diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..c4dcfcc Binary files /dev/null and b/.DS_Store differ diff --git a/.vscode/launch.json b/.vscode/launch.json index 53bc9ec..634988b 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -4,11 +4,20 @@ // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 "version": "0.2.0", "configurations": [ + { + "name": "Python Debugger: Current File", + "type": "debugpy", + "request": "launch", + "program": "${file}", + "justMyCode": false, + "console": "integratedTerminal" + }, { "name": "Python:Streamlit", "type": "debugpy", "request": "launch", "module": "streamlit", + "justMyCode": false, "args": [ "run", "app/streamlit_app.py", diff --git a/app/rag_chain.py b/app/rag_chain.py index df883e7..aaa7b60 100644 --- a/app/rag_chain.py +++ b/app/rag_chain.py @@ -1,5 +1,5 @@ from llm.ollama import load_llm -from vectordb.vector_store import retrieve +from vectordb.azure_search import retrieve from langchain.prompts import PromptTemplate from langchain_core.output_parsers import StrOutputParser @@ -16,24 +16,29 @@ prompt = PromptTemplate( input_variables=["question", "documents"], ) -def get_rag_response(query): - print("⌄⌄⌄⌄ Retrieving ⌄⌄⌄⌄") - retrieved_docs, metadata = retrieve(query, 10) - print("Query Found %d documents." % len(retrieved_docs[0])) - for meta in metadata[0]: - print("Metadata: ", meta) - print("⌃⌃⌃⌃ Retrieving ⌃⌃⌃⌃ " ) - print("⌄⌄⌄⌄ Augmented Prompt ⌄⌄⌄⌄") - llm = load_llm() - # Create a chain combining the prompt template and LLM - rag_chain = prompt | llm | StrOutputParser() - context = " ".join(retrieved_docs[0]) if retrieved_docs else "No relevant documents found." - print("⌃⌃⌃⌃ Augmented Prompt ⌃⌃⌃⌃") - - print("⌄⌄⌄⌄ Generation ⌄⌄⌄⌄") - response = rag_chain.invoke({"question": query, "context": context}); - print(response) - print("⌃⌃⌃⌃ Generation ⌃⌃⌃⌃") - - return response +def get_rag_response(query): + print("⌄⌄⌄⌄ Retrieving ⌄⌄⌄⌄") + retrieved_docs = retrieve(query, 10) + print("Query Found %d documents." % len(retrieved_docs)) + + print("⌃⌃⌃⌃ Retrieving ⌃⌃⌃⌃ ") + + print("⌄⌄⌄⌄ Augmented Prompt ⌄⌄⌄⌄") + llm = load_llm() + # Create a chain combining the prompt template and LLM + rag_chain = prompt | llm | StrOutputParser() + context = ( + (" ".join(doc.page_content) for doc in retrieved_docs) + if retrieved_docs + else "No relevant documents found." + ) + + print("⌃⌃⌃⌃ Augmented Prompt ⌃⌃⌃⌃") + + print("⌄⌄⌄⌄ Generation ⌄⌄⌄⌄") + response = rag_chain.invoke({"question": query, "context": context}) + print(response) + print("⌃⌃⌃⌃ Generation ⌃⌃⌃⌃") + + return response diff --git a/app/streamlit_app.py b/app/streamlit_app.py index b8ec116..4e68d9c 100644 --- a/app/streamlit_app.py +++ b/app/streamlit_app.py @@ -4,6 +4,6 @@ from app.rag_chain import get_rag_response st.title("RAG System") query = st.text_input("Ask a question:") if query: - response = get_rag_response(query) - st.write("### Response:") - st.write(response) + response = get_rag_response(query) + st.write("### Response:") + st.write(response) diff --git a/clearIndex.py b/clearIndex.py new file mode 100644 index 0000000..1bc7786 --- /dev/null +++ b/clearIndex.py @@ -0,0 +1,10 @@ +from vectordb.azure_search import delete_all_documents + + +def main(): + print("Deleting documents...") + delete_all_documents() + + +if __name__ == "__main__": + main() diff --git a/llm/ollama.py b/llm/ollama.py index 0ce9bb3..0014f7e 100644 --- a/llm/ollama.py +++ b/llm/ollama.py @@ -1,7 +1,5 @@ from langchain_ollama import OllamaLLM + def load_llm(): - return OllamaLLM( - model="llama3.2", - base_url="http://localhost:11434", - temperature=0) \ No newline at end of file + return OllamaLLM(model="llama3.2", base_url="http://localhost:11434", temperature=0) diff --git a/loaders/firecrawl.py