llm-app-patterns - Patterns for Building LLM Applications
Provides production-ready patterns for RAG pipelines and tool-using LLM agent architectures.
Tags
Updated: 2026-10-15Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Design RAG pipelines
- Configure document chunking
- Select embedding models
- Implement vector retrieval
- Apply hybrid search
- Build ReAct agents
- Implement function calling
- Design agent plans
- Coordinate multiple agents
Inputs
- Application requirements
- Source documents
- User queries
- Tool definitions
- Embedding configuration
- Vector database configuration
Outputs
- RAG architecture patterns
- Agent architecture patterns
- Retrieval implementation examples
- Agent implementation examples
- Generated answers with citations