Merge remote-tracking branch 'origin/main' into mintlify/af82bda4

docs(skills): refresh mem0 skills against SDK 2.2.1 / TS 3.3.1 (#7548 )
2026-10-07 13:12:14 +00:00 · 2026-10-07 18:36:15 +05:30 · 2026-10-07 10:50:51 +00:00 · 2026-10-07 16:20:38 +05:30 · 2026-10-07 10:23:39 +00:00 · 2026-10-07 15:53:25 +05:30
754 changed files with 56843 additions and 24059 deletions
@@ -8,7 +8,7 @@
      "name": "mem0",
      "source": {
        "source": "local",
-        "path": "./integrations/mem0-plugin"
+        "path": "./integrations/codex-plugin"
      },
      "policy": {
        "installation": "AVAILABLE",
@@ -10,9 +10,9 @@
  "plugins": [
    {
      "name": "mem0",
-      "source": "./integrations/mem0-plugin",
-      "description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search to Claude workflows.",
-      "version": "0.2.15"
+      "source": "./integrations/claude-code-plugin",
+      "description": "Cross-session memory and token savings for coding agents.",
+      "version": "0.3.3"
    }
  ]
 }
@@ -8,7 +8,7 @@
      "name": "mem0",
      "source": {
        "source": "local",
-        "path": "./integrations/mem0-plugin"
+        "path": "./integrations/codex-plugin"
      },
      "policy": {
        "installation": "AVAILABLE",
@@ -10,9 +10,9 @@
  "plugins": [
    {
      "name": "mem0",
-      "source": "./integrations/mem0-plugin",
-      "description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search.",
-      "version": "0.2.15"
+      "source": "./integrations/cursor-plugin",
+      "description": "Cross-session memory and token savings for coding agents.",
+      "version": "0.3.3"
    }
  ]
 }
@@ -18,8 +18,9 @@ Package workflows keep their own push-to-main and manual triggers. Their `pull_r
 | Python CLI | `cli-python-ci.yml` | Push to main (`cli/python/`), manual | Ruff + pytest + hatch build on Python 3.10, 3.11, 3.12 |
 | Node CLI | `cli-node-ci.yml` | Push to main (`cli/node/`), manual | Biome + tsc + vitest + tsup on Node 20, 22 |
 | OpenClaw | `openclaw-checks.yml` | Push to main (`integrations/openclaw/`), manual | tsc + vitest (Codecov) + tsup on Node 20, 22 |
-| Mem0 Plugin | `mem0-plugin-checks.yml` | Push to main (`integrations/mem0-plugin/`, excluding `.opencode-plugin/`), manual | pytest + hook exec bits + JSON manifest validation on Python 3.10, 3.11, 3.12 |
-| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (`.opencode-plugin/`), manual | Bun: tsc + build + dist artifact check |
+| Agent Plugins Python | `agent-plugins-python-checks.yml` | Push to main (shared Python core and native/portable plugin directories), manual | Runtime tests on Python 3.10; full pytest on 3.11, 3.12; ruff + generated-package drift on 3.12 |
+| Agent Plugins TypeScript | `agent-plugins-typescript-checks.yml` | Push to main (`integrations/agent-plugin-core/typescript/`), manual | tsc + node:test on Node 22 |
+| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (`integrations/opencode-plugin/`), manual | Bun: tsc + build + dist artifact check |
 | Pi Agent Plugin | `pi-agent-plugin-checks.yml` | Push to main (`integrations/pi-agent-plugin/`), manual | tsc + vitest + tsup on Node 20, 22 |
 | DeepSeek Harness Plugin | `deepseek-plugin-checks.yml` | Push to main (`integrations/deepseek-plugin/`), manual | tsc + vitest + tsup on Node 20, 22 |
 | n8n Node | `n8n-nodes-mem0-checks.yml` | Push to main (`integrations/n8n-nodes-mem0/`), manual | ESLint + tsc build on Node 20 |
@@ -0,0 +1,97 @@
+name: Agent Plugins Python Checks
+
+# Python runtime, adapters, generated bundles, and portable plugin validation.
+# On PRs this is invoked by ci-gate.yml (the single required check);
+# push-to-main and manual runs remain standalone.
+on:
+  workflow_dispatch:
+  push:
+    branches: [main]
+    paths:
+      - 'integrations/agent-plugin-core/**'
+      - '!integrations/agent-plugin-core/typescript/**'
+      - 'integrations/mem0-agent-plugin/**'
+      - 'integrations/claude-code-plugin/**'
+      - 'integrations/cursor-plugin/**'
+      - 'integrations/codex-plugin/**'
+      - 'integrations/kimi-plugin/**'
+      - 'integrations/antigravity-plugin/**'
+      - 'marketplace.json'
+      - '.agents/plugins/marketplace.json'
+      - '.claude-plugin/marketplace.json'
+      - '.codex-plugin/marketplace.json'
+      - '.cursor-plugin/marketplace.json'
+      - '.kimi-plugin/marketplace.json'
+      - '.github/workflows/agent-plugins-python-checks.yml'
+  workflow_call:
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.10", "3.11", "3.12"]
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install runtime test tooling
+        if: matrix.python-version == '3.10'
+        run: pip install pytest
+
+      - name: Install build and test tooling
+        if: matrix.python-version != '3.10'
+        run: pip install pytest ruff -r integrations/agent-plugin-core/requirements-dev.txt
+
+      - name: Check Python runtime compatibility
+        run: >-
+          python3 -m compileall -q
+          integrations/agent-plugin-core/python
+          integrations/claude-code-plugin/adapters
+          integrations/cursor-plugin/hooks
+          integrations/codex-plugin/hooks
+          integrations/kimi-plugin/hooks
+          integrations/antigravity-plugin/hooks
+
+      - name: Lint
+        if: matrix.python-version == '3.12'
+        run: >-
+          python3 -m ruff check
+          integrations/agent-plugin-core
+          integrations/claude-code-plugin
+          integrations/cursor-plugin
+          integrations/codex-plugin
+          integrations/kimi-plugin
+          integrations/antigravity-plugin
+
+      - name: Verify installable plugins are current
+        if: matrix.python-version == '3.12'
+        run: |
+          for host in claude-code cursor codex kimi antigravity; do
+            python3 integrations/agent-plugin-core/build/build.py "$host" --kind native --check
+          done
+          python3 integrations/agent-plugin-core/build/build.py mem0-agent-plugin --kind portable --check
+
+      - name: Run Python 3.10 runtime tests
+        if: matrix.python-version == '3.10'
+        run: >-
+          python3 -m pytest -q
+          integrations/claude-code-plugin/tests/test_memory_core.py
+          integrations/claude-code-plugin/tests/test_telemetry.py
+
+      - name: Run full tests
+        if: matrix.python-version != '3.10'
+        run: >-
+          python3 -m pytest -q
+          integrations/agent-plugin-core/tests
+          integrations/claude-code-plugin/tests
+          integrations/cursor-plugin/tests
+          integrations/codex-plugin/tests
+          integrations/kimi-plugin/tests
+          integrations/antigravity-plugin/tests
+          --ignore=integrations/claude-code-plugin/tests/integration
@@ -0,0 +1,42 @@
+name: Agent Plugins TypeScript Checks
+
+# Shared TypeScript runtime checks. Each consuming integration keeps its own
+# build workflow, which is also triggered when this shared core changes.
+on:
+  workflow_dispatch:
+  push:
+    branches: [main]
+    paths:
+      - 'integrations/agent-plugin-core/typescript/**'
+      - '.github/workflows/agent-plugins-typescript-checks.yml'
+  workflow_call:
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v4
+        with:
+          version: 10
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 22
+          cache: 'pnpm'
+          cache-dependency-path: integrations/agent-plugin-core/typescript/pnpm-lock.yaml
+
+      - name: Install dependencies
+        working-directory: integrations/agent-plugin-core/typescript
+        run: pnpm install --frozen-lockfile
+
+      - name: Type check
+        working-directory: integrations/agent-plugin-core/typescript
+        run: pnpm typecheck
+
+      - name: Run tests
+        working-directory: integrations/agent-plugin-core/typescript
+        run: pnpm test
@@ -38,7 +38,8 @@ jobs:
      cli_python: ${{ steps.filter.outputs.cli_python }}
      cli_node: ${{ steps.filter.outputs.cli_node }}
      openclaw: ${{ steps.filter.outputs.openclaw }}
-      mem0_plugin: ${{ steps.filter.outputs.mem0_plugin }}
+      agent_plugins_python: ${{ steps.filter.outputs.agent_plugins_python }}
+      agent_plugins_typescript: ${{ steps.filter.outputs.agent_plugins_typescript }}
      opencode_plugin: ${{ steps.filter.outputs.opencode_plugin }}
      pi_agent_plugin: ${{ steps.filter.outputs.pi_agent_plugin }}
      deepseek_plugin: ${{ steps.filter.outputs.deepseek_plugin }}
@@ -75,23 +76,43 @@ jobs:
              - '.github/workflows/ci-gate.yml'
            openclaw:
              - 'integrations/openclaw/**'
+              - 'integrations/agent-plugin-core/typescript/**'
              - '.github/workflows/openclaw-checks.yml'
              - '.github/workflows/ci-gate.yml'
-            mem0_plugin:
-              - 'integrations/mem0-plugin/**'
-              - '!integrations/mem0-plugin/.opencode-plugin/**'
-              - '.github/workflows/mem0-plugin-checks.yml'
+            agent_plugins_python:
+              - 'integrations/agent-plugin-core/**'
+              - '!integrations/agent-plugin-core/typescript/**'
+              - 'integrations/mem0-agent-plugin/**'
+              - 'integrations/claude-code-plugin/**'
+              - 'integrations/cursor-plugin/**'
+              - 'integrations/codex-plugin/**'
+              - 'integrations/kimi-plugin/**'
+              - 'integrations/antigravity-plugin/**'
+              - 'marketplace.json'
+              - '.agents/plugins/marketplace.json'
+              - '.claude-plugin/marketplace.json'
+              - '.codex-plugin/marketplace.json'
+              - '.cursor-plugin/marketplace.json'
+              - '.kimi-plugin/marketplace.json'
+              - '.github/workflows/agent-plugins-python-checks.yml'
+              - '.github/workflows/ci-gate.yml'
+            agent_plugins_typescript:
+              - 'integrations/agent-plugin-core/typescript/**'
+              - '.github/workflows/agent-plugins-typescript-checks.yml'
              - '.github/workflows/ci-gate.yml'
            opencode_plugin:
-              - 'integrations/mem0-plugin/.opencode-plugin/**'
+              - 'integrations/opencode-plugin/**'
+              - 'integrations/agent-plugin-core/typescript/**'
              - '.github/workflows/opencode-plugin-checks.yml'
              - '.github/workflows/ci-gate.yml'
            pi_agent_plugin:
              - 'integrations/pi-agent-plugin/**'
+              - 'integrations/agent-plugin-core/typescript/**'
              - '.github/workflows/pi-agent-plugin-checks.yml'
              - '.github/workflows/ci-gate.yml'
            deepseek_plugin:
              - 'integrations/deepseek-plugin/**'
+              - 'integrations/agent-plugin-core/typescript/**'
              - '.github/workflows/deepseek-plugin-checks.yml'
              - '.github/workflows/ci-gate.yml'
            n8n_nodes_mem0:
@@ -155,11 +176,17 @@ jobs:
    uses: ./.github/workflows/openclaw-checks.yml
    secrets: inherit

-  mem0-plugin:
-    name: Mem0 Plugin
+  agent-plugins-python:
+    name: Agent Plugins Python
    needs: changes
-    if: needs.changes.outputs.mem0_plugin == 'true'
-    uses: ./.github/workflows/mem0-plugin-checks.yml
+    if: needs.changes.outputs.agent_plugins_python == 'true'
+    uses: ./.github/workflows/agent-plugins-python-checks.yml
+
+  agent-plugins-typescript:
+    name: Agent Plugins TypeScript
+    needs: changes
+    if: needs.changes.outputs.agent_plugins_typescript == 'true'
+    uses: ./.github/workflows/agent-plugins-typescript-checks.yml
    secrets: inherit

  opencode-plugin:
@@ -236,7 +263,8 @@ jobs:
      - cli-python
      - cli-node
      - openclaw
-      - mem0-plugin
+      - agent-plugins-python
+      - agent-plugins-typescript
      - opencode-plugin
      - pi-agent-plugin
      - deepseek-plugin
@@ -8,6 +8,7 @@ on:
    branches: [main]
    paths:
      - 'integrations/deepseek-plugin/**'
+      - 'integrations/agent-plugin-core/typescript/**'
      - '.github/workflows/deepseek-plugin-checks.yml'
  workflow_call:

@@ -84,7 +85,5 @@ jobs:
      - name: Build
        run: cd integrations/deepseek-plugin && pnpm build

