Declarative schema migrations for LangGraph state persistence — Alembic for your checkpointers and stores
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Updated
Jun 15, 2026 - Python
Declarative schema migrations for LangGraph state persistence — Alembic for your checkpointers and stores
可嵌入 Python 产品的 Agent Runtime,提供工具执行、Skills、运行事件、上下文压缩与持久化 Checkpointer。
Production-grade multi-turn chatbot — Pydantic structured output + InMemorySaver checkpointer + auto-summarization for long conversations. / Pydantic 정형 응답 + thread 단위 대화 기억 + 자동 요약 압축을 결합한 운영 수준 멀티턴 챗봇 파이프라인.
Tenant isolation and per-tenant usage metering for LangGraph checkpointers and stores
Enables AI agents to execute user tasks only after explicit human approval. Built with LangGraph and MongoDB checkpointing for safe, resumable execution. 🔒⚙️
A lightweight library for application checkpointing in Python.
AI Application Development - Concept Study - Human in the Loop (persistence)
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