cyberneticlibrary

Build RAG pipeline for knowledge extraction

llm-pipelineskillsetup L2381
majiayu000/claude-skill-registry
What it does

Pydantic-AI agents, RAG, embeddings for Pulse Radar

Best for

Extracting structured knowledge from unstructured messaging with high-signal batching.

Inputs
  • · HTTP requests / JSON payloads
Outputs
  • · output_retries=5,
  • · agent = Agent(
  • · Extracted source code or structured data
Requires
  • · Python runtime
  • · Pydantic AI
Preconditions

None specified

Failure modes
  • · Default failure mode applicable