-      - name: Verify dist output exists
-        run: |
-          test -f integrations/deepseek-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
-          test -f integrations/deepseek-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
+      - name: Verify package artifact
+        run: python3 integrations/agent-plugin-core/conformance/artifacts.py deepseek
@@ -1,58 +0,0 @@
-name: Mem0 Plugin Checks
-
-# On PRs this is invoked by ci-gate.yml (the single required check);
-# push-to-main and manual runs remain standalone.
-#
-# Covers the Python plugin (scripts/ + tests/). The nested .opencode-plugin/
-# is a separate package with its own workflow (opencode-plugin-checks.yml).
-on:
-  workflow_dispatch:
-  push:
-    branches: [main]
-    paths:
-      - 'integrations/mem0-plugin/**'
-      - '!integrations/mem0-plugin/.opencode-plugin/**'
-      - '.github/workflows/mem0-plugin-checks.yml'
-  workflow_call:
-
-jobs:
-  test:
-    runs-on: ubuntu-latest
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ["3.10", "3.11", "3.12"]
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Install dependencies
-        working-directory: integrations/mem0-plugin
-        run: |
-          pip install -r requirements.txt
-          pip install pytest
-
-      - name: Verify hook entry points are executable
-        working-directory: integrations/mem0-plugin
-        run: |
-          missing=$(find scripts -name '*.sh' ! -name '_*' ! -perm -u+x -print)
-          if [ -n "$missing" ]; then
-            echo "Hook entry points must be executable:"
-            echo "$missing"
-            exit 1
-          fi
-
-      - name: Check hook manifests are valid JSON
-        working-directory: integrations/mem0-plugin
-        run: |
-          for f in plugin.json mcp_config.json hooks.json hooks/*.json; do
-            jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
-          done
-
-      - name: Run tests
-        working-directory: integrations/mem0-plugin
-        run: pytest -q
@@ -8,6 +8,7 @@ on:
    branches: [main]
    paths:
      - 'integrations/openclaw/**'
+      - 'integrations/agent-plugin-core/typescript/**'
      - '.github/workflows/openclaw-checks.yml'
  workflow_call:

@@ -93,7 +94,5 @@ jobs:
      - name: Build
        run: cd integrations/openclaw && pnpm build

-      - name: Verify dist output exists
-        run: |
-          test -f integrations/openclaw/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
-          test -f integrations/openclaw/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
+      - name: Verify package artifact
+        run: python3 integrations/agent-plugin-core/conformance/artifacts.py openclaw
@@ -25,7 +25,7 @@ jobs:
      id-token: write
    defaults:
      run:
-        working-directory: integrations/mem0-plugin/.opencode-plugin
+        working-directory: integrations/opencode-plugin
    steps:
      - uses: actions/checkout@v4
        with:
@@ -7,7 +7,8 @@ on:
  push:
    branches: [main]
    paths:
-      - 'integrations/mem0-plugin/.opencode-plugin/**'
+      - 'integrations/opencode-plugin/**'
+      - 'integrations/agent-plugin-core/typescript/**'
      - '.github/workflows/opencode-plugin-checks.yml'
  workflow_call:

@@ -16,7 +17,7 @@ jobs:
    runs-on: ubuntu-latest
    defaults:
      run:
-        working-directory: integrations/mem0-plugin/.opencode-plugin
+        working-directory: integrations/opencode-plugin
    steps:
      - uses: actions/checkout@v4

@@ -31,9 +32,12 @@ jobs:
      - name: Type check
        run: bun run type-check

+      - name: Test
+        run: bun test
+
      - name: Build
        run: bun run build

-      - name: Verify dist output exists
-        run: |
-          test -f dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
+      - name: Verify package artifact
+        working-directory: .
+        run: python3 integrations/agent-plugin-core/conformance/artifacts.py opencode
@@ -8,6 +8,7 @@ on:
    branches: [main]
    paths:
      - 'integrations/pi-agent-plugin/**'
+      - 'integrations/agent-plugin-core/typescript/**'
      - '.github/workflows/pi-agent-plugin-checks.yml'
  workflow_call:

@@ -84,9 +85,5 @@ jobs:
      - name: Build
        run: cd integrations/pi-agent-plugin && pnpm build

-      - name: Verify dist output exists
-        run: |
-          test -f integrations/pi-agent-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
-          test -f integrations/pi-agent-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
-          test -f integrations/pi-agent-plugin/dist/entry.js || (echo "Build output missing: dist/entry.js" && exit 1)
-          test -f integrations/pi-agent-plugin/dist/entry.d.ts || (echo "Build output missing: dist/entry.d.ts" && exit 1)
+      - name: Verify package artifact
+        run: python3 integrations/agent-plugin-core/conformance/artifacts.py pi-agent
@@ -14,6 +14,10 @@ server/.env
 # Distribution / packaging
 .Python
 build/
+!integrations/agent-plugin-core/build/
+!integrations/agent-plugin-core/build/*.py
+!integrations/agent-plugin-core/build/schemas/
+!integrations/agent-plugin-core/build/schemas/*.json
 develop-eggs/
 dist/
 downloads/
@@ -5,11 +5,11 @@
    {
      "id": "mem0",
      "displayName": "Mem0",
-      "version": "0.1.0",
-      "description": "Persistent memory for Kimi Code. Remembers decisions, patterns, and preferences across sessions.",
+      "version": "0.3.3",
+      "description": "Cross-session memory and token savings for coding agents.",
      "homepage": "https://mem0.ai",
      "keywords": ["memory", "personalization", "mcp", "semantic-search"],
-      "source": "https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin"
+      "source": "https://github.com/mem0ai/mem0/tree/main/integrations/kimi-plugin"
    }
  ]
 }
@@ -14,7 +14,7 @@ This is a polyglot monorepo and **every package sets its own rules**. Read the `
 - Modify anything in `.github/workflows/` without explicit maintainer approval. Publishing credentials are pinned to workflow filenames.
 - Commit `.env` files, API keys, or credentials.
 - Skip pre-commit hooks.
- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `.opencode-plugin/`).
+- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `integrations/opencode-plugin/`).
 - Use `require()` in TypeScript. ES module `import` syntax only.
 - Mix up linter configs. Root Python is ruff at line length **120**, `cli/python/` is ruff at **100**, `cli/node/` is Biome, `mem0-ts/` is Prettier, `integrations/vercel-ai-sdk/` is ESLint.
 - Add Python dependencies to the core `dependencies` list in `pyproject.toml`. Use an optional group.
@@ -1,6 +1,6 @@
 {
  "name": "@mem0/cli",
-  "version": "0.2.13",
+  "version": "0.2.14",
  "description": "The official CLI for mem0 — the memory layer for AI agents",
  "type": "module",
  "bin": {
@@ -41,7 +41,7 @@
    "tsup": "^8.0.0",
    "tsx": "^4.7.0",
    "vite": "^6.0.0",
-    "vitest": "^4.1.0",
+    "vitest": "^4.1.11",
    "@biomejs/biome": "^1.7.0",
    "@types/node": "^20.0.0"
  },
@@ -51,8 +51,8 @@ importers:
        specifier: ^6.0.0
        version: 6.4.3(@types/node@20.19.37)(tsx@4.21.0)
      vitest:
-        specifier: ^4.1.0
-        version: 4.1.8(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
+        specifier: ^4.1.11
+        version: 4.1.11(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))

 packages:

@@ -439,11 +439,11 @@ packages:
  '@types/node@20.19.37':
    resolution: {integrity: sha512-8kzdPJ3FsNsVIurqBs7oodNnCEVbni9yUEkaHbgptDACOPW04jimGagZ51E6+lXUwJjgnBw+hyko/lkFWCldqw==}

-  '@vitest/expect@4.1.8':
-    resolution: {integrity: sha512-h3nDO677RDLEGlBxyQ5CW8RlMThSKSRLUePLOx09gNIWRL40edgA1GCZSZgf1W55MFAG6/Sw14KeaAnqv0NKdQ==}
+  '@vitest/expect@4.1.11':
+    resolution: {integrity: sha512-VX2x5vNJXET47KAFzwERI+KRMtTTCSWTfSMKsW7JsUsXV4psq++e3DvZpuTDOpHcxytiDs6p2nhVb2tVDiiUYw==}

-  '@vitest/mocker@4.1.8':
-    resolution: {integrity: sha512-LEiN/xe4OSIbKe9HQIp5OC24agGD9J5CnmMgsLohVVoOPWL9a2sBoR6VBx43jQZb7Kr1l4RCuyCJzcAa0+dojw==}
+  '@vitest/mocker@4.1.11':
+    resolution: {integrity: sha512-2XJVD55d1o5AZous5CCGKS74g/riOj9odEt2bQpCVZeblHyHdnMeFl4jl0XjU21stf4mbjUkew2eXQZt65g5CQ==}
    peerDependencies:
      msw: ^2.4.9
      vite: ^6.0.0 || ^7.0.0 || ^8.0.0
@@ -453,20 +453,20 @@ packages:
      vite:
        optional: true

-  '@vitest/pretty-format@4.1.8':
-    resolution: {integrity: sha512-9GasEBxpZ1VYIpqHf/0+YGg121uSNwCKOJqIrTwWP/TB7DmFCiaBpNl3aPZzoLWfWkuqhbH8vJIVobZkvdo2cA==}
+  '@vitest/pretty-format@4.1.11':
+    resolution: {integrity: sha512-yiZzPbGTS9Sr/JpFl8zHrcIkAofNbFV6k21vIgQN/cY/oxZeXhJv5sc/MBJ5jFKWmWs+oJHw0UXLZjmf931+Vw==}

-  '@vitest/runner@4.1.8':
-    resolution: {integrity: sha512-EmVxeBAfMJvycdjd6Hm+RbFBbA9fKvo0Kx37hNpBYoYeavH3RNsBXWDooR1mgD52dCrxIIuP7UotpfiwOikvcg==}
+  '@vitest/runner@4.1.11':
+    resolution: {integrity: sha512-LztvUgdwMNJMIkj3hQnnxiC2Xy1zNxq928W/xhjCLaNCzqTZOudjwbQf6v9IntZGPw132i2Lq2rgTRZHD3JHNw==}

-  '@vitest/snapshot@4.1.8':
-    resolution: {integrity: sha512-acfZboRmAIf05DEKcBQy33VXojFJjtUdLyo7oOmV9kebb2xdU01UknNiPuPZoJZQyO7DF0gZdTGTpeAzET9QPQ==}
+  '@vitest/snapshot@4.1.11':
+    resolution: {integrity: sha512-pN7ikn1ON7h8ee4gIAp4AzyK+zBtJPzVbqOgu5LCEh4VaJVbPQcgYQYJIMGQPXVeJJq1fnfazis7a5pFNPahog==}

-  '@vitest/spy@4.1.8':
-    resolution: {integrity: sha512-6EevtBp6OZOPF7bmz36HrGMeP3txgVSrgebWxHOafDXGkhIzfXK14f8KF6MuFfgXXUeHxmpD3BQxkV00/3s5mA==}
+  '@vitest/spy@4.1.11':
+    resolution: {integrity: sha512-apNa/prQy2qCeywhnixOHPRCgGNhvg7T4Dapfl1GahLp/R+uhBm5cPyFoNVyqsNd2h1nJxL6BqqdIjiABL60YA==}

-  '@vitest/utils@4.1.8':
-    resolution: {integrity: sha512-uOJamYALNhfJ6iolExyQM40yIQwDqYnkKtQ5VCiSe17E33H0aQ/u+1GlRuz4LZBk6Mm3sg90G9hEbmEt37C1Zg==}
+  '@vitest/utils@4.1.11':
+    resolution: {integrity: sha512-zTCVGpyFsGWBhllOyKlTw/vnr6D9qxsfSDyfbyZmTyjHw5N/VuvzHpHoQjm2ZJzn4RJgx5w4r7V0er69CmLgPQ==}

  acorn@8.16.0:
    resolution: {integrity: sha512-UVJyE9MttOsBQIDKw1skb9nAwQuR5wuGD3+82K6JgJlm/Y+KI92oNsMNGZCYdDsVtRHSak0pcV5Dno5+4jh9sw==}
@@ -910,20 +910,20 @@ packages:
      yaml:
        optional: true

-  vitest@4.1.8:
-    resolution: {integrity: sha512-flY6ScbCIt9HThs+C5HS7jvGOB560DJtk/Z15IQROTA6zEy49Nh8T/dofWTQL+n3vswqn87sbJNiuqw1SDp5Ig==}
+  vitest@4.1.11:
+    resolution: {integrity: sha512-fhACrNXUidIbGSBr5FlbuBkO7VWC1ZyLl0DO4CU2DrQoAPxX84Ysxs+HeGQpii5lZWV1Q4gBZTTu49mF+A6Edw==}
    engines: {node: ^20.0.0 || ^22.0.0 || >=24.0.0}
    hasBin: true
    peerDependencies:
      '@edge-runtime/vm': '*'
      '@opentelemetry/api': ^1.9.0
      '@types/node': ^20.0.0 || ^22.0.0 || >=24.0.0
-      '@vitest/browser-playwright': 4.1.8
-      '@vitest/browser-preview': 4.1.8
-      '@vitest/browser-webdriverio': 4.1.8
-      '@vitest/coverage-istanbul': 4.1.8
-      '@vitest/coverage-v8': 4.1.8
-      '@vitest/ui': 4.1.8
+      '@vitest/browser-playwright': 4.1.11
+      '@vitest/browser-preview': 4.1.11
+      '@vitest/browser-webdriverio': 4.1.11
+      '@vitest/coverage-istanbul': 4.1.11
+      '@vitest/coverage-v8': 4.1.11
+      '@vitest/ui': 4.1.11
      happy-dom: '*'
      jsdom: '*'
      vite: ^6.0.0 || ^7.0.0 || ^8.0.0
@@ -1186,44 +1186,44 @@ snapshots:
    dependencies:
      undici-types: 6.21.0

-  '@vitest/expect@4.1.8':
+  '@vitest/expect@4.1.11':
    dependencies:
      '@standard-schema/spec': 1.1.0
      '@types/chai': 5.2.3
-      '@vitest/spy': 4.1.8
-      '@vitest/utils': 4.1.8
+      '@vitest/spy': 4.1.11
+      '@vitest/utils': 4.1.11
      chai: 6.2.2
      tinyrainbow: 3.1.0

