fix(eve): address review — async-write status, reasoning filter, turn-bounded capture, best-effort dedup

Review by @kartik-mem0. Root cause across all four: Mem0's hosted add with infer:true is async and returns a PENDING event before the memory is visible. - store.ts/tools.ts: add() returns AddResult{status,eventId} via parseAddResult; the v3 add path returns {status:"PENDING", event_id}, so remember reports {status:"queued", eventId} for async writes and {status:"saved"} only when resolved. FAILED/unknown status maps to completed, not queued. - messages.ts: drop typed non-text parts (reasoning no longer leaks into memory); bound the captured assistant reply to the current turn and collect all of its text segments (text->tool->text) instead of a stale prior answer. - capture.ts + README + eve.mdx: document operationId dedup as best-effort (lookup+add is not atomic; pending/concurrent windows can double-write); removed the "restart replays cannot write twice" claim. Tests: 68 pass (+15). Added reasoning, tool-only/cross-turn, multi-segment, pending/concurrent capture replay, and PENDING/FAILED add-result cases. Typecheck + build clean.
fix(eve): scope forget, persist capture idempotency, and fail closed
2026-09-12 00:36:29 +09:00 · 2026-09-09 10:48:26 +08:00 · 2026-09-09 10:01:26 +08:00
764 changed files with 30581 additions and 47404 deletions
@@ -8,7 +8,7 @@
      "name": "mem0",
      "source": {
        "source": "local",
-        "path": "./integrations/codex-plugin"
+        "path": "./integrations/mem0-plugin"
      },
      "policy": {
        "installation": "AVAILABLE",
@@ -12,7 +12,7 @@
      "name": "mem0",
      "source": "./integrations/claude-code-plugin",
      "description": "Cross-session memory and token savings for coding agents.",
-      "version": "0.3.3"
+      "version": "0.3.0"
    }
  ]
 }
@@ -8,7 +8,7 @@
      "name": "mem0",
      "source": {
        "source": "local",
-        "path": "./integrations/codex-plugin"
+        "path": "./integrations/mem0-plugin"
      },
      "policy": {
        "installation": "AVAILABLE",
@@ -10,9 +10,9 @@
  "plugins": [
    {
      "name": "mem0",
-      "source": "./integrations/cursor-plugin",
-      "description": "Cross-session memory and token savings for coding agents.",
-      "version": "0.3.3"
+      "source": "./integrations/mem0-plugin",
+      "description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search.",
+      "version": "0.2.15"
    }
  ]
 }
@@ -18,14 +18,15 @@ 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 |
-| 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 |
+| Mem0 Plugin (legacy) | `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 |
+| Claude Code Plugin | `claude-code-plugin-checks.yml` | Push to main (`integrations/claude-code-plugin/`), manual | pytest + ruff + 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 |
 | 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 |
 | Zapier App | `zapier-mem0-checks.yml` | Push to main (`integrations/zapier-mem0/`), manual | tsc + `zapier validate` + offline unit tests on Node 22 |
 | mem0-strands | `mem0-strands-checks.yml` | Push to main (`integrations/mem0-strands/`), manual | Ruff + mypy + pytest + hatch build on Python 3.10, 3.11, 3.12 |
+| Eve | `eve-checks.yml` | Push to main (`integrations/eve/`), manual | tsc + vitest + tsup on Node 24 |
 | docs llms.txt | `docs-llms-txt-check.yml` | Manual | `docs/llms.txt` coverage |
 | GitHub Scripts | inline in `ci-gate.yml` | none | `node` over every `.github/scripts/*.test.js` |

@@ -64,6 +65,7 @@ Requiring `CI Gate` also means fork PRs from first-time contributors cannot merg
 | DeepSeek Harness Plugin | `deepseek-plugin-cd.yml` | `deepseek-plugin-v*` | npm (`@mem0/deepseek-plugin`) |
 | n8n Node | `n8n-nodes-mem0-cd.yml` | `n8n-nodes-mem0-v*` | npm (`@mem0/n8n-nodes-mem0`) |
 | mem0-strands | `mem0-strands-cd.yml` | `mem0-strands-v*` | PyPI (`mem0-strands`) |
+| Eve | `eve-cd.yml` | `eve-v*` | npm (`@mem0/eve`) |