b/loaders/firecrawl.py index 2af834c..8864485 100644 --- a/loaders/firecrawl.py +++ b/loaders/firecrawl.py @@ -58,17 +58,11 @@ class FireCrawlLoader(BaseLoader): def lazy_load(self) -> Iterator[Document]: if self.mode == "scrape": - firecrawl_docs = [ - self.firecrawl.scrape_url( - self.url, **self.params - ) - ] + firecrawl_docs = [self.firecrawl.scrape_url(self.url, **self.params)] elif self.mode == "crawl": if not self.url: raise ValueError("URL is required for crawl mode") - crawl_response = self.firecrawl.crawl_url( - self.url, **self.params - ) + crawl_response = self.firecrawl.crawl_url(self.url, **self.params) firecrawl_docs = crawl_response.data or [] elif self.mode == "map": if not self.url: @@ -94,9 +88,7 @@ class FireCrawlLoader(BaseLoader): page_content = doc metadata = {} else: - page_content = ( - doc.markdown or doc.html or doc.rawHtml or "" - ) + page_content = doc.markdown or doc.html or doc.rawHtml or "" metadata = doc.metadata or {} if not page_content: continue diff --git a/loaders/pdf_loader.py b/loaders/pdf_loader.py index fb08540..3b3ece8 100644 --- a/loaders/pdf_loader.py +++ b/loaders/pdf_loader.py @@ -1,16 +1,11 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter from langchain_community.document_loaders import PyPDFLoader + + def load_pdf(file_path): - loader = PyPDFLoader(file_path) - pages = loader.load() - print(f"Loaded {len(pages)} documents from {file_path}") - splitter = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=50) - splits = splitter.split_documents(pages) - documents = [] - metadatas = [] - - for split in splits: - documents.append(split.page_content) - metadatas.append(split.metadata) - - return (documents, metadatas) + loader = PyPDFLoader(file_path) + splitter = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=50) + documents = loader.load_and_split(splitter) + print(f"Loaded and Split into {len(documents)} documents from {file_path}") + + return documents diff --git a/loaders/web_loader.py b/loaders/web_loader.py index 15d14b5..d64bce0 100644 --- a/loaders/web_loader.py +++ b/loaders/web_loader.py @@ -3,23 +3,30 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter from loaders.firecrawl import FireCrawlLoader - def load_web_crawl(url): - + documents = [] metadatas = [] - + loader = FireCrawlLoader( - url=url, api_key="changeme", api_url="http://localhost:3002", mode="crawl", params={ "limit": 100, "include_paths": ["/.*"], "ignore_sitemap": True, "poll_interval": 5 } + url=url, + api_key="changeme", + api_url="http://localhost:3002", + mode="crawl", + params={ + "limit": 100, + "include_paths": ["/.*"], + "ignore_sitemap": True, + "poll_interval": 5, + }, ) docs = [] docs_lazy = loader.load() for doc in docs_lazy: - print('.', end="") + print(".", end="") docs.append(doc) print() - - + # Load documents from the URLs # docs = [WebBaseLoader(url).load() for url in urls] # docs_list = [item for sublist in docs for item in sublist] @@ -33,5 +40,5 @@ def load_web_crawl(url): for split in splits: documents.append(split.page_content) metadatas.append(split.metadata) - - return (documents, metadatas) \ No newline at end of file + + return (documents, metadatas) diff --git a/main.py b/main.py index 3444854..df253a7 100644 --- a/main.py +++ b/main.py @@ -1,16 +1,20 @@ from loaders.pdf_loader import load_pdf from loaders.web_loader import load_web_crawl -from vectordb.vector_store import add_documents +from vectordb.azure_search import add_documents + def main(): - print("[1/2] Splitting and processing documents...") - # pdf_documents = load_pdf("data/verint-responsible-ethical-ai.pdf") - # web_documents = load_web(["https://excalibur.mgmresorts.com/en.html"]) - web_documents = load_web_crawl("https://firecrawl.dev") - print("[2/2] Generating