rag-expert - RAG Knowledge Base Management Expert
Provides RAG knowledge base management including document uploading, vector indexing, semantic search, and document maintenance using LlamaIndex and ZhiPu AI.
Tags
Updated: 2026-09-17Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Upload document to knowledge base
- Query knowledge base semantically
- List imported documents
- Delete specified document
- Get knowledge base status
- Clear all knowledge base data
Inputs
- Documents in supported formats
- Natural language query text
- Document ID
Outputs
- Generated answer with reference sources
- Document metadata and upload status
- Knowledge base status details
- List of imported documents
Requirements
- ZHIPUAI_API_KEY environment variable
- ZhiPu AI glm-4-plus model access
- ZhiPu AI embedding-2 model access
- LlamaIndex framework support
- Storage directory read write permissions