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Mem0

AI-ML-PLATFORMS
Velocity2.6

Memory layer for AI agents and assistants, hosted or self-hosted

mem0.ai ↗

Mem0 is teaching coding agents to search memory less and trust it more.

agent memorysdkcoding agentsuser profilesretrieval
◆Current state
Mem0 ships coordinated releases across its Python and Node SDKs and a growing set of coding-agent plugins (OpenCode, OpenClaw, Pi, DeepSeek). The latest wave added structured User Profiles to the client SDKs, then retuned every plugin to stop prompting agents into repeated proactive searches. Follow-up patches fixed silent write failures and provider config leaks.
◆Where it's heading
Memory is moving from raw retrieval toward curated, structured outputs (profiles) and more economical recall policies inside agents. The plugin surface is now broad enough that changes ship as synchronized batches across integrations.
◆Prediction
Expect User Profiles to surface in the coding-agent plugins next, since profiles shipped in the SDKs first and the plugins were updated in the same week.

◆Recent moves

  1. 1mo ago

    Mem0 Node SDK (v3.3.1)

    Stops OpenAI defaults leaking into non-OpenAI provider configs and fixes Turbopuffer filters. Cleanup after the 3.3.0 profiles release.

    View source ↗
  2. 1mo ago

    Mem0 Python SDK (v2.2.1)

    add() now reports only memories actually stored and raises VectorStoreError when nothing lands, instead of returning phantom records. A correctness change that matters for anyone trusting memory writes.

    View source ↗
  3. 1mo ago

    Mem0 DeepSeek Plugin (v0.3.2)

    The DeepSeek plugin stops pushing agents to search before every answer and reframes injected memories. Part of a cross-plugin shift to fewer, more targeted recalls.

    View source ↗
  4. 1mo ago

    Mem0 Pi Agent Plugin (v0.3.2)

    The Pi agent plugin's context loader now makes one search instead of two to four parallel ones. The clearest cost reduction in the coordinated recall retune.

    View source ↗
  5. 1mo ago

    Mem0 OpenClaw Plugin (v1.2.1)

    Tool description wording change for OpenClaw, with recall strategies unchanged. The same policy edit applied with minimal footprint.

    View source ↗
  6. 1mo ago

    Mem0 OpenCode Plugin (v0.4.1)

    OpenCode drops system-context lines that mandated parallel searches before responding. Aligns the plugin with the new less-is-more recall policy.

    View source ↗