{"id":"autogen-memory--microsoft-github-io","name":"AutoGen Memory","url":"https://microsoft.github.io/autogen/","page":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/autogen-memory--microsoft-github-io","family":"memory","section":"Framework-embedded memory","sections":["Framework-embedded memory"],"tier":2,"last_verified_at":"2026-10-23","lifecycle":{"status":"maintenance","severity":2,"note":"maintenance mode (bug and security fixes only)"},"taxonomy":{"storage":[{"value":"kv","primary":true,"reason":null},{"value":"vector","primary":false,"reason":null}],"retrieval":[{"value":"injection","primary":true,"reason":null},{"value":"similarity","primary":false,"reason":null}],"persistence":[{"value":"cross-session","primary":true,"reason":null}],"update":[{"value":"append-only","primary":true,"reason":null},{"value":"extraction","primary":false,"reason":null}],"unit":[{"value":"episode","primary":true,"reason":null},{"value":"fact","primary":false,"reason":null}],"governance":[{"value":"inspectable","primary":true,"reason":null}],"conflict":[{"value":"append","primary":true,"reason":"append (no resolution)"}]},"cells":{"type":{"value":"List + teachable vectors","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"desc":{"value":"AutoGen's memory layer: ListMemory chronological context plus teachable agents that vectorise corrections; integrates with Mem0/Zep rather than building deep memory natively. Microsoft AutoGen is in maintenance mode (community managed, bug and security fixes only), and Microsoft points new projects to Microsoft Agent Framework.","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"claims":{"value":"Framework adoption nearly doubled YoY: ~9% of organizations early-2025 to ~18% early-2026 per Datadog State of AI Engineering. AutoGen now in maintenance mode — superseded by Microsoft Agent Framework. AutoGen Bench provides agent benchmark suite; matches LangGraph in token use and latency","citation":"https://www.datadoghq.com/state-of-ai-engineering/","status":"real-data","tier":"T2","source_class":"third-party"},"modalities":{"value":"text","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"created":{"value":"2023-08","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"latest-release":{"value":"python-v0.7.5 (2025-09-30) — unchanged; no newer release","citation":"https://pypi.org/project/autogen-agentchat/","status":"real-data","tier":"T2","last_verified_at":"2026-10-22","source_class":"registry"},"license":{"value":"MIT","citation":"https://github.com/microsoft/autogen/blob/main/LICENSE-CODE","status":"real-data","tier":"T1","source_class":"repo"},"gh":{"value":"microsoft/autogen — ~60.4k stars, maintenance mode","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","last_verified_at":"2026-10-22","source_class":"repo"},"mindshare":{"value":"1 inbound","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"citations":{"value":"not applicable — not academic","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-12"},"funding":{"value":"Microsoft-backed; AutoGen is an open-source Microsoft Research project with no independent funding","citation":"https://visualstudiomagazine.com/articles/2025/10/01/semantic-kernel-autogen--open-source-microsoft-agent-framework.aspx","status":"real-data","tier":"T2","last_verified_at":"2026-05-12","source_class":"third-party"},"customers":{"value":"10,000+ organizations using Azure AI Foundry Agent Service (Microsoft umbrella); no AutoGen-specific customer count","citation":"https://devblogs.microsoft.com/foundry/whats-new-in-microsoft-foundry-oct-nov-2025/","status":"real-data","tier":"T2","source_class":"third-party"},"pricing":{"value":"OSS (MIT); no direct cost for library","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"compliance":{"value":"Inherits Microsoft/Azure compliance posture (SOC 2, ISO 27001, HIPAA, GDPR etc.) when deployed on Azure","citation":"https://learn.microsoft.com/en-us/agent-framework/overview/","status":"real-data","tier":"T2","source_class":"third-party"},"data-handling":{"value":"Inherits Azure data handling when deployed on Azure; OSS self-hosted: data handling left to deployer","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"deployment":{"value":"Both (OSS self-hosted Python; Azure AI Foundry managed runtime with GA Q1 2026)","citation":"https://visualstudiomagazine.com/articles/2025/10/01/semantic-kernel-autogen--open-source-microsoft-agent-framework.aspx","status":"real-data","tier":"T2","source_class":"third-party"},"hq":{"value":"US (Redmond, WA — Microsoft HQ)","citation":"https://www.microsoft.com/en-us/research/project/autogen/","status":"real-data","tier":"T2","source_class":"third-party"},"founders":{"value":"Microsoft