-  '@vitest/mocker@4.1.8(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))':
+  '@vitest/mocker@4.1.11(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))':
    dependencies:
-      '@vitest/spy': 4.1.8
+      '@vitest/spy': 4.1.11
      estree-walker: 3.0.3
      magic-string: 0.30.21
    optionalDependencies:
      vite: 6.4.3(@types/node@20.19.37)(tsx@4.21.0)

-  '@vitest/pretty-format@4.1.8':
+  '@vitest/pretty-format@4.1.11':
    dependencies:
      tinyrainbow: 3.1.0

-  '@vitest/runner@4.1.8':
+  '@vitest/runner@4.1.11':
    dependencies:
-      '@vitest/utils': 4.1.8
+      '@vitest/utils': 4.1.11
      pathe: 2.0.3

-  '@vitest/snapshot@4.1.8':
+  '@vitest/snapshot@4.1.11':
    dependencies:
-      '@vitest/pretty-format': 4.1.8
-      '@vitest/utils': 4.1.8
+      '@vitest/pretty-format': 4.1.11
+      '@vitest/utils': 4.1.11
      magic-string: 0.30.21
      pathe: 2.0.3

-  '@vitest/spy@4.1.8': {}
+  '@vitest/spy@4.1.11': {}

-  '@vitest/utils@4.1.8':
+  '@vitest/utils@4.1.11':
    dependencies:
-      '@vitest/pretty-format': 4.1.8
+      '@vitest/pretty-format': 4.1.11
      convert-source-map: 2.0.0
      tinyrainbow: 3.1.0

@@ -1627,15 +1627,15 @@ snapshots:
      fsevents: 2.3.3
      tsx: 4.21.0

-  vitest@4.1.8(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0)):
+  vitest@4.1.11(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0)):
    dependencies:
-      '@vitest/expect': 4.1.8
-      '@vitest/mocker': 4.1.8(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
-      '@vitest/pretty-format': 4.1.8
-      '@vitest/runner': 4.1.8
-      '@vitest/snapshot': 4.1.8
-      '@vitest/spy': 4.1.8
-      '@vitest/utils': 4.1.8
+      '@vitest/expect': 4.1.11
+      '@vitest/mocker': 4.1.11(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
+      '@vitest/pretty-format': 4.1.11
+      '@vitest/runner': 4.1.11
+      '@vitest/snapshot': 4.1.11
+      '@vitest/spy': 4.1.11
+      '@vitest/utils': 4.1.11
      es-module-lexer: 2.1.0
      expect-type: 1.3.0
      magic-string: 0.30.21
@@ -31,7 +31,8 @@ export class PlatformBackend implements Backend {
 		this.headers = {
 			Authorization: `Token ${config.apiKey}`,
 			"Content-Type": "application/json",
-			"X-Mem0-Source": "cli",
+			"X-Mem0-Source": "CLI",
+			"X-Mem0-Client": `mem0-cli-node/${CLI_VERSION}`,
 			"X-Mem0-Client-Language": "node",
 			"X-Mem0-Client-Version": CLI_VERSION,
 		};
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "mem0-cli"
-version = "0.2.12"
+version = "0.2.13"
 description = "The official CLI for mem0 — the memory layer for AI agents"
 readme = "README.md"
 license = "Apache-2.0"
@@ -1,3 +1,3 @@
 """mem0 CLI — the command-line interface for the mem0 memory layer."""

-__version__ = "0.2.12"
+__version__ = "0.2.13"
@@ -27,7 +27,8 @@ class PlatformBackend(Backend):
            headers={
                "Authorization": f"Token {config.api_key}",
                "Content-Type": "application/json",
-                "X-Mem0-Source": "cli",
+                "X-Mem0-Source": "CLI",
+                "X-Mem0-Client": f"mem0-cli-python/{__version__}",
                "X-Mem0-Client-Language": "python",
                "X-Mem0-Client-Version": __version__,
            },
@@ -1,8 +1,9 @@
 ---
-title: "Overview"
+title: "API Reference Overview"
+sidebarTitle: "Overview"
 icon: "terminal"
 iconType: "solid"
-description: "REST APIs for memory management, search, and entity operations"
+description: "Explore the Mem0 REST API for adding, searching, updating, and deleting memories, plus managing users, organizations, projects, and webhooks."
 ---

 ## Mem0 REST API
@@ -10,7 +11,7 @@ description: "REST APIs for memory management, search, and entity operations"
 Mem0 provides a comprehensive REST API for integrating advanced memory capabilities into your applications. Create, search, update, and manage memories across users, agents, and custom entities with simple HTTP requests.

 <Info>
-**Quick start:** Get your API key from the <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=api-reference" rel="nofollow">Mem0 Dashboard</a> and make your first memory operation in minutes.
+**Quick start:** Get your API key from the <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=api-reference">Mem0 Dashboard</a> and make your first memory operation in minutes.
 </Info>

