Vibe Coding DiscoverDocPaws
View on GitHub工程化 RAG 文档助手：知识库、PDF 索引、Agent 工具编排、scope 检索、引用溯源与拒答阈值。FastAPI + Vue3
A self-hosted RAG document assistant with PDF ingestion, incremental indexing, scoped retrieval, streaming chat, citations, and threshold-based refusal. Includes a Vue interface and a reproducible evaluation set.
Use Cases
Build a searchable personal document knowledge baseAsk questions about uploaded PDFs with source citationsLimit retrieval to a knowledge base, folder, or fileRefuse answers when retrieved evidence is insufficientRun regression evaluations on RAG retrieval and answers
Built With
- Language
- Python
- Frameworks
- LangChain · FastAPI · Vue 3 · SQLModel · FAISS · Celery
Tags
RAG · document assistant · PDF indexing · knowledge base · citations · scope retrieval · refusal threshold · RAG evaluation