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In this repo I have colllected all the work to develop an AI assistant based on LangChain and OCI Generative AI

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luigisaetta/langchain2024_2025

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LICENSE
LICENSE
 
 
README.md
README.md
 
 
add_docs_oracle_vector_store_new.ipynb
add_docs_oracle_vector_store_new.ipynb
 
 
analyze_chunks.py
analyze_chunks.py
 
 
answer_rfp.ipynb
answer_rfp.ipynb
 
 
chain_memory.ipynb
chain_memory.ipynb
 
 
chain_no_memory.ipynb
chain_no_memory.ipynb
 
 
chunk_index_utils.py
chunk_index_utils.py
 
 
config.py
config.py
 
 
config_rfx.py
config_rfx.py
 
 
factory.py
factory.py
 
 
factory_rfx.py
factory_rfx.py
 
 
factory_vector_store.py
factory_vector_store.py
 
 
hybrid_query.ipynb
hybrid_query.ipynb
 
 
load_opensearch.ipynb
load_opensearch.ipynb
 
 
load_opensearch.py
load_opensearch.py
 
 
load_oracle_vector_store.ipynb
load_oracle_vector_store.ipynb
 
 
load_oracle_vector_store_new.ipynb
load_oracle_vector_store_new.ipynb
 
 
load_qdrant.ipynb
load_qdrant.ipynb
 
 
my_prompts.py
my_prompts.py
 
 
oci_cohere_embeddings_utils.py
oci_cohere_embeddings_utils.py
 
 
oracle_chat_prompts.py
oracle_chat_prompts.py
 
 
oracle_chat_tests.py
oracle_chat_tests.py
 
 
oracle_chat_with_memory.py
oracle_chat_with_memory.py
 
 
oracle_vector_db_lc.py
oracle_vector_db_lc.py
 
 
pylint.sh
pylint.sh
 
 
rebuild_faiss_index.py
rebuild_faiss_index.py
 
 
run_analyze_chunks.sh
run_analyze_chunks.sh
 
 
run_oracle_chat_with_memory.sh
run_oracle_chat_with_memory.sh
 
 
screenshot.png
screenshot.png
 
 
template_4_config_private.py
template_4_config_private.py
 
 
test_23ai_vs.ipynb
test_23ai_vs.ipynb
 
 
test_oci_api.ipynb
test_oci_api.ipynb
 
 
test_opensearch.ipynb
test_opensearch.ipynb
 
 
test_opensearch.py
test_opensearch.py
 
 
test_prompt1.ipynb
test_prompt1.ipynb
 
 
test_retriever1.ipynb
test_retriever1.ipynb
 
 
utils.py
utils.py
 
 

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Knowledge Assistant with LangChain

Code style: black

Here you'll find all the code to develop a RAG Knowledge Assistant

The UI of the Knowledge Assistant you can build using following examples.

screenshot

Features

  • Retrieval Augmented Generation (RAG)
  • Manage the chat history
  • List of references
  • Support Cohere Embeddings and LLM (comand-r...)
  • Support OCI Generative AI Service
  • Support for local FAISS Vector Store
  • Support for local QDRANT Vector Store
  • (30/04/2024) added OpenSearch as Vector Store
  • (14/05) Oracle AI Vector Search

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In this repo I have colllected all the work to develop an AI assistant based on LangChain and OCI Generative AI

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