feat: add OpenSandbox tool for sandbox-based code execution

.github/workflows/build-uv-cache.yml

@@ -23,10 +23,10 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+        uses: actions/checkout@v4
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: ${{ matrix.python-version }}
@@ -39,7 +39,7 @@ jobs:
           echo "Cache populated successfully"
 
       - name: Save uv caches
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: |
             ~/.cache/uv

.github/workflows/codeql.yml

@@ -59,7 +59,7 @@ jobs:
         # your codebase is analyzed, see https://docs.github.com/en/code-security/code-scanning/creating-an-advanced-setup-for-code-scanning/codeql-code-scanning-for-compiled-languages
     steps:
     - name: Checkout repository
-      uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      uses: actions/checkout@v4
 
     # Add any setup steps before running the `github/codeql-action/init` action.
     # This includes steps like installing compilers or runtimes (`actions/setup-node`
@@ -69,7 +69,7 @@ jobs:
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4.35.5
+      uses: github/codeql-action/init@v4
       with:
         languages: ${{ matrix.language }}
         build-mode: ${{ matrix.build-mode }}
@@ -98,6 +98,6 @@ jobs:
         exit 1
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4.35.5
+      uses: github/codeql-action/analyze@v4
       with:
         category: "/language:${{matrix.language}}"

.github/workflows/docs-broken-links.yml

@@ -18,10 +18,10 @@ jobs:
     name: Check broken links
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      - uses: actions/checkout@v4
 
       - name: Set up Node
-        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0
+        uses: actions/setup-node@v4
         with:
           node-version: "22"
 

.github/workflows/generate-tool-specs.yml

@@ -22,19 +22,19 @@ jobs:
     steps:
       - name: Generate GitHub App token
         id: app-token
-        uses: actions/create-github-app-token@bcd2ba49218906704ab6c1aa796996da409d3eb1 # v3.2.0
+        uses: tibdex/github-app-token@v2
         with:
-          app-id: ${{ secrets.CREWAI_TOOL_SPECS_APP_ID }}
-          private-key: ${{ secrets.CREWAI_TOOL_SPECS_PRIVATE_KEY }}
+          app_id: ${{ secrets.CREWAI_TOOL_SPECS_APP_ID }}
+          private_key: ${{ secrets.CREWAI_TOOL_SPECS_PRIVATE_KEY }}
 
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+        uses: actions/checkout@v4
         with:
           ref: ${{ github.head_ref }}
           token: ${{ steps.app-token.outputs.token }}
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: "3.12"

.github/workflows/linter.yml

@@ -12,8 +12,8 @@ jobs:
     outputs:
       code: ${{ steps.filter.outputs.code }}
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: actions/checkout@v4
+      - uses: dorny/paths-filter@v3
         id: filter
         with:
           filters: |
@@ -26,11 +26,11 @@ jobs:
     if: needs.changes.outputs.code == 'true'
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      - uses: actions/checkout@v4
 
       - name: Restore global uv cache
         id: cache-restore
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/restore@v4
         with:
           path: |
             ~/.cache/uv
@@ -41,7 +41,7 @@ jobs:
             uv-main-py3.11-
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: "3.11"
@@ -58,7 +58,7 @@ jobs:
 
       - name: Save uv caches
         if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: |
             ~/.cache/uv

.github/workflows/nightly.yml

@@ -18,7 +18,7 @@ jobs:
     outputs:
       has_changes: ${{ steps.check.outputs.has_changes }}
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      - uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
@@ -41,10 +41,10 @@ jobs:
     permissions:
       contents: read
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      - uses: actions/checkout@v4
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: "3.12"
@@ -87,7 +87,7 @@ jobs:
           rm dist/.gitignore
 
       - name: Upload artifacts
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        uses: actions/upload-artifact@v4
         with:
           name: dist
           path: dist/
@@ -103,14 +103,14 @@ jobs:
       contents: read
     steps:
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: "3.12"
           enable-cache: false
 
       - name: Download artifacts
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        uses: actions/download-artifact@v4
         with:
           name: dist
           path: dist

.github/workflows/pr-size.yml

@@ -10,7 +10,7 @@ jobs:
     permissions:
       pull-requests: write
     steps:
-      - uses: codelytv/pr-size-labeler@095a41fca88b8764fd9e008ad269bcdb82bb38b9 # v1
+      - uses: codelytv/pr-size-labeler@v1
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           xs_label: "size/XS"

