rag-auto-lookup

Community

Query 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 required

Components

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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