and storing embeddings...") - # add_documents(pdf_documents) - add_documents(web_documents) - print("Embeddings stored. You can now run the Streamlit app with:\n") - print(" streamlit run app/streamlit_app.py") + print("[1/2] Splitting and processing documents...") + pdf_documents = load_pdf("data/verint-responsible-ethical-ai.pdf") + # web_documents = load_web_crawl(["https://excalibur.mgmresorts.com/en.html"]) + # web_documents = load_web_crawl(["https://www.verint.com"]) + # web_documents = load_web_crawl("https://firecrawl.dev") + print("[2/2] Generating and storing embeddings...") + add_documents(pdf_documents) + # add_documents(web_documents) + print("Embeddings stored. You can now run the Streamlit app with:\n") + print(" streamlit run app/streamlit_app.py") + + if __name__ == "__main__": - main() + main() diff --git a/requirements.txt b/requirements.txt index 65933af..d9b4023 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,6 +1,7 @@ langchain langchain-community langchain-chroma +langchain-openai chromadb pypdf streamlit @@ -8,4 +9,8 @@ ollama langchain_ollama bs4 tiktoken -firecrawl-py \ No newline at end of file +firecrawl-py +azure-search-documents +azure-identity +python-dotenv +black diff --git a/retriever/.gitignore b/retriever/.gitignore new file mode 100644 index 0000000..713d500 --- /dev/null +++ b/retriever/.gitignore @@ -0,0 +1,2 @@ +node_modules/ +.env diff --git a/retriever/index.js b/retriever/index.js new file mode 100644 index 0000000..d9fe60b --- /dev/null +++ b/retriever/index.js @@ -0,0 +1,59 @@ +import { + AzureAISearchVectorStore, + AzureAISearchQueryType, +} from "@langchain/community/vectorstores/azure_aisearch"; +import { OpenAIEmbeddings, AzureOpenAIEmbeddings } from "@langchain/openai"; + +const query = process.argv[2] || "What is CX Automation?"; + +// the RAG widget uses the OpenAIEmbeddings class but the config will not work because you cannot pass in the api-version param. DO NOT USE +// const embedding = new OpenAIEmbeddings({ +// openAIApiKey: openAIApiKey, +// configuration: { +// baseURL: `https://${azureOpenAIApiInstanceName}.openai.azure.com/openai/deployments/${azureOpenAIApiDeploymentName}?api-version=${azureOpenAIApiVersion}`, +// }, +// }) + +const embedding = new AzureOpenAIEmbeddings({ + azureOpenAIApiInstanceName: process.env.AZURE_OPENAI_API_INSTANCE_NAME, + azureOpenAIApiDeploymentName: process.env.AZURE_OPENAI_API_DEPLOYMENT_NAME, + azureOpenAIApiVersion: process.env.AZURE_OPENAI_API_VERSION, + azureOpenAIApiKey: process.env.AZURE_OPENAI_API_KEY, +}); + +const store = new AzureAISearchVectorStore(embedding, { + endpoint: process.env.AZURE_AISEARCH_ENDPOINT, + key: process.env.AZURE_AISEARCH_KEY, + indexName: process.env.AZURE_AISEARCH_INDEX_NAME, + search: { + type: AzureAISearchQueryType.SimilarityHybrid, + }, +}); + +function getSourceId(document) { + if (document.metadata) { + const mergedMetadata = Object.values(document.metadata).join(""); + const metatDataObj = JSON.parse(mergedMetadata); + return metatDataObj.source; + } else return undefined; +} + +const resultDocuments = await store.similaritySearch(query); +const sources = resultDocuments.map((doc) => ({ + source_id: getSourceId(doc), + text: doc.pageContent, +})); + +const cqaSources = { + instances: [ + { + sources: sources, + question: query, + knowledgebase_description: process.env.AZURE_AISEARCH_INDEX_NAME, + extra_guidance: "", + language_code: "en-GB", + }, + ], +}; + +console.log(JSON.stringify(cqaSources, null, 2)); diff --git a/retriever/package-lock.json b/retriever/package-lock.json new file mode 100644 index 0000000..24cd772 --- /dev/null +++ b/retriever/package-lock.json @@ -0,0 +1,2425 @@ +{ + "name": "retriever", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "retriever", + "version": "1.0.0", + "license": "MIT", + "dependencies": { + 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b/retriever/package.json @@ -0,0 +1,17 @@ +{ + "name": "retriever", + "version": "1.0.0", + "main": "index.js", + "scripts": { + "test": "node --env-file=.env index.js \"What is Verint?