.github/workflows/pr-title.yml

@@ -12,7 +12,7 @@ jobs:
   pr-title:
     runs-on: ubuntu-latest
     steps:
-      - uses: amannn/action-semantic-pull-request@e32d7e603df1aa1ba07e981f2a23455dee596825 # v5
+      - uses: amannn/action-semantic-pull-request@v5
         continue-on-error: true
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/publish.yml

@@ -24,17 +24,17 @@ jobs:
             echo "tag=" >> $GITHUB_OUTPUT
           fi
 
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      - uses: actions/checkout@v4
         with:
           ref: ${{ steps.release.outputs.tag || github.ref }}
 
       - name: Set up Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@v5
         with:
           python-version: "3.12"
 
       - name: Install uv
-        uses: astral-sh/setup-uv@38f3f104447c67c051c4a08e39b64a148898af3a # v4
+        uses: astral-sh/setup-uv@v4
 
       - name: Build packages
         run: |
@@ -42,7 +42,7 @@ jobs:
           rm dist/.gitignore
 
       - name: Upload artifacts
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        uses: actions/upload-artifact@v4
         with:
           name: dist
           path: dist/
@@ -58,19 +58,19 @@ jobs:
       id-token: write
       contents: read
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+      - uses: actions/checkout@v4
         with:
           ref: ${{ inputs.release_tag || github.ref }}
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: "3.12"
           enable-cache: false
 
       - name: Download artifacts
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4.3.0
+        uses: actions/download-artifact@v4
         with:
           name: dist
           path: dist
@@ -159,7 +159,7 @@ jobs:
 
       - name: Notify Slack
         if: success()
-        uses: slackapi/slack-github-action@b0fa283ad8fea605de13dc3f449259339835fc52 # v2.1.0
+        uses: slackapi/slack-github-action@v2.1.0
         with:
           webhook: ${{ secrets.SLACK_WEBHOOK_URL }}
           webhook-type: incoming-webhook

.github/workflows/stale.yml

@@ -14,7 +14,7 @@ jobs:
   stale:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/stale@5bef64f19d7facfb25b37b414482c7164d639639 # v9.1.0
+    - uses: actions/stale@v9
       with:
         repo-token: ${{ secrets.GITHUB_TOKEN }}
         stale-issue-label: 'no-issue-activity'

.github/workflows/tests.yml

@@ -12,8 +12,8 @@ jobs:
     outputs:
       code: ${{ steps.filter.outputs.code }}
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: actions/checkout@v4
+      - uses: dorny/paths-filter@v3
         id: filter
         with:
           filters: |
@@ -34,13 +34,13 @@ jobs:
         group: [1, 2, 3, 4, 5, 6, 7, 8]
     steps:
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0  # Fetch all history for proper diff
 
       - name: Restore global uv cache
         id: cache-restore
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/restore@v4
         with:
           path: |
             ~/.cache/uv
@@ -51,7 +51,7 @@ jobs:
             uv-main-py${{ matrix.python-version }}-
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: ${{ matrix.python-version }}
@@ -61,7 +61,7 @@ jobs:
         run: uv sync --all-groups --all-extras
 
       - name: Restore test durations
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/restore@v4
         with:
           path: .test_durations_py*
           key: test-durations-py${{ matrix.python-version }}
@@ -108,7 +108,7 @@ jobs:
 
       - name: Save uv caches
         if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: |
             ~/.cache/uv

.github/workflows/type-checker.yml

@@ -12,8 +12,8 @@ jobs:
     outputs:
       code: ${{ steps.filter.outputs.code }}
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: actions/checkout@v4
+      - uses: dorny/paths-filter@v3
         id: filter
         with:
           filters: |
@@ -33,11 +33,11 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+        uses: actions/checkout@v4
 
       - name: Restore global uv cache
         id: cache-restore
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/restore@v4
         with:
           path: |
             ~/.cache/uv
@@ -48,7 +48,7 @@ jobs:
             uv-main-py${{ matrix.python-version }}-
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: ${{ matrix.python-version }}
@@ -62,7 +62,7 @@ jobs:
 
       - name: Save uv caches
         if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: |
             ~/.cache/uv

.github/workflows/update-test-durations.yml

@@ -23,11 +23,11 @@ jobs:
     
     steps:
       - name: Checkout repository
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
+        uses: actions/checkout@v4
 
       - name: Restore global uv cache
         id: cache-restore
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/restore@v4
         with:
           path: |
             ~/.cache/uv
@@ -38,7 +38,7 @@ jobs:
             uv-main-py${{ matrix.python-version }}-
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: ${{ matrix.python-version }}
@@ -55,14 +55,14 @@ jobs:
 