 - Package CD workflows are `workflow_dispatch`-only, with `tag` and `prerelease` inputs. They check out and build the given tag.
 - All publishing uses **OIDC trusted publishing**. No tokens, no secrets.
@@ -1,97 +0,0 @@
-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
@@ -1,42 +0,0 @@
-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
@@ -38,14 +38,15 @@ jobs:
      cli_python: ${{ steps.filter.outputs.cli_python }}
      cli_node: ${{ steps.filter.outputs.cli_node }}
      openclaw: ${{ steps.filter.outputs.openclaw }}
-      agent_plugins_python: ${{ steps.filter.outputs.agent_plugins_python }}
-      agent_plugins_typescript: ${{ steps.filter.outputs.agent_plugins_typescript }}
+      mem0_plugin: ${{ steps.filter.outputs.mem0_plugin }}
+      claude_code_plugin: ${{ steps.filter.outputs.claude_code_plugin }}
      opencode_plugin: ${{ steps.filter.outputs.opencode_plugin }}
      pi_agent_plugin: ${{ steps.filter.outputs.pi_agent_plugin }}
      deepseek_plugin: ${{ steps.filter.outputs.deepseek_plugin }}
      n8n_nodes_mem0: ${{ steps.filter.outputs.n8n_nodes_mem0 }}
      zapier_mem0: ${{ steps.filter.outputs.zapier_mem0 }}
      mem0_strands: ${{ steps.filter.outputs.mem0_strands }}
+      eve: ${{ steps.filter.outputs.eve }}
      docs_llms_txt: ${{ steps.filter.outputs.docs_llms_txt }}
      github_scripts: ${{ steps.filter.outputs.github_scripts }}
    steps:
@@ -76,43 +77,27 @@ jobs:
              - '.github/workflows/ci-gate.yml'
            openclaw:
              - 'integrations/openclaw/**'
-              - 'integrations/agent-plugin-core/typescript/**'
              - '.github/workflows/openclaw-checks.yml'
              - '.github/workflows/ci-gate.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'
+            mem0_plugin:
+              - 'integrations/mem0-plugin/**'
+              - '!integrations/mem0-plugin/.opencode-plugin/**'
+              - '.github/workflows/mem0-plugin-checks.yml'
              - '.github/workflows/ci-gate.yml'
-            agent_plugins_typescript:
-              - 'integrations/agent-plugin-core/typescript/**'
-              - '.github/workflows/agent-plugins-typescript-checks.yml'
+            claude_code_plugin:
+              - 'integrations/claude-code-plugin/**'
+              - '.github/workflows/claude-code-plugin-checks.yml'
              - '.github/workflows/ci-gate.yml'
            opencode_plugin:
-              - 'integrations/opencode-plugin/**'
-              - 'integrations/agent-plugin-core/typescript/**'
+              - 'integrations/mem0-plugin/.opencode-plugin/**'
              - '.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:
@@ -126,6 +111,10 @@ jobs:
              - 'integrations/mem0-strands/**'
              - '.github/workflows/mem0-strands-checks.yml'
              - '.github/workflows/ci-gate.yml'
+            eve:
+              - 'integrations/eve/**'
+              - '.github/workflows/eve-checks.yml'
+              - '.github/workflows/ci-gate.yml'
            docs_llms_txt:
              - 'docs/**/*.mdx'
              - 'docs/llms.txt'
@@ -176,17 +165,18 @@ jobs:
    uses: ./.github/workflows/openclaw-checks.yml
    secrets: inherit

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

-  agent-plugins-typescript:
-    name: Agent Plugins TypeScript
+  claude-code-plugin:
+    name: Claude Code Plugin
    needs: changes
-    if: needs.changes.outputs.agent_plugins_typescript == 'true'
-    uses: ./.github/workflows/agent-plugins-typescript-checks.yml
+    if: needs.changes.outputs.claude_code_plugin == 'true'
+    uses: ./.github/workflows/claude-code-plugin-checks.yml
    secrets: inherit

  opencode-plugin:
@@ -229,6 +219,13 @@ jobs:
    uses: ./.github/workflows/mem0-strands-checks.yml
    secrets: inherit