\"" + }, + "author": "", + "license": "MIT", + "description": "", + "dependencies": { + "@azure/search-documents": "^12.1.0", + "@langchain/community": "^0.3.43", + "@langchain/core": "^0.3.56" + }, + "type": "module" +} diff --git a/shell.nix b/shell.nix deleted file mode 100644 index 553d0e5..0000000 --- a/shell.nix +++ /dev/null @@ -1,14 +0,0 @@ -let - pkgs = import {}; -in pkgs.mkShell { - packages = [ - (pkgs.python3.withPackages (python-pkgs: [ - python-pkgs.langchain - python-pkgs.langchain-community - python-pkgs.chromadb - python-pkgs.pypdf - python-pkgs.streamlit - python-pkgs.ollama - ])) - ]; -} diff --git a/vectordb/azure_search.py b/vectordb/azure_search.py new file mode 100644 index 0000000..01d08b8 --- /dev/null +++ b/vectordb/azure_search.py @@ -0,0 +1,139 @@ +import os + +from typing import Tuple +from langchain_community.vectorstores.azuresearch import AzureSearch +from langchain_openai import AzureOpenAIEmbeddings, OpenAIEmbeddings +from dotenv import load_dotenv +from uuid import uuid4 + +load_dotenv() # take environment variables +required_env_vars = [ + "AZURE_DEPLOYMENT", + "AZURE_OPENAI_API_VERSION", + "AZURE_ENDPOINT", + "AZURE_OPENAI_API_KEY", + "VECTOR_STORE_ADDRESS", + "VECTOR_STORE_PASSWORD", + "INDEX_NAME", + "RETRY_TOTAL", +] + +missing_vars = [var for var in required_env_vars if not os.environ.get(var)] +if missing_vars: + raise ValueError( + f"Missing required environment variables: {', '.join(missing_vars)}" + ) + +# Use AzureOpenAIEmbeddings with an Azure account +embeddings: AzureOpenAIEmbeddings = AzureOpenAIEmbeddings( + azure_deployment=os.getenv("AZURE_DEPLOYMENT"), + openai_api_version=os.getenv("AZURE_OPENAI_API_VERSION"), + azure_endpoint=os.getenv("AZURE_ENDPOINT"), + api_key=os.getenv("AZURE_OPENAI_API_KEY"), +) + +# Specify additional properties for the Azure client such as the following https://github.com/Azure/azure-sdk-for-python/blob/main/sdk/core/azure-core/README.md#configurations +vector_store: AzureSearch = AzureSearch( + azure_search_endpoint=os.getenv("VECTOR_STORE_ADDRESS"), + azure_search_key=os.getenv("VECTOR_STORE_PASSWORD"), + index_name=os.getenv("INDEX_NAME"), + embedding_function=embeddings.embed_query, + # Configure max retries for the Azure client + additional_search_client_options={"retry_total": os.getenv("RETRY_TOTAL")}, +) + + +def get_document_id(document): + """ + Get the document ID from the document object. + """ + if hasattr(document, "metadata") and "id" in document.metadata: + return document.metadata["id"] + elif hasattr(document, "id"): + return document.id + else: + raise ValueError("Document does not have a valid ID.") + + +def delete_all_documents(): + """ + Delete all documents from the AzureSearch vector store. + """ + try: + + docs_to_delete = [] + while True: + # Delete all documents in the index + docs_to_delete = retrieve("", 10) + + vector_store.delete(list(map(get_document_id, docs_to_delete))) + if len(docs_to_delete) > 0: + continue + else: + break + + print("All documents deleted successfully.") + except Exception as e: + print(f"Error deleting documents: {str(e)}") + + +def add_documents(documents): + # uuids = [str(uuid4()) for _ in range(len(documents))] + + try: + vector_store.add_documents(documents) + except Exception as e: + print(f"Error adding document to vector store: {str(e)}") + + +def retrieve(query_text, n_results=1): + # Perform a similarity