rag-auto-lookup
CommunityQuery memory context before every response.
AuthorcrycriM
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automatically inject relevant context from a local RAG store into responses by querying the RAG service on each user message.
Core Features & Use Cases
- Always query the local RAG service (ChromaDB on port 8001) to fetch the most relevant vault context prior to composing a reply.
- Distance-filtered results: use entries with distance <= 1.2 to improve accuracy; gracefully ignore others.
- Robust fallback: if the RAG service is unavailable, continue responding without external context and log the incident for later reindex.
- Use cases include live support conversations, knowledge retrieval, and multi-topic chats requiring cross-vault context.
Quick Start
Enable the RAG auto-lookup to query the local ChromaDB service on port 8001 for relevant vault context before composing each response.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: rag-auto-lookup Download link: https://github.com/crycriM/hermes-skills/archive/main.zip#rag-auto-lookup Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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