       - name: Save durations to cache
         if: always()
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: .test_durations_py*
           key: test-durations-py${{ matrix.python-version }}
 
       - name: Save uv caches
         if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: |
             ~/.cache/uv

.github/workflows/vulnerability-scan.yml

@@ -16,13 +16,11 @@ jobs:
     name: pip-audit
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
-        with:
-          persist-credentials: false
+      - uses: actions/checkout@v4
 
       - name: Restore global uv cache
         id: cache-restore
-        uses: actions/cache/restore@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/restore@v4
         with:
           path: |
             ~/.cache/uv
@@ -33,7 +31,7 @@ jobs:
             uv-main-py3.11-
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
         with:
           version: "0.11.3"
           python-version: "3.11"
@@ -48,45 +46,9 @@ jobs:
       - name: Run pip-audit
         run: |
           uv run pip-audit --desc --aliases --skip-editable --format json --output pip-audit-report.json \
-            --ignore-vuln PYSEC-2024-277 \
-            --ignore-vuln PYSEC-2026-89 \
-            --ignore-vuln PYSEC-2026-97 \
-            --ignore-vuln PYSEC-2025-148 \
-            --ignore-vuln PYSEC-2025-183 \
-            --ignore-vuln PYSEC-2025-189 \
-            --ignore-vuln PYSEC-2025-190 \
-            --ignore-vuln PYSEC-2025-191 \
-            --ignore-vuln PYSEC-2025-192 \
-            --ignore-vuln PYSEC-2025-193 \
-            --ignore-vuln PYSEC-2025-194 \
-            --ignore-vuln PYSEC-2025-195 \
-            --ignore-vuln PYSEC-2025-196 \
-            --ignore-vuln PYSEC-2025-197 \
-            --ignore-vuln PYSEC-2025-210 \
-            --ignore-vuln PYSEC-2026-139 \
-            --ignore-vuln GHSA-rrmf-rvhw-rf47 \
-            --ignore-vuln PYSEC-2025-211 \
-            --ignore-vuln PYSEC-2025-212 \
-            --ignore-vuln PYSEC-2025-213 \
-            --ignore-vuln PYSEC-2025-214 \
-            --ignore-vuln PYSEC-2025-215 \
-            --ignore-vuln PYSEC-2025-216 \
-            --ignore-vuln PYSEC-2025-217 \
-            --ignore-vuln PYSEC-2025-218 \
-            --ignore-vuln GHSA-f4j7-r4q5-qw2c
+            --ignore-vuln CVE-2026-3219
         # Ignored CVEs:
-        #   PYSEC-2024-277      - joblib 1.5.3: disputed; NumpyArrayWrapper only used with trusted caches
-        #   PYSEC-2026-89       - markdown 3.10.2: DoS via malformed HTML; fix 3.8.1 — already past, advisory range is stale
-        #   PYSEC-2026-97       - nltk 3.9.4: arbitrary file read in filestring(); no fix available
-        #   PYSEC-2025-148      - onnx 1.21.0: path traversal in save_external_data; no fix available
-        #   PYSEC-2025-183      - pyjwt 2.12.1: disputed weak-encryption claim; key length is application-chosen
-        #   PYSEC-2025-189..197 - torch 2.11.0: memory-corruption/DoS in functions only reachable via untrusted models; no fix available
-        #   PYSEC-2025-210, PYSEC-2026-139 - torch 2.11.0: profiler/deserialization issues; no fix available
-        #   GHSA-rrmf-rvhw-rf47 - torch 2.11.0 (CVE-2025-3000, alias of PYSEC-2025-194): memory corruption in torch.jit.script, CVSS 1.9, local-only; affected <=2.12.0, no fix available. pip-audit reports it under the GHSA id so the PYSEC ignore above does not catch it.
-        #   PYSEC-2025-211..218 - transformers 5.5.4: deserialization/code injection via malicious model checkpoints; no fix available
-        #   GHSA-f4j7-r4q5-qw2c - chromadb 1.1.1 (CVE-2026-45829): pre-auth RCE via /api/v2/tenants/{tenant}/databases/{db}/collections when trust_remote_code=true.
-        #                         Advisory: vulnerable >=1.0.0,<=1.5.9, firstPatchedVersion=none. We only use chromadb.PersistentClient (lib/crewai/src/crewai/rag/chromadb/factory.py)
-        #                         and chromadb.utils.embedding_functions; the chromadb HTTP server is never started, so the vulnerable route is not exposed.
+        #   CVE-2026-3219   - pip 26.0.1 (GHSA-58qw-9mgm-455v): no fix available, archive handling issue
         continue-on-error: true
 
