https://github.com/nayeem01/chat-with-docs

A chat application that helps users communicate about their documents.
https://github.com/nayeem01/chat-with-docs

chromadb daisyui fastapi langchain nextjs14 python websocket

Last synced: about 8 hours ago
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A chat application that helps users communicate about their documents.

• Host: GitHub
• URL: https://github.com/nayeem01/chat-with-docs
• Owner: nayeem01
• License: apache-2.0
• Created: 2024-08-11T04:02:46.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-24T10:54:31.000Z (3 months ago)
• Last Synced: 2024-08-25T07:27:05.602Z (3 months ago)
• Topics: chromadb, daisyui, fastapi, langchain, nextjs14, python, websocket
• Language: Jupyter Notebook
• Homepage:
• Size: 434 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

Awesome Lists containing this project

README

        
### Chat with Docs !!

- [x] REST API create embeddings and store them in ChromaDB

- [x] Huggingface LLMs integration

- [x] LLM chat with websocket

- [x] Conversational RAG

- [x] Frontend UI with NextJs

### List of LLMs

- Question answering: HuggingFaceH4/zephyr-7b-beta

- Embedding: all-MiniLM-L6-v2

### Chat output

![output](./assets/GPT_Chat.gif)