+  eve:
+    name: Eve
+    needs: changes
+    if: needs.changes.outputs.eve == 'true'
+    uses: ./.github/workflows/eve-checks.yml
+    secrets: inherit
+
  docs-llms-txt:
    name: docs llms.txt
    needs: changes
@@ -263,14 +260,15 @@ jobs:
      - cli-python
      - cli-node
      - openclaw
-      - agent-plugins-python
-      - agent-plugins-typescript
+      - mem0-plugin
+      - claude-code-plugin
      - opencode-plugin
      - pi-agent-plugin
      - deepseek-plugin
      - n8n-nodes-mem0
      - zapier-mem0
      - mem0-strands
+      - eve
      - docs-llms-txt
      - github-scripts
    if: always()
@@ -0,0 +1,46 @@
+name: Claude Code Plugin Checks
+
+# 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/claude-code-plugin/**'
+      - '.github/workflows/claude-code-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: ${{ matrix.python-version }}
+
+      - name: Install test tooling
+        run: pip install pytest ruff
+        # The plugin itself has zero runtime dependencies — nothing else to install.
+
+      - name: Check manifests are valid JSON
+        working-directory: integrations/claude-code-plugin
+        run: |
+          for f in .claude-plugin/plugin.json .mcp.json hooks/hooks.json; do
+            jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
+          done
+
+      - name: Lint
+        working-directory: integrations/claude-code-plugin
+        run: python3 -m ruff check .
+
+      - name: Run tests
+        working-directory: integrations/claude-code-plugin
+        run: python3 -m pytest tests -q
@@ -8,7 +8,6 @@ on:
    branches: [main]
    paths:
      - 'integrations/deepseek-plugin/**'
-      - 'integrations/agent-plugin-core/typescript/**'
      - '.github/workflows/deepseek-plugin-checks.yml'
  workflow_call:

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

-      - name: Verify package artifact
-        run: python3 integrations/agent-plugin-core/conformance/artifacts.py deepseek
+      - 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)
@@ -0,0 +1,57 @@
+name: Publish @mem0/eve 📦 to npm
+
+on:
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: 'Release tag to build and publish (e.g. eve-v0.1.0)'
+        required: true
+        type: string
+      prerelease:
+        description: 'Publish under the version preid dist-tag instead of latest'
+        required: false
+        type: boolean
+        default: false
+
+jobs:
+  build-n-publish:
+    name: Build and publish @mem0/eve 📦 to npm
+    if: startsWith(inputs.tag, 'eve-v')
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    defaults:
+      run:
+        working-directory: integrations/eve
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: ${{ inputs.tag }}
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v4
+        with:
+          version: 9
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '24'
+          registry-url: 'https://registry.npmjs.org'
+          cache: 'pnpm'
+          cache-dependency-path: integrations/eve/pnpm-lock.yaml
+
+      - name: Install dependencies
+        run: pnpm install --frozen-lockfile
+
+      - name: Build
+        run: pnpm build
+
+      - name: Publish to npm
+        run: |
+          if [ "${{ inputs.prerelease }}" = "true" ]; then
+            PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
+            npx npm@latest publish --provenance --access public --tag "$PREID"
+          else
+            npx npm@latest publish --provenance --access public
+          fi
@@ -0,0 +1,85 @@
+name: eve checks
+
+on:
+  workflow_dispatch:
+  push:
+    branches: [main]
+    paths:
+      - 'integrations/eve/**'
+      - '.github/workflows/eve-checks.yml'
+  workflow_call:
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v4
+        with:
+          version: 9
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 24
+          cache: 'pnpm'
+          cache-dependency-path: integrations/eve/pnpm-lock.yaml
+
+      - name: Install dependencies
+        run: cd integrations/eve && pnpm install --frozen-lockfile
+
+      - name: Type check
+        run: cd integrations/eve && pnpm typecheck
+
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v4
+        with:
+          version: 9
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 24
+          cache: 'pnpm'
+          cache-dependency-path: integrations/eve/pnpm-lock.yaml
+
+      - name: Install dependencies
+        run: cd integrations/eve && pnpm install --frozen-lockfile
+
+      - name: Run tests
+        run: cd integrations/eve && pnpm test
+
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v4
+        with:
+          version: 9
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 24
+          cache: 'pnpm'
+          cache-dependency-path: integrations/eve/pnpm-lock.yaml
+
+      - name: Install dependencies
+        run: cd integrations/eve && pnpm install --frozen-lockfile
+
+      - name: Build
+        run: cd integrations/eve && pnpm build
+
+      - name: Verify dist output exists
+        run: |
+          test -f integrations/eve/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
+          test -f integrations/eve/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
@@ -0,0 +1,58 @@
+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
@@ -8,7 +8,6 @@ on:
    branches: [main]
    paths:
      - 'integrations/openclaw/**'
-      - 'integrations/agent-plugin-core/typescript/**'
      - '.github/workflows/openclaw-checks.yml'
  workflow_call:

