/suitable-search-chatbot

This is chatbot that search suitable books using the demand of clients.

Primary LanguagePythonMIT LicenseMIT

custom-chatbot

Custom Chatbot using (RAG) Retrieval-augmented generation, Pinecone and Langchain.

Given the private files,

  • You can ask questions on those files
  • sentence-transformers/all-MiniLM-L6-v2 will go and perform similarity search and find relevant chunks of data stored in Pinecone vector store
  • Question, relevant chunks of data will then be passed to llm (OpenAI) as a prompt using Langchain
  • llm (OpenAI Model) will give a response
  • That response will be displayed on screen using streamlit.