Research; open-source multi-agent framework from Microsoft","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"volume":{"value":"no scale claim","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"perf":{"value":"no public benchmark scores found","citation":"https://microsoft.github.io/autogen/","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"repro":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"code-release":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"api-surface":{"value":"SDK: Python, .NET","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"latency":{"value":"not applicable — library","citation":null,"status":"not-applicable","tier":"T3"},"throughput":{"value":"not applicable — library","citation":null,"status":"not-applicable","tier":"T3"},"backend-storage":{"value":"pluggable","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"multi-tenancy":{"value":"namespace","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"encryption":{"value":"not applicable — library","citation":null,"status":"not-applicable","tier":"T3"},"sso-rbac":{"value":"not applicable — library","citation":null,"status":"not-applicable","tier":"T3"},"embedding-model":{"value":"multiple supported","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"consistency":{"value":"not specified - vendor docs do not address this dimension","citation":"https://microsoft.github.io/autogen/","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"versioning":{"value":"immutable append-log","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"tombstoning":{"value":"append-only no delete","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"schema-evolution":{"value":"not specified - vendor docs do not address this dimension","citation":"https://microsoft.github.io/autogen/","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"namespace":{"value":"per-tenant","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"contradiction":{"value":"always append (no resolution)","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"forgetting":{"value":"none (permanent)","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"mcp-support":{"value":"via official adapter — autogen-ext-mcp","citation":"https://microsoft.github.io/autogen/stable/user-guide/extensions-user-guide/mcp.html","status":"real-data","tier":"T2","source_class":"vendor"},"a2a-support":{"value":"searched not found","citation":"https://microsoft.github.io/autogen/","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"otel":{"value":"first-class — AutoGen has OTel runtime","citation":"https://microsoft.github.io/autogen/stable/user-guide/core-user-guide/cookbook/instrumenting.html","status":"real-data","tier":"T2","source_class":"vendor"},"webhooks":{"value":"searched not found","citation":"https://microsoft.github.io/autogen/","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"import-export":{"value":"JSON state save/load","citation":"https://microsoft.github.io/autogen/stable/","status":"real-data","tier":"T2","source_class":"vendor"},"integration-count":{"value":"1","citation":"https://github.com/microsoft/autogen (Zep listed as memory option; merged into Microsoft Agent Framework Oct 2025)","status":"real-data","tier":"T1","source_class":"repo"},"orchestration":{"value":"multi-agent supervisor","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"programmatic-control":{"value":"full CRUD via Python SDK","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"vendor-benchmarks":{"value":"searched not found","citation":"https://microsoft.github.io/autogen/","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"pricing-specifics":{"value":"OSS (MIT) free; Azure AI Foundry consumption-based when managed","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"agent-abstraction":{"value":"multi-agent supervisor (group chat)","citation":"https://microsoft.github.io/autogen/docs/tutorial/conversation-patterns","status":"real-data","tier":"T2","source_class":"vendor"},"memory-primitives":{"value":"multiple (ListMemory chronological + teachable vector)","citation":"https://microsoft.github.io/autogen/docs/tutorial/memory","status":"real-data","tier":"T2","source_class":"vendor"},"llm-lock":{"value":"any (BYO via OpenAI-compatible adapters)","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"runtimes":{"value":"Python","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"session-handling":{"value":"sticky session (conversable agent)","citation":"https://microsoft.github.io/autogen/docs/tutorial/conversation-patterns","status":"real-data","tier":"T2","source_class":"vendor"},"validated-verticals":{"value":"research, agent developers (horizontal)","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"time-to-running":{"value":"<10min (pip install autogen)","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"anti-fit":{"value":"not for non-AutoGen stacks","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"optimised-for":{"value":"Microsoft Research multi-agent + teachable corrections","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"adjacent-infrastructure":{"value":"requires AutoGen; BYO LLM + vector store","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"pros":{"value":"Microsoft Research origin; strong multi-agent conversation memory model.","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"cons":{"value":"AutoGen's broader feature drift over time has affected memory abstractions; less stable than dedicated layers.","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"links":{"value":"GitHub microsoft/autogen","citation":"https://microsoft.github.io/autogen/","status":"real-data","tier":"T2","source_class":"vendor"},"obs-langsmith":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-opentelemetry":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-datadog":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-helicone":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-weave":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-langfuse":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-arize":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-custom":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-token-budget":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-prompt-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-semantic-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-batching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-model-routing":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-streaming-only":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-observability-cost-attribution":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-langsmith-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-braintrust":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-weights-and-biases-agent":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-helicone-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-custom-test-harness":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-human-loop":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-production-traffic-replay":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"commit-trajectory":{"value":"[{\"ym\":\"2024-11\",\"cum\":2803},{\"ym\":\"2024-12\",\"cum\":2958},{\"ym\":\"2025-01\",\"cum\":3196},{\"ym\":\"2025-02\",\"cum\":3356},{\"ym\":\"2025-03\",\"cum\":3495},{\"ym\":\"2025-04\",\"cum\":3601},{\"ym\":\"2025-05\",\"cum\":3646},{\"ym\":\"2025-06\",\"cum\":3685},{\"ym\":\"2025-07\",\"cum\":3732},{\"ym\":\"2025-08\",\"cum\":3760},{\"ym\":\"2025-09\",\"cum\":3775},{\"ym\":\"2025-10\",\"cum\":3779},{\"ym\":\"2026-03\",\"cum\":3781},{\"ym\":\"2026-04\",\"cum\":3782}]","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","last_verified_at":"2026-05-14","source_class":"repo"},"citation-trajectory":{"value":"not applicable — non-paper row","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"download-trajectory":{"value":"[{\"ym\":\"2025-11\",\"monthly\":81884,\"cum\":81884},{\"ym\":\"2025-12\",\"monthly\":162109,\"cum\":243993},{\"ym\":\"2026-01\",\"monthly\":137714,\"cum\":381707},{\"ym\":\"2026-02\",\"monthly\":153718,\"cum\":535425},{\"ym\":\"2026-03\",\"monthly\":180613,\"cum\":716038},{\"ym\":\"2026-04\",\"monthly\":152719,\"cum\":868757}]","citation":"https://pypi.org/project/autogen/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"registry"},"cost-input-usd-per-mtok":{"value":"0","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"cost-output-usd-per-mtok":{"value":"0","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"cost-tier":{"value":"free","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"cost-pricing-model":{"value":"free-tier","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"cost-last-verified":{"value":"2026-06-29","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"capability-composite-score":{"value":"68","citation":null,"status":"estimate","tier":"T3"},"capability-band":{"value":"competent","citation":null,"status":"estimate","tier":"T3"},"capability-benchmark-sources":{"value":"AutoGenBench agent suite (2024), general capability estimate — limited memory-specific benchmarks