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

-      - name: Verify package artifact
-        run: python3 integrations/agent-plugin-core/conformance/artifacts.py openclaw
+      - 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)
@@ -25,7 +25,7 @@ jobs:
      id-token: write
    defaults:
      run:
-        working-directory: integrations/opencode-plugin
+        working-directory: integrations/mem0-plugin/.opencode-plugin
    steps:
      - uses: actions/checkout@v4
        with:
@@ -7,8 +7,7 @@ on:
  push:
    branches: [main]
    paths:
-      - 'integrations/opencode-plugin/**'
-      - 'integrations/agent-plugin-core/typescript/**'
+      - 'integrations/mem0-plugin/.opencode-plugin/**'
      - '.github/workflows/opencode-plugin-checks.yml'
  workflow_call:

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

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

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

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

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

-      - name: Verify package artifact
-        run: python3 integrations/agent-plugin-core/conformance/artifacts.py pi-agent
+      - 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)
@@ -48,6 +48,7 @@ jobs:
            deepseek-plugin-v*)  workflow="deepseek-plugin-cd.yml" ;;
            n8n-nodes-mem0-v*) workflow="n8n-nodes-mem0-cd.yml" ;;
            mem0-strands-v*)   workflow="mem0-strands-cd.yml" ;;
+            eve-v*)            workflow="eve-cd.yml" ;;
            v*)           workflow="cd.yml" ;;
            *)
              echo "::error::Release tag '$TAG' does not match any known package prefix — nothing will be published. See the tag prefix table in AGENTS.md."
@@ -14,10 +14,6 @@ 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": "0.3.3",
-      "description": "Cross-session memory and token savings for coding agents.",
+      "version": "0.1.0",
+      "description": "Persistent memory for Kimi Code. Remembers decisions, patterns, and preferences across sessions.",
      "homepage": "https://mem0.ai",
      "keywords": ["memory", "personalization", "mcp", "semantic-search"],
-      "source": "https://github.com/mem0ai/mem0/tree/main/integrations/kimi-plugin"
+      "source": "https://github.com/mem0ai/mem0/tree/main/integrations/mem0-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 `integrations/opencode-plugin/`).
+- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `.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": "0.2.14",
+  "version": "0.2.13",
  "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": "^4.1.11",
+    "vitest": "^4.1.0",
    "@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: ^4.1.11
-        version: 4.1.11(@types/node@20.19.37)(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))
+        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))

 packages:

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

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

-  '@vitest/mocker@4.1.11':
-    resolution: {integrity: sha512-2XJVD55d1o5AZous5CCGKS74g/riOj9odEt2bQpCVZeblHyHdnMeFl4jl0XjU21stf4mbjUkew2eXQZt65g5CQ==}
+  '@vitest/mocker@4.1.8':
+    resolution: {integrity: sha512-LEiN/xe4OSIbKe9HQIp5OC24agGD9J5CnmMgsLohVVoOPWL9a2sBoR6VBx43jQZb7Kr1l4RCuyCJzcAa0+dojw==}
    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@4.1.11':
-    resolution: {integrity: sha512-yiZzPbGTS9Sr/JpFl8zHrcIkAofNbFV6k21vIgQN/cY/oxZeXhJv5sc/MBJ5jFKWmWs+oJHw0UXLZjmf931+Vw==}
+  '@vitest/pretty-format@4.1.8':
+    resolution: {integrity: sha512-9GasEBxpZ1VYIpqHf/0+YGg121uSNwCKOJqIrTwWP/TB7DmFCiaBpNl3aPZzoLWfWkuqhbH8vJIVobZkvdo2cA==}

