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* feat: adopt directory-based docs versioning with Edge channel Switch docs.crewai.com from navigation-only versioning (every version selector entry rendered the same docs/<lang>/* source files) to Mintlify's directory-based versioning so each version selector entry renders its own snapshot. Add an "Edge" channel under docs/edge/<lang>/* that always reflects main HEAD for unreleased work, eliminating pre-release leakage onto frozen release labels. External links to canonical /<lang>/* URLs are preserved via wildcard redirects that always land on the current default version. Layout: - docs/edge/<lang>/* rolling source (you edit here) - docs/edge/enterprise-api.*.yaml - docs/v<X.Y.Z>/<lang>/* frozen, immutable snapshots - docs/v<X.Y.Z>/enterprise-api.*.yaml - docs/images/ shared, append-only - docs/docs.json nav + redirects URLs follow the Mintlify-idiomatic shape: /edge/<lang>/<page> for Edge, /v<X.Y.Z>/<lang>/<page> for every frozen snapshot. The wildcard redirects /<lang>/:slug* -> /<default>/<lang>/:slug* keep stale links working, and every freeze rewrites them (plus all per-section/per-page redirects) so destinations always resolve to the current default without depending on a second redirect hop. Release flow integration (devtools release): - New module crewai_devtools.docs_versioning.freeze() materialises docs/v<X.Y.Z>/ from docs/edge/, rewrites openapi: refs inside the snapshot, inserts the version into every language block in docs.json, and refreshes all redirect destinations. - _update_docs_and_create_pr() in cli.py now calls that freeze during Phase 2 of devtools release. Edge changelogs are updated first (so the snapshot freeze picks them up), then the snapshot is staged alongside docs.json, branched as docs/freeze-v<X.Y.Z>, and the PR is titled [docs-freeze] docs: snapshot and changelog for v<X.Y.Z> — the title prefix the new CI guard reads. - The PR still gates tag, GitHub release, PyPI publish, and the enterprise release as before; no new PRs are added. - Pre-releases (1.X.YaN, 1.X.YbN, ...) skip the snapshot — they ride Edge — and the docs PR title omits the [docs-freeze] prefix. - docs_check (AI-generated docs scaffolding) writes to docs/edge/<lang>/* so newly-generated unreleased docs land in Edge and never accidentally touch a frozen snapshot. Migration scripts (one-shot): - scripts/docs/freeze_historical_versions.py reconstructs all 16 historical snapshots (v1.10.0 .. v1.14.7) from git tags via git archive | tar, rewriting openapi: MDX refs so each snapshot reads its own enterprise-api YAML rather than the live one. - scripts/docs/prefix_version_paths.py one-shot-migrates docs.json: rewrites every page path in 16 versioned blocks to point under docs/v<X.Y.Z>/, inserts a new Edge entry per language, tags v1.14.7 as Latest (default), prunes pages whose target file doesn't exist in the snapshot (e.g. docs/ar/ didn't exist before v1.12.0), and writes the wildcard + per-section redirects. - scripts/docs/freeze_current_edge.py is now a thin CLI wrapper around docs_versioning.freeze for manual one-off freezes (e.g. retroactively snapshotting a forgotten release). CI guards (.github/workflows/docs-snapshots.yml): - Frozen snapshots under docs/v[0-9]*/ are immutable; only PRs whose title contains [docs-freeze] (i.e. release-cut PRs generated by devtools release or the manual wrapper) may modify them. - Images under docs/images/ are append-only since snapshots share a single image directory. Deleting or renaming an image breaks every historical snapshot that still references it. Restored docs/images/crewai-otel-export.png from PR #3673; it was deleted in PR #4908 but v1.10.0 / v1.10.1 snapshots still reference it. Restoring instead of editing the snapshots preserves historical rendering fidelity and validates the new append-only rule retroactively. Tests: - lib/devtools/tests/test_docs_versioning.py covers the freeze: file copy, openapi rewrite, version insertion, default demotion, redirect upserts, per-section redirect rewriting, idempotency, and invalid inputs. Verified locally with mintlify broken-links: 0 broken links across the full site (Edge + 16 frozen versions, 4 locales). AGENTS.md (repo root) is the contributor guide for the new model; RELEASING.md is the release-cut runbook; README's Contribution section links to both. Co-authored-by: Cursor <cursoragent@cursor.com> * style: resolve linter issues --------- Co-authored-by: Cursor <cursoragent@cursor.com>
77 lines
4.3 KiB
Plaintext
77 lines
4.3 KiB
Plaintext
---
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title: "نظرة عامة"
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description: "ربط وكلاء CrewAI مع الأتمتة الخارجية وخدمات الذكاء الاصطناعي المُدارة"
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icon: "face-smile"
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mode: "wide"
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---
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تتيح أدوات التكامل لوكلائك تسليم العمل إلى منصات أتمتة أخرى وخدمات ذكاء اصطناعي مُدارة. استخدمها عندما يحتاج سير العمل إلى استدعاء نشر CrewAI موجود أو تفويض مهام متخصصة لمزودين مثل Amazon Bedrock.
