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Awesome GitHub RepositoriesPersistent Agent Integrators

Connects agents to stateful models with long-term memory.

Distinct from Agent State Persistence: Distinct from general state persistence: focuses on the integration of stateful LLMs for persistent agents.

Explore 3 awesome GitHub repositories matching artificial intelligence & ml · Persistent Agent Integrators. Refine with filters or upvote what's useful.

Awesome Persistent Agent Integrators GitHub Repositories

AI के साथ बेहतरीन रिपॉजिटरी खोजें।हम AI का उपयोग करके सबसे सटीक रिपॉजिटरी खोजेंगे।
  • letta-ai/lettaletta-ai का अवतार

    letta-ai/letta

    21,168GitHub पर देखें↗

    Letta is a framework for building, deploying, and managing autonomous AI agents that maintain persistent state across long-term interactions. It provides a comprehensive suite of primitives for defining agents with configurable personas, modular memory blocks, and tool-use capabilities, enabling them to retain user preferences and conversation history over extended sessions. The platform distinguishes itself through its advanced memory management and orchestration capabilities. It allows agents to autonomously update their own memory, perform retrieval-augmented generation, and coordinate com

    Integrates stateful models with long-term memory to allow persistent agents to be invoked as specialized subagents.

    Pythonaiai-agentsllm
    GitHub पर देखें↗21,168
  • livekit/livekitlivekit का अवतार

    livekit/livekit

    19,358GitHub पर देखें↗

    LiveKit is a comprehensive framework for building and orchestrating real-time, multimodal AI agents that interact with users through voice, video, and text. It provides a centralized, event-driven architecture to manage the entire lifecycle of automated participants, from initialization and session state management to graceful shutdown. By utilizing a selective forwarding unit, the platform efficiently routes media streams between participants and agents, ensuring low-latency communication and secure, token-based authentication for all connections. The platform distinguishes itself through it

    Connects voice agents to stateful language models that maintain long-term memory and autonomous task execution.

    Gogolangmedia-serversfu
    GitHub पर देखें↗19,358
  • memorilabs/memoriMemoriLabs का अवतार

    MemoriLabs/Memori

    15,358GitHub पर देखें↗

    Memori is an AI agent memory middleware platform designed to provide persistent, context-aware recall for language models. It functions as a non-intrusive layer that intercepts outbound model requests to automatically capture interaction history and execution traces, ensuring that agents maintain continuity across sessions without requiring modifications to existing application logic. The platform distinguishes itself through a dual-model storage architecture that maintains information as both structured relational primitives for precise fact retrieval and rolling narrative summaries for situ

    Connects agents to stateful models with long-term memory.

    Pythonagentaiaiagent
    GitHub पर देखें↗15,358
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