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

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

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

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

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

-  vitest@4.1.11:
-    resolution: {integrity: sha512-fhACrNXUidIbGSBr5FlbuBkO7VWC1ZyLl0DO4CU2DrQoAPxX84Ysxs+HeGQpii5lZWV1Q4gBZTTu49mF+A6Edw==}
+  vitest@4.1.8:
+    resolution: {integrity: sha512-flY6ScbCIt9HThs+C5HS7jvGOB560DJtk/Z15IQROTA6zEy49Nh8T/dofWTQL+n3vswqn87sbJNiuqw1SDp5Ig==}
    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': 4.1.11
-      '@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
+      '@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
      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@4.1.11':
+  '@vitest/expect@4.1.8':
    dependencies:
      '@standard-schema/spec': 1.1.0
      '@types/chai': 5.2.3
-      '@vitest/spy': 4.1.11
-      '@vitest/utils': 4.1.11
+      '@vitest/spy': 4.1.8
+      '@vitest/utils': 4.1.8
      chai: 6.2.2
      tinyrainbow: 3.1.0

-  '@vitest/mocker@4.1.11(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))':
+  '@vitest/mocker@4.1.8(vite@6.4.3(@types/node@20.19.37)(tsx@4.21.0))':
    dependencies:
-      '@vitest/spy': 4.1.11
+      '@vitest/spy': 4.1.8
      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@4.1.11':
+  '@vitest/pretty-format@4.1.8':
    dependencies:
      tinyrainbow: 3.1.0

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

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

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

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

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

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

 [project]
 name = "mem0-cli"
-version = "0.2.13"
+version = "0.2.12"
 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__ = "0.2.13"
+__version__ = "0.2.12"
@@ -27,8 +27,7 @@ class PlatformBackend(Backend):
            headers={
                "Authorization": f"Token {config.api_key}",
                "Content-Type": "application/json",
-                "X-Mem0-Source": "CLI",
-                "X-Mem0-Client": f"mem0-cli-python/{__version__}",
+                "X-Mem0-Source": "cli",
                "X-Mem0-Client-Language": "python",
                "X-Mem0-Client-Version": __version__,
            },
@@ -1,9 +1,10 @@
 ---
-title: "API Reference Overview"
-sidebarTitle: "Overview"
+title: "Overview"
+seo:
+  title: "API Reference Overview - Mem0"
 icon: "terminal"
 iconType: "solid"
-description: "Explore the Mem0 REST API for adding, searching, updating, and deleting memories, plus managing users, organizations, projects, and webhooks."
+description: "REST APIs for memory management, search, and entity operations"
 ---

 ## Mem0 REST API
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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: "Send a DELETE request to /v2/entities/{entity_type}/{entity_id}/ to permanently remove a user entity from your Mem0 project by ID."
+description: "Remove a user entity from the Mem0 platform by entity type and ID using the DELETE endpoint."
 openapi: delete /v2/entities/{entity_type}/{entity_id}/
 ---
@@ -1,5 +1,5 @@
 ---
 title: 'Get Users'
-description: "Send a GET /v1/entities request to list every user entity in your Mem0 project, returning IDs, names, created_at, and metadata fields."
+description: "Retrieve a list of all user entities stored in the Mem0 platform using the GET endpoint."
 openapi: get /v1/entities/
 ---
@@ -1,6 +1,6 @@
 ---
 title: 'Get Event'
-description: "Fetch details of a specific Mem0 event by its event_id, including status, payload, and completion info for async memory operations."
+description: "Retrieve details of a specific event by ID, including status and payload for async memory operations."
 openapi: get /v1/event/{event_id}/
 ---

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

@@ -1,5 +1,6 @@
 ---
 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/
 ---

@@ -1,4 +1,5 @@
 ---
 title: 'Batch Delete Memories'
+description: "Delete multiple memories in a single batch request using the Mem0 API DELETE endpoint."
 openapi: delete /v1/batch/
 ---
@@ -1,4 +1,5 @@
 ---
 title: 'Batch Update Memories'
+description: "Update multiple memories in a single batch request using the Mem0 API PUT endpoint."
 openapi: put /v1/batch/
---
+---
@@ -1,5 +1,6 @@
 ---
 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/
 ---

