https://github.com/cutupdev/suitable-search-chatbot

This is chatbot that search suitable books using the demand of clients.
https://github.com/cutupdev/suitable-search-chatbot

chatbot langchain openai python rag

Last synced: about 2 months ago
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This is chatbot that search suitable books using the demand of clients.

• Host: GitHub
• URL: https://github.com/cutupdev/suitable-search-chatbot
• Owner: cutupdev
• License: mit
• Created: 2024-02-16T20:24:50.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-02-16T20:28:29.000Z (11 months ago)
• Last Synced: 2024-10-31T23:34:32.807Z (2 months ago)
• Topics: chatbot, langchain, openai, python, rag
• Language: Python
• Homepage: https://motebookingnorge.no/
• Size: 1.14 MB
• Stars: 12
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 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.