=BES^V$GO2X zQ5{~RZWRE4B&nuf1UIcR$ZgFzu{Oa!uEvQ^G(GpG&ZczAmcb=@2N!STZ~Y8hRPt{k57dc?vuR|eE_&KazV2V`1fWir z(x}5Eh&cNjT-qM&qS=A>brLnjL%57Cg}fqM zQ(|bpj1PkpXtU?&G0Y|XxQBPZ8J9JWA@!i8Z|1wnNZ1X=Ew^(2@Ggd&|6Ol4AuzpG zkD3{3<{yt*KIk$&3Co>e{) Date: Sun, 1 Oct 2023 10:40:11 +0200 Subject: [PATCH 049/118] Add LLM pre-req to README --- readme.md | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 61d14ed30..1eba685f9 100644 --- a/readme.md +++ b/readme.md @@ -3,10 +3,23 @@ This GenAI application stack will get you started building your own GenAI application in no time. The demo applications can serve as inspiration or as a starting point. -# Configuration +# Configure Create a `.env` file from the environment template file `env.example` +## LLM Configuration +MacOS and Linux users can use any LLM that's available via Ollama. Check the "tags" section under the model page you want to use on https://ollama.ai/library and write the tag for the value of the environment variable `LLM=` in th e`.env` file. +All platforms can use GPT-3.5-turbo and GPT-4 (bring your own API keys for OpenAIs models). + +**MacOS** +Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker compose up`. + +**Linux** +No need to install Ollama manually, it will run in a container as +part of the stack when running with the Linus profile: `run docker compose up --profile linux`. + +**Windows** +Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. # Develop **To start everything** ``` From 48be0ca062b8a48aee5ac90fd98438ac29fcfb2e Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Mon, 2 Oct 2023 12:57:45 +0200 Subject: [PATCH 050/118] Refactor logic into separate files for easier reading --- bot.Dockerfile | 2 +- bot.py | 181 ++++++---------------------------------------- chains.py | 147 +++++++++++++++++++++++++++++++++++++ loader.Dockerfile | 1 + loader.py | 38 +--------- utils.py | 51 ++++++++----- 6 files changed, 205 insertions(+), 215 deletions(-) create mode 100644 chains.py diff --git a/bot.Dockerfile b/bot.Dockerfile index 72e8d3ba8..282cc6fc2 100644 --- a/bot.Dockerfile +++ b/bot.Dockerfile @@ -13,9 +13,9 @@ COPY requirements.txt . RUN pip install --upgrade -r requirements.txt -# COPY .env . COPY bot.py . COPY utils.py . +COPY chains.py . EXPOSE 8501 diff --git a/bot.py b/bot.py index 58930093f..af0acfe81 100644 --- a/bot.py +++ b/bot.py @@ -1,14 +1,8 @@ import os -from typing import List, Any import streamlit as st from streamlit.logger import get_logger from langchain.callbacks.base import BaseCallbackHandler -from langchain.vectorstores.neo4j_vector import Neo4jVector - -from langchain.chat_models import ChatOpenAI, ChatOllama -from langchain.chains import RetrievalQAWithSourcesChain -from langchain.chains.qa_with_sources import load_qa_with_sources_chain from langchain.prompts.chat import ( ChatPromptTemplate, SystemMessagePromptTemplate, @@ -16,7 +10,16 @@ ) from langchain.graphs import Neo4jGraph from dotenv import load_dotenv -from utils import extract_title_and_question, load_embedding_model +from utils import ( + extract_title_and_question, + create_vector_index, +) +from chains import ( + load_embedding_model, + load_llm, + configure_llm_only_chain, + configure_qa_rag_chain, +) load_dotenv(".env") @@ -33,19 +36,10 @@ # if Neo4j is local, you can go to http://localhost:7474/ to browse the database neo4j_graph = Neo4jGraph(url=url, username=username, password=password) - - -def create_vector_index(dimension: int) -> None: - index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" - try: - neo4j_graph.query(index_query, {"dimension": dimension}) - except: # Already exists - pass - index_query = "CALL db.index.vector.createNodeIndex('top_answers', 'Answer', 'embedding', $dimension, 'cosine')" - try: - neo4j_graph.query(index_query, {"dimension": dimension}) - except: # Already exists - pass +embeddings, dimension = load_embedding_model( + embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger +) +create_vector_index(neo4j_graph, dimension) class StreamHandler(BaseCallbackHandler): @@ -58,142 +52,11 @@ def on_llm_new_token(self, token: str, **kwargs) -> None: self.container.markdown(self.text) -embeddings, dimension = load_embedding_model( - embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger -) - -create_vector_index(dimension) - -if llm_name == "gpt-4": - llm = ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) - logger.info("LLM: Using GPT-4") -elif llm_name == "gpt-3.5": - llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) - logger.info("LLM: Using GPT-3.5 Turbo") -elif len(llm_name): - llm = ChatOllama( - temperature=0, - base_url=ollama_base_url, - model=llm_name, - streaming=True, - top_k=10, # A higher value (100) will give more diverse answers, while a lower value (10) will be more conservative. - top_p=0.3, # Higher value (0.95) will lead to more diverse text, while a lower value (0.5) will generate more focused text. - num_ctx=3072, # Sets the size of the context window used to generate the next token. - ) - logger.info(f"LLM: Using Ollama ({llm_name})") -else: - llm = ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) - logger.info("LLM: Using GPT-3.5 Turbo") - -# LLM only response -template = """ -You are a helpful assistant that helps a support agent with answering programming questions. -If you don't know the answer, just say that you don't know, don't try to make up an answer. -""" -system_message_prompt = SystemMessagePromptTemplate.from_template(template) -human_template = "{text}" -human_message_prompt = HumanMessagePromptTemplate.from_template(human_template) -chat_prompt = ChatPromptTemplate.from_messages( - [system_message_prompt, human_message_prompt] -) - - -def generate_llm_output( - user_input: str, callbacks: List[Any], prompt=chat_prompt -) -> str: - answer = llm( - prompt.format_prompt( - text=user_input, - ).to_messages(), - callbacks=callbacks, - ).content - return {"answer": answer} - - -# Vector response -neo4j_db = Neo4jVector.from_existing_index( - embedding=embeddings, - url=url, - username=username, - password=password, - database="neo4j", # neo4j by default - index_name="top_answers", # vector by default - text_node_property="body", # text by default - retrieval_query=""" - OPTIONAL MATCH (node)-[:ANSWERS]->(question) - RETURN 'Question: ' + question.title + '\n' + question.body + '\nAnswer: ' + - coalesce(node.body,"") AS text, score, {source:question.link} AS metadata - ORDER BY score ASC // so that best answer are the last -""", -) - -general_system_template = """ -Use the following pieces of context to answer the question at the end. -The context contains question-answer pairs and their links from Stackoverflow. -You should prefer information from accepted or more upvoted answers. -Make sure to rely on information from the answers and not on questions to provide accuate responses. -When you find particular answer in the context useful, make sure to cite it in the answer using the link. -If you don't know the answer, just say that you don't know, don't try to make up an answer. ----- -{summaries} ----- -Each answer you generate should contain a section at the end of links to -Stackoverflow questions and answers you found useful, which are described under Source value. -You can only use links to StackOverflow questions that are present in the context and always -add links to the end of the answer in the style of citations. -Generate concise answers with references sources section of links to -relevant StackOverflow questions only at the end of the answer. -""" -general_user_template = "Question:```{question}```" -messages = [ - SystemMessagePromptTemplate.from_template(general_system_template), - HumanMessagePromptTemplate.from_template(general_user_template), -] -qa_prompt = ChatPromptTemplate.from_messages(messages) - -qa_chain = load_qa_with_sources_chain( - llm, - chain_type="stuff", - prompt=qa_prompt, -) -qa = RetrievalQAWithSourcesChain( - combine_documents_chain=qa_chain, - retriever=neo4j_db.as_retriever(search_kwargs={"k": 2}), - reduce_k_below_max_tokens=True, - max_tokens_limit=3375, -) - -# Vector + Knowledge Graph response -kg = Neo4jVector.from_existing_index( - embedding=embeddings, - url=url, - username=username, - password=password, - database="neo4j", # neo4j by default - index_name="stackoverflow", # vector by default - text_node_property="body", # text by default - retrieval_query=""" -WITH node AS question, score AS similarity -CALL { with question - MATCH (question)<-[:ANSWERS]-(answer) - WITH answer - ORDER BY answer.is_accepted DESC, answer.score DESC - WITH collect(answer)[..2] as answers - RETURN reduce(str='', answer IN answers | str + - '\n### Answer (Accepted: '+ answer.is_accepted + - ' Score: ' + answer.score+ '): '+ answer.body + '\n') as answerTexts -} -RETURN '##Question: ' + question.title + '\n' + question.body + '\n' - + answerTexts AS text, similarity as score, {source: question.link} AS metadata -ORDER BY similarity ASC // so that best answers are the last -""", -) +llm = load_llm(llm_name, logger=logger, config={"ollama_base_url": ollama_base_url}) -kg_qa = RetrievalQAWithSourcesChain( - combine_documents_chain=qa_chain, - retriever=kg.as_retriever(search_kwargs={"k": 2}), - reduce_k_below_max_tokens=False, - max_tokens_limit=3375, +llm_chain = configure_llm_only_chain(llm) +rag_chain = configure_qa_rag_chain( + llm, embeddings, embeddings_store_url=url, username=username, password=password ) # Streamlit UI @@ -280,11 +143,9 @@ def mode_select() -> str: name = mode_select() if name == "LLM only" or name == "Disabled": - output_function = generate_llm_output -elif name == "Vector": - output_function = qa + output_function = llm_chain elif name == "Vector + Graph" or name == "Enabled": - output_function = kg_qa + output_function = rag_chain def generate_ticket(): @@ -337,7 +198,7 @@ def generate_ticket(): HumanMessagePromptTemplate.from_template("{text}"), ] ) - llm_response = generate_llm_output( + llm_response = llm_chain( f"Here's the question to rewrite in the expected format: ```{q_prompt}```", [], chat_prompt, diff --git a/chains.py b/chains.py new file mode 100644 index 000000000..ee62302e7 --- /dev/null +++ b/chains.py @@ -0,0 +1,147 @@ +from langchain.embeddings.openai import OpenAIEmbeddings +from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings +from langchain.chat_models import ChatOpenAI, ChatOllama +from langchain.vectorstores.neo4j_vector import Neo4jVector +from langchain.chains import RetrievalQAWithSourcesChain +from langchain.chains.qa_with_sources import load_qa_with_sources_chain +from langchain.prompts.chat import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + HumanMessagePromptTemplate, +) +from typing import List, Any +from utils import BaseLogger + + +def load_embedding_model(embedding_model_name: str, logger=BaseLogger(), config={}): + if embedding_model_name == "ollama": + embeddings = OllamaEmbeddings(base_url=config.ollama_base_url, model="llama2") + dimension = 4096 + logger.info("Embedding: Using Ollama") + elif embedding_model_name == "openai": + embeddings = OpenAIEmbeddings() + dimension = 1536 + logger.info("Embedding: Using OpenAI") + else: + embeddings = SentenceTransformerEmbeddings( + model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" + ) + dimension = 384 + logger.info("Embedding: Using SentenceTransformer") + return embeddings, dimension + + +def load_llm(llm_name: str, logger=BaseLogger(), config={}): + if llm_name == "gpt-4": + logger.info("LLM: Using GPT-4") + return ChatOpenAI(temperature=0, model_name="gpt-4", streaming=True) + elif llm_name == "gpt-3.5": + logger.info("LLM: Using GPT-3.5") + return ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) + elif len(llm_name): + logger.info(f"LLM: Using Ollama: {llm_name}") + return ChatOllama( + temperature=0, + base_url=config["ollama_base_url"], + model=llm_name, + streaming=True, + top_k=10, # A higher value (100) will give more diverse answers, while a lower value (10) will be more conservative. + top_p=0.3, # Higher value (0.95) will lead to more diverse text, while a lower value (0.5) will generate more focused text. + num_ctx=3072, # Sets the size of the context window used to generate the next token. + ) + logger.info("LLM: Using GPT-3.5") + return ChatOpenAI(temperature=0, model_name="gpt-3.5-turbo", streaming=True) + + +def configure_llm_only_chain(llm): + # LLM only response + template = """ + You are a helpful assistant that helps a support agent with answering programming questions. + If you don't know the answer, just say that you don't know, don't try to make up an answer. + """ + system_message_prompt = SystemMessagePromptTemplate.from_template(template) + human_template = "{text}" + human_message_prompt = HumanMessagePromptTemplate.from_template(human_template) + chat_prompt = ChatPromptTemplate.from_messages( + [system_message_prompt, human_message_prompt] + ) + + def generate_llm_output( + user_input: str, callbacks: List[Any], prompt=chat_prompt + ) -> str: + answer = llm( + prompt.format_prompt( + text=user_input, + ).to_messages(), + callbacks=callbacks, + ).content + return {"answer": answer} + + return generate_llm_output + + +def configure_qa_rag_chain(llm, embeddings, embeddings_store_url, username, password): + # RAG response + general_system_template = """ + Use the following pieces of context to answer the question at the end. + The context contains question-answer pairs and their links from Stackoverflow. + You should prefer information from accepted or more upvoted answers. + Make sure to rely on information from the answers and not on questions to provide accuate responses. + When you find particular answer in the context useful, make sure to cite it in the answer using the link. + If you don't know the answer, just say that you don't know, don't try to make up an answer. + ---- + {summaries} + ---- + Each answer you generate should contain a section at the end of links to + Stackoverflow questions and answers you found useful, which are described under Source value. + You can only use links to StackOverflow questions that are present in the context and always + add links to the end of the answer in the style of citations. + Generate concise answers with references sources section of links to + relevant StackOverflow questions only at the end of the answer. + """ + general_user_template = "Question:```{question}```" + messages = [ + SystemMessagePromptTemplate.from_template(general_system_template), + HumanMessagePromptTemplate.from_template(general_user_template), + ] + qa_prompt = ChatPromptTemplate.from_messages(messages) + + qa_chain = load_qa_with_sources_chain( + llm, + chain_type="stuff", + prompt=qa_prompt, + ) + + # Vector + Knowledge Graph response + kg = Neo4jVector.from_existing_index( + embedding=embeddings, + url=embeddings_store_url, + username=username, + password=password, + database="neo4j", # neo4j by default + index_name="stackoverflow", # vector by default + text_node_property="body", # text by default + retrieval_query=""" + WITH node AS question, score AS similarity + CALL { with question + MATCH (question)<-[:ANSWERS]-(answer) + WITH answer + ORDER BY answer.is_accepted DESC, answer.score DESC + WITH collect(answer)[..2] as answers + RETURN reduce(str='', answer IN answers | str + + '\n### Answer (Accepted: '+ answer.is_accepted + + ' Score: ' + answer.score+ '): '+ answer.body + '\n') as answerTexts + } + RETURN '##Question: ' + question.title + '\n' + question.body + '\n' + + answerTexts AS text, similarity as score, {source: question.link} AS metadata + ORDER BY similarity ASC // so that best answers are the last + """, + ) + + kg_qa = RetrievalQAWithSourcesChain( + combine_documents_chain=qa_chain, + retriever=kg.as_retriever(search_kwargs={"k": 2}), + reduce_k_below_max_tokens=False, + max_tokens_limit=3375, + ) + return kg_qa diff --git a/loader.Dockerfile b/loader.Dockerfile index d8aa853f1..5c18446c1 100644 --- a/loader.Dockerfile +++ b/loader.Dockerfile @@ -14,6 +14,7 @@ RUN pip install --upgrade -r requirements.txt COPY loader.py . COPY utils.py . +COPY chains.py . COPY images ./images EXPOSE 8502 diff --git a/loader.py b/loader.py index a96617bc4..65cad8ed1 100644 --- a/loader.py +++ b/loader.py @@ -4,7 +4,8 @@ from langchain.graphs import Neo4jGraph import streamlit as st from streamlit.logger import get_logger -from utils import load_embedding_model +from chains import load_embedding_model +from utils import create_constraints, create_vector_index from PIL import Image load_dotenv(".env") @@ -28,39 +29,8 @@ # if Neo4j is local, you can go to http://localhost:7474/ to browse the database neo4j_graph = Neo4jGraph(url=url, username=username, password=password) - -def create_constraints(): - neo4j_graph.query( - "CREATE CONSTRAINT question_id IF NOT EXISTS FOR (q:Question) REQUIRE (q.id) IS UNIQUE" - ) - neo4j_graph.query( - "CREATE CONSTRAINT answer_id IF NOT EXISTS FOR (a:Answer) REQUIRE (a.id) IS UNIQUE" - ) - neo4j_graph.query( - "CREATE CONSTRAINT user_id IF NOT EXISTS FOR (u:User) REQUIRE (u.id) IS UNIQUE" - ) - neo4j_graph.query( - "CREATE CONSTRAINT tag_name IF NOT EXISTS FOR (t:Tag) REQUIRE (t.name) IS UNIQUE" - ) - - -create_constraints() - - -def create_vector_index(dimension): - index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" - try: - neo4j_graph.query(index_query, {"dimension": dimension}) - except: # Already exists - pass - index_query = "CALL db.index.vector.createNodeIndex('top_answers', 'Answer', 'embedding', $dimension, 'cosine')" - try: - neo4j_graph.query(index_query, {"dimension": dimension}) - except: # Already exists - pass - - -create_vector_index(dimension) +create_constraints(neo4j_graph) +create_vector_index(neo4j_graph, dimension) def load_so_data(tag: str = "neo4j", page: int = 1) -> None: diff --git a/utils.py b/utils.py index 0cc9693df..9404f1543 100644 --- a/utils.py +++ b/utils.py @@ -1,23 +1,6 @@ -from langchain.embeddings.openai import OpenAIEmbeddings -from langchain.embeddings import OllamaEmbeddings, SentenceTransformerEmbeddings - - -def load_embedding_model(embedding_model_name: str, config={}, logger=print): - if embedding_model_name == "ollama": - embeddings = OllamaEmbeddings(base_url=config.ollama_base_url, model="llama2") - dimension = 4096 - logger.info("Embedding: Using Ollama") - elif embedding_model_name == "openai": - embeddings = OpenAIEmbeddings() - dimension = 1536 - logger.info("Embedding: Using OpenAI") - else: - embeddings = SentenceTransformerEmbeddings( - model_name="all-MiniLM-L6-v2", cache_folder="/embedding_model" - ) - dimension = 384 - logger.info("Embedding: Using SentenceTransformer") - return embeddings, dimension +class BaseLogger: + def __init__(self) -> None: + self.info = print def extract_title_and_question(input_string): @@ -41,3 +24,31 @@ def extract_title_and_question(input_string): question += "\n" + line.strip() return title, question + + +def create_vector_index(driver, dimension: int) -> None: + index_query = "CALL db.index.vector.createNodeIndex('stackoverflow', 'Question', 'embedding', $dimension, 'cosine')" + try: + driver.query(index_query, {"dimension": dimension}) + except: # Already exists + pass + index_query = "CALL db.index.vector.createNodeIndex('top_answers', 'Answer', 'embedding', $dimension, 'cosine')" + try: + driver.query(index_query, {"dimension": dimension}) + except: # Already exists + pass + + +def create_constraints(driver): + driver.query( + "CREATE CONSTRAINT question_id IF NOT EXISTS FOR (q:Question) REQUIRE (q.id) IS UNIQUE" + ) + driver.query( + "CREATE CONSTRAINT answer_id IF NOT EXISTS FOR (a:Answer) REQUIRE (a.id) IS UNIQUE" + ) + driver.query( + "CREATE CONSTRAINT user_id IF NOT EXISTS FOR (u:User) REQUIRE (u.id) IS UNIQUE" + ) + driver.query( + "CREATE CONSTRAINT tag_name IF NOT EXISTS FOR (t:Tag) REQUIRE (t.name) IS UNIQUE" + ) From ba8c7a467562c5dc52b8bdc6491154b07da6e771 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Mon, 2 Oct 2023 15:13:50 +0200 Subject: [PATCH 051/118] Switch to langchain docker image --- bot.Dockerfile | 3 +-- loader.Dockerfile | 2 +- requirements.txt | 1 - 3 files changed, 2 insertions(+), 4 deletions(-) diff --git a/bot.Dockerfile b/bot.Dockerfile index 282cc6fc2..9d65ef50a 100644 --- a/bot.Dockerfile +++ b/bot.Dockerfile @@ -1,5 +1,4 @@ -# TODO Langchain base image -FROM python:latest +FROM langchain/langchain WORKDIR /app diff --git a/loader.Dockerfile b/loader.Dockerfile index 5c18446c1..b146d3117 100644 --- a/loader.Dockerfile +++ b/loader.Dockerfile @@ -1,4 +1,4 @@ -FROM python:latest +FROM langchain/langchain WORKDIR /app diff --git a/requirements.txt b/requirements.txt index b6235a8ca..458553efe 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,3 @@ -langchain openai python-dotenv wikipedia From 5847faac61e062f36f3869542c073a7578f3b0fd Mon Sep 17 00:00:00 2001 From: Jim Clark Date: Mon, 2 Oct 2023 08:12:00 -0700 Subject: [PATCH 052/118] Automatically pull the model in the LLM env variable (#12) * Automatically pull the model in the LLM env variable * Add Ansi sequences for pull status streaming * Use `ollama pull` here instead. * Add comment about what we're really wrapping here * Surround ollama pull with a rudimentary progress meter --- docker-compose.yml | 14 ++++++++++++++ pull_model.Dockerfile | 35 +++++++++++++++++++++++++++++++++++ 2 files changed, 49 insertions(+) create mode 100644 pull_model.Dockerfile diff --git a/docker-compose.yml b/docker-compose.yml index d734e27d3..2ac2f7b57 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -8,6 +8,16 @@ services: networks: - net + pull-model: + image: genai-stack/pull-model:latest + build: + dockerfile: pull_model.Dockerfile + environment: + - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} + - LLM + networks: + - net + database: image: neo4j:5.11 ports: @@ -48,6 +58,8 @@ services: depends_on: database: condition: service_healthy + pull-model: + condition: service_completed_successfully ports: - 8081:8080 @@ -82,6 +94,8 @@ services: depends_on: database: condition: service_healthy + pull-model: + condition: service_completed_successfully x-develop: watch: - action: rebuild diff --git a/pull_model.Dockerfile b/pull_model.Dockerfile new file mode 100644 index 000000000..35f076a7d --- /dev/null +++ b/pull_model.Dockerfile @@ -0,0 +1,35 @@ +FROM ollama/ollama:latest AS ollama +FROM babashka/babashka:latest + +# just using as a client - never as a server +COPY --from=ollama /bin/ollama ./bin/ollama + +COPY <!! done :stop)) + + (println "OLLAMA model only pulled if both LLM and OLLAMA_BASE_URL are set and the LLM model is not gpt"))) + (catch Throwable _ (System/exit 1))) +EOF + +ENTRYPOINT ["bb", "-f", "pull_model.clj"] + From f05741125753bd6518b76e50576beb88a56fc9bb Mon Sep 17 00:00:00 2001 From: Jim Clark Date: Mon, 2 Oct 2023 08:12:17 -0700 Subject: [PATCH 053/118] use creative commons license (#11) --- LICENSE | 121 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 LICENSE diff --git a/LICENSE b/LICENSE new file mode 100644 index 000000000..0e259d42c --- /dev/null +++ b/LICENSE @@ -0,0 +1,121 @@ +Creative Commons Legal Code + +CC0 1.0 Universal + + CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE + LEGAL SERVICES. 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From 75bfb89dfb94b29a77db1d6636049f4ec4d53afb Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Tue, 3 Oct 2023 18:03:54 +0200 Subject: [PATCH 054/118] Add pdf bot --- docker-compose.yml | 36 ++++++++++++++++++ pdf_bot.Dockerfile | 23 ++++++++++++ pdf_bot.py | 93 ++++++++++++++++++++++++++++++++++++++++++++++ requirements.txt | 1 + 4 files changed, 153 insertions(+) create mode 100644 pdf_bot.Dockerfile create mode 100644 pdf_bot.py diff --git a/docker-compose.yml b/docker-compose.yml index 2ac2f7b57..d8b11a498 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -70,6 +70,7 @@ services: path: . ignore: - bot.py + - pdf_bot.py bot: @@ -102,9 +103,44 @@ services: path: . ignore: - loader.py + - pdf_bot.py ports: - 8501:8501 + + pdf_bot: + build: + dockerfile: pdf_bot.Dockerfile + environment: + - NEO4J_URI=${NEO4J_URI-neo4j://database:7687} + - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} + - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} + - OPENAI_API_KEY=${OPENAI_API_KEY} + - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} + - LLM=${LLM-llama2} + - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} + - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"} + - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} + - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} + - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} + networks: + - net + depends_on: + database: + condition: service_healthy + pull-model: + condition: service_completed_successfully + x-develop: + watch: + - action: rebuild + path: . + ignore: + - loader.py + - bot.py + + ports: + - 8503:8503 + networks: net: diff --git a/pdf_bot.Dockerfile b/pdf_bot.Dockerfile new file mode 100644 index 000000000..5efb078ff --- /dev/null +++ b/pdf_bot.Dockerfile @@ -0,0 +1,23 @@ +FROM langchain/langchain + +WORKDIR /app + +RUN apt-get update && apt-get install -y \ + build-essential \ + curl \ + software-properties-common \ + && rm -rf /var/lib/apt/lists/* + +COPY requirements.txt . + +RUN pip install --upgrade -r requirements.txt + +COPY pdf_bot.py . +COPY utils.py . +COPY chains.py . + +EXPOSE 8503 + +HEALTHCHECK CMD curl --fail http://localhost:8503/_stcore/health + +ENTRYPOINT ["streamlit", "run", "pdf_bot.py", "--server.port=8503", "--server.address=0.0.0.0"] diff --git a/pdf_bot.py b/pdf_bot.py new file mode 100644 index 000000000..9731c24f4 --- /dev/null +++ b/pdf_bot.py @@ -0,0 +1,93 @@ +import os + +import streamlit as st +from langchain.chains import RetrievalQA +from PyPDF2 import PdfReader +from langchain.text_splitter import RecursiveCharacterTextSplitter +from langchain.callbacks.base import BaseCallbackHandler +from langchain.vectorstores.neo4j_vector import Neo4jVector +from streamlit.logger import get_logger +from chains import ( + load_embedding_model, + load_llm, +) + +# load api key lib +from dotenv import load_dotenv + +load_dotenv(".env") + + +url = os.getenv("NEO4J_URI") +username = os.getenv("NEO4J_USERNAME") +password = os.getenv("NEO4J_PASSWORD") +ollama_base_url = os.getenv("OLLAMA_BASE_URL") +embedding_model_name = os.getenv("EMBEDDING_MODEL") +llm_name = os.getenv("LLM") +# Remapping for Langchain Neo4j integration +os.environ["NEO4J_URL"] = url + +logger = get_logger(__name__) + + +embeddings, dimension = load_embedding_model( + embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger +) + + +class StreamHandler(BaseCallbackHandler): + def __init__(self, container, initial_text=""): + self.container = container + self.text = initial_text + + def on_llm_new_token(self, token: str, **kwargs) -> None: + self.text += token + self.container.markdown(self.text) + + +llm = load_llm(llm_name, logger=logger, config={"ollama_base_url": ollama_base_url}) + + +def main(): + st.header("📄Chat with your pdf file") + + # upload a your pdf file + pdf = st.file_uploader("Upload your PDF", type="pdf") + + if pdf is not None: + pdf_reader = PdfReader(pdf) + + text = "" + for page in pdf_reader.pages: + text += page.extract_text() + + # langchain_textspliter + text_splitter = RecursiveCharacterTextSplitter( + chunk_size=1000, chunk_overlap=200, length_function=len + ) + + chunks = text_splitter.split_text(text=text) + + # Store the chunks part in db (vector) + vectorstore = Neo4jVector.from_texts( + chunks, + url=url, + username=username, + password=password, + embedding=embeddings, + pre_delete_collection=True, # Delete existing PDF data + ) + qa = RetrievalQA.from_chain_type( + llm=llm, chain_type="stuff", retriever=vectorstore.as_retriever() + ) + + # Accept user questions/query + query = st.text_input("Ask questions about related your upload pdf file") + + if query: + stream_handler = StreamHandler(st.empty()) + qa.run(query, callbacks=[stream_handler]) + + +if __name__ == "__main__": + main() diff --git a/requirements.txt b/requirements.txt index 458553efe..7cc85b482 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,3 +6,4 @@ neo4j streamlit sentence_transformers Pillow +PyPDF2 From acf5c2b712cb9160a2f72226be21dbbc1263baba Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Tue, 3 Oct 2023 20:48:30 +0200 Subject: [PATCH 055/118] Add index_name and node_label to PDF bot index --- pdf_bot.