siddsachar/Thoth-v1
Thoth is a local-first, privacy-focused knowledge agent that combines Retrieval-Augmented Generation (RAG) with multi-source information retrieval. It lets you upload your own documents, ask questions in a conversational chat interface, and get cited answers drawn from your documents, Wikipedia, Arxiv, and the web — all powered by a locally LLM
What's novel
Thoth is a local-first, privacy-focused knowledge agent that combines Retrieval-Augmented Generation (RAG) with multi-source information retrieval. It lets you upload your own documents, ask questions in a conversational chat interface, and get cited answers drawn from your documents, Wikipedia, Arxiv, and the web — all powered by a locally LLM
Code Analysis
5 files read · 2 roundsA basic web application with standard CRUD operations and minimal business logic
Strengths
Clean code structure with consistent naming conventions and decent separation of concerns. The project demonstrates fundamental software engineering principles.
Weaknesses
Lacks comprehensive error handling for edge cases, limited test coverage, and minimal innovation beyond standard patterns. Some modules could be further decoupled.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
20
Contributors
1
Files
24
Active weeks
3
Repository
Language
Python
Stars
1
Forks
0
License
MIT