Build and run agents you can see, understand and trust.
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Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
- agent-framework
- pydantic
- python
- genai
A framework for building realtime voice AI agents 🤖🎙️📹
Open-source framework for conversational voice AI agents
Learning to Recover from LLM Agent Failures at Test Time
oar (Open Agent Runtime): programming interface for all agent harnesses
A framework for building decision-model harnesses for any kind of task. Your program offers the model a short list of next steps, and the model picks one at a time until it can answer.
- classifiers
- decision-models
- evals
- llm-harness
Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in toolset, Skill / Plugin / MCP extensions, one runtime shared by GUI and TUI, and file-persisted sessions, plans, and memory.
- agent-framework
- agent-runtime
- agent-skills
- ai-agent