 ---
@@ -87,7 +88,7 @@ All API requests require authentication using Token-based authentication. Includ
 Authorization: Token <your-api-key>
 ```

-Get your API key from the <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=api-reference" rel="nofollow">Mem0 Dashboard</a>.
+Get your API key from the <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=api-reference">Mem0 Dashboard</a>.

 <Warning>
 **Keep your API key secure.** Never expose it in client-side code or public repositories. Use environment variables and server-side requests only.
@@ -1,5 +1,4 @@
 ---
 title: "Preview Dream Scope"
-description: "A no-write preview of the scope Dream synthesis would analyze for a project."
 openapi: "post /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/preview/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Get Dream Activity"
-description: "Supersede/merge activity feed for a project, newest first (keyset-paginated)."
 openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/activity/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Get Dream Configuration"
-description: "Retrieve a project's Dream (memory synthesis) configuration and plan entitlements."
 openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/config/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Get a Synthesized Memory's Sources"
-description: "The source memories a synthesized (pattern) memory was distilled from."
 openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/memory/{memory_id}/sources/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Get Memories in a Dream Run"
-description: "Keyset page of the synthesized memories within a single synthesis run."
 openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/runs/{run_id}/memories/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Get Dream Synthesis Runs"
-description: "Synthesis activity grouped per run, newest first (keyset-paginated)."
 openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/runs/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Get Dream Stats"
-description: "Lifecycle and synthesis counts for a project, plus reflection freshness."
 openapi: "get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/stats/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Update Dream Configuration"
-description: "Enable or disable Synthesis (reflection) for a project, or change the reflection mode."
 openapi: "patch /api/v1/orgs/organizations/{org_id}/projects/{project_id}/dream/config/"
 ---
@@ -1,5 +1,5 @@
 ---
 title: 'Delete User'
-description: "Remove a user entity from the Mem0 platform by entity type and ID using the DELETE endpoint."
+description: "Send a DELETE request to /v2/entities/{entity_type}/{entity_id}/ to permanently remove a user entity from your Mem0 project by ID."
 openapi: delete /v2/entities/{entity_type}/{entity_id}/
 ---
@@ -1,5 +1,5 @@
 ---
 title: 'Get Users'
-description: "Retrieve a list of all user entities stored in the Mem0 platform using the GET endpoint."
+description: "Send a GET /v1/entities request to list every user entity in your Mem0 project, returning IDs, names, created_at, and metadata fields."
 openapi: get /v1/entities/
 ---
@@ -1,6 +1,6 @@
 ---
 title: 'Get Event'
-description: "Retrieve details of a specific event by ID, including status and payload for async memory operations."
+description: "Fetch details of a specific Mem0 event by its event_id, including status, payload, and completion info for async memory operations."
 openapi: get /v1/event/{event_id}/
 ---

@@ -1,6 +1,6 @@
 ---
 title: 'Get Events'
-description: "List recent events for your organization and project, useful for dashboards, alerting, and audit logging."
+description: "List recent events for your Mem0 organization and project to power dashboards, alerting on FAILED writes, and audit logging pipelines."
 openapi: get /v1/events/
 ---

@@ -1,6 +1,5 @@
 ---
 title: Add Memories
-description: "Add facts, messages, or metadata to a user memory store with async processing and event tracking via the V3 additive pipeline."
 openapi: post /v3/memories/add/
 ---

@@ -1,5 +1,4 @@
 ---
 title: 'Batch Delete Memories'
-description: "Delete multiple memories in a single batch request using the Mem0 API DELETE endpoint."
 openapi: delete /v1/batch/
 ---
@@ -1,5 +1,4 @@
 ---
 title: 'Batch Update Memories'
-description: "Update multiple memories in a single batch request using the Mem0 API PUT endpoint."
 openapi: put /v1/batch/
---
+---
@@ -1,6 +1,5 @@
 ---
 title: 'Create Memory Export'
-description: "Submit an export job to create a structured memory export using a customizable Pydantic schema and filters."
 openapi: post /v1/exports/
 ---

@@ -1,5 +1,4 @@
 ---
 title: 'Delete Memories'
-description: "Delete all memories matching specified filters from the Mem0 memory store using the DELETE endpoint."
 openapi: delete /v1/memories/
 ---
@@ -1,5 +1,5 @@
 ---
-title: 'Delete Memory'
-description: "Delete a single memory by its unique memory ID from the Mem0 platform using the DELETE endpoint."
+title: "Delete Memory API Endpoint"
+sidebarTitle: "Delete Memory"
 openapi: delete /v1/memories/{memory_id}/
 ---
@@ -1,5 +1,4 @@
 ---
 title: 'Feedback'
-description: "Submit positive or negative feedback on memory results to help improve memory accuracy and relevance."
 openapi: post /v1/feedback/
 ---
@@ -1,6 +1,5 @@
 ---
 title: "Get Memories"
-description: "Retrieve memories with paginated results and advanced filtering using logical operators like AND, OR, NOT, and comparison queries."
 openapi: post /v3/memories/
 ---

@@ -1,7 +1,6 @@
 ---
 title: 'Get Memory Export'
-description: "Retrieve the latest structured memory export after submitting an export job, with optional entity filters."
 openapi: post /v1/exports/get
 ---

-Retrieve the latest structured memory export after submitting an export job. You can filter the export by `user_id`, `agent_id`, `app_id`, `run_id`, `created_at`, or `updated_at` to get the most recent export matching your filters.
+Retrieve the latest structured memory export after submitting an export job. You can filter the export by `user_id`, `agent_id`, `app_id`, `run_id`, `created_at`, or `updated_at` to get the most recent export matching your filters.
@@ -1,5 +1,4 @@
 ---
 title: 'Get Memory'
-description: "Retrieve a single memory by its unique memory ID from the Mem0 platform using the GET endpoint."
 openapi: get /v1/memories/{memory_id}/
---
+---
@@ -1,5 +1,4 @@
 ---
 title: 'Memory History'
-description: "Retrieve the full change history of a specific memory to track how it has evolved over time."
 openapi: get /v1/memories/{memory_id}/history/
---
+---
@@ -1,6 +1,5 @@
 ---
 title: 'Search Memories'
-description: "Search memories with hybrid retrieval (semantic + BM25 + entity matching) and advanced filtering using logical and comparison operators."
 openapi: post /v3/memories/search/
 ---

@@ -1,6 +1,6 @@
 ---
-title: 'Update Memory'
-description: "Update the content, metadata, timestamp, or expiration date of a single memory by its unique ID using the PUT endpoint."
+title: "Update Memory API Endpoint"
+sidebarTitle: "Update Memory"
 openapi: put /v1/memories/{memory_id}/
 ---

@@ -1,6 +1,6 @@
 ---
-title: 'Add Member'
-description: "Add a new member to an organization with a specified role such as READER or OWNER access level."
+title: "Add Organization Member API Endpoint"
+sidebarTitle: "Add Member"
 openapi: post /api/v1/orgs/organizations/{org_id}/members/
 ---

@@ -1,5 +1,4 @@
 ---
 title: 'Create Organization'
-description: "Create a new organization on the Mem0 platform to manage projects, members, and memory resources."
 openapi: post /api/v1/orgs/organizations/
---
+---
@@ -1,5 +1,4 @@
 ---
 title: 'Delete Organization'
-description: "Permanently delete an organization and its associated resources from the Mem0 platform."
 openapi: delete /api/v1/orgs/organizations/{org_id}/
---
+---
@@ -1,5 +1,5 @@
 ---
-title: 'Get Members'
-description: "Retrieve a list of all members belonging to a specific organization on the Mem0 platform."
+title: "Get Organization Members API Endpoint"
+sidebarTitle: "Get Members"
 openapi: get /api/v1/orgs/organizations/{org_id}/members/
 ---
@@ -1,5 +1,4 @@
 ---
 title: 'Get Organization'
-description: "Retrieve details of a specific organization by its ID from the Mem0 platform using the GET endpoint."
 openapi: get /api/v1/orgs/organizations/{org_id}/
---
+---
@@ -1,5 +1,5 @@
 ---
 title: 'Get Organizations'
-description: "Retrieve a list of all organizations associated with your Mem0 account using the GET endpoint."
+description: "Call GET /api/v1/orgs/organizations to retrieve every organization tied to your Mem0 account, including IDs, names, and role metadata."
 openapi: get /api/v1/orgs/organizations/
 ---
@@ -1,5 +1,5 @@
 ---
 title: "Remove Organization Member"
-description: "Remove a member from an organization to revoke their access to its projects and resources."
+description: "Send a DELETE request to remove a member from a Mem0 organization and revoke their access to all of its projects, memories, and resources."
 openapi: "delete /api/v1/orgs/organizations/{org_id}/members/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Update Organization Member"
-description: "Update an existing member's role within an organization to change their permissions and access level."
 openapi: "put /api/v1/orgs/organizations/{org_id}/members/"
 ---
@@ -1,7 +1,7 @@
 ---
 title: Organizations & Projects
 icon: "building"
-description: "Manage multi-tenant applications with organization and project APIs"
+description: "Manage multi-tenant Mem0 apps with the organizations and projects APIs, covering isolation, access control, API keys, and team collaboration."
 ---

 ## Overview
@@ -0,0 +1,4 @@
+---
+title: 'Generate Profiles'
+openapi: post /v2/profiles/jobs/
+---
@@ -0,0 +1,4 @@
+---
+title: 'Get Generation Job'
+openapi: get /v2/profiles/jobs/{job_id}/
+---
@@ -0,0 +1,4 @@
+---
+title: 'Get Profile Settings'
+openapi: get /v2/profiles/settings/
+---
@@ -0,0 +1,4 @@
+---
+title: 'Get Profile'
+openapi: get /v2/entities/{entity_type}/{entity_id}/profile/
+---
@@ -0,0 +1,4 @@
+---
+title: 'Update Profile Settings'
+openapi: post /v2/profiles/settings/
+---
@@ -1,6 +1,6 @@
 ---
-title: 'Add Member'
-description: "Add a new member to a project with a specified role such as READER or OWNER access level."
+title: "Add Project Member API Endpoint"
+sidebarTitle: "Add Member"
 openapi: post /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/
 ---

@@ -1,5 +1,4 @@
 ---
 title: 'Create Project'
-description: "Create a new project within an organization on the Mem0 platform to isolate memory resources."
 openapi: post /api/v1/orgs/organizations/{org_id}/projects/
---
+---
@@ -1,5 +1,4 @@
 ---
 title: 'Delete Project'
-description: "Permanently delete a project and its associated data from the Mem0 platform by project ID."
 openapi: delete /api/v1/orgs/organizations/{org_id}/projects/{project_id}/
---
+---
@@ -1,5 +1,5 @@
 ---
-title: 'Get Members'
-description: "Retrieve a list of all members belonging to a specific project on the Mem0 platform."
+title: "Get Project Members API Endpoint"
+sidebarTitle: "Get Members"
 openapi: get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/
 ---
@@ -1,5 +1,4 @@
 ---
 title: 'Get Project'
-description: "Retrieve details of a specific project by its organization and project ID using the GET endpoint."
 openapi: get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/
---
+---
@@ -1,5 +1,4 @@
 ---
 title: 'Get Projects'
-description: "Retrieve a list of all projects within an organization on the Mem0 platform using the GET endpoint."
 openapi: get /api/v1/orgs/organizations/{org_id}/projects/
---
+---
@@ -1,5 +1,5 @@
 ---
 title: "Remove Project Member"
-description: "Remove a member from a project to revoke their access to its memories, configuration, and resources."
+description: "Send a DELETE request to remove a member from a Mem0 project and revoke their access to its memories, settings, API keys, and resources."
 openapi: "delete /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Update Project Member"
-description: "Update an existing member's role within a project to change their permissions and access level."
 openapi: "put /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/"
 ---
@@ -1,5 +1,4 @@
 ---
 title: "Update Project"
-description: "Update a project's settings, including name, custom instructions, and other configuration options."
 openapi: "patch /api/v1/orgs/organizations/{org_id}/projects/{project_id}/"
 ---
@@ -1,6 +1,5 @@
 ---
 title: 'Create Webhook'
-description: "Create a new webhook for a project to receive real-time notifications about memory events."
 openapi: post /api/v1/webhooks/projects/{project_id}/
 ---

@@ -1,5 +1,4 @@
 ---
 title: 'Delete Webhook'
-description: "Delete an existing webhook by its ID to stop receiving notifications for memory events."
 openapi: delete /api/v1/webhooks/{webhook_id}/
 ---
@@ -1,6 +1,5 @@
 ---
 title: 'Get Webhook'
-description: "Retrieve webhook configuration details for a specific project on the Mem0 platform."
 openapi: get /api/v1/webhooks/projects/{project_id}/
 ---

@@ -1,6 +1,5 @@
 ---
 title: 'Update Webhook'
-description: "Update an existing webhook configuration, such as its URL or event subscriptions, by webhook ID."
 openapi: put /api/v1/webhooks/{webhook_id}/
 ---

@@ -1,6 +1,6 @@
 ---
 title: "Highlights"
-description: "Major product launches, headline features, and milestones for Mem0."
+description: "Highlights of major Mem0 product launches, headline features, integrations like n8n and Zapier, and milestones across the platform and SDKs."
 mode: "wide"
 ---

@@ -1,6 +1,6 @@
 ---
 title: "Platform"
-description: "Release notes for the Mem0 hosted platform: backend, dashboard, billing, and infrastructure changes."
+description: "Release notes for the Mem0 hosted platform covering backend APIs, dashboard, billing, temporal reasoning, search, and infrastructure updates."
 mode: "wide"
 ---

@@ -1,12 +1,50 @@
 ---
 title: "SDK & Tools"
-description: "Release notes for the Mem0 Python SDK, TypeScript SDK, Vercel AI SDK, CLI, and editor plugins."
+description: "Release notes for the Mem0 Python SDK, TypeScript SDK, Vercel AI SDK, CLI, and editor plugins, including new vector stores and bug fixes."
 mode: "wide"
 ---

 <Tabs>
 <Tab title="Python">

+<Update label="2026-09-25" description="v2.2.1">
+
+**Bug Fixes:**
+- **Core:** `add()` (`Memory` and `AsyncMemory`) no longer reports records the vector store rejected as successful `ADD` events. Only records that were actually inserted are written to history, entity-linked, and returned. If none of the extracted memories could be inserted, `add()` now raises `VectorStoreError` instead of returning memories that were never stored ([#7066](https://github.com/mem0ai/mem0/pull/7066))
+- **Core:** Restore the context-manager protocol on `Memory` (`with Memory() as m:`) and `AsyncMemory` (`async with AsyncMemory() as m:`), which closes the instance on exit ([#7354](https://github.com/mem0ai/mem0/pull/7354))
+- **LLMs:** The AWS Bedrock Anthropic path now returns the first Converse content block that carries text instead of always reading `content[0]`. Claude reasoning models can emit a `reasoningContent` block before the text block, which previously made the call fail with a `KeyError` ([#6369](https://github.com/mem0ai/mem0/pull/6369))
+- **Vector Stores:** Turbopuffer filters now apply every operator (`eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`). Only `gte` and `lte` were read before, so any other operator was silently dropped and the query returned unfiltered results. An unsupported operator now raises `ValueError` ([#6564](https://github.com/mem0ai/mem0/pull/6564))
