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ATOMIC AGENTS
Build AI applications like LEGO blocks — atomic, composable, predictable
MIT
ABOUT
Most AI agent frameworks are monolithic and opinionated, forcing developers into specific patterns and making it hard to customize, test, or replace individual components. Atomic Agents takes the opposite approach — each component (agent, tool, context provider) is atomic: single-purpose, reusable, composable, and predictable. Built on Instructor and Pydantic, it enables developers to build agentic pipelines using familiar software engineering principles like modularity and separation of concerns.
INSTALL
pip install atomic-agentsINTEGRATION GUIDE
1. Build multi-step agent pipelines by composing atomic single-purpose components into complex workflows
2. Create tool-augmented agents that call external APIs and process structured responses with type safety
3. Design context-aware agents that dynamically inject relevant information into system prompts
4. Replace or swap individual agent components without rewriting entire pipelines
5. Prototype and iterate on AI applications quickly using modular building blocks
TAGS
pythonai-agentsmodularpydanticinstructorstructured-outputagentic-workflowscomposabilitylightweight