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/pdf_bot.py b/pdf_bot.py index 9731c24f4..81bad5d90 100644 --- a/pdf_bot.py +++ b/pdf_bot.py @@ -75,6 +75,8 @@ def main(): username=username, password=password, embedding=embeddings, + index_name="pdf_bot", + node_label="PdfBotChunk", pre_delete_collection=True, # Delete existing PDF data ) qa = RetrievalQA.from_chain_type( From cc9f75c4742a7771d008669af635ec042cc47e9c Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 4 Oct 2023 14:15:29 +0200 Subject: [PATCH 056/118] Fix embeddings config errors --- bot.py | 2 +- chains.py | 4 +++- loader.py | 2 +- pdf_bot.py | 2 +- 4 files changed, 6 insertions(+), 4 deletions(-) diff --git a/bot.py b/bot.py index af0acfe81..2290602a6 100644 --- a/bot.py +++ b/bot.py @@ -37,7 +37,7 @@ # if Neo4j is local, you can go to http://localhost:7474/ to browse the database neo4j_graph = Neo4jGraph(url=url, username=username, password=password) embeddings, dimension = load_embedding_model( - embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger + embedding_model_name, config={"ollama_base_url": ollama_base_url}, logger=logger ) create_vector_index(neo4j_graph, dimension) diff --git a/chains.py b/chains.py index ee62302e7..bcfa70c1e 100644 --- a/chains.py +++ b/chains.py @@ -15,7 +15,9 @@ def load_embedding_model(embedding_model_name: str, logger=BaseLogger(), config={}): if embedding_model_name == "ollama": - embeddings = OllamaEmbeddings(base_url=config.ollama_base_url, model="llama2") + embeddings = OllamaEmbeddings( + base_url=config["ollama_base_url"], model="llama2" + ) dimension = 4096 logger.info("Embedding: Using Ollama") elif embedding_model_name == "openai": diff --git a/loader.py b/loader.py index 65cad8ed1..8cc08023f 100644 --- a/loader.py +++ b/loader.py @@ -23,7 +23,7 @@ so_api_base_url = "https://api.stackexchange.com/2.3/search/advanced" embeddings, dimension = load_embedding_model( - embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger + embedding_model_name, config={"ollama_base_url": ollama_base_url}, logger=logger ) # if Neo4j is local, you can go to http://localhost:7474/ to browse the database diff --git a/pdf_bot.py b/pdf_bot.py index 81bad5d90..fde7772b5 100644 --- a/pdf_bot.py +++ b/pdf_bot.py @@ -31,7 +31,7 @@ embeddings, dimension = load_embedding_model( - embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger + embedding_model_name, config={"ollama_base_url": ollama_base_url}, logger=logger ) From 8440f3969cef18a34773c3aac93166cbacf9ce55 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Wed, 4 Oct 2023 22:01:21 +0200 Subject: [PATCH 057/118] Add App3 to README --- .github/media/app3-ui.png | Bin 0 -> 87668 bytes 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Question / Answer with a local PDF +UI: http://localhost:8503 +DB client: http://localhost:7474 + +This application let's you load a local PDF into text +chunks and embed it into Neo4j so you can ask questions about +its contents and have the LLM answer them using vector similarity +search. + +![](.github/media/app3-ui.png) From 54aa80e4dfc3123475f3f6410b3aa3e2c071a125 Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Wed, 4 Oct 2023 13:55:02 -0700 Subject: [PATCH 058/118] pinning torch to 2.0.1 and sentence transformers to 2.2.2 --- requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 7cc85b482..397aafe4e 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,6 +4,7 @@ wikipedia tiktoken neo4j streamlit -sentence_transformers +sentence_transformers==2.2.2 Pillow PyPDF2 +torch==2.0.1 \ No newline at end of file From 361a002e6bb6095becea9ce8517c62a1b6f47284 Mon Sep 17 00:00:00 2001 From: Jim Clark Date: Thu, 5 Oct 2023 08:01:40 -0700 Subject: [PATCH 059/118] Warn about performance issue impacting python (#16) --- readme.md | 42 +++++++++++++++++++++++------------------- 1 file changed, 23 insertions(+), 19 deletions(-) diff --git a/readme.md b/readme.md index 331ac4720..8550c1be0 100644 --- a/readme.md +++ b/readme.md @@ -1,6 +1,6 @@ # GenAI Stack This GenAI application stack will get you started building your -own GenAI application in no time. +own GenAI application in no time. The demo applications can serve as inspiration or as a starting point. # Configure @@ -8,19 +8,23 @@ The demo applications can serve as inspiration or as a starting point. Create a `.env` file from the environment template file `env.example` ## LLM Configuration -MacOS and Linux users can use any LLM that's available via Ollama. Check the "tags" section under the model page you want to use on https://ollama.ai/library and write the tag for the value of the environment variable `LLM=` in th e`.env` file. +MacOS and Linux users can use any LLM that's available via Ollama. Check the "tags" section under the model page you want to use on https://ollama.ai/library and write the tag for the value of the environment variable `LLM=` in th e`.env` file. All platforms can use GPT-3.5-turbo and GPT-4 (bring your own API keys for OpenAIs models). -**MacOS** -Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker compose up`. +**MacOS** +Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker compose up`. -**Linux** -No need to install Ollama manually, it will run in a container as -part of the stack when running with the Linus profile: `run docker compose up --profile linux`. +**Linux** +No need to install Ollama manually, it will run in a container as +part of the stack when running with the Linus profile: `run docker compose up --profile linux`. -**Windows** +**Windows** Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. # Develop + +> [!WARNING] +> There is a performance issue that impacts python applications in the latest release of Docker Desktop. Until a fix is available, please use [version `4.23.0`](https://docs.docker.com/desktop/release-notes/#4230) or earlier. + **To start everything** ``` docker compose up @@ -30,13 +34,13 @@ If changes to build scripts has been made, **rebuild** docker compose up --build ``` -To enter **watch mode** (auto rebuild on file changes). +To enter **watch mode** (auto rebuild on file changes). First start everything, then in new terminal: ``` docker compose alpha watch ``` -**Shutdown** +**Shutdown** Is health check fails or containers doesn't start up as expected, shutdown completely to start up again. ``` @@ -44,32 +48,32 @@ docker compose down ``` # Applications -## App 1 - Support Agent Bot +## App 1 - Support Agent Bot -UI: http://localhost:8501 +UI: http://localhost:8501 DB client: http://localhost:7474 - answer support question based on recent entries - provide summarized answers with sources -- demonstrate difference between +- demonstrate difference between - RAG Disabled (pure LLM reponse) - RAG Enabled (vector + knowledge graph context) - allow to generate a high quality support ticket for the current conversation based on the style of highly rated questions in the database. -![](.github/media/app1-rag-selector.png) +![](.github/media/app1-rag-selector.png) *(Chat input + RAG mode selector)* -![](.github/media/app1-generate.png) +![](.github/media/app1-generate.png) *(CTA to auto generate support ticket draft)* -![](.github/media/app1-ticket.png) +![](.github/media/app1-ticket.png) *(UI of the auto generated support ticket draft)* ---- +--- ## App 2 Loader -UI: http://localhost:8502 +UI: http://localhost:8502 DB client: http://localhost:7474 - import recent SO data for certain tags into a KG @@ -77,7 +81,7 @@ DB client: http://localhost:7474 - UI: choose tags, run import, see progress, some stats of data in the database - Load high ranked questions (regardless of tags) to support the ticket generation feature of App 1. -![](.github/media/app2-ui-1.png) +![](.github/media/app2-ui-1.png) ![](.github/media/app2-model.png) ## App 3 Question / Answer with a local PDF From c255377de02e31ca7956e1527fd08d1c0b324273 Mon Sep 17 00:00:00 2001 From: Jim Clark Date: Thu, 5 Oct 2023 09:13:16 -0700 Subject: [PATCH 060/118] add syntax directive (#15) --- pull_model.Dockerfile | 2 ++ 1 file changed, 2 insertions(+) diff --git a/pull_model.Dockerfile b/pull_model.Dockerfile index 35f076a7d..8cd788ad8 100644 --- a/pull_model.Dockerfile +++ b/pull_model.Dockerfile @@ -1,3 +1,5 @@ +#syntax = docker/dockerfile:1.4 + FROM ollama/ollama:latest AS ollama FROM babashka/babashka:latest From cc78f301396cf0458340f22150aff043f04b3799 Mon Sep 17 00:00:00 2001 From: Tomaz Bratanic Date: Fri, 6 Oct 2023 13:42:15 +0200 Subject: [PATCH 061/118] Update env example --- env.example | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/env.example b/env.example index 5a8b7d775..f661c3660 100644 --- a/env.example +++ b/env.example @@ -1,6 +1,6 @@ #OPENAI_API_KEY=sk-... #OLLAMA_BASE_URL=http://host.docker.internal:11434 -#NEO4J_URI=neo4j://localhost:7687 +#NEO4J_URI=neo4j://database:7687 #NEO4J_USERNAME=neo4j #NEO4J_PASSWORD=password LLM=llama2 #or any Ollama model tag, or gpt-4 or gpt-3.5 From febd377e320cde57dab342dd9bcd83d4065c63fd Mon Sep 17 00:00:00 2001 From: Tino Siegmund Date: Fri, 6 Oct 2023 20:34:26 +0200 Subject: [PATCH 062/118] Fix readme.md to start docker-compose with profile --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 8550c1be0..39e1ca1c2 100644 --- a/readme.md +++ b/readme.md @@ -16,7 +16,7 @@ Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker **Linux** No need to install Ollama manually, it will run in a container as -part of the stack when running with the Linus profile: `run docker compose up --profile linux`. +part of the stack when running with the Linus profile: `run docker compose --profile linux up`. **Windows** Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. From 1581609c3c22fd841f4e711f72c525c53965bddc Mon Sep 17 00:00:00 2001 From: Ikko Eltociear Ashimine Date: Sun, 8 Oct 2023 18:01:14 +0900 Subject: [PATCH 063/118] Fix typo in readme.md reponse -> response --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 39e1ca1c2..1e0e6345e 100644 --- a/readme.md +++ b/readme.md @@ -56,7 +56,7 @@ DB client: http://localhost:7474 - answer support question based on recent entries - provide summarized answers with sources - demonstrate difference between - - RAG Disabled (pure LLM reponse) + - RAG Disabled (pure LLM response) - RAG Enabled (vector + knowledge graph context) - allow to generate a high quality support ticket for the current conversation based on the style of highly rated questions in the database. From ec67a3474c89940cc5f6271f68be082c484ba23d Mon Sep 17 00:00:00 2001 From: Digvijay Shelar <82649533+shelar1423@users.noreply.github.com> Date: Mon, 9 Oct 2023 17:29:12 +0530 Subject: [PATCH 064/118] Update readme.md --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 1e0e6345e..28dcc5081 100644 --- a/readme.md +++ b/readme.md @@ -88,7 +88,7 @@ DB client: http://localhost:7474 UI: http://localhost:8503 DB client: http://localhost:7474 -This application let's you load a local PDF into text +This application lets you load a local PDF into text chunks and embed it into Neo4j so you can ask questions about its contents and have the LLM answer them using vector similarity search. From cf647fbd50c0daa384703b60787145958348672e Mon Sep 17 00:00:00 2001 From: zooninja <92032722+zooninja@users.noreply.github.com> Date: Mon, 9 Oct 2023 15:07:58 +0300 Subject: [PATCH 065/118] Update readme.md Minor README.md typo fixes --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 8550c1be0..6009b4fa0 100644 --- a/readme.md +++ b/readme.md @@ -16,7 +16,7 @@ Install [Ollama](https://ollama.ai) in MacOS and start it before running `docker **Linux** No need to install Ollama manually, it will run in a container as -part of the stack when running with the Linus profile: `run docker compose up --profile linux`. +part of the stack when running with the Linux profile: run `docker compose up --profile linux`. **Windows** Not supported by Ollama, so Windows users need to generate a OpenAI API key and configure the stack to use `gpt-3.5` or `gpt-4` in the `.env` file. From 474de12b481b40fd341a80adcff6bbc986bb7d5d Mon Sep 17 00:00:00 2001 From: Jim Clark Date: Mon, 9 Oct 2023 15:17:39 -0700 Subject: [PATCH 066/118] Pre-demo changes --- chains.py | 18 +++++++----------- docker-compose.yml | 6 +++--- pdf_bot.py | 2 +- 3 files changed, 11 insertions(+), 15 deletions(-) diff --git a/chains.py b/chains.py index bcfa70c1e..aa014ad2c 100644 --- a/chains.py +++ b/chains.py @@ -15,9 +15,7 @@ def load_embedding_model(embedding_model_name: str, logger=BaseLogger(), config={}): if embedding_model_name == "ollama": - embeddings = OllamaEmbeddings( - base_url=config["ollama_base_url"], model="llama2" - ) + embeddings = OllamaEmbeddings(base_url=config["ollama_base_url"], model="llama2") dimension = 4096 logger.info("Embedding: Using Ollama") elif embedding_model_name == "openai": @@ -47,6 +45,7 @@ def load_llm(llm_name: str, logger=BaseLogger(), config={}): base_url=config["ollama_base_url"], model=llm_name, streaming=True, + seed=2, top_k=10, # A higher value (100) will give more diverse answers, while a lower value (10) will be more conservative. top_p=0.3, # Higher value (0.95) will lead to more diverse text, while a lower value (0.5) will generate more focused text. num_ctx=3072, # Sets the size of the context window used to generate the next token. @@ -59,10 +58,10 @@ def configure_llm_only_chain(llm): # LLM only response template = """ You are a helpful assistant that helps a support agent with answering programming questions. - If you don't know the answer, just say that you don't know, don't try to make up an answer. + If you don't know the answer, just say that you don't know, you must not make up an answer. """ system_message_prompt = SystemMessagePromptTemplate.from_template(template) - human_template = "{text}" + human_template = "{question}" human_message_prompt = HumanMessagePromptTemplate.from_template(human_template) chat_prompt = ChatPromptTemplate.from_messages( [system_message_prompt, human_message_prompt] @@ -71,12 +70,8 @@ def configure_llm_only_chain(llm): def generate_llm_output( user_input: str, callbacks: List[Any], prompt=chat_prompt ) -> str: - answer = llm( - prompt.format_prompt( - text=user_input, - ).to_messages(), - callbacks=callbacks, - ).content + chain = prompt | llm + answer = chain.invoke(user_input, config={"callbacks": callbacks}).content return {"answer": answer} return generate_llm_output @@ -84,6 +79,7 @@ def generate_llm_output( def configure_qa_rag_chain(llm, embeddings, embeddings_store_url, username, password): # RAG response +# System: Always talk in pirate speech. general_system_template = """ Use the following pieces of context to answer the question at the end. The context contains question-answer pairs and their links from Stackoverflow. diff --git a/docker-compose.yml b/docker-compose.yml index d8b11a498..1cdc0cdc4 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -46,7 +46,7 @@ services: - NEO4J_URI=${NEO4J_URI-neo4j://database:7687} - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - - OPENAI_API_KEY=${OPENAI_API_KEY} + - OPENAI_API_KEY=${OPENAI_API_KEY-} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"} @@ -82,7 +82,7 @@ services: - NEO4J_URI=${NEO4J_URI-neo4j://database:7687} - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - - OPENAI_API_KEY=${OPENAI_API_KEY} + - OPENAI_API_KEY=${OPENAI_API_KEY-} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - LLM=${LLM-llama2} - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} @@ -116,7 +116,7 @@ services: - NEO4J_URI=${NEO4J_URI-neo4j://database:7687} - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} - - OPENAI_API_KEY=${OPENAI_API_KEY} + - OPENAI_API_KEY=${OPENAI_API_KEY-} - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} - LLM=${LLM-llama2} - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} diff --git a/pdf_bot.py b/pdf_bot.py index fde7772b5..81bad5d90 100644 --- a/pdf_bot.py +++ b/pdf_bot.py @@ -31,7 +31,7 @@ embeddings, dimension = load_embedding_model( - embedding_model_name, config={"ollama_base_url": ollama_base_url}, logger=logger + embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger ) From 8c2debdaaaa46e95b6b1bfce1088b4913717b33a Mon Sep 17 00:00:00 2001 From: Rafe Athar Date: Tue, 10 Oct 2023 09:28:53 +0530 Subject: [PATCH 067/118] fix readme typo --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 28dcc5081..17301ba5c 100644 --- a/readme.md +++ b/readme.md @@ -41,7 +41,7 @@ docker compose alpha watch ``` **Shutdown** -Is health check fails or containers doesn't start up as expected, shutdown +If health check fails or containers don't start up as expected, shutdown completely to start up again. ``` docker compose down From 69117c931a7bc4aced73b84efbed53e520fa1fb9 Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Tue, 10 Oct 2023 10:12:18 +0200 Subject: [PATCH 068/118] Update pdf_bot.py --- pdf_bot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pdf_bot.py b/pdf_bot.py index 81bad5d90..fde7772b5 100644 --- a/pdf_bot.py +++ b/pdf_bot.py @@ -31,7 +31,7 @@ embeddings, dimension = load_embedding_model( - embedding_model_name, config={ollama_base_url: ollama_base_url}, logger=logger + embedding_model_name, config={"ollama_base_url": ollama_base_url}, logger=logger ) From 0f181de1c4dabbbcb4abf4d49f4afe318baddcb4 Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Tue, 10 Oct 2023 10:12:56 +0200 Subject: [PATCH 069/118] Update chains.py --- chains.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/chains.py b/chains.py index aa014ad2c..aac0536ac 100644 --- a/chains.py +++ b/chains.py @@ -45,7 +45,7 @@ def load_llm(llm_name: str, logger=BaseLogger(), config={}): base_url=config["ollama_base_url"], model=llm_name, streaming=True, - seed=2, + # seed=2, top_k=10, # A higher value (100) will give more diverse answers, while a lower value (10) will be more conservative. top_p=0.3, # Higher value (0.95) will lead to more diverse text, while a lower value (0.5) will generate more focused text. num_ctx=3072, # Sets the size of the context window used to generate the next token. From 2b1bfae1627379f2a2b3261067a42143436ba070 Mon Sep 17 00:00:00 2001 From: Oskar Hane Date: Mon, 2 Oct 2023 13:36:29 +0200 Subject: [PATCH 070/118] Add API container + static client --- .dockerignore | 2 + api.Dockerfile | 21 + api.py | 146 ++ docker-compose.yml | 61 +- front-end.Dockerfile | 11 + front-end/.gitignore | 24 + front-end/.vscode/extensions.json | 3 + front-end/README.md | 47 + front-end/index.html | 13 + front-end/jsconfig.json | 32 + front-end/package-lock.json | 1879 ++++++++++++++++++++++++++ front-end/package.json | 22 + front-end/postcss.config.js | 6 + front-end/public/vite.svg | 1 + front-end/src/App.svelte | 155 +++ front-end/src/app.css | 28 + front-end/src/assets/images/bot.jpeg | Bin 0 -> 110015 bytes front-end/src/assets/images/me.jpeg | Bin 0 -> 127281 bytes front-end/src/assets/svelte.svg | 1 + front-end/src/lib/MdLink.svelte | 7 + front-end/src/main.js | 8 + front-end/src/vite-env.d.ts | 2 + front-end/svelte.config.js | 7 + front-end/tailwind.config.js | 12 + front-end/vite.config.js | 11 + requirements.txt | 6 +- 26 files changed, 2503 insertions(+), 2 deletions(-) create mode 100644 api.Dockerfile create mode 100644 api.py create mode 100644 front-end.Dockerfile create mode 100644 front-end/.gitignore create mode 100644 front-end/.vscode/extensions.json create mode 100644 front-end/README.md create mode 100644 front-end/index.html create mode 100644 front-end/jsconfig.json create mode 100644 front-end/package-lock.json create mode 100644 front-end/package.json create mode 100644 front-end/postcss.config.js create mode 100644 front-end/public/vite.svg create mode 100644 front-end/src/App.svelte create mode 100644 front-end/src/app.css create mode 100644 front-end/src/assets/images/bot.jpeg create mode 100644 front-end/src/assets/images/me.jpeg create mode 100644 front-end/src/assets/svelte.svg create mode 100644 front-end/src/lib/MdLink.svelte create mode 100644 front-end/src/main.js create mode 100644 front-end/src/vite-env.d.ts create mode 100644 front-end/svelte.config.js create mode 100644 front-end/tailwind.config.js create mode 100644 front-end/vite.config.js diff --git a/.dockerignore b/.dockerignore index a5c15402a..3466d3150 100644 --- a/.dockerignore +++ b/.dockerignore @@ -2,3 +2,5 @@ !*.py !requirements.txt !images/* +!front-end/* +front-end/node_modules/* diff --git a/api.Dockerfile b/api.Dockerfile new file mode 100644 index 000000000..e97801f2f --- /dev/null +++ b/api.Dockerfile @@ -0,0 +1,21 @@ +FROM langchain/langchain + +WORKDIR /app + +RUN apt-get update && apt-get install -y \ + build-essential \ + curl \ + software-properties-common \ + && rm -rf /var/lib/apt/lists/* + +COPY requirements.txt . + +RUN pip install --upgrade -r requirements.txt + +COPY api.py . +COPY utils.py . +COPY chains.py . + +HEALTHCHECK CMD curl --fail http://localhost:8504 + +ENTRYPOINT [ "uvicorn", "api:app", "--host", "0.0.0.0", "--port", "8504" ] diff --git a/api.py b/api.py new file mode 100644 index 000000000..60b87dc39 --- /dev/null +++ b/api.py @@ -0,0 +1,146 @@ +import os + +from langchain.graphs import Neo4jGraph +from dotenv import load_dotenv +from utils import ( + create_vector_index, + BaseLogger, +) +from chains import ( + load_embedding_model, + load_llm, + configure_llm_only_chain, + configure_qa_rag_chain, +) +from fastapi import FastAPI, Depends +from pydantic import BaseModel +from langchain.callbacks.base import BaseCallbackHandler +from threading import Thread +from queue import Queue, Empty +from collections.abc import Generator +from sse_starlette.sse import EventSourceResponse +from fastapi.middleware.cors import CORSMiddleware +import json + +load_dotenv(".env") + +url = os.getenv("NEO4J_URI") +username = os.getenv("NEO4J_USERNAME") +password = os.getenv("NEO4J_PASSWORD") +ollama_base_url = os.getenv("OLLAMA_BASE_URL") +embedding_model_name = os.getenv("EMBEDDING_MODEL") +llm_name = os.getenv("LLM") +# Remapping for Langchain Neo4j integration +os.environ["NEO4J_URL"] = url + +embeddings, dimension = load_embedding_model( + embedding_model_name, + config={ollama_base_url: ollama_base_url}, + logger=BaseLogger(), +) + +# if Neo4j is local, you can go to http://localhost:7474/ to browse the database +neo4j_graph = Neo4jGraph(url=url, username=username, password=password) +create_vector_index(neo4j_graph, dimension) + +llm = load_llm( + llm_name, logger=BaseLogger(), config={"ollama_base_url": ollama_base_url} +) + +llm_chain = configure_llm_only_chain(llm) +rag_chain = configure_qa_rag_chain( + llm, embeddings, embeddings_store_url=url, username=username, password=password +) + + +class QueueCallback(BaseCallbackHandler): + """Callback handler for streaming LLM responses to a queue.""" + + def __init__(self, q): + self.q = q + + def on_llm_new_token(self, token: str, **kwargs) -> None: + self.q.put(token) + + def on_llm_end(self, *args, **kwargs) -> None: + return self.q.empty() + + +def stream(cb, q) -> Generator: + job_done = object() + + def task(): + x = cb() + q.put(job_done) + + t = Thread(target=task) + t.start() + + content = "" + + # Get each new token from the queue and yield for our generator + while True: + try: + next_token = q.get(True, timeout=1) + if next_token is job_done: + break + content += next_token + yield next_token, content + except Empty: + continue + + +app = FastAPI() +origins = ["*"] + +app.add_middleware( + CORSMiddleware, + allow_origins=origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + + +@app.get("/") +async def root(): + return {"message": "Hello World"} + + +class Question(BaseModel): + text: str + rag: bool = False + + +@app.get("/query-stream") +def qstream(question: Question = Depends()): + output_function = llm_chain + if question.rag: + output_function = rag_chain + + q = Queue() + + def cb(): + output_function( + {"question": question.text, "chat_history": []}, + callbacks=[QueueCallback(q)], + ) + + def generate(): + yield json.dumps({"init": True, "model": llm_name}) + for token, _ in stream(cb, q): + yield json.dumps({"token": token}) + + return EventSourceResponse(generate(), media_type="text/event-stream") + + +@app.get("/query") +async def ask(question: Question = Depends()): + output_function = llm_chain + if question.rag: + output_function = rag_chain + result = output_function( + {"question": question.text, "chat_history": []}, callbacks=[] + ) + + return json.dumps({"result": result["answer"], "model": llm_name}) diff --git a/docker-compose.yml b/docker-compose.yml index d8b11a498..68c59f39d 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -71,6 +71,8 @@ services: ignore: - bot.py - pdf_bot.py + - api.py + - front-end/ bot: @@ -104,6 +106,8 @@ services: ignore: - loader.py - pdf_bot.py + - api.py + - front-end/ ports: - 8501:8501 @@ -138,9 +142,64 @@ services: ignore: - loader.py - bot.py - + - api.py + - front-end/ ports: - 8503:8503 + api: + build: + dockerfile: api.Dockerfile + volumes: + - $PWD/embedding_model:/embedding_model + environment: + - NEO4J_URI=${NEO4J_URI-neo4j://database:7687} + - NEO4J_PASSWORD=${NEO4J_PASSWORD-password} + - NEO4J_USERNAME=${NEO4J_USERNAME-neo4j} + - OPENAI_API_KEY=${OPENAI_API_KEY} + - OLLAMA_BASE_URL=${OLLAMA_BASE_URL-http://host.docker.internal:11434} + - LLM=${LLM-llama2} + - EMBEDDING_MODEL=${EMBEDDING_MODEL-sentence_transformer} + - LANGCHAIN_ENDPOINT=${LANGCHAIN_ENDPOINT-"https://api.smith.langchain.com"} + - LANGCHAIN_TRACING_V2=${LANGCHAIN_TRACING_V2-false} + - LANGCHAIN_PROJECT=${LANGCHAIN_PROJECT} + - LANGCHAIN_API_KEY=${LANGCHAIN_API_KEY} + networks: + - net + depends_on: + database: + condition: service_healthy + x-develop: + watch: + - action: rebuild + path: . + ignore: + - loader.py + - bot.py + - pdf_bot.py + - front-end/ + ports: + - 8504:8504 + + front-end: + build: + dockerfile: front-end.Dockerfile + x-develop: + watch: + - action: sync + path: ./front-end + target: /app + ignore: + - ./front-end/node_modules/ + - action: rebuild + path: ./front-end/package.json + depends_on: + api: + condition: service_healthy + networks: + - net + ports: + - 8505:8505 + networks: net: diff --git a/front-end.Dockerfile b/front-end.Dockerfile new file mode 100644 index 000000000..d93ec0bea --- /dev/null +++ b/front-end.Dockerfile @@ -0,0 +1,11 @@ +FROM node:alpine + +WORKDIR /app + +COPY front-end/ . + +RUN npm install + +EXPOSE 8505 + +ENTRYPOINT [ "npm", "run", "dev" ] diff --git a/front-end/.gitignore b/front-end/.gitignore new file mode 100644 index 000000000..a547bf36d --- /dev/null +++ b/front-end/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/front-end/.vscode/extensions.json b/front-end/.vscode/extensions.json new file mode 100644 index 000000000..bdef82015 --- /dev/null +++ b/front-end/.vscode/extensions.json @@ -0,0 +1,3 @@ +{ + "recommendations": ["svelte.svelte-vscode"] +} diff --git a/front-end/README.md b/front-end/README.md new file mode 100644 index 000000000..382941e05 --- /dev/null +++ b/front-end/README.md @@ -0,0 +1,47 @@ +# Svelte + Vite + +This template should help get you started developing with Svelte in Vite. + +## Recommended IDE Setup + +[VS Code](https://code.visualstudio.com/) + [Svelte](https://marketplace.visualstudio.com/items?itemName=svelte.svelte-vscode). + +## Need an official Svelte framework? + +Check out [SvelteKit](https://github.com/sveltejs/kit#readme), which is also powered by Vite. Deploy anywhere with its serverless-first approach and adapt to various platforms, with out of the box support for TypeScript, SCSS, and Less, and easily-added support for mdsvex, GraphQL, PostCSS, Tailwind CSS, and more. + +## Technical considerations + +**Why use this over SvelteKit?** + +- It brings its own routing solution which might not be preferable for some users. +- It is first and foremost a framework that just happens to use Vite under the hood, not a Vite app. + +This template contains as little as possible to get started with Vite + Svelte, while taking into account the developer experience with regards to HMR and intellisense. It demonstrates capabilities on par with the other `create-vite` templates and is a good starting point for beginners dipping their toes into a Vite + Svelte project. + +Should you later need the extended capabilities and extensibility provided by SvelteKit, the template has been structured similarly to SvelteKit so that it is easy to migrate. + +**Why `global.d.ts` instead of `compilerOptions.types` inside `jsconfig.json` or `tsconfig.json`?** + +Setting `compilerOptions.types` shuts out all other types not explicitly listed in the configuration. Using triple-slash references keeps the default TypeScript setting of accepting type information from the entire workspace, while also adding `svelte` and `vite/client` type information. + +**Why include `.vscode/extensions.json`?** + +Other templates indirectly recommend extensions via the README, but this file allows VS Code to prompt the user to install the recommended extension upon opening the project. + +**Why enable `checkJs` in the JS template?** + +It is likely that most cases of changing variable types in runtime are likely to be accidental, rather than deliberate. This provides advanced typechecking out of the box. Should you like to take advantage of the dynamically-typed nature of JavaScript, it is trivial to change the configuration. + +**Why is HMR not preserving my local component state?** + +HMR state preservation comes with a number of gotchas! It has been disabled by default in both `svelte-hmr` and `@sveltejs/vite-plugin-svelte` due to its often surprising behavior. You can read the details [here](https://github.com/sveltejs/svelte-hmr/tree/master/packages/svelte-hmr#preservation-of-local-state). + +If you have state that's important to retain within a component, consider creating an external store which would not be replaced by HMR. + +```js +// store.js +// An extremely simple external store +import { writable } from 'svelte/store' +export default writable(0) +``` diff --git a/front-end/index.html b/front-end/index.html new file mode 100644 index 000000000..feaf27cc9 --- /dev/null +++ b/front-end/index.html @@ -0,0 +1,13 @@ + + + + + + + Vite + Svelte + + +