+- **Vector Stores:** Turbopuffer `search()` scores now respect `distance_metric`. With `euclidean_squared`, the unbounded squared distance maps to `1 / (1 + distance)` instead of `1 - distance`, which went negative and inverted ranking for any distance above 1 ([#6559](https://github.com/mem0ai/mem0/pull/6559))
+- **Vector Stores:** S3 Vectors `search()` scores are now metric-aware. With `euclidean`, the distance maps to `1 / (1 + distance)` instead of `max(0, 1 - distance)`, which collapsed most scores to 0 ([#6547](https://github.com/mem0ai/mem0/pull/6547))
+
+</Update>
+
+<Update label="2026-09-23" description="v2.2.0">
+
+**New Features:**
+- **Client:** Add User Profiles to `MemoryClient` and `AsyncMemoryClient`: `get_profile()`, `generate_profile()`, `get_profile_settings()`, `update_profile_settings()`, `sample_profiles()`, and `get_profile_job()`. A profile is a structured, always-current JSON summary of one user, shaped by a JSON Schema you configure per project and filled by an LLM from that user's memories. Generation is asynchronous. Every job POST carries an `Idempotency-Key`; to retry a lost request without starting a second job, pass the same `idempotency_key` on each attempt ([#7340](https://github.com/mem0ai/mem0/pull/7340))
+
+**Bug Fixes:**
+- **Vector Stores:** Guard against `None` timestamps in the Valkey vector store's `insert()` and `update()` paths. `created_at` and `updated_at` fields that were present in the payload but set to `None` previously passed the `"created_at" not in payload` / `"updated_at" in payload` checks and raised `TypeError` when `datetime.fromisoformat()` received `None`. Both paths now use `.get()` with a truthiness check so `None` values fall through to the default, matching the Redis provider's behavior ([#6993](https://github.com/mem0ai/mem0/pull/6993))
+
+</Update>
+
+<Update label="2026-09-18" description="v2.1.0">
+
+**Improvements:**
+- **Client:** Requests now carry three surface-identity headers so the platform can tell which product made a call. `X-Mem0-Source` names the surface and `X-Application` the host app it runs inside, both set-once so a wrapper that already declared its identity keeps it. `X-Mem0-Client` is append-only and carries `name/version` per layer, outermost first, so a plugin calling this SDK reports the whole chain rather than only the last speaker. `MEM0_SOURCE`, `MEM0_APPLICATION` and `MEM0_CLIENT_STACK` set them from the environment for wrappers that cannot pass options ([#7326](https://github.com/mem0ai/mem0/pull/7326))
+- **Client:** The client stack is bounded by dropping whole entries rather than slicing characters, and this SDK's own entry is the reserved one. Truncating the joined string could sever an identifier mid-name and the platform parsed the fragment as a real client ([#7326](https://github.com/mem0ai/mem0/pull/7326))
+
+</Update>
+
+<Update label="2026-09-02" description="v2.0.20">
+
+**Improvements:**
+- **OSS notices:** Notice configuration now comes from a static, cacheable repository file with a bundled disabled fallback and deterministic rollout assignment, instead of calling PostHog's feature-flag evaluation API. This keeps notices fail-safe when the remote config is unavailable and removes the PostHog feature-flag request from notice evaluation ([#7185](https://github.com/mem0ai/mem0/pull/7185))
+- **Vector Stores:** `RedisDBConfig` now uses Pydantic's native `extra="forbid"` handling for unknown fields instead of a custom model validator, preserving strict validation while returning standard Pydantic errors ([#7089](https://github.com/mem0ai/mem0/pull/7089))
+
+</Update>
+
 <Update label="2026-08-24" description="v2.0.19">

 **Bug Fixes:**
@@ -166,7 +204,7 @@ mode: "wide"
 <Update label="2026-06-24" description="v2.0.8">

 **New Features:**
- **Embeddings:** Add native `embed_batch` to five embedders: LM Studio, Together, HuggingFace, Vertex AI, and Google GenAI: for batched embedding requests ([#5609](https://github.com/mem0ai/mem0/pull/5609))
+- **Embeddings:** Add native `embed_batch` to five embedders for batched embedding requests: LM Studio, Together, HuggingFace, Vertex AI, and Google GenAI ([#5609](https://github.com/mem0ai/mem0/pull/5609))

 **Bug Fixes:**
 - **Core:** Guard against malformed `image_url` entries in `parse_vision_messages` to prevent crashes ([#5631](https://github.com/mem0ai/mem0/pull/5631))
@@ -956,7 +994,7 @@ See the [OSS v2 to v3 migration guide](https://docs.mem0.ai/migration/oss-v2-to-
 **New Features:**
 - **OpenMemory:** Added OpenMemory support
 - **Neo4j:** Added weights to Neo4j model
- **AWS:** Added support for Opsearch Serverless
+- **AWS:** Added support for OpenSearch Serverless
 - **Examples:** Added ElizaOS Example

 **Improvements:**
@@ -1219,6 +1257,38 @@ See the [OSS v2 to v3 migration guide](https://docs.mem0.ai/migration/oss-v2-to-

 <Tab title="TypeScript">

+<Update label="2026-09-25" description="v3.3.1">
+
+**Bug Fixes:**
+- **Config (OSS):** `ConfigManager` no longer injects OpenAI's default `baseURL` and `model` into non-OpenAI LLM providers. The defaults now apply only to `openai` and `openai_structured`, so a DeepSeek, xAI, or other provider config without an explicit `baseURL` or `model` falls back to that provider's own defaults and env vars (`DEEPSEEK_API_BASE`, `XAI_API_BASE`, ...) instead of pointing at OpenAI with an OpenAI model name ([#7350](https://github.com/mem0ai/mem0/pull/7350))
+- **Vector Stores:** Turbopuffer filters now apply every operator (`eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`). Only the range operators were read before, so `eq`, `ne`, `in`, and `nin` were silently dropped. A `"*"` value now matches anything instead of nothing, an array value is treated as `in`, and an unsupported operator throws ([#6578](https://github.com/mem0ai/mem0/pull/6578))
+- **Vector Stores:** Turbopuffer `search()` with `euclidean_squared` now maps the unbounded squared distance to `1 / (1 + distance)` instead of `1 - distance`, which went negative and inverted ranking for any distance above 1 ([#6580](https://github.com/mem0ai/mem0/pull/6580))
+- **Packaging:** `pg`, `@types/pg`, and `natural` are now optional peer dependencies, and `pg` / `@types/pg` accept caret ranges instead of the exact `8.11.3` / `8.11.0` pins, so installing `mem0ai` no longer pulls in `pg` or conflicts with an app's own `pg` version. The PGVector store now imports `pg` only when it is used, so install it alongside `mem0ai` (`npm install pg`) if you use that store. `@types/jest` moved from peer dependencies to dev dependencies ([#7450](https://github.com/mem0ai/mem0/pull/7450))
+
+</Update>
+
+<Update label="2026-09-23" description="v3.3.0">
+
+**New Features:**
+- **Client:** Add User Profiles to `MemoryClient`: `getProfile()`, `generateProfile()`, `getProfileSettings()`, `updateProfileSettings()`, `sampleProfiles()`, and `getProfileJob()`. A profile is a structured, always-current JSON summary of one user, shaped by a JSON Schema you configure per project and filled by an LLM from that user's memories. Generation is asynchronous. Every job POST carries an `Idempotency-Key`; to retry a lost request without starting a second job, pass the same `idempotencyKey` on each attempt ([#7340](https://github.com/mem0ai/mem0/pull/7340))
+
+</Update>
+
+<Update label="2026-09-18" description="v3.2.0">
+
+**Improvements:**
+- **Client:** Requests now carry `X-Mem0-Source`, `X-Application` and `X-Mem0-Client`, matching the Python SDK. The first two are set-once so an outer wrapper keeps its identity; the third is append-only and reports the whole layer chain. Read from `MEM0_SOURCE`, `MEM0_APPLICATION` and `MEM0_CLIENT_STACK` when set ([#7326](https://github.com/mem0ai/mem0/pull/7326))
+- **Client:** The SDK version in `X-Mem0-Client` is injected at build time rather than hardcoded, so it cannot go stale at the next release ([#7326](https://github.com/mem0ai/mem0/pull/7326))
+
+</Update>
+
+<Update label="2026-09-02" description="v3.1.8">
+
+**Improvements:**
+- **OSS notices:** Notice configuration now comes from a static, cacheable repository file with a bundled disabled fallback and deterministic rollout assignment, instead of calling PostHog's feature-flag evaluation API. This keeps notices fail-safe when the remote config is unavailable and removes the PostHog feature-flag request from notice evaluation ([#7185](https://github.com/mem0ai/mem0/pull/7185))
+
+</Update>
+
 <Update label="2026-08-24" description="v3.1.7">

 **Bug Fixes:**
@@ -1528,7 +1598,7 @@ The largest provider release for the TypeScript OSS SDK so far: 17 new vector st
 **Improvements:**
 - **Telemetry:** Sample OSS hot-path events at 10% to reduce PostHog event volume ([#4771](https://github.com/mem0ai/mem0/pull/4771))

-See the [TypeScript SDK migration guide](https://docs.mem0.ai/migration/ts-v2-to-v3) for upgrade instructions.
+See the [OSS v2 to v3 migration guide](https://docs.mem0.ai/migration/oss-v2-to-v3) for upgrade instructions.

 </Update>

@@ -1849,6 +1919,13 @@ See the [TypeScript SDK migration guide](https://docs.mem0.ai/migration/ts-v2-to

 <Tab title="CLI">

+<Update label="2026-09-18" description="Python v0.2.13 / Node v0.2.14">
+
+**Improvements:**
+- **Client:** Requests now carry the three surface-identity headers (`X-Mem0-Source`, `X-Application`, `X-Mem0-Client`) introduced in the Python and TypeScript SDKs, so the platform can attribute calls made through the CLI to the correct surface and version ([#7326](https://github.com/mem0ai/mem0/pull/7326))
+
+</Update>
+
 <Update label="2026-08-24" description="Python v0.2.12 / Node v0.2.13">

 **New Features:**
@@ -2045,6 +2122,29 @@ A full-featured command-line interface for Mem0, available in both Python and No
 <Tabs>
 <Tab title="Mem0 Plugin">

+<Update label="2026-09-08" description="Shared agent plugin runtime">
+
+**Changed:**
+- Consolidated the coding-agent integrations into `integrations/agent-plugin-core/`: one Python runtime, one TypeScript utility library, and six canonical Python-plugin skill templates. Native adapters retain each host's event contracts and capabilities.
+- Python plugins ship generated, self-contained `core/` and `skills/` directories. Builds validate portable schemas and skills, parse native JSON, and reject generated-file drift, missing files, stale generated files, and symlinks. TypeScript packages bundle the shared source into their distributable JavaScript and verify their entry points.
+- Replaced the old `integrations/mem0-plugin/` layout with native host directories and one portable `integrations/mem0-agent-plugin/` package. Updated marketplace paths, installation guides, and integration-skill links. OpenCode now lives in `integrations/opencode-plugin/`.
+- Native Python plugins expose one local, read-only `search_memories` MCP tool and six skills: search, remember, forget, status, pause, and resume. The shared search tool accepts optional `run_id` with every scope (`repo`, `dir`, and `mine`) to recall memories from a specific coding-agent session. Omitting it searches across sessions. This local tool is separate from the hosted Mem0 MCP server's tool set.
+
+**Fixes:**
+- Hooks, controls, MCP servers, and detached workers use the same host-specific data directory. Detached workers retain the host identity and telemetry source; `--plugin-data-dir` reaches the shared resolver.
+- Session-end workers flush the conversation already captured by hooks. Repeated and concurrent response hooks no longer duplicate an answer, while identical answers after separate prompts are preserved.
+- Shared prompts and responses are redacted without the previous 6,000-character cutoff. Python extraction splits oversized messages without dropping text to enforce each request's input budget. Flush event selection and claims share one write transaction, delayed handoffs are replaced atomically, and permanent HTTP polling errors fail promptly.
+- Extraction instructions refer to the current coding agent. Python redaction covers JSON-shaped credentials; both telemetry runtimes recursively remove sensitive keys, including keys inside nested lists.
+- New Git repository writes use a hash of the remote identity in `agent_id`. Search and explicit shared-memory deletion include both current and legacy repository IDs within the repository's `app_id`. Existing memories are not rewritten. Legacy IDs retain their original ambiguity for matching owner/repository names on different Git hosts.
+
+**Packaging:**
+- Claude Code, Cursor, Codex, Kimi, Antigravity, and the portable Python bundle are versioned at `0.3.1`. OpenCode and DeepSeek Harness are `0.3.0`; Pi Agent is `0.3.0`; OpenClaw is `1.1.0`. Each host's changes and upgrade considerations are listed in its tab.
+- Python and TypeScript CI run their respective runtime suites. Package checks build the installable artifacts, check generated-file consistency, and reject TypeScript output that still imports monorepo source.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-08-24" description="mem0-plugin v0.2.15">

 **Fixes:**
@@ -2331,8 +2431,163 @@ Initial release of the Mem0 plugin for Claude Code and Cursor, followed by Codex

 </Tab>

+<Tab title="Claude Code">
+
+<Update label="2026-09-23" description="Claude Code plugin v0.3.3">
+
+**Improvements:**
+- **Search:** The `search_memories` tool description no longer tells the agent to call it before answering anything that could depend on prior context. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help, which reduces unnecessary searches ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Sidekick:** Sidekick searches memories when earlier sessions could help, instead of before every answer ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Extraction:** Repository memory instructions are shorter. They no longer ask for a dedicated memory for each command that failed and was then fixed, and no longer carry separate rules against saving personal preferences or memories that only name the repository, branch, or directory ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Search skill:** `/search` no longer describes categories as best-effort labels or asks for a retry without the category ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Packaging:** `PLUGIN_VERSION` bumped to `0.3.3`, so the `mem0-plugin/<version>` wire header and `plugin_version` telemetry field identify builds with these prompts ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="Claude Code plugin v0.3.2">
+
+**Improvements:**
+- **Telemetry:** `PLUGIN_VERSION` bumped to `0.3.2`. The `mem0-plugin/<version>` wire header and `plugin_version` telemetry field now reflect the fixes from #7322 through #7358 ([#7373](https://github.com/mem0ai/mem0/pull/7373))
+- **Telemetry:** Events are no longer delivered twice, no longer lose parked events on flush, and now attribute each event to the plugin that produced it ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+**Changes:**
+- **Sidekick:** Sidekick is now available only in Claude Code, with Sonnet, worktree isolation, and parent memories.
+
+</Update>
+
+<Update label="2026-09-08" description="Claude Code plugin v0.3.1">
+
+**Changed:**
+- Extracted hook orchestration and memory behavior into the shared Python core; Claude transcript parsing remains in its native adapter. The installed package contains the generated runtime rather than importing files outside its plugin directory.
+- Preserves the public `mem0` name, hook declarations, MCP launch configuration, user configuration, and `mem0:sidekick` worktree behavior. The manifest and marketplace version advance from `0.3.0` to `0.3.1` so installations can identify the update.
+
+**Fixes:**
