Skip to content

Open source RAG with Llama Index for Japanese LLM in low resource settting

License

Notifications You must be signed in to change notification settings

AkimfromParis/RAG-Japanese

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 

Repository files navigation

Open-source RAG for Japanese LLM in low-resource settings

  1. Llama-Index as a data framework
  2. Embeddings from Multi-lingual E5 from Microsoft
  3. Elyza as LLM based on LlaMA 2 (Facebook/Meta)
  4. 4Bits quantized by Bitsandbytes (served by Hugging Face Accelerate)
  5. CJKPDFReader loader for Japanese PDF files
  6. Open source Vector database (Postgres + PGVector)
  7. Vanilla hybrid search
  8. Ngrok for TCP tunneling
  9. Q&A test
  10. Conclusion

About

Open source RAG with Llama Index for Japanese LLM in low resource settting

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published