recalled","citation":null,"status":"estimate","tier":"T3"},"capability-last-verified":{"value":"2026-06-29","citation":null,"status":"estimate","tier":"T3"},"use-case-tags":{"value":"scoped-agentic, multi-agent-coordination, long-running-session","citation":null,"status":"estimate","tier":"T3"},"use-case-anti-tags":{"value":"latency-sensitive, offline-capable","citation":null,"status":"estimate","tier":"T3"},"adoption-accelerator":{"value":"","citation":null,"status":"no-data","tier":"T3"},"architecture-deployment-locus":{"value":"local","citation":"https://microsoft.github.io/autogen/stable/","status":"real-data","tier":"T2","source_class":"vendor"},"licensing-bucket":{"value":"open-source","citation":"https://github.com/microsoft/autogen/blob/main/LICENSE-CODE","status":"real-data","tier":"T1","source_class":"repo"},"positioning-platform-vs-product":{"value":"platform","citation":"https://microsoft.github.io/autogen/stable/","status":"real-data","tier":"T2","source_class":"vendor"},"taxonomy-three-layer-rollup":{"value":"agent-infra","citation":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/docs/schema/section-to-three-layer-rollup.json","status":"real-data","tier":"T1","source_class":"repo"},"developer-activity-opendigger":{"value":"{\"activity\":193.81,\"as_of\":\"2026-09\",\"openrank_12mo\":6.48,\"openrank_current\":7.63,\"participants\":108}","citation":"https://oss.open-digger.cn/github/microsoft/autogen/openrank.json","status":"real-data","tier":"T2","last_verified_at":"2026-10-28","source_class":"third-party"},"freshness-date":{"value":"2026-10-23","citation":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/autogen-memory--microsoft-github-io","status":"real-data","tier":"T2","source_class":"catalog"},"compliance-certifications":{"value":"not applicable — no hosted service","citation":"https://github.com/microsoft/autogen","status":"not-applicable","tier":"T1","source_class":"repo"},"sdk-languages":{"value":"python","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"protocol-support":{"value":"mcp-client","citation":"https://github.com/microsoft/autogen","status":"real-data","tier":"T1","source_class":"repo"},"maturity":{"value":"","citation":null,"status":"no-data","tier":"T3"}},"corroboration":{"cited_cells":61,"third_party_cells":7},"edges":{"outgoing":[{"source":"autogen-memory--microsoft-github-io","target":"chroma--trychroma-com","type":"integrates-with","evidence":"Microsoft AutoGen autogen-ext ships a ChromaDB vector memory implementation (autogen_ext.memory.chromadb).","citation":"https://github.com/microsoft/autogen/tree/main/python/packages/autogen-ext/src/autogen_ext/memory/chromadb","verified_at":"2026-10-29"},{"source":"autogen-memory--microsoft-github-io","target":"mem0--mem0-ai","type":"integrates-with","evidence":"ListMemory chronological context + teachable agents that vectorise corrections. Integrates with Mem0/Zep rather than building deep memory natively.","citation":"https://microsoft.github.io/autogen/"},{"source":"autogen-memory--microsoft-github-io","target":"zep-graphiti--getzep-com","type":"integrates-with","evidence":"Integrates with Mem0/Zep rather than building deep memory natively.","citation":"https://microsoft.github.io/autogen/"}],"incoming":[{"source":"mcp-memory-service-doobidoo--gh-doobidoo-mcp-memory-service","target":"autogen-memory--microsoft-github-io","type":"integrates-with","evidence":"Agent-pipeline focused (LangGraph, CrewAI, AutoGen)","citation":"https://github.com/doobidoo/mcp-memory-service"},{"source":"zep-graphiti--getzep-com","target":"autogen-memory--microsoft-github-io","type":"integrates-with","evidence":"Zep docs have a Microsoft AutoGen integration page (zep-autogen package).","citation":"https://help.getzep.com/autogen-memory","verified_at":"2026-10-29"}]},"history":[{"date":"2026-10-23","commit":"5fd0959f49","pr":223,"kind":"update","changes":[{"field":"pricing","label":"Pricing","from":"OSS (MIT); no direct cost for library; Azure AI Foundry Agent Service for managed hosting uses Azure consumption pr…","to":"OSS (MIT); no direct cost for library","source":"https://github.com/microsoft/autogen"},{"field":"funding","label":"Funding / ownership","from":"Microsoft-backed; AutoGen is an open-source Microsoft Research project with no independent funding; merged into Mic…","to":"Microsoft-backed; AutoGen is an open-source Microsoft Research project with no independent funding","source":"https://visualstudiomagazine.com/articles/2025/10/01/semantic-kernel-autogen--open-source-microsoft-agent-framework.aspx"}]},{"date":"2026-10-22","commit":"89dcc719ed","pr":195,"kind":"update","changes":[{"field":"latest-release","label":"Latest release","from":"python-v0.7.5 2025-09-30","to":"python-v0.7.5 (2025-09-30) — unchanged; no newer release","source":"https://pypi.org/project/autogen-agentchat/"}]}],"license":"CC-BY-4.0","source":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/data/landscape.json"}