+- Session-end extraction no longer appends a final answer already captured from the transcript while an earlier extraction was running.
+- Existing repository memories remain searchable after the shared-ID change; explicit shared-memory deletion also covers the legacy ID. Background workers and control skills consistently use Claude's data directory.
+- Receives the shared JSON-secret redaction and nested telemetry filtering fixes. The local search tool exposes query, result count, category, scope, and optional `run_id` for session-specific recall across all scopes.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
+</Tab>
+
+<Tab title="Cursor">
+
+<Update label="2026-09-23" description="Cursor plugin v0.3.3">
+
+**Improvements:**
+- **Search:** The `search_memories` tool description no longer tells the agent to call it before answering anything that could depend on prior context. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help, which reduces unnecessary searches ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Extraction:** Repository memory instructions are shorter. They no longer ask for a dedicated memory for each command that failed and was then fixed, and no longer carry separate rules against saving personal preferences or memories that only name the repository, branch, or directory ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Search skill:** `/search` no longer describes categories as best-effort labels or asks for a retry without the category ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Packaging:** `PLUGIN_VERSION` bumped to `0.3.3`, so the `mem0-plugin/<version>` wire header and `plugin_version` telemetry field identify builds with these prompts ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="Cursor plugin v0.3.2">
+
+**Improvements:**
+- **Telemetry:** `PLUGIN_VERSION` bumped to `0.3.2`. The `mem0-plugin/<version>` wire header and `plugin_version` telemetry field now reflect the fixes from #7322 through #7358 ([#7373](https://github.com/mem0ai/mem0/pull/7373))
+- **Telemetry:** Events are no longer delivered twice, no longer lose parked events on flush, and now attribute each event to the plugin that produced it ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+**Changes:**
+- **Sidekick:** Removes Sidekick and its start/stop hooks. Memory capture, search, and six skills remain available.
+
+</Update>
+
+<Update label="2026-09-08" description="Cursor plugin v0.3.1">
+
+**Changed:**
+- Moves from the legacy shared editor-plugin directory to a native `integrations/cursor-plugin/` package with generated Python core and skills, Cursor variables, local MCP configuration, and a native Sidekick.
+- Translates Cursor conversation/workspace fields, response and summary fields, tool outcomes, and subagent lifecycle events into the shared runtime. The Sidekick searches memory itself because Cursor's subagent-start response cannot inject parent context.
+
+**Fixes:**
+- Adapter errors are logged and exit successfully so a memory failure does not terminate the host hook. Sidekick telemetry reports zero parent-injected context because this host uses self-search.
+- Repeated response events and Stop/session-end capture do not duplicate the same answer.
+- Receives shared data-directory handling, background-worker identity, redaction, and legacy-memory retrieval fixes.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
+</Tab>
+
+<Tab title="Codex">
+
+<Update label="2026-09-23" description="Codex plugin v0.3.3">
+
+**Improvements:**
+- **Search:** The `search_memories` tool description no longer tells the agent to call it before answering anything that could depend on prior context. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help, which reduces unnecessary searches ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Extraction:** Repository memory instructions are shorter. They no longer ask for a dedicated memory for each command that failed and was then fixed, and no longer carry separate rules against saving personal preferences or memories that only name the repository, branch, or directory ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Search skill:** `/search` no longer describes categories as best-effort labels or asks for a retry without the category ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Packaging:** `PLUGIN_VERSION` bumped to `0.3.3`, so the `mem0-plugin/<version>` wire header and `plugin_version` telemetry field identify builds with these prompts ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="Codex plugin v0.3.2">
+
+**Improvements:**
+- **Telemetry:** `PLUGIN_VERSION` bumped to `0.3.2`. The `mem0-plugin/<version>` wire header and `plugin_version` telemetry field now reflect the fixes from #7322 through #7358 ([#7373](https://github.com/mem0ai/mem0/pull/7373))
+- **Telemetry:** Events are no longer delivered twice, no longer lose parked events on flush, and now attribute each event to the plugin that produced it ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+**Changes:**
+- **Sidekick:** Renames shared tracking to use subagent terminology. Native subagent memory support remains available.
+
+</Update>
+
+<Update label="2026-09-08" description="Codex plugin v0.3.1">
+
+**Changed:**
+- Moves from the legacy shared editor-plugin directory to a native `integrations/codex-plugin/` package, with generated Python core and six skills, a local search MCP server, and native lifecycle hooks.
+- Resolves MCP repository searches from Codex workspace metadata when supplied. Control skills, hooks, and workers use the same plugin data directory.
+- Native subagent start/stop hooks supply parent-retrieved memory context and record completions for every native subagent. Named custom agents remain project/user configuration; the plugin does not distribute a named Codex Sidekick.
+
+**Fixes:**
+- Receives shared credential redaction, legacy-memory retrieval, background-worker identity, and duplicate-response fixes. Codex tool outcomes use available structured failure indicators; missing outcome information is recorded as unknown.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
+</Tab>
+
 <Tab title="OpenCode">

+<Update label="2026-09-23" description="OpenCode plugin v0.4.1">
+
+**Improvements:**
+- **Search:** The `search_memories` tool description no longer asks the agent to search proactively or to run several searches for multi-part questions. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help, the same wording as the other coding-agent plugins ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Session context:** Removed two system-context lines that told the agent to run 2 parallel searches before responding and 2-4 parallel searches for non-trivial tasks ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Skills:** `/mem0-search` and `/mem0-context-loader` make one `search_memories` call instead of 2 and 2-4 parallel calls. `/mem0-context-loader` now uses the search skill description from the other coding-agent plugins instead of asking to load at every new task or context switch ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="OpenCode plugin v0.4.0">
+
+**Changes:**
+- **Telemetry:** The PostHog `source` tag changed from the literal `"plugin"` to `OPENCODE_PLUGIN`, and `project_hash` is now salted. Saved PostHog insights filtering on `source = "plugin"` will stop matching new events; historical data is unaffected ([#7322](https://github.com/mem0ai/mem0/pull/7322))
+- **Config:** A new `keyFingerprint` key appears in the install-count deduplication logic; installs are now counted once per key rather than on every activation ([#7325](https://github.com/mem0ai/mem0/pull/7325))
+
+</Update>
+
+<Update label="2026-09-08" description="OpenCode plugin v0.3.0">
+
+**Changed:**
+- Moved the source from `integrations/mem0-plugin/.opencode-plugin/` to `integrations/opencode-plugin/`, retaining the `@mem0/opencode-plugin` package name and native OpenCode hooks.
+- Reuses shared conversation preparation, redaction, scoping, and telemetry. Builds a self-contained Bun/ESM `dist/index.js` and publishes its TypeScript entry declaration.
+- Global memory tool scope requires the user to enable it in plugin settings first; empty and wildcard identities are rejected.
+- Retains the seven commands for context loading, search, remember, forget, scope, status, and tour; bundled skills continue loading through OpenCode's native configuration.
+
+**Removed:**
+- Removed auto-Dream consolidation, its gates and state handling, and the Dream and pin skills/commands. Existing configurations and workflows that use these features must be updated.
+
+**Builds:**
+- Updated build and publish paths for the relocated source directory; the existing release tag prefix and publishing workflow filename are unchanged.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-07-22" description="OpenCode plugin v0.2.2">

 **Fixes:**
@@ -2413,6 +2668,43 @@ Initial release of the Mem0 plugin for Claude Code and Cursor, followed by Codex

 <Tab title="Antigravity">

+<Update label="2026-09-23" description="Antigravity plugin v0.3.3">
+
+**Improvements:**
+- **Search:** The `search_memories` tool description no longer tells the agent to call it before answering anything that could depend on prior context. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help, which reduces unnecessary searches ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Extraction:** Repository memory instructions are shorter. They no longer ask for a dedicated memory for each command that failed and was then fixed, and no longer carry separate rules against saving personal preferences or memories that only name the repository, branch, or directory ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Search skill:** `/search` no longer describes categories as best-effort labels or asks for a retry without the category ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Packaging:** `PLUGIN_VERSION` bumped to `0.3.3`, so the `mem0-plugin/<version>` wire header and `plugin_version` telemetry field identify builds with these prompts ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="Antigravity plugin v0.3.2">
+
+**Improvements:**
+- **Telemetry:** `PLUGIN_VERSION` bumped to `0.3.2`. The `mem0-plugin/<version>` wire header and `plugin_version` telemetry field now reflect the fixes from #7322 through #7358 ([#7373](https://github.com/mem0ai/mem0/pull/7373))
+- **Telemetry:** Events are no longer delivered twice, no longer lose parked events on flush, and now attribute each event to the plugin that produced it ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+**Changes:**
+- **Sidekick:** Removes Sidekick. Memory capture, search, and six skills remain available.
+
+</Update>
+
+<Update label="2026-09-08" description="Antigravity plugin v0.3.1">
+
+**Changed:**
+- Ships a native package with generated Python core and six skills, a local search MCP server, a Sidekick declaration, and an adapter for `PreInvocation`, `PostToolUse`, and `Stop`.
+- Normalizes conversation IDs, transcript paths, workspace paths, tool calls, and errors. The adapter captures all completed user/assistant transcript messages incrementally, including later-turn intent, without replaying earlier messages.
+- Sidekick searches Mem0 itself; this plugin does not provide Claude Code's worktree isolation.
+
+**Fixes and host limitations:**
+- Accepts `MEM0_CWD` as an explicit workspace fallback when the host omits `workspacePaths`. Skips capture when neither is available, rather than writing under an unrelated directory.
+- Documents global MCP registration with `agy mcp add` when the host does not register the plugin-scoped server. Recall on the initial invocation depends on the host providing a prompt or readable transcript.
+- Receives the shared data-directory, redaction, legacy-memory retrieval, and duplicate-response fixes.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-08-24" description="Antigravity plugin v0.1.7">

 **Fixes:**
@@ -2489,6 +2781,45 @@ Existing memories written by the previous versions are not rewritten. If your me

 <Tab title="Kimi">

+<Update label="2026-09-23" description="Kimi Code plugin v0.3.3">
+
+**Improvements:**
+- **Search:** The `search_memories` tool description no longer tells the agent to call it before answering anything that could depend on prior context. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help, which reduces unnecessary searches ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Extraction:** Repository memory instructions are shorter. They no longer ask for a dedicated memory for each command that failed and was then fixed, and no longer carry separate rules against saving personal preferences or memories that only name the repository, branch, or directory ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Search skill:** `/search` no longer describes categories as best-effort labels or asks for a retry without the category ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Packaging:** `PLUGIN_VERSION` bumped to `0.3.3`, so the `mem0-plugin/<version>` wire header and `plugin_version` telemetry field identify builds with these prompts ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="Kimi Code plugin v0.3.2">
+
+**Improvements:**
+- **Telemetry:** `PLUGIN_VERSION` bumped to `0.3.2`. The `mem0-plugin/<version>` wire header and `plugin_version` telemetry field now reflect the fixes from #7322 through #7358 ([#7373](https://github.com/mem0ai/mem0/pull/7373))
+- **Telemetry:** Events are no longer delivered twice, no longer lose parked events on flush, and now attribute each event to the plugin that produced it ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+**Changes:**
+- **Sidekick:** Removes Sidekick and its start/stop hooks. Memory capture, recall, and six skills remain available.
+
+</Update>
+
+<Update label="2026-09-08" description="Kimi Code plugin v0.3.1">
+
+**Changed:**
+- Ships a self-contained native package with six skills, nine lifecycle hooks, a local search MCP server, and a native Sidekick declaration. Added a dedicated installation and troubleshooting guide.
+- Translates Kimi's session, prompt, tool, compaction, shutdown, and subagent events into the shared Python runtime. Sidekicks receive parent memory context through Kimi's native lifecycle.
+
+**Fixes:**
+- Recovers completed assistant output from Kimi's indexed v2 wire transcript when Stop events omit the response text. Repeated Sidekick invocations receive distinct run identifiers. Stops without a host ID are left uncorrelated when multiple matching runs are active, preserving their responses without assigning them to the wrong run.
+- Keeps controls, hooks, MCP, and detached workers on the same Kimi data directory and preserves host identity in background workers.
+- Receives the shared redaction, legacy-memory retrieval, and duplicate-response fixes.
+
+**Host compatibility:**
+- Documents `CHOKIDAR_USEPOLLING=1` for the observed macOS watcher issue. Filesystem isolation remains Kimi's responsibility.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-08-24" description="kimi-plugin v0.1.0">

 **Initial release** of the Mem0 plugin for Kimi Code, sharing its scripts, skills, and marketplace listing with the Claude Code / Cursor / Codex / Antigravity plugin family ([#6919](https://github.com/mem0ai/mem0/pull/6919))
@@ -2505,6 +2836,39 @@ Existing memories written by the previous versions are not rewritten. If your me

 <Tab title="OpenClaw">

+<Update label="2026-09-23" description="openclaw-mem0 v1.2.1">
+
+**Improvements:**
+- **Search:** The `memory_search` tool description no longer asks the agent to search proactively or to run several searches for multi-part questions. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help. Recall strategies (`smart`, `always`, `manual`) are unchanged ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="openclaw-mem0 v1.2.0">
