https://github.com/isa1asn/local-rag

Local rag using ollama, langchain and chroma.
https://github.com/isa1asn/local-rag

chatbot chatpdf chroma langchain-python llama2 ollama rag streamlit

Last synced: about 2 months ago
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Local rag using ollama, langchain and chroma.

• Host: GitHub
• URL: https://github.com/isa1asn/local-rag
• Owner: Isa1asN
• License: mit
• Created: 2024-04-08T07:25:05.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-07-08T09:11:14.000Z (over 1 year ago)
• Last Synced: 2025-05-11T00:31:52.674Z (5 months ago)
• Topics: chatbot, chatpdf, chroma, langchain-python, llama2, ollama, rag, streamlit
• Language: Python
• Homepage:
• Size: 248 KB
• Stars: 25
• Watchers: 2
• Forks: 7
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

          








  

    


      

    

  


Local RAG: Langchain + Ollama + Streamlit 


  


    Build your own RAG (chatPDF) and run it locally.

  

  




Setups:

- install ollama from https://ollama.ai/ 

- pull the llama3:latest model on ollama using the command `ollama pull llama3:latest`

- install the requirements using `pip install -r requirements.txt`

- run the streamlit app using `streamlit run main.py`