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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>
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92 lines
4.0 KiB
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---
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title: بحث RAG في JSON
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description: أداة `JSONSearchTool` مصممة للبحث في ملفات JSON وإرجاع النتائج الأكثر صلة.
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icon: file-code
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mode: "wide"
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---
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# `JSONSearchTool`
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<Note>
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أداة JSONSearchTool حالياً في مرحلة تجريبية. هذا يعني أن الأداة قيد التطوير
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النشط، وقد يواجه المستخدمون سلوكاً غير متوقع أو تغييرات. نشجع بشدة التعليقات
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حول أي مشكلات أو اقتراحات للتحسين.
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</Note>
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## الوصف
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صُممت أداة JSONSearchTool لتسهيل عمليات البحث الفعالة والدقيقة داخل محتوى ملفات JSON. تستخدم آلية بحث RAG (الاسترجاع والتوليد)، مما يتيح للمستخدمين تحديد مسار JSON لعمليات بحث مستهدفة داخل ملف JSON معين. تحسّن هذه القدرة بشكل ملحوظ دقة نتائج البحث وصلتها.
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## التثبيت
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لتثبيت JSONSearchTool، استخدم أمر pip التالي:
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```shell
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pip install 'crewai[tools]'
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```
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## أمثلة على الاستخدام
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فيما يلي أمثلة محدّثة حول كيفية استخدام JSONSearchTool بفعالية للبحث داخل ملفات JSON. تأخذ هذه الأمثلة بعين الاعتبار التنفيذ الحالي وأنماط الاستخدام المحددة في قاعدة الكود.
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```python Code
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from crewai_tools import JSONSearchTool
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# General JSON content search
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# This approach is suitable when the JSON path is either known beforehand or can be dynamically identified.
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tool = JSONSearchTool()
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# Restricting search to a specific JSON file
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# Use this initialization method when you want to limit the search scope to a specific JSON file.
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tool = JSONSearchTool(json_path='./path/to/your/file.json')
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```
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## المعاملات
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- `json_path` (str, اختياري): يحدد مسار ملف JSON المراد البحث فيه. هذا المعامل غير مطلوب إذا تمت تهيئة الأداة لبحث عام. عند تقديمه، يقتصر البحث على ملف JSON المحدد.
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## خيارات التكوين
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تدعم أداة JSONSearchTool تخصيصاً واسعاً من خلال قاموس تكوين. يتيح هذا للمستخدمين اختيار نماذج مختلفة للتضمينات والتلخيص بناءً على متطلباتهم.
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```python Code
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tool = JSONSearchTool(
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config={
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"llm": {
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"provider": "ollama", # Other options include google, openai, anthropic, llama2, etc.
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"config": {
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"model": "llama2",
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# Additional optional configurations can be specified here.
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# temperature=0.5,
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# top_p=1,
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# stream=true,
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},
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},
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"embedding_model": {
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"provider": "google-generativeai", # or openai, ollama, ...
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"config": {
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"model_name": "gemini-embedding-001",
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"task_type": "RETRIEVAL_DOCUMENT",
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# Further customization options can be added here.
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},
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},
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}
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)
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```
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## الأمان
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### التحقق من صحة المسارات
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يتم التحقق من مسارات الملفات المقدمة لهذه الأداة مقابل مجلد العمل الحالي. يتم رفض المسارات التي تحل خارج مجلد العمل وإطلاق `ValueError`.
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للسماح بالمسارات خارج مجلد العمل (مثلاً في الاختبارات أو خطوط الأنابيب الموثوقة)، عيّن متغير البيئة التالي:
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```shell
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CREWAI_TOOLS_ALLOW_UNSAFE_PATHS=true
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```
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### التحقق من صحة الروابط
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يتم التحقق من مدخلات الروابط: يتم حظر مخطط `file://` والطلبات التي تستهدف نطاقات IP الخاصة أو المحجوزة لمنع هجمات تزوير الطلبات من جانب الخادم (SSRF).
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