search + docs = vector_store.similarity_search( + query=query_text, + k=n_results, + search_type="similarity", + ) + return docs + + +# def add_document_to_vector_store(document): +# """ +# Add a document to the AzureSearch vector store. + +# Args: +# vector_store: The initialized AzureSearch vector store instance. +# document: A dictionary or object representing the document to be added. +# Example format: +# { +# "id": "unique_document_id", +# "content": "The text content of the document", +# "metadata": { +# "source": "source_url", +# "created": "2025-03-04T14:14:40.421666", +# "modified": "2025-03-04T14:14:40.421666" +# } +# } +# """ +# try: + +# # Add the document to the vector store +# vector_store.add_documents([document]) +# print(f"Document with ID {document['id']} added successfully.") +# except Exception as e: +# print(f"Error adding document to vector store: {str(e)}") + +# add_document_to_vector_store("https://api.python.langchain.com/en/latest/langchain_api_reference.html",None) +# Example document to add + +# doc = Document( +# page_content="This is the content of the document.For testing IVA demo integration ", +# metadata= { +# "source": "https://example.com/source", +# "created": "2025-03-04T14:14:40.421666", +# "modified": "2025-03-04T14:14:40.421666" +# } +# ) +# Add the document to the vector store +# add_document_to_vector_store( doc) + +# result = retrieve("iva",1) diff --git a/vectordb/vector_store.py b/vectordb/chromadb.py similarity index 78% rename from vectordb/vector_store.py rename to vectordb/chromadb.py index 024aa6c..aa62518 100644 --- a/vectordb/vector_store.py +++ b/vectordb/chromadb.py @@ -2,11 +2,12 @@ from typing import Tuple import chromadb from langchain_chroma import Chroma from uuid import uuid4 + # from chromadb.utils.embedding_functions.ollama_embedding_function import ( # OllamaEmbeddingFunction, # ) from langchain_ollama import OllamaEmbeddings -from chromadb.api.types import (Metadata,Document,OneOrMany) +from chromadb.api.types import Metadata, Document, OneOrMany # Define a custom embedding function for ChromaDB using Ollama @@ -14,6 +15,7 @@ class ChromaDBEmbeddingFunction: """ Custom embedding function for ChromaDB using embeddings from Ollama. """ + def __init__(self, langchain_embeddings): self.langchain_embeddings = langchain_embeddings @@ -23,11 +25,12 @@ class ChromaDBEmbeddingFunction: input = [input] return self.langchain_embeddings.embed_documents(input) + # Initialize the embedding function with Ollama embeddings embedding = ChromaDBEmbeddingFunction( OllamaEmbeddings( model="nomic-embed-text", - base_url="http://localhost:11434" # Adjust the base URL as per your Ollama server configuration + base_url="http://localhost:11434", # Adjust the base URL as per your Ollama server configuration ) ) @@ -36,18 +39,17 @@ persistent_client = chromadb.PersistentClient() collection = persistent_client.get_or_create_collection( name="collection_name", metadata={"description": "A collection for RAG with Ollama - Demo1"}, - embedding_function=embedding # Use the custom embedding function) + embedding_function=embedding, # Use the custom embedding function) ) + def add_documents(documents: Tuple[OneOrMany[Document], OneOrMany[Metadata]]): docs, metas = documents uuids = [str(uuid4()) for _ in range(len(docs))] collection.add(documents=docs, ids=uuids, metadatas=metas) - + + def retrieve(query_text, n_results=1): # return vector_store.similarity_search(query, k=3) - results = collection.query( - query_texts=[query_text], - n_results=n_results - ) - return results["documents"], results["metadatas"] \ No newline at end of file + results = collection.query(query_texts=[query_text], n_results=n_results) + return results["documents"], results["metadatas"]