neuron-rag
Implement RAG (Retrieval-Augmented Generation) with Neuron AI including vector stores, embeddings providers, document loaders, retrieval strategies, and metadata filtering. Use this skill whenever the user mentions RAG, retrieval, vector search, document retrieval, semantic search, knowledge bases, chat with documents, or wants to build AI systems that can query and understand external documents. Also trigger for tasks involving vector databases, embeddings, document chunking, document schemas and metadata validation (DocumentSchema), ingestion and reindexing, retrieval strategies, or filterin
Why this score
This repo hosts 10 skills, so its 2,148 stars are split between them (about 215 each) for scoring.
Popularity score: 72/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 8138e4baee8a, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneneuron-rag neuron-core/neuron-ai · Skill | 72 | ★ 2.1k | ≈153 always | 19d ago |
| rag giuseppe-trisciuoglio/developer-kit · Skill Same job: ai engineering | 59 | ★ 360 | ≈62 always | 2mo ago |
| evaluate-rag ai-evals-course/evals-skills · Skill Same job: ai engineering | 66 | ★ 1.5k | ≈20 always | 1mo ago |
| rag-eval NVIDIA-AI-Blueprints/rag · Skill Same job: ai engineering | 71 | ★ 794 | ≈26 always | 2mo ago |
| weknora-rag-search Tencent/WeKnora · Skill Same job: ai engineering | 84 | ★ 35k | ≈56 always | 16d ago |
| mcp-local-rag shinpr/mcp-local-rag · Skill Same job: ai engineering | 76 | ★ 415 | ≈57 always | 16d ago |