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## **الأدوات المتاحة**
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<CardGroup cols={2}>
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<Card title="أداة معالج وكيل Merge" icon="diagram-project" href="/ar/tools/integration/mergeagenthandlertool">
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الوصول بأمان إلى مئات أدوات الأطراف الثالثة مثل Linear و GitHub و Slack والمزيد من خلال واجهة API الموحدة من Merge.
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</Card>
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<Card title="أداة تشغيل أتمتة CrewAI" icon="robot" href="/ar/tools/integration/crewaiautomationtool">
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استدعاء أتمتة منصة CrewAI المباشرة، تمرير مدخلات مخصصة، واستقصاء النتائج مباشرة من وكيلك.
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</Card>
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<Card title="أداة استدعاء وكيل Bedrock" icon="aws" href="/ar/tools/integration/bedrockinvokeagenttool">
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استدعاء وكلاء Amazon Bedrock من أطقمك، إعادة استخدام حواجز حماية AWS، وبث الاستجابات مرة أخرى إلى سير العمل.
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</Card>
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</CardGroup>
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## **حالات الاستخدام الشائعة**
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- **تسلسل الأتمتة**: بدء نشر CrewAI موجود من داخل طاقم أو تدفق آخر
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- **تسليم المؤسسة**: توجيه المهام إلى وكلاء Bedrock التي تغلف بالفعل منطق الشركة وحواجز الحماية
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- **سير العمل الهجين**: الجمع بين تفكير CrewAI والأنظمة اللاحقة التي تكشف واجهات برمجة تطبيقات الوكلاء الخاصة بها
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- **المهام طويلة التشغيل**: استقصاء الأتمتة الخارجية ودمج النتائج النهائية مرة أخرى في التشغيل الحالي
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## **مثال للبدء السريع**
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```python
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from crewai import Agent, Task, Crew
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from crewai_tools import InvokeCrewAIAutomationTool
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from crewai_tools.aws.bedrock.agents.invoke_agent_tool import BedrockInvokeAgentTool
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# External automation
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analysis_automation = InvokeCrewAIAutomationTool(
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crew_api_url="https://analysis-crew.acme.crewai.com",
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crew_bearer_token="YOUR_BEARER_TOKEN",
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crew_name="Analysis Automation",
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crew_description="Runs the production-grade analysis pipeline",
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)
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# Managed agent on Bedrock
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knowledge_router = BedrockInvokeAgentTool(
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agent_id="bedrock-agent-id",
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agent_alias_id="prod",
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)
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automation_strategist = Agent(
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role="Automation Strategist",
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goal="Orchestrate external automations and summarise their output",
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backstory="You coordinate enterprise workflows and know when to delegate tasks to specialised services.",
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tools=[analysis_automation, knowledge_router],
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verbose=True,
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)
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execute_playbook = Task(
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description="Run the analysis automation and ask the Bedrock agent for executive talking points.",
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agent=automation_strategist,
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)
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Crew(agents=[automation_strategist], tasks=[execute_playbook]).kickoff()
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```
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## **أفضل الممارسات**
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- **تأمين بيانات الاعتماد**: قم بتخزين مفاتيح API ورموز الحامل في متغيرات البيئة أو مدير الأسرار
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- **التخطيط لزمن الاستجابة**: قد تستغرق الأتمتة الخارجية وقتاً أطول - عيّن فترات استقصاء ومهلات مناسبة
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- **إعادة استخدام الجلسات**: تدعم وكلاء Bedrock معرّفات الجلسة حتى تتمكن من الحفاظ على السياق عبر استدعاءات أدوات متعددة
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- **التحقق من الاستجابات**: قم بتوحيد المخرجات عن بُعد (JSON، نص، رموز الحالة) قبل إعادة توجيهها إلى المهام اللاحقة
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- **مراقبة الاستخدام**: تتبع سجلات المراجعة في منصة CrewAI أو AWS CloudWatch للبقاء على اطلاع بحدود الحصص والأعطال
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