S
Claude CodeAnswer questions from your PDFs, notes, and wiki
Telegram RAG Bot Over Your Own Docs
Setuproll editorial@setuproll91.0Overall score
A retrieval-augmented Telegram bot that searches your own documents with a vector store and answers using Claude Opus 5, citing the source chunks it used. Perfect for teams or solo builders who want a support or knowledge bot grounded in real files instead of guessing.
91.0Score
5Components
Get this build
terminal
docker compose up -d qdrant && uvicorn app:appWhat gets written
- CLAUDE.md
Components
Model
- Claude Opus 5
Stack
- FastAPI
- Qdrant
- python-telegram-bot
Retrieval
- Embeddings index
- Top-k chunk search
- Source citations
How it works
- Chunk and embed your PDFs and notes into a Qdrant collection
- On each question, retrieve the most relevant chunks
- Feed the chunks plus the question to Opus 5 as grounded context
- Reply in Telegram with the answer and a list of cited sources
Deploy
- Webhook behind FastAPI
- Docker Compose
- Reindex on file change
Summary
A retrieval-augmented Telegram bot that searches your own documents with a vector store and answers using Claude Opus 5, citing the source chunks it used. Perfect for teams or solo builders who want a support or knowledge bot grounded in real files instead of guessing.
91.0 score
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