@@ -1,4 +1,5 @@
 ---
 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 +1,7 @@
 ---
-title: "Delete Memory API Endpoint"
-sidebarTitle: "Delete Memory"
+title: 'Delete Memory'
+seo:
+  title: "Delete Memory API Endpoint - Mem0"
+description: "Delete a single memory by its unique memory ID from the Mem0 platform using the DELETE endpoint."
 openapi: delete /v1/memories/{memory_id}/
 ---
@@ -1,4 +1,5 @@
 ---
 title: 'Feedback'
+description: "Submit positive or negative feedback on memory results to help improve memory accuracy and relevance."
 openapi: post /v1/feedback/
 ---
@@ -1,5 +1,6 @@
 ---
 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/
 ---

@@ -1,6 +1,7 @@
 ---
 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.
@@ -1,4 +1,5 @@
 ---
 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}/
---
+---
@@ -1,4 +1,5 @@
 ---
 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/
---
+---
@@ -1,5 +1,6 @@
 ---
 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 +1,8 @@
 ---
-title: "Update Memory API Endpoint"
-sidebarTitle: "Update Memory"
+title: 'Update Memory'
+seo:
+  title: "Update Memory API Endpoint - Mem0"
+description: "Update the content, metadata, timestamp, or expiration date of a single memory by its unique ID using the PUT endpoint."
 openapi: put /v1/memories/{memory_id}/
 ---

@@ -1,6 +1,8 @@
 ---
-title: "Add Organization Member API Endpoint"
-sidebarTitle: "Add Member"
+title: 'Add Member'
+seo:
+  title: "Add Organization Member API Endpoint - Mem0"
+description: "Add a new member to an organization with a specified role such as READER or OWNER access level."
 openapi: post /api/v1/orgs/organizations/{org_id}/members/
 ---

@@ -1,4 +1,5 @@
 ---
 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/
---
+---
@@ -1,4 +1,5 @@
 ---
 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 +1,7 @@
 ---
-title: "Get Organization Members API Endpoint"
-sidebarTitle: "Get Members"
+title: 'Get Members'
+seo:
+  title: "Get Organization Members API Endpoint - Mem0"
+description: "Retrieve a list of all members belonging to a specific organization on the Mem0 platform."
 openapi: get /api/v1/orgs/organizations/{org_id}/members/
 ---
@@ -1,4 +1,5 @@
 ---
 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: "Call GET /api/v1/orgs/organizations to retrieve every organization tied to your Mem0 account, including IDs, names, and role metadata."
+description: "Retrieve a list of all organizations associated with your Mem0 account using the GET endpoint."
 openapi: get /api/v1/orgs/organizations/
 ---
@@ -1,5 +1,5 @@
 ---
 title: "Remove Organization Member"
-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."
+description: "Remove a member from an organization to revoke their access to its projects and resources."
 openapi: "delete /api/v1/orgs/organizations/{org_id}/members/"
 ---
@@ -1,4 +1,5 @@
 ---
 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 Mem0 apps with the organizations and projects APIs, covering isolation, access control, API keys, and team collaboration."
+description: "Manage multi-tenant applications with organization and project APIs"
 ---

 ## Overview
@@ -1,4 +0,0 @@
---
-title: 'Generate Profiles'
-openapi: post /v2/profiles/jobs/
---
@@ -1,4 +0,0 @@
---
-title: 'Get Generation Job'
-openapi: get /v2/profiles/jobs/{job_id}/
---
@@ -1,4 +0,0 @@
---
-title: 'Get Profile Settings'
-openapi: get /v2/profiles/settings/
---
@@ -1,4 +0,0 @@
---
-title: 'Get Profile'
-openapi: get /v2/entities/{entity_type}/{entity_id}/profile/
---
@@ -1,4 +0,0 @@
---
-title: 'Update Profile Settings'
-openapi: post /v2/profiles/settings/
---
@@ -1,6 +1,8 @@
 ---
-title: "Add Project Member API Endpoint"
-sidebarTitle: "Add Member"
+title: 'Add Member'
+seo:
+  title: "Add Project Member API Endpoint - Mem0"
+description: "Add a new member to a project with a specified role such as READER or OWNER access level."
 openapi: post /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/
 ---

