agentforge-core 0.4.0

AgentForge core — stable contracts (ABCs, value types) for the agentic framework

agentforge-core

The stable contract layer for AgentForge. ABCs, Protocols, and value types that every module implements.

What's in here

(Once feat-001 lands.)

• LLMClient, EmbeddingClient — provider abstractions
• ReasoningStrategy — agent loop shape
• Tool — pluggable capabilities
• MemoryStore, GraphStore — persistence
• Evaluator — post-run scoring
• InputValidator, OutputValidator, ToolCallGate — real-time safety
• Finding — output Protocol with shipped variants
• BudgetPolicy, RunContext, RunIdFilter — production rails
• Value types: Claim, Step, RunResult, etc.

This package is a locked contract — adding a method to an ABC is a major version bump. See ADR-0007.

What's NOT in here

• Reference implementations (ReActLoop, InMemoryStore, etc.) — those live in agentforge
• Provider clients — those live in agentforge-anthropic, etc.
• Anything that does I/O

Install

pip install agentforge-core

Most users install agentforge directly, which depends on this package.

License

Apache 2.0.