Reference Documentation

Technical reference materials for LLM4S development and maintenance.

Project Documentation

Roadmap & Planning

Contributing

External Resources

Design Documents

Detailed design documents for agent framework phases:

Document Description
Agent Framework Roadmap Comprehensive feature comparison and roadmap
Phase 1.1: Conversations Functional conversation management
Phase 1.2: Guardrails Input/output validation framework
Phase 1.3: Handoffs Agent-to-agent delegation
Phase 1.4: Memory Short/long-term memory
Phase 2.1: Streaming Agent lifecycle events
Phase 2.2: Async Tools Parallel tool execution
Phase 3.2: Built-in Tools Standard tool library
Phase 4.1: Reasoning Extended thinking support
Phase 4.3: Serialization State persistence

API Specifications

Community Resources

License

LLM4S is released under the Apache 2.0 License.


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