@@ -1,4 +1,5 @@
 ---
 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/
---
+---
@@ -1,4 +1,5 @@
 ---
 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 +1,7 @@
 ---
-title: "Get Project Members API Endpoint"
-sidebarTitle: "Get Members"
+title: 'Get Members'
+seo:
+  title: "Get Project Members API Endpoint - Mem0"
+description: "Retrieve a list of all members belonging to a specific project on the Mem0 platform."
 openapi: get /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/
 ---
@@ -1,4 +1,5 @@
 ---
 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}/
---
+---
@@ -1,4 +1,5 @@
 ---
 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: "Send a DELETE request to remove a member from a Mem0 project and revoke their access to its memories, settings, API keys, and resources."
+description: "Remove a member from a project to revoke their access to its memories, configuration, and resources."
 openapi: "delete /api/v1/orgs/organizations/{org_id}/projects/{project_id}/members/"
 ---
@@ -1,4 +1,5 @@
 ---
 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/"
 ---
@@ -1,4 +1,5 @@
 ---
 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}/"
 ---
@@ -1,5 +1,6 @@
 ---
 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}/
 ---

@@ -1,4 +1,5 @@
 ---
 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}/
 ---
@@ -1,5 +1,6 @@
 ---
 title: 'Get Webhook'
+description: "Retrieve webhook configuration details for a specific project on the Mem0 platform."
 openapi: get /api/v1/webhooks/projects/{project_id}/
 ---

@@ -1,5 +1,6 @@
 ---
 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: "Highlights of major Mem0 product launches, headline features, integrations like n8n and Zapier, and milestones across the platform and SDKs."
+description: "Major product launches, headline features, and milestones for Mem0."
 mode: "wide"
 ---

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

@@ -1,42 +1,12 @@
 ---
 title: "SDK & Tools"
-description: "Release notes for the Mem0 Python SDK, TypeScript SDK, Vercel AI SDK, CLI, and editor plugins, including new vector stores and bug fixes."
+description: "Release notes for the Mem0 Python SDK, TypeScript SDK, Vercel AI SDK, CLI, and editor plugins."
 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:**
@@ -204,7 +174,7 @@ mode: "wide"
 <Update label="2026-06-24" description="v2.0.8">

 **New Features:**
- **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))
+- **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))

 **Bug Fixes:**
 - **Core:** Guard against malformed `image_url` entries in `parse_vision_messages` to prevent crashes ([#5631](https://github.com/mem0ai/mem0/pull/5631))
@@ -994,7 +964,7 @@ 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 OpenSearch Serverless
+- **AWS:** Added support for Opsearch Serverless
 - **Examples:** Added ElizaOS Example

 **Improvements:**
@@ -1257,31 +1227,6 @@ 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:**
@@ -1919,13 +1864,6 @@ See the [OSS v2 to v3 migration guide](https://docs.mem0.ai/migration/oss-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:**
@@ -2122,29 +2060,6 @@ 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:**
@@ -2431,163 +2346,8 @@ 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:**
@@ -2668,43 +2428,6 @@ 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:**
@@ -2781,45 +2504,6 @@ 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))
@@ -2836,39 +2520,6 @@ 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:**
@@ -3139,40 +2790,6 @@ 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:**
@@ -3268,38 +2885,6 @@ 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:**
@@ -3327,13 +2912,6 @@ 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:**
@@ -1,6 +1,7 @@
 ---
-title: "Embedder Configuration Reference"
-sidebarTitle: "Configurations"
+title: Configurations
+seo:
+  title: "Embedder Configuration Reference - Mem0"
 description: "Reference for embedder configuration options in Mem0, including provider selection and model settings."
 ---

@@ -1,6 +1,7 @@
 ---
-title: "AWS Bedrock as Embedding Provider"
-sidebarTitle: "AWS Bedrock"
+title: AWS Bedrock
+seo:
+  title: "AWS Bedrock as Embedding Provider - Mem0"
 description: "Configure AWS Bedrock as an embedding provider in Mem0 with IAM credentials and boto3 authentication."
 ---