       - name: Display results
@@ -118,14 +80,14 @@ jobs:
 
       - name: Upload pip-audit report
         if: always()
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        uses: actions/upload-artifact@v4
         with:
           name: pip-audit-report
           path: pip-audit-report.json
 
       - name: Save uv caches
         if: steps.cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
+        uses: actions/cache/save@v4
         with:
           path: |
             ~/.cache/uv

.gitignore

@@ -31,5 +31,3 @@ chromadb-*.lock
 blogs/*
 secrets/*
 UNKNOWN.egg-info/
-demos/*
-.crewai/*

.pre-commit-config.yaml

@@ -28,35 +28,7 @@ repos:
     hooks:
       - id: pip-audit
         name: pip-audit
-        # Keep this ignore list in sync with .github/workflows/vulnerability-scan.yml.
-        entry: >-
-          bash -c 'source .venv/bin/activate && uv run pip-audit --skip-editable
-          --ignore-vuln PYSEC-2024-277
-          --ignore-vuln PYSEC-2026-89
-          --ignore-vuln PYSEC-2026-97
-          --ignore-vuln PYSEC-2025-148
-          --ignore-vuln PYSEC-2025-183
-          --ignore-vuln PYSEC-2025-189
-          --ignore-vuln PYSEC-2025-190
-          --ignore-vuln PYSEC-2025-191
-          --ignore-vuln PYSEC-2025-192
-          --ignore-vuln PYSEC-2025-193
-          --ignore-vuln PYSEC-2025-194
-          --ignore-vuln PYSEC-2025-195
-          --ignore-vuln PYSEC-2025-196
-          --ignore-vuln PYSEC-2025-197
-          --ignore-vuln PYSEC-2025-210
-          --ignore-vuln PYSEC-2026-139
-          --ignore-vuln GHSA-rrmf-rvhw-rf47
-          --ignore-vuln PYSEC-2025-211
-          --ignore-vuln PYSEC-2025-212
-          --ignore-vuln PYSEC-2025-213
-          --ignore-vuln PYSEC-2025-214
-          --ignore-vuln PYSEC-2025-215
-          --ignore-vuln PYSEC-2025-216
-          --ignore-vuln PYSEC-2025-217
-          --ignore-vuln PYSEC-2025-218
-          --ignore-vuln GHSA-f4j7-r4q5-qw2c' --
+        entry: bash -c 'source .venv/bin/activate && uv run pip-audit --skip-editable --ignore-vuln CVE-2026-3219' --
         language: system
         pass_filenames: false
         stages: [pre-push, manual]

