test-rag
CommunityValidate RAG end-to-end with a live test.
Authorcaptainsparrow10
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Tests and validates the full RAG pipeline by starting the FastAPI server and issuing a sample query.
Core Features & Use Cases
- Orchestrates end-to-end testing of the RAG stack including retrieval from Qdrant, document storage in MongoDB, and LLM responses via Groq.
- Provides a quick verification path during CI or local development to confirm services are up and producing coherent results.
Quick Start
Start the FastAPI server, verify that Docker containers for MongoDB and Qdrant are running, and send a sample RAG query to observe the 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: test-rag Download link: https://github.com/captainsparrow10/LLM-ENGINEERS-HANDBOOK/archive/main.zip#test-rag Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.