# brainblend-ai/atomic-agents

**Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/brainblend-ai-atomic-agents).**

5,688 stars · 466 forks · Python · mit

## Links

- GitHub: https://github.com/BrainBlend-AI/atomic-agents
- awesome-repositories: https://awesome-repositories.com/repository/brainblend-ai-atomic-agents.md

## Topics

`ai` `artificial-intelligence` `large-language-model` `large-language-models` `llms` `openai` `openai-api`

## Tags

### Artificial Intelligence & ML

- [Schema-Aligned Frameworks](https://awesome-repositories.com/f/artificial-intelligence-ml/multi-agent-system-composition/schema-aligned-frameworks.md) — Provides the core framework for chaining single-purpose agents and tools via Pydantic schema alignment.
- [Agent Context Providers](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-context-providers.md) — Provides runtime context injection into agent system prompts via custom providers. ([source](https://cdn.jsdelivr.net/gh/brainblend-ai/atomic-agents@main/README.md))
- [Instructor-Compatible Execution](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/agent-orchestration-multi-agent/coordination-and-routing/ai-agent-orchestrators/multi-provider-orchestrators/instructor-compatible-execution.md) — Runs agents with any Instructor-compatible AI provider, switching between local and cloud APIs seamlessly.
- [Schema-Driven Compositions](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-application-orchestrators/agent-orchestration/schema-driven-compositions.md) — Provides a schema-driven orchestrator that composes agents, tools, and context providers into reusable pipelines without manual code changes.
- [Schema-Driven Orchestration](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-application-orchestrators/agent-orchestration/schema-driven-orchestration.md) — Connects agents and tools through shared Pydantic schemas for swappable, chainable pipelines.
- [Runtime Context Injections](https://awesome-repositories.com/f/artificial-intelligence-ml/context-injection/runtime-context-injections.md) — Injects runtime-generated strings into agent system prompts via custom context providers.
- [Schema-Aligned Chaining](https://awesome-repositories.com/f/artificial-intelligence-ml/declarative-agent-schemas/schema-aligned-chaining.md) — Enables plug-and-play composition of agents and tools by matching their Pydantic schemas. ([source](https://cdn.jsdelivr.net/gh/brainblend-ai/atomic-agents@main/README.md))
- [Instructor-Compatible Switching](https://awesome-repositories.com/f/artificial-intelligence-ml/model-provider-configurations/runtime-provider-switching/instructor-compatible-switching.md) — Switches between any Instructor-compatible AI model provider at runtime without code changes. ([source](https://cdn.jsdelivr.net/gh/brainblend-ai/atomic-agents@main/README.md))
- [Schema-Aligned Assemblers](https://awesome-repositories.com/f/artificial-intelligence-ml/modular-ai-pipelines/schema-aligned-assemblers.md) — Assembles single-purpose agents and tools into reusable pipelines using Pydantic schema alignment. ([source](https://cdn.jsdelivr.net/gh/brainblend-ai/atomic-agents@main/README.md))
- [Schema-Aligned Assembly](https://awesome-repositories.com/f/artificial-intelligence-ml/modular-ai-pipelines/schema-aligned-assembly.md) — Assembles single-purpose AI agents and tools into reusable pipelines via schema alignment.
- [Schema-Aligned Composition](https://awesome-repositories.com/f/artificial-intelligence-ml/multi-agent-system-composition/schema-aligned-composition.md) — Enables plug-and-play agent and tool composition by matching Pydantic input/output schemas.
- [Provider-Agnostic Model Interfaces](https://awesome-repositories.com/f/artificial-intelligence-ml/provider-agnostic-model-interfaces.md) — Switches AI model providers at runtime through the Instructor library, supporting any compatible service.
- [Prebuilt Tool Collections](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/agent-capabilities-skills-tooling/agent-capability-extensions/data-collection-agents/prebuilt-tool-collections.md) — Ships a collection of prebuilt tools for agents including web search, PDF reading, and calculator functions.
- [Agent Tool Registries](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/development-runtime-environments/ai-agent-infrastructure/shared-tool-registries/optimization-tool-registries/agent-tool-registries.md) — Provides a registry of prebuilt tools conforming to a shared schema interface for agent composition.
- [Prebuilt Tool Integrations](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/integration-deployment/ai-agent-tooling/prebuilt-tool-integrations.md) — Extends agents with prebuilt tools for web search, PDF reading, weather, and calculations.

### Development Tools & Productivity

- [Instructor-Compatible Runners](https://awesome-repositories.com/f/development-tools-productivity/cli-agent-runners/instructor-compatible-runners.md) — Runs agents with any Instructor-compatible AI provider, switching between local and cloud models seamlessly.
- [Prebuilt Agent Tools](https://awesome-repositories.com/f/development-tools-productivity/ai-agent-development-tools/prebuilt-agent-tools.md) — Ships a collection of ready-made tools for web search, PDF reading, weather, and calculations. ([source](https://cdn.jsdelivr.net/gh/brainblend-ai/atomic-agents@main/README.md))

### Software Engineering & Architecture

- [Pydantic-Driven Pipelines](https://awesome-repositories.com/f/software-engineering-architecture/execution-pipelines/pydantic-driven-pipelines.md) — Assembles AI agents and tools into type-safe pipelines using Pydantic models for data flow.

### Data & Databases

- [Schema-Enforced Swappability](https://awesome-repositories.com/f/data-databases/schema-enforcement-tools/schema-enforced-swappability.md) — Guarantees agents and tools with matching schemas can be swapped in pipelines without breaking execution.

### Part of an Awesome List

- [Agent Orchestration](https://awesome-repositories.com/f/awesome-lists/ai/agent-orchestration.md) — Framework for building agents in a modular, atomic fashion.