AGENTS.md

@@ -1,142 +0,0 @@
-# Docs contributor guide
-
-The `docs/` directory is published at [docs.crewai.com](https://docs.crewai.com)
-by [Mintlify](https://www.mintlify.com/). Mintlify watches `docs/docs.json`
-and the MDX files referenced from it.
-
-## TL;DR for editing docs
-
-- Edit MDX under `docs/edge/<lang>/...` (e.g. `docs/edge/en/concepts/agents.mdx`).
-- Your change ships under the **Edge** version selector the moment it merges
-  to `main`. Edge follows `main` and is the channel for unreleased work.
-- On release cut, the current Edge state is frozen into `docs/v<X.Y.Z>/` and
-  that snapshot becomes the new default version in the selector (tag:
-  `Latest`). Canonical URLs (`/<lang>/...`) auto-redirect to the new default.
-- Never modify files under `docs/v*/`. Those are frozen release snapshots
-  and the `docs-snapshots` CI guard rejects writes. The only exception is a
-  release-cut PR (auto-generated by `devtools release` or the manual
-  `scripts/docs/freeze_current_edge.py` wrapper), which uses a
-  `[docs-freeze]` title prefix to opt out.
-- Never delete or rename files under `docs/images/`. Images are append-only.
-  See [Images](#images) below.
-
-## The version model
-
-The site has one rolling channel (Edge) plus one frozen snapshot per
-release.
-
-```
-docs/
-  edge/                  <-- Edge sources (you edit here)
-    en/...
-    pt-BR/  ko/  ar/
-    enterprise-api.*.yaml
-
-  v1.14.7/               <-- frozen snapshot of v1.14.7
-    en/...
-    pt-BR/  ko/  ar/
-    enterprise-api.*.yaml
-  v1.14.6/...
-  ...
-
-  images/                <-- shared, append-only
-  docs.json              <-- Mintlify config: navigation + redirects
-```
-
-`docs/docs.json` lists one navigation block per version per language. Edge
-points at `docs/edge/<lang>/...`; every other version points at its own
-`docs/v<X.Y.Z>/<lang>/...` subtree. Mintlify scopes both the sidebar and the
-in-site search to whichever version the reader selects, so picking
-`v1.10.0` genuinely shows the v1.10.0 docs (and only those).
-
-### URLs and canonical redirects
-
-Each Mintlify version corresponds to its own URL prefix:
-
-- Edge: `/edge/<lang>/<page>` (e.g. `/edge/en/concepts/agents`)
-- Frozen: `/v<X.Y.Z>/<lang>/<page>` (e.g. `/v1.14.7/en/concepts/agents`)
-
-External links to the old, unversioned `/<lang>/<page>` URLs would 404 under
-this layout. To keep them working, `docs.json` ships wildcard redirects:
-
-```jsonc
-{ "source": "/en/:slug*", "destination": "/v1.14.7/en/:slug*", "permanent": false }
-```
-
-The release-cut step rewrites the destination on every release so canonical
-`/<lang>/...` URLs always resolve to the latest stable docs.
-
-## Lifecycle
-
-1. **During development.** You add or edit pages under
-   `docs/edge/<lang>/...` in normal PRs. They land in Edge as soon as the PR
-   merges. Both `/edge/<lang>/<page>` and the version selector's `Edge` entry
-   reflect the change immediately.
-2. **Release cut.** The release engineer runs `devtools release X.Y.Z`. As
-   part of that flow the CLI opens a `[docs-freeze]` PR that copies Edge into
-   `docs/v<X.Y.Z>/`, rewrites internal OpenAPI references, updates
-   `docs/docs.json` to make `v<X.Y.Z>` the new default + `Latest`, and rewires
-   the canonical-URL redirects to the new default. The PR must merge before
-   the tag and PyPI publish run.
-3. **After release.** Edge keeps rolling. Patch fixes to the just-released
-   docs go into Edge and ship with the next release. We do not back-edit
-   frozen snapshots.
-
-See [`RELEASING.md`](RELEASING.md) for the full release runbook.
-
-## Images
-
-Snapshots share a single `docs/images/` directory. If an image is deleted
-or renamed, every frozen snapshot that referenced it breaks. So the rule
-is:
-
-- Adding new images is always fine.
-- Deleting or renaming an existing image fails CI unless the PR is a
-  `[docs-freeze]` release-cut PR.
-- If an asset is wrong, add a new file with a new name and reference the
-  new name in the Edge MDX (`docs/edge/<lang>/...`). Leave the old file
-  alone.
-
-## Local preview
-
-Install the Mintlify CLI and run from `docs/`:
-
-```bash
-npm i -g mintlify
-mintlify dev
-```
-
-Use the version selector at the top of the rendered page to switch between
-Edge and frozen versions.
-
-To check links across every version:
-
-```bash
-mintlify broken-links
-```
-
-CI runs the broken-links check on every PR that touches `docs/**` via
-[`.github/workflows/docs-broken-links.yml`](.github/workflows/docs-broken-links.yml).
-
-## Scripts
-
-- `scripts/docs/freeze_historical_versions.py` — one-time migration that
-  reconstructed `docs/v1.10.0/` through `docs/v1.14.7/` from git tags. You
-  should not need to run this again.
-- `scripts/docs/prefix_version_paths.py` — one-time migration that switched
-  `docs/docs.json` to directory-based versioning, inserted Edge, and added
-  the canonical-URL redirects. You should not need to run this again.
-- `scripts/docs/freeze_current_edge.py` — thin CLI wrapper around
-  `crewai_devtools.docs_versioning.freeze`. `devtools release` calls the
-  same module during its docs PR step; this script is the manual escape
-  hatch (e.g. retroactively freezing a forgotten release).
-
-## CI guards
-
-- [`.github/workflows/docs-snapshots.yml`](.github/workflows/docs-snapshots.yml)
-  enforces the two rules above (frozen snapshots immutable, images
-  append-only). Both checks accept the `[docs-freeze]` PR-title escape
-  hatch.
-- [`.github/workflows/docs-broken-links.yml`](.github/workflows/docs-broken-links.yml)
-  runs `mintlify broken-links` against the whole site, so adding a new
-  page or moving a snapshot file that breaks a link will fail CI.

