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Tagged: checkpointing
Thread Memory for a LangGraph Support Agent With SQLite Checkpoints
How a LangGraph support agent keeps multi-turn context using SqliteSaver and thread ids, and why short-term thread memory differs from long-term memory.
6 min readLangGraph Control Planes vs Knowledge Graphs: Build Order That Survives Contact
Keep LangGraph control-flow graphs apart from knowledge graphs, checkpoint human interrupts, and add GraphRAG only once multi-hop RAG failures are measured.
18 min readGraph as Architecture vs Graph as Data: LangGraph First, GraphRAG Later
Why GraphRAG is not a default upgrade over vector search, how LangGraph control-flow graphs differ from knowledge graphs, and a checkpointed support-triage agent with human interrupts.
12 min read
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