+
+**Changes:**
+- **Config:** Added `keyFingerprint` to the config schema for install-count deduplication; installs are now counted once per key rather than on every activation ([#7325](https://github.com/mem0ai/mem0/pull/7325))
+- **Telemetry:** Events are no longer delivered twice, and the `plugin_version` field now reflects the plugin that produced the event ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+</Update>
+
+<Update label="2026-09-08" description="openclaw-mem0 v1.1.0">
+
+**Changed:**
+- Reuses shared conversation preparation, redaction, and telemetry while retaining OpenClaw's native memory backend, tools, CLI, and Platform/OSS modes.
+- Continues to publish a self-contained ESM package under `@mem0/openclaw-mem0`; the plugin manifest and package version now agree.
+
+**Removed:**
+- Removed Dream consolidation: automatic scheduling and locking, `openclaw mem0 dream`, Dream configuration, the memory-dream skill, and Dream-state public artifacts. Triage, recall, and memory/entity artifacts remain available. Update configurations or integrations that use the removed Dream surface.
+
+**Fixes:**
+- `openclaw mem0 status` handles an unconfigured installation without crashing and directs users to setup.
+- Removed OpenClaw's separate 2,000-character extraction cutoff. Selected user and assistant messages retain their full redacted text; recent-message selection, earlier summary selection, and noise filtering still apply.
+- Telemetry removes sensitive properties recursively and uses the shared failure-safe delivery implementation.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-08-24" description="openclaw-mem0 v1.0.16">

 **Security:**
@@ -2775,6 +3139,40 @@ Existing memories written by the previous versions are not rewritten. If your me

 <Tab title="Pi Agent">

+<Update label="2026-09-23" description="Pi Agent plugin v0.3.2">
+
+**Improvements:**
+- **Search:** The memory policy, `mem0_memory` tool description, and prompt guidelines no longer ask the agent to search before answering anything that may depend on earlier context or to run several searches per question. They now ask for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Skills:** `context-loader` makes one search instead of 2-4 parallel searches, and uses the search skill description from the other coding-agent plugins ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Automatic recall:** Injected memories are introduced as "Mem0 found these relevant memories from earlier work in this repository:", the same heading as the Python plugins. The old heading called them a shallow first pass and told the agent to search again ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="Pi Agent plugin v0.3.1">
+
+**Improvements:**
+- **Telemetry:** Events are no longer delivered twice, no longer lose parked events, and now attribute each event to the plugin that produced it. The `plugin_version` wire field reflects the fixed release ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+</Update>
+
+<Update label="2026-09-08" description="Pi Agent plugin v0.3.0">
+
+**Changed:**
+- Reuses shared conversation preparation, memory formatting, project/session/global scope utilities, and telemetry while preserving Pi's native extension API and `@mem0/pi-agent-plugin` package name.
+- Pi loads the built `dist/entry.js` extension instead of executing source TypeScript from an installed package. Builds also publish the library entry point and declarations.
+
+**Removed:**
+- Removed Dream consolidation and pin commands, skills, configuration, types, and exports. The remaining commands are remember, search, forget, tour, scope, and status. Update integrations that import removed APIs or invoke removed commands.
+
+**Fixes:**
+- Global memory tool scope requires the user to select `/mem0-scope global` or configure a global default first. Empty and wildcard identities are rejected.
+- Memory update and delete accept the `mem0:<uuid>` and `[mem0:<uuid>]` citations displayed in tool results, as well as raw IDs.
+- Shared capture preparation filters conversation roles and redacts content; telemetry removes sensitive keys inside nested structures.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-08-24" description="Pi Agent plugin v0.1.5">

 **Security:**
@@ -2870,6 +3268,38 @@ Existing memories written by the previous versions are not rewritten. If your me

 <Tab title="DeepSeek Harness">

+<Update label="2026-09-23" description="deepseek-plugin v0.3.2">
+
+**Improvements:**
+- **Search:** The `search_memory` tool description no longer asks the agent to search proactively before answering anything that may depend on earlier context. It now asks for a search before repeating investigation or when earlier decisions, fixes, commands, or results may help ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+- **Automatic recall:** Injected memories are introduced as "Mem0 found these relevant memories from earlier work:". The old heading called them a shallow first pass and told the agent to search again with `mem0_memory`, a tool DeepSeek does not have ([#7420](https://github.com/mem0ai/mem0/pull/7420))
+
+</Update>
+
+<Update label="2026-09-18" description="deepseek-plugin v0.3.1">
+
+**Improvements:**
+- **Telemetry:** Rebuild with the fixed shared telemetry core from `agent-plugin-core`. Events are no longer delivered twice, no longer lose parked events on flush, and now attribute each event to the plugin that produced it ([#7323](https://github.com/mem0ai/mem0/pull/7323), [#7324](https://github.com/mem0ai/mem0/pull/7324), [#7358](https://github.com/mem0ai/mem0/pull/7358))
+
+</Update>
+
+<Update label="2026-09-08" description="deepseek-plugin v0.3.0">
+
+**Added:**
+- Automatic recall during `system-prompt/assemble`, using the latest human prompt and avoiding repeated context injection within a session.
+- Automatic capture from the durable `session/event` stream after a completed turn. Interrupted or incomplete turns are not sent through this automatic capture path. `autoRecall` and `autoCapture` default to `true` and can be disabled.
+
+**Changed:**
+- Reuses shared lifecycle, redaction, identity, and telemetry utilities while retaining the explicit `search_memory` and `add_memory` tools and their per-call agent/session scope. Cross-user `userId` overrides now require operator opt-in with `allowUserOverride: true`.
+- Publishes a self-contained ESM artifact under `@mem0/deepseek-plugin`; native Harness services and the Mem0 SDK remain external dependencies. Plugin cleanup remains tied to the native Cordis lifecycle.
+
+**Host compatibility:**
+- Supports the declared Harness runtime dependencies and documents the macOS watcher workaround. The plugin does not bundle a named Sidekick or provide child filesystem isolation.
+
+[#7203](https://github.com/mem0ai/mem0/pull/7203)
+
+</Update>
+
 <Update label="2026-08-25" description="deepseek-plugin v0.1.1">

 **New Features:**
@@ -2897,6 +3327,13 @@ Existing memories written by the previous versions are not rewritten. If your me

 <Tab title="Vercel AI SDK">

+<Update label="2026-09-18" description="Vercel AI SDK v3.0.3">
+
+**Improvements:**
+- **Client:** Inherits the three surface-identity headers (`X-Mem0-Source`, `X-Application`, `X-Mem0-Client`) from the TypeScript SDK bump, so platform calls made through the Vercel AI SDK provider are now correctly attributed ([#7326](https://github.com/mem0ai/mem0/pull/7326))
+
+</Update>
+
 <Update label="2026-08-24" description="Vercel AI SDK v3.0.2">

 **Security:**
@@ -1,5 +1,6 @@
 ---
-title: Configurations
+title: "Embedder Configuration Reference"
+sidebarTitle: "Configurations"
 description: "Reference for embedder configuration options in Mem0, including provider selection and model settings."
 ---

@@ -1,5 +1,6 @@
 ---
-title: AWS Bedrock
+title: "AWS Bedrock as Embedding Provider"
+sidebarTitle: "AWS Bedrock"
 description: "Configure AWS Bedrock as an embedding provider in Mem0 with IAM credentials and boto3 authentication."
 ---

@@ -1,5 +1,6 @@
 ---
-title: Azure OpenAI
+title: "Azure OpenAI as Embedding Provider"
+sidebarTitle: "Azure OpenAI"
 description: "Configure Azure OpenAI as an embedding provider in Mem0 with API key, deployment, and endpoint settings."
 ---

@@ -1,6 +1,6 @@
 ---
 title: "FastEmbed"
-description: "Configure FastEmbed as an embedding provider in Mem0 to generate embeddings locally using ONNX-based models without a GPU."
+description: "Run FastEmbed inside Mem0 to generate ONNX-based text embeddings locally on CPU without API keys, using models like gte-large or bge-small."
 ---

 You can use FastEmbed to run embedding models locally in Mem0. FastEmbed is an ONNX-based embedding library that runs efficiently on CPU without requiring a GPU or an external API key.
@@ -1,5 +1,6 @@
 ---
-title: Google AI
+title: "Google AI as Embedding Provider"
+sidebarTitle: "Google AI"
 description: "Configure Google AI as an embedding provider in Mem0 using Gemini models and the GOOGLE_API_KEY variable."
 ---

@@ -1,6 +1,6 @@
 ---
 title: Hugging Face
-description: "Configure Hugging Face as an embedding provider in Mem0 for local embedding generation with open-source models."
+description: "Use Hugging Face embeddings in Mem0 via local sentence-transformers or a Text Embeddings Inference (TEI) endpoint for fast, self-hosted vectors."
 ---

 You can use embedding models from Huggingface to run Mem0 locally.
@@ -1,5 +1,6 @@
 ---
-title: LangChain
+title: "LangChain as Embedding Provider"
+sidebarTitle: "LangChain"
 description: "Use LangChain as an embedding provider in Mem0 to access a wide range of models through a unified interface."
 ---

@@ -1,5 +1,6 @@
 ---
-title: "LM Studio"
+title: "LM Studio as Embedding Provider"
+sidebarTitle: "LM Studio"
 description: "Configure LM Studio as an embedding provider in Mem0 for local embedding generation with models like nomic-embed-text."
 ---
 You can use embedding models from LM Studio to run Mem0 locally.
@@ -1,5 +1,6 @@
 ---
-title: "Ollama"
+title: "Ollama as Embedding Provider"
+sidebarTitle: "Ollama"
 description: "Configure Ollama as an embedding provider in Mem0 to generate embeddings locally using open-source models."
 ---
 You can use embedding models from Ollama to run Mem0 locally.
@@ -1,5 +1,6 @@
 ---
-title: OpenAI
+title: "OpenAI as Embedding Provider"
+sidebarTitle: "OpenAI"
 description: "Configure OpenAI as an embedding provider in Mem0 using models like text-embedding-3-large for vector generation."
 ---

@@ -1,5 +1,6 @@
 ---
-title: Together
+title: "Together AI as Embedding Provider"
+sidebarTitle: "Together"
 description: "Configure Together AI as an embedding provider in Mem0 with support for 1024-dimensional embedding models."
 ---

@@ -10,7 +11,7 @@ To use Together embedding models, set the `TOGETHER_API_KEY` environment variabl
 <Note> The `embedding_model_dims` parameter for `vector_store` should be set to `1024` for Together embedder. </Note>

 <Warning>
-**Breaking default change.** The default Together embedding model is now `intfloat/multilingual-e5-large-instruct` (**1024-dim**), replacing the previous default `togethercomputer/m2-bert-80M-8k-retrieval` (**768-dim**). If you created a self-hosted vector store with the old default, its collection is 768-dim and will reject the new 1024-dim vectors **recreate/reindex the collection at 1024 dimensions** after upgrading. To defer the change, pin the previous values explicitly (`model="togethercomputer/m2-bert-80M-8k-retrieval"`, `embedding_dims=768`) note Together no longer lists this model among its recommended embeddings, so reindexing at 1024 is the durable path.
+**Breaking default change.** The default Together embedding model is now `intfloat/multilingual-e5-large-instruct` (**1024-dim**), replacing the previous default `togethercomputer/m2-bert-80M-8k-retrieval` (**768-dim**). If you created a self-hosted vector store with the old default, its collection is 768-dim and will reject the new 1024-dim vectors — **recreate/reindex the collection at 1024 dimensions** after upgrading. To defer the change, pin the previous values explicitly (`model="togethercomputer/m2-bert-80M-8k-retrieval"`, `embedding_dims=768`) — note Together no longer lists this model among its recommended embeddings, so reindexing at 1024 is the durable path.
 </Warning>

 <CodeGroup>
@@ -1,6 +1,6 @@
 ---
 title: "Vertex AI"
-description: "Configure Google Cloud Vertex AI as an embedding provider in Mem0 with support for task-specific embedding types."
+description: "Use Google Cloud Vertex AI embeddings in Mem0 with ADC authentication, gemini-embedding-001, and task-specific types for add, update, and search."
 ---
 ### Vertex AI

@@ -1,5 +1,6 @@
 ---
-title: Overview
+title: "Embedding Providers Overview"
+sidebarTitle: Overview
 description: "Overview of all supported embedding model providers in Mem0, including OpenAI, Azure, Ollama, and more."
 ---

@@ -15,15 +16,15 @@ See the list of supported embedders below.

 <CardGroup cols={4}>
  <Card title="OpenAI" icon="/images/provider-icons/openai.svg" href="/components/embedders/models/openai"></Card>
-  <Card title="Azure OpenAI" icon="/images/provider-icons/azure-color.svg" href="/components/embedders/models/azure_openai"></Card>
+  <Card title="Azure OpenAI" icon="/images/provider-icons/azure-color.svg" href="/components/embedders/models/azure-openai"></Card>
  <Card title="Ollama" icon="/images/provider-icons/ollama.svg" href="/components/embedders/models/ollama"></Card>
  <Card title="Hugging Face" icon="/images/provider-icons/huggingface.svg" href="/components/embedders/models/huggingface"></Card>
-  <Card title="Google AI" icon="/images/provider-icons/google-color.svg" href="/components/embedders/models/google_AI"></Card>
+  <Card title="Google AI" icon="/images/provider-icons/google-color.svg" href="/components/embedders/models/google-ai"></Card>
  <Card title="Vertex AI" icon="/images/provider-icons/vertexai.svg" href="/components/embedders/models/vertexai"></Card>
  <Card title="Together" icon="/images/provider-icons/together-color.svg" href="/components/embedders/models/together"></Card>
  <Card title="LM Studio" icon="/images/provider-icons/lmstudio.svg" href="/components/embedders/models/lmstudio"></Card>
  <Card title="Langchain" icon="/images/provider-icons/langchain-color.svg" href="/components/embedders/models/langchain"></Card>
-  <Card title="AWS Bedrock" icon="/images/provider-icons/bedrock-color.svg" href="/components/embedders/models/aws_bedrock"></Card>
+  <Card title="AWS Bedrock" icon="/images/provider-icons/bedrock-color.svg" href="/components/embedders/models/aws-bedrock"></Card>
  <Card title="FastEmbed" icon="/images/provider-icons/qdrant.svg" href="/components/embedders/models/fastembed"></Card>
 </CardGroup>

@@ -1,5 +1,6 @@
 ---
-title: Configurations
+title: "LLM Configuration Reference"
+sidebarTitle: "Configurations"
 description: "Reference for LLM configuration options in Mem0 for Python and TypeScript, including value precedence rules."
 ---

@@ -1,6 +1,6 @@
 ---
 title: Anthropic
-description: "Configure Anthropic Claude models as the LLM provider in Mem0 with API key setup and usage examples."
+description: "Use Anthropic Claude models such as claude-sonnet-4-6 as your Mem0 LLM with the ANTHROPIC_API_KEY, plus temperature and max token controls."
 ---


@@ -1,5 +1,6 @@
 ---
-title: AWS Bedrock
+title: "AWS Bedrock as LLM Provider"
+sidebarTitle: "AWS Bedrock"
 description: "Configure AWS Bedrock as an LLM provider in Mem0 with IAM authentication and Claude model support."
 ---

@@ -1,5 +1,6 @@
 ---
-title: Azure OpenAI
+title: "Azure OpenAI as LLM Provider"