README.md

@@ -601,19 +601,6 @@ CrewAI is open-source and we welcome contributions. If you're looking to contrib
 - Send a pull request.
 - We appreciate your input!
 
-### Contributing to the docs
-
-The site at [docs.crewai.com](https://docs.crewai.com) is published from
-`docs/` by [Mintlify](https://www.mintlify.com/). The docs use directory-based
-versioning: edits to `docs/edge/<lang>/...` (e.g.
-`docs/edge/en/concepts/agents.mdx`) land under the **Edge** version selector
-immediately and are frozen into a new versioned snapshot under
-`docs/v<X.Y.Z>/` at the next release cut. Frozen snapshots are immutable — CI
-rejects PRs that modify them without a `[docs-freeze]` title prefix. The
-release CLI (`devtools release`) handles the freeze automatically; see
-[`AGENTS.md`](AGENTS.md) for the full contributor guide and
-[`RELEASING.md`](RELEASING.md) for the release-cut runbook.
-
 ### Installing Dependencies
 
 ```bash

conftest.py

@@ -5,105 +5,12 @@ from collections.abc import Generator
 import gzip
 import os
 from pathlib import Path
-import re
 import tempfile
 from typing import Any
 
 from dotenv import load_dotenv
 import pytest
-
-
-def _patch_vcrpy_aiohttp_compat() -> None:
-    """Keep vcrpy's aiohttp stub working under aiohttp 3.14.0.
-
-    aiohttp 3.14.0 (pulled in to fix GHSA-jg22-mg44-37j8 and GHSA-hg6j-4rv6-33pg):
-      * removed ``aiohttp.streams.AsyncStreamReaderMixin`` (folded into ``StreamReader``),
-        which vcrpy's ``MockStream`` still subclasses -- vcr's patch machinery then raises
-        ``AttributeError`` at collection time; and
-      * added a required ``stream_writer`` keyword-only arg to ``ClientResponse.__init__``,
-        which vcrpy's ``MockClientResponse`` does not pass -- raising ``TypeError`` at
-        cassette playback.
-
-    Restore the mixin, then rebuild ``MockClientResponse``'s ``super().__init__`` call from
-    the live ``ClientResponse`` signature (defaulting every required keyword-only arg to
-    ``None``, mirroring vcrpy's original call) so it also survives future aiohttp additions.
-    """
-    import asyncio
-    import inspect
-
-    from aiohttp import streams
-    from aiohttp.client_reqrep import ClientResponse
-
-    if not hasattr(streams, "AsyncStreamReaderMixin"):
-
-        class AsyncStreamReaderMixin:
-            __slots__ = ()
-
-            def __aiter__(self) -> streams.AsyncStreamIterator[bytes]:
-                return streams.AsyncStreamIterator(self.readline)  # type: ignore[attr-defined]
-
-            def iter_chunked(self, n: int) -> streams.AsyncStreamIterator[bytes]:
-                return streams.AsyncStreamIterator(lambda: self.read(n))  # type: ignore[attr-defined]
-
-            def iter_any(self) -> streams.AsyncStreamIterator[bytes]:
-                return streams.AsyncStreamIterator(self.readany)  # type: ignore[attr-defined]
-
-            def iter_chunks(self) -> streams.ChunkTupleAsyncStreamIterator:
-                return streams.ChunkTupleAsyncStreamIterator(self)  # type: ignore[arg-type]
-
-        streams.AsyncStreamReaderMixin = AsyncStreamReaderMixin  # type: ignore[attr-defined]
-
-    # Importing the stub builds MockStream/MockClientResponse, so it must run after the
-    # mixin is restored above.
-    import vcr.stubs.aiohttp_stubs as aiohttp_stubs  # type: ignore[import-untyped]
-
-    if getattr(aiohttp_stubs.MockClientResponse, "_crewai_aiohttp_patched", False):
-        return
-
-    keyword_only = [
-        name
-        for name, param in inspect.signature(ClientResponse.__init__).parameters.items()
-        if param.kind is inspect.Parameter.KEYWORD_ONLY
-    ]
-
-    class _NullStreamWriter:
