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Zep | Examples, Integrations, & More

★ 4.9K654 forksPythonApache-2.0getzep

Zep's examples, integrations, and tools repo for building agent memory on Zep Cloud. Includes framework integration packages (LangGraph, CrewAI, AutoGen, Google ADK, Mastra), a bulk ingestion pipeline, memory benchmarks, and an eval harness. Note: this is not Zep's product code; the open-source temporal graph engine li

Use Cases

Add persistent long-term memory to LLM agentsBulk ingest Slack, email, documents, CSV and fact triples into agent memoryBenchmark agent memory with LoCoMo and LongMemEvalEvaluate ingestion and retrieval quality with an eval harnessWire Zep memory into CrewAI/LangGraph/AutoGen/Google ADK agentsInspect and query temporal knowledge graphs built from conversations

Built With

Language
Python
Frameworks
LangGraph · CrewAI · Microsoft AutoGen · AG2 · Google ADK · Microsoft Agent Framework · Pydantic AI · Strands Agents · LiveKit · Mastra · Vercel AI SDK · Claude Code · Cursor · Codex

Tags

agent-memory · knowledge-graph · temporal-knowledge-graph · llm-memory · integrations · ingestion · benchmarks · evals · python · typescript · go · crewai · langgraph · autogen · pydantic-ai · mcp-config