@@ -1,6 +1,7 @@
 ---
-title: "Azure OpenAI as Embedding Provider"
-sidebarTitle: "Azure OpenAI"
+title: Azure OpenAI
+seo:
+  title: "Azure OpenAI as Embedding Provider - Mem0"
 description: "Configure Azure OpenAI as an embedding provider in Mem0 with API key, deployment, and endpoint settings."
 ---

@@ -1,6 +1,6 @@
 ---
 title: "FastEmbed"
-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."
+description: "Configure FastEmbed as an embedding provider in Mem0 to generate embeddings locally using ONNX-based models without a GPU."
 ---

 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.
@@ -1,6 +1,7 @@
 ---
-title: "Google AI as Embedding Provider"
-sidebarTitle: "Google AI"
+title: Google AI
+seo:
+  title: "Google AI as Embedding Provider - Mem0"
 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: "Use Hugging Face embeddings in Mem0 via local sentence-transformers or a Text Embeddings Inference (TEI) endpoint for fast, self-hosted vectors."
+description: "Configure Hugging Face as an embedding provider in Mem0 for local embedding generation with open-source models."
 ---

 You can use embedding models from Huggingface to run Mem0 locally.
@@ -1,6 +1,7 @@
 ---
-title: "LangChain as Embedding Provider"
-sidebarTitle: "LangChain"
+title: LangChain
+seo:
+  title: "LangChain as Embedding Provider - Mem0"
 description: "Use LangChain as an embedding provider in Mem0 to access a wide range of models through a unified interface."
 ---

@@ -1,6 +1,7 @@
 ---
-title: "LM Studio as Embedding Provider"
-sidebarTitle: "LM Studio"
+title: "LM Studio"
+seo:
+  title: "LM Studio as Embedding Provider - Mem0"
 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.
@@ -1,6 +1,7 @@
 ---
-title: "Ollama as Embedding Provider"
-sidebarTitle: "Ollama"
+title: "Ollama"
+seo:
+  title: "Ollama as Embedding Provider - Mem0"
 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.
@@ -1,6 +1,7 @@
 ---
-title: "OpenAI as Embedding Provider"
-sidebarTitle: "OpenAI"
+title: OpenAI
+seo:
+  title: "OpenAI as Embedding Provider - Mem0"
 description: "Configure OpenAI as an embedding provider in Mem0 using models like text-embedding-3-large for vector generation."
 ---

@@ -1,6 +1,7 @@
 ---
-title: "Together AI as Embedding Provider"
-sidebarTitle: "Together"
+title: Together
+seo:
+  title: "Together AI as Embedding Provider - Mem0"
 description: "Configure Together AI as an embedding provider in Mem0 with support for 1024-dimensional embedding models."
 ---

@@ -11,7 +12,7 @@ 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: "Use Google Cloud Vertex AI embeddings in Mem0 with ADC authentication, gemini-embedding-001, and task-specific types for add, update, and search."
+description: "Configure Google Cloud Vertex AI as an embedding provider in Mem0 with support for task-specific embedding types."
 ---
 ### Vertex AI

@@ -1,6 +1,7 @@
 ---
-title: "Embedding Providers Overview"
-sidebarTitle: Overview
+title: Overview
+seo:
+  title: "Embedding Providers Overview - Mem0"
 description: "Overview of all supported embedding model providers in Mem0, including OpenAI, Azure, Ollama, and more."
 ---

@@ -1,6 +1,7 @@
 ---
-title: "LLM Configuration Reference"
-sidebarTitle: "Configurations"
+title: Configurations
+seo:
+  title: "LLM Configuration Reference - Mem0"
 description: "Reference for LLM configuration options in Mem0 for Python and TypeScript, including value precedence rules."
 ---

@@ -1,6 +1,6 @@
 ---
 title: Anthropic
-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."
+description: "Configure Anthropic Claude models as the LLM provider in Mem0 with API key setup and usage examples."
 ---


@@ -1,6 +1,7 @@
 ---
-title: "AWS Bedrock as LLM Provider"
-sidebarTitle: "AWS Bedrock"
+title: AWS Bedrock
+seo:
+  title: "AWS Bedrock as LLM Provider - Mem0"
 description: "Configure AWS Bedrock as an LLM provider in Mem0 with IAM authentication and Claude model support."
 ---

--- a/Show More
+++ b/Show More