-        # aiohttp 3.14.0 reads stream_writer.output_size in the "request already
-        # sent" branch (writer is None), so None is not enough -- supply a stub.
-        output_size = 0
-
-    fallback_loop: list[asyncio.AbstractEventLoop] = []
-
-    def _resolve_loop() -> asyncio.AbstractEventLoop:
-        # MockClientResponse is normally built inside aiohttp's running loop, so
-        # prefer that. In a sync context there is no running loop; avoid
-        # asyncio.get_event_loop(), which on 3.12+ emits a DeprecationWarning
-        # (and can RuntimeError) when no current loop is set. Use one cached
-        # loop instead -- the mock only stores it and calls loop.get_debug().
-        try:
-            return asyncio.get_running_loop()
-        except RuntimeError:
-            if not fallback_loop:
-                fallback_loop.append(asyncio.new_event_loop())
-            return fallback_loop[0]
-
-    def _mock_client_response_init(
-        self: Any, method: str, url: Any, request_info: Any = None
-    ) -> None:
-        kwargs: dict[str, Any] = dict.fromkeys(keyword_only)
-        kwargs["request_info"] = request_info
-        if "loop" in kwargs:
-            kwargs["loop"] = _resolve_loop()
-        if "stream_writer" in kwargs:
-            kwargs["stream_writer"] = _NullStreamWriter()
-        ClientResponse.__init__(self, method, url, **kwargs)
-
-    aiohttp_stubs.MockClientResponse.__init__ = _mock_client_response_init
-    aiohttp_stubs.MockClientResponse._crewai_aiohttp_patched = True
-
-
-_patch_vcrpy_aiohttp_compat()
-
-from vcr.request import Request  # type: ignore[import-untyped]  # noqa: E402
+from vcr.request import Request  # type: ignore[import-untyped]
 
 
 try:
@@ -113,25 +20,8 @@ except ModuleNotFoundError:
 
 
 env_test_path = Path(__file__).parent / ".env.test"
-
-load_dotenv(env_test_path, override=False)
-load_dotenv(override=False)
-
-BEDROCK_HOST_PLACEHOLDER = "bedrock-runtime.vcr.amazonaws.com"
-_BEDROCK_HOST_RE = re.compile(r"^bedrock-runtime\.[a-z0-9-]+\.amazonaws\.com$")
-
-
-def _normalize_bedrock_host(host: str) -> str:
-    if _BEDROCK_HOST_RE.match(host):
-        return BEDROCK_HOST_PLACEHOLDER
-    return host
-
-
-def bedrock_host_matcher(r1: Request, r2: Request) -> bool:  # type: ignore[no-any-unimported]
-    """Match Bedrock requests across AWS regions (CI uses us-east-1, local may use us-west-2)."""
-    return _normalize_bedrock_host(r1.host or "") == _normalize_bedrock_host(
-        r2.host or ""
-    )
+load_dotenv(env_test_path, override=True)
+load_dotenv(override=True)
 
 
 def _patched_make_vcr_request(httpx_request: Any, **kwargs: Any) -> Any:
@@ -298,7 +188,6 @@ HEADERS_TO_FILTER = {
     "anthropic-ratelimit-tokens-remaining": "ANTHROPIC-RATELIMIT-TOKENS-REMAINING-XXX",
     "anthropic-ratelimit-tokens-reset": "ANTHROPIC-RATELIMIT-TOKENS-RESET-XXX",
     "x-amz-date": "X-AMZ-DATE-XXX",
-    "x-amz-security-token": "X-AMZ-SECURITY-TOKEN-XXX",
     "amz-sdk-invocation-id": "AMZ-SDK-INVOCATION-ID-XXX",
     "accept-encoding": "ACCEPT-ENCODING-XXX",
     "x-amzn-requestid": "X-AMZN-REQUESTID-XXX",
@@ -323,10 +212,6 @@ def _filter_request_headers(request: Request) -> Request:  # type: ignore[no-any
         placeholder_host = "fake-azure-endpoint.openai.azure.com"
         request.uri = request.uri.replace(original_host, placeholder_host)
 
-    # Normalize Bedrock regional endpoints so cassettes work in any AWS region.
-    if request.host and _BEDROCK_HOST_RE.match(request.host):
-        request.uri = request.uri.replace(request.host, BEDROCK_HOST_PLACEHOLDER)
-
     return request
 
 
@@ -344,11 +229,6 @@ def _filter_response_headers(response: dict[str, Any]) -> dict[str, Any] | None:
