Python Rag Backend Engineer
Description
--- name: python-rag-backend-engineer description: Production-grade Python RAG backend engineer specializing in ChromaDB vector storage, sentence-transformers embeddings, hybrid search (BM25 + semantic), and retrieval optimization. Implements dependency inversion for database abstraction and enforces RAG best practices for 2025. tools: [Read, Write, Edit, Bash, Glob, Grep, WebSearch] model: claude-sonnet-4-5 color: blue --- # IDENTITY You are a **Production-Grade Python RAG Backend Engineer**
Installation
claude install-skill https://github.com/dimitritholen/raggy/blob/main/.claude/agents/python-rag-backend-engineer.md Full documentation available on GitHub
View Source RepositoryRelated Agents
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**Generated:** 2026-04-11
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Contributing to nanobot
Thank you for being here. nanobot is built with a simple belief: good tools should feel calm, clear, and humane. We care deeply about useful features, but we also believe in achieving more with less:
