avrabyt/RAG-Chatbot

RAG enabled Chatbots using LangChain and Databutton

48
/ 100
Emerging

Implements PDF document indexing and semantic similarity search to augment LLM prompts with relevant context from uploaded files, with session-based index caching and secure API key management through Databutton's secret store. The architecture separates concerns into frontend (Streamlit/Databutton app), document processing pipeline (PDF parsing and vector indexing), and LLM integration, retrieving top-N semantically similar chunks before passing them to the language model for context-aware generation.

166 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 22 / 25

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Stars

166

Forks

52

Language

Python

License

MIT

Last pushed

Nov 06, 2023

Commits (30d)

0

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