+sidebarTitle: "Azure OpenAI"
 description: "Configure Azure OpenAI as an LLM provider in Mem0 with Azure Identity authentication and deployment settings."
 ---

@@ -1,9 +1,9 @@
 ---
 title: DeepSeek
-description: "Configure DeepSeek as an LLM provider in Mem0 with API key setup and optional custom endpoint configuration."
+description: "Use DeepSeek chat models such as deepseek-chat as a Mem0 LLM with the DEEPSEEK_API_KEY and an optional DEEPSEEK_API_BASE custom endpoint URL."
 ---

-To use DeepSeek LLM models, you have to set the `DEEPSEEK_API_KEY` environment variable. You can also optionally set `DEEPSEEK_API_BASE` if you need to use a different API endpoint (defaults to "https://api.deepseek.com").
+To use DeepSeek LLM models, you have to set the `DEEPSEEK_API_KEY` environment variable. You can also optionally set `DEEPSEEK_API_BASE` if you need to use a different API endpoint (defaults to `https://api.deepseek.com`).

 ## Usage

@@ -1,5 +1,6 @@
 ---
-title: Google AI
+title: "Google AI as LLM Provider"
+sidebarTitle: "Google AI"
 description: "Configure Google Gemini as an LLM provider in Mem0 using the google.genai SDK and GOOGLE_API_KEY variable."
 ---

@@ -1,6 +1,6 @@
 ---
 title: Groq
-description: "Configure Groq as an LLM provider in Mem0 for high-speed inference using LPU-powered language models."
+description: "Use Groq LPU-hosted models such as llama-3.3-70b-versatile as a Mem0 LLM for very low-latency inference with the GROQ_API_KEY environment variable."
 ---

 [Groq](https://groq.com/) is the creator of the world's first Language Processing Unit (LPU), providing exceptional speed performance for AI workloads running on their LPU Inference Engine.
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
mintlify[bot]	4ed150286b	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-10-07 13:12:14 +00:00
Kartik	b7ad69afda	docs(skills): refresh mem0 skills against SDK 2.2.1 / TS 3.3.1 (#7548 )	2026-10-07 18:36:15 +05:30
mintlify[bot]	2a95c60956	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-10-07 10:50:51 +00:00
rupak	d62ce07fac	fix(vector-store): stop writing service account private key to DEBUG logs in GoogleMatchingEngine (#7506 ) Co-authored-by: rupak-eng <rupak-eng@users.noreply.github.com>	2026-10-07 16:20:38 +05:30
mintlify[bot]	2b0ece4b51	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-10-07 10:23:39 +00:00
Shashidhar Kundur	0516f19f72	fix(ts-oss): stop add() from mutating the caller's filters object (#6797 )	2026-10-07 15:53:25 +05:30
mintlify[bot]	4a5e94b334	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-10-05 15:23:36 +00:00
Harsh Vardhan Gupta	c93420c49a	fix(security): resolve 13 Vanta HIGH Dependabot vulnerabilities (#7528 ) Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>	2026-10-05 20:52:59 +05:30
mintlify[bot]	a6c361af72	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-10-01 16:16:38 +00:00
Harsh Vardhan Gupta	abb81c88e1	fix(security): resolve 7 Vanta MEDIUM Dependabot vulnerabilities (undici, ip-address, adm-zip) (#7510 ) Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>	2026-10-01 21:46:18 +05:30
mintlify[bot]	d53ec92c1c	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 17:34:34 +00:00
Kartik	94c3fe9f23	chore(release): bump Python SDK to 2.2.1 and TypeScript SDK to 3.3.1 (#7456 )	2026-09-25 23:04:12 +05:30
mintlify[bot]	3433b37e49	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 15:16:48 +00:00
Kartik	947ac79818	fix(ts-sdk): stop forcing pg on installs (optional ranged pg peer, optional natural) (#7450 )	2026-09-25 20:46:24 +05:30
mintlify[bot]	fcd8ca9c07	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 11:38:32 +00:00
Yash Singh	8127e8bd47	fix(vector_stores/turbopuffer): make search score respect distance_metric (#6559 )	2026-09-25 17:08:20 +05:30
mintlify[bot]	7fd1d5a566	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 11:37:25 +00:00
Abhay Singh	5fd01d284a	fix(ts-oss/turbopuffer): bound euclidean_squared distance to a similarity score (#6580 )	2026-09-25 17:07:11 +05:30
mintlify[bot]	44d3be80f3	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 11:35:04 +00:00
Ratish jain	70c676c8c4	fix: wire dev tooling (ruff/isort/pre-commit) into hatch dev environments (#6684 )	2026-09-25 17:04:47 +05:30
mintlify[bot]	89fa87111b	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 10:51:30 +00:00
Yash Singh	a2d8a8a849	fix(vector_stores/s3_vectors): make search score metric-aware (#6547 )	2026-09-25 16:21:16 +05:30
mintlify[bot]	9c9cb46481	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 10:50:23 +00:00
Ayaan Gazali	fb6d5e1917	fix(llms/aws_bedrock): iterate Converse content blocks for Anthropic text (#6369 )	2026-09-25 16:20:09 +05:30
mintlify[bot]	767812bdfc	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 10:23:49 +00:00
Yash Singh	ccd216cff0	fix(vector_stores/turbopuffer): apply all filter operators instead of dropping them (#6564 )	2026-09-25 15:53:35 +05:30
mintlify[bot]	d46c90b4ad	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-25 10:00:54 +00:00
Abhay Singh	545306db5a	fix(ts-oss/turbopuffer): apply all filter operators, not just gte/lte (#6578 )	2026-09-25 15:30:31 +05:30
mintlify[bot]	8d6c001966	Fix grammar & typos: correct OpenSearch spelling in changelog (#7442 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-09-25 09:58:06 +05:30
mintlify[bot]	3f1f80e2f5	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-24 16:44:44 +00:00
Varun S G	989c7da0fc	fix(oss): stop ConfigManager from injecting OpenAI's baseURL and model into other providers (#7350 )	2026-09-24 22:14:28 +05:30
mintlify[bot]	98c231be39	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-24 16:35:11 +00:00
Mohd Quamar Tyagi	d675cf68ad	fix(memory): restore Memory and AsyncMemory context-manager protocol (#7354 )	2026-09-24 22:04:57 +05:30
mintlify[bot]	bd15f292e2	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-24 16:31:45 +00:00
Diwakar Ray Yadav	2c6ff619d1	fix(memory): exclude vector-store-rejected records from ADD results (#7066 )	2026-09-24 22:01:31 +05:30
mintlify[bot]	821a4d9eb3	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-24 12:31:19 +00:00
Kartik	f4acc89a29	docs: remove memory types page and preserve redirects (#7437 )	2026-09-24 18:00:54 +05:30
mintlify[bot]	78396e3245	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4 # Conflicts: # docs/integrations/hermes.mdx	2026-09-24 12:24:25 +00:00
Kartik	43849c6e9d	feat(integrations): migrate and validate standalone Hermes Mem0 plugin (#7372 )	2026-09-24 17:53:29 +05:30
mintlify[bot]	c54305adec	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-23 19:00:45 +00:00
Kartik	47a69e1e72	docs(changelog): add v2.2.1 entry for Valkey None-timestamps fix (#7425 )	2026-09-24 00:30:19 +05:30
mintlify[bot]	916a1aa58f	docs: remove redundant descriptions from profile API pages	2026-09-23 18:42:44 +00:00
mintlify[bot]	13bb66cdaf	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-23 18:41:41 +00:00
Karthik	ea9bbcabed	feat(profiles): User Profiles v1 — SDK methods + docs (#7340 ) Co-authored-by: Pratik <10096516+pratikgajjar@users.noreply.github.com> Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>	2026-09-24 00:11:22 +05:30
mintlify[bot]	d8110381b3	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-23 17:02:39 +00:00
Brennan	0cddc36d52	Protect against None timestamps in Valkey layer (#6993 ) Signed-off-by: Brennan Cathcart <brennancathcart@gmail.com>	2026-09-23 22:32:04 +05:30
mintlify[bot]	83b07b1537	Fix grammar & typos: minor fixes across docs (#7423 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-09-23 19:53:11 +05:30
mintlify[bot]	1cb1f56486	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-23 14:05:50 +00:00
Kartik	8c02c425a5	fix(agent-plugins): match memo prompts and tool descriptions, release 0.3.3 (#7420 ) Co-authored-by: Claude <noreply@anthropic.com>	2026-09-23 19:35:25 +05:30
mintlify[bot]	f8082a7345	Fix grammar & typos: API casing in template heading (#7410 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-09-22 20:06:21 +05:30
mintlify[bot]	1f5b35f181	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-22 14:23:08 +00:00
Deshraj Yadav	5d38e3703a	chore: remove CLI_SPECIFICATION.md (#4578 ) Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>	2026-09-22 19:52:54 +05:30
mintlify[bot]	fb8bba1686	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-22 13:56:14 +00:00
88lin	fd8fd087ea	docs(vectordbs/pinecone): document extra_params on the Python config table (#7222 )	2026-09-22 19:25:51 +05:30
mintlify[bot]	bcaaf0eaa7	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4 # Conflicts: # docs/cookbooks/integrations/supabase.mdx	2026-09-22 13:33:27 +00:00
Shahil kadia	a214ec37bc	fix(examples): migrate OSS Memory search/get_all calls to v3 filters API (#7300 ) Co-authored-by: Shahil Kadia <nexiouscaliver@users.noreply.github.com>	2026-09-22 19:01:33 +05:30
mintlify[bot]	8b38da9ab8	Fix grammar & typos: SDK changelog v2.0.8 entry (#6716 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-09-22 18:51:03 +05:30
mintlify[bot]	17852dc648	SEO & metadata audit: shorten supabase cookbook description (#7380 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-09-22 18:50:39 +05:30
mintlify[bot]	bcc2436b06	docs: shorten Supabase cookbook description to SEO length	2026-09-18 17:55:13 +00:00
mintlify[bot]	9a53c61f98	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 17:54:18 +00:00
Himanshu	a39a802bbc	docs(cookbooks): Company Brain with Mem0 Platform + Supabase (#7309 )	2026-09-18 23:19:15 +05:30
mintlify[bot]	f2e196c0d9	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 10:59:37 +00:00
Saket Aryan	19f7134082	chore(release): bump every package the telemetry attribution work changed (#7373 ) Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>	2026-09-18 16:28:55 +05:30
mintlify[bot]	315df7d9d6	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 08:43:58 +00:00
Saket Aryan	a8d3634312	fix(plugins): stop the TypeScript telemetry losing events and misattributing accounts (#7358 )	2026-09-18 14:13:22 +05:30
Saket Aryan	1a5c7ad28c	feat(integrations): declare which surface each client is, and its version (#7326 )	2026-09-18 14:13:11 +05:30
mintlify[bot]	16a38382c0	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 08:16:39 +00:00
Saket Aryan	4e38b057fd	fix(plugins): count installs once, and re-resolve the email when the key changes (#7325 )	2026-09-18 13:46:25 +05:30
mintlify[bot]	c98f467660	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 08:13:59 +00:00
Saket Aryan	3362999095	fix(plugins): stop delivering telemetry events twice, and stop losing parked ones (#7324 )	2026-09-18 13:43:33 +05:30
mintlify[bot]	8ab0905dd2	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 08:12:49 +00:00
Saket Aryan	012cd32c3a	fix(plugins): report the plugin that produced the event, not the one that sent it (#7323 )	2026-09-18 13:42:34 +05:30
mintlify[bot]	36f061a46a	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-09-18 07:53:46 +00:00
Saket Aryan	e4e0307ae6	fix(plugins): say what telemetry actually sends, and salt the hashes (#7322 )	2026-09-18 13:23:05 +05:30
mintlify[bot]	d7bc7e3c56	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4 # Conflicts: # docs/integrations/hermes.mdx	2026-09-18 01:25:23 +00:00
Kartik	84bf468176	docs: add practical Mem0 Copilot guide (MEM-6344) (#7337 )	2026-09-18 06:54:04 +05:30
mintlify[bot]	f135cb9949	SEO & metadata audit: shorten hermes description (#7359 ) Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>	2026-09-17 19:32:03 +05:30
mintlify[bot]	340803b5dc	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4 # Conflicts: # .github/CLAUDE.md # .github/CLAUDE.md~HEAD # cli/node/CLAUDE.md # cli/node/CLAUDE.md~HEAD # cli/python/CLAUDE.md # cli/python/CLAUDE.md~HEAD # docs/CLAUDE.md # docs/CLAUDE.md~HEAD # docs/api-reference/dream/dream-preview.mdx # docs/api-reference/dream/get-dream-activity.mdx # docs/api-reference/dream/get-dream-config.mdx # docs/api-reference/dream/get-dream-memory-sources.mdx # docs/api-reference/dream/get-dream-run-memories.mdx # docs/api-reference/dream/get-dream-runs.mdx # docs/api-reference/dream/get-dream-stats.mdx # docs/api-reference/dream/update-dream-config.mdx # docs/api-reference/memory/delete-memory.mdx # docs/api-reference/memory/update-memory.mdx # docs/api-reference/organization/add-org-member.mdx # docs/api-reference/organization/get-org-members.mdx # docs/api-reference/project/add-project-member.mdx # docs/api-reference/project/get-project-members.mdx # docs/components/rerankers/overview.mdx # docs/core-concepts/memory-operations/update.mdx # docs/integrations/hermes.mdx # docs/open-source/features/multimodal-support.mdx # docs/open-source/features/overview.mdx # docs/open-source/overview.mdx # docs/platform/cli.mdx # docs/platform/features/multimodal-support.mdx # docs/platform/overview.mdx # integrations/CLAUDE.md # integrations/CLAUDE.md~HEAD # mem0-ts/CLAUDE.md # mem0-ts/CLAUDE.md~HEAD # mem0/CLAUDE.md # mem0/CLAUDE.md~HEAD # server/CLAUDE.md # server/CLAUDE.md~HEAD # server/dashboard/pnpm-lock.yaml # skills/CLAUDE.md # skills/CLAUDE.md~HEAD # tests/CLAUDE.md # tests/CLAUDE.md~HEAD	2026-09-17 13:59:51 +00:00
mintlify[bot]	7a1a048def	docs: strip spec-provided descriptions and rewrite 9 short/long descriptions	2026-09-17 13:57:20 +00:00
ANIRUDDHA ADAK	f5220ff8d4	fix(security): bump next to 15.5.24, patches GHSA-p293-qw3h-jr36 (#7320 )	2026-09-17 19:23:45 +05:30
mintlify[bot]	08d9636491	chore: merge origin/main into mintlify/af82bda4 and resolve conflicts	2026-09-16 11:46:52 +00:00
Paurush Mittal	0df3e4b87d	fix(docs): correct rendered titles and remaining SEO links (#7344 )	2026-09-16 17:14:33 +05:30
PowderXu	b51f7692f0	docs(upstash): correct the default collection namespace (#7287 )	2026-09-15 19:41:46 +05:30
jianyx1	dc7f88363f	docs: fix Hermes integration page to match the current plugin (#7244 )	2026-09-15 19:23:17 +05:30
Harsh Vardhan Gupta	c7ee362aff	fix(security): resolve 12 Vanta/Dependabot vulnerabilities across 6 pnpm workspaces + poetry.lock (#7280 ) Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>	2026-09-11 16:07:57 +05:30
Kartik	d873892dad	feat(plugins)!: make Sidekick exclusive to Claude Code (#7278 )	2026-09-10 20:51:50 +05:30
Kartik	02f7a9b2c4	docs: align agent plugin guides with shared runtime behavior (#7269 )	2026-09-09 01:03:26 +05:30
Kartik	73e7b8763a	refactor(integrations): shared agent plugin runtimes and native adapters (#7203 )	2026-09-08 23:32:25 +05:30
Kartik	dae67f74f5	fix(docs): SEO improvements for page titles, internal links, and URL structure (#7224 )	2026-09-04 20:32:23 +05:30
Kartik	9a7924befd	chore(release): bump Python and TypeScript SDK patch versions (#7210 )	2026-09-02 18:44:55 +05:30
Kartik	3cf41878ea	fix: replace PostHog evaluate_flags with static config for OSS notices (#7185 )	2026-09-02 18:00:01 +05:30
Elif Sema Balcioglu	c33ca27f5e	docs: fix Oracle vector store setup and search examples (#7111 )	2026-09-01 19:19:48 +05:30
Kartik	71fba8d464	feat(claude-code-plugin): move the Claude Code plugin to its own integration and ship it as 0.3.0 (#7106 )	2026-09-01 02:34:45 +05:30
mintlify[bot]	b5ae772eae	docs: shorten Dream feature description to SEO length	2026-08-04 14:16:54 +00:00
mintlify[bot]	1943cb9d40	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-08-04 14:15:39 +00:00
mintlify[bot]	a821f27baa	docs: expand temporal-reasoning description for SEO	2026-08-03 18:44:04 +00:00
mintlify[bot]	79d336dac9	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-08-03 18:43:02 +00:00
mintlify[bot]	1ee9196506	docs: expand short descriptions on top-level docs pages	2026-08-01 14:58:01 +00:00
mintlify[bot]	93a4017d67	Merge remote-tracking branch 'origin/main' into mintlify/af82bda4	2026-08-01 14:56:46 +00:00
mintlify[bot]	26520d4808	docs: improve SEO metadata across docs pages	2026-08-01 01:30:05 +00:00