     if body == "" or body == b"" or content_length == ["0"]:
         return None
 
-    status_code = response.get("status", {}).get("code")
-    if isinstance(status_code, int) and status_code >= 400:
-        # Avoid persisting auth/model errors when re-recording without valid AWS creds.
-        return None
-
     for encoding_header in ["Content-Encoding", "content-encoding"]:
         if encoding_header in headers:
             encoding = headers.pop(encoding_header)
@@ -399,11 +279,6 @@ def vcr_cassette_dir(request: Any) -> str:
     return str(cassette_dir)
 
 
-def pytest_recording_configure(vcr: Any, config: Any) -> None:
-    """Register custom VCR matchers for each test cassette session."""
-    vcr.register_matcher("bedrock_host", bedrock_host_matcher)
-
-
 @pytest.fixture(scope="module")
 def vcr_config(vcr_cassette_dir: str) -> dict[str, Any]:
     """Configure VCR with organized cassette storage."""

docs/ar/changelog.mdx

@@ -4,6 +4,103 @@ description: "تحديثات المنتج والتحسينات وإصلاحات
 icon: "clock"
 mode: "wide"
 ---
+<Update label="9 مايو 2026">
+  ## v1.14.5a4
+
+  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a4)
+
+  ## ما الذي تغير
+
+  ### الميزات
+  - تحديث قوائم LLM
+
+  ### إصلاحات الأخطاء
+  - إصلاح مشكلة الاعتماد من خلال نقل `textual` إلى `crewai-cli` وإضافة `certifi`
+
+  ### الوثائق
+  - تحديث سجل التغييرات والإصدار لـ v1.14.5a3
+
+  ## المساهمون
+
+  @cgoeppinger, @greysonlalonde
+
+</Update>
+
+<Update label="7 مايو 2026">
+  ## v1.14.5a3
+
+  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a3)
+
+  ## ما الذي تغير
+
+  ### إصلاحات الأخطاء
+  - إصلاح مسار نقطة النهاية للحالة من /{kickoff_id}/status إلى /status/{kickoff_id}
+  - تحديث تبعية gitpython إلى الإصدار >=3.1.47 للامتثال الأمني
+
+  ### إعادة هيكلة
+  - استخراج واجهة سطر الأوامر إلى حزمة crewai-cli المستقلة
+
+  ### الوثائق
+  - تحديث سجل التغييرات والإصدار للإصدار v1.14.5a2
+
+  ## المساهمون
+
+  @greysonlalonde, @iris-clawd
+
+</Update>
+
+<Update label="4 مايو 2026">
+  ## v1.14.5a2
+
+  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a2)
+
+  ## ما الذي تغير
+
+  ### إصلاحات الأخطاء
+  - إصلاح استعادة مخرجات المهام في كتلة finally
+  - تضمين `thoughts_token_count` في رموز الإكمال
+  - الحفاظ على مخرجات المهام عبر تفريغ دفعات غير متزامنة
+  - تمرير kwargs إلى استدعاءات المحمل في `CrewAIRagAdapter`
+  - منع `result_as_answer` من إرجاع رسالة كتلة الخطاف كإجابة نهائية
+  - منع `result_as_answer` من إرجاع خطأ كإجابة نهائية
+  - استخدام `acall` لتحويل المخرجات في المسارات غير المتزامنة
+  - منع تغيير كلمات التوقف المشتركة في LLM عبر الوكلاء
+  - التعامل مع مدخلات `BaseModel` في `convert_to_model`
+
+  ### الوثائق
+  - توثيق متغيرات البيئة الإضافية
+  - تحديث سجل التغييرات والإصدار لـ v1.14.5a1
+
+  ## المساهمون
+
+  @NIK-TIGER-BILL, @greysonlalonde, @lorenzejay, @minasami-pr, @theCyberTech, @wishhyt
+
+</Update>
+
+<Update label="1 مايو 2026">
+  ## v1.14.5a1
+
+  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a1)
+
+  ## ما الذي تغير
+
+  ### الميزات
+  - إضافة معلمة بدء `restore_from_state_id`
+  - إضافة تسليط الضوء على ExaSearchTool وإعادة تسميته من EXASearchTool
+
+  ### إصلاحات الأخطاء
+  - إصلاح المواقع المفقودة لـ crewai في تدفق الإصدار
+  - ضمان تحميل أحداث المهارات للآثار
+
+  ### الوثائق
+  - تحديث سجل التغييرات والإصدار لـ v1.14.4
+
+  ## المساهمون
+
+  @akaKuruma, @github-actions[bot], @greysonlalonde, @lorenzejay, @theishangoswami
+
+</Update>
+
 <Update label="1 مايو 2026">
   ## v1.14.4
 

docs/ar/concepts/flows.mdx

@@ -29,7 +29,6 @@ from crewai.flow.flow import Flow, listen, start
 from dotenv import load_dotenv
 from litellm import completion
 
-load_dotenv()
 
 class ExampleFlow(Flow):
     model = "gpt-4o-mini"