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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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89 lines
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---
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title: OCR 도구
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description: OCRTool은 비전 기능을 가진 LLM을 사용하여 로컬 이미지나 이미지 URL에서 텍스트를 추출합니다.
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icon: image
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mode: "wide"
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---
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# `OCRTool`
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## 설명
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이미지(로컬 경로 또는 URL)에서 텍스트를 추출합니다. CrewAI의 LLM 인터페이스를 통해 비전 기능이 있는 LLM을 사용합니다.
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## 설치
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`crewai-tools` 외에 추가 설치는 필요하지 않습니다. 선택한 LLM이 비전 기능을 지원하는지 확인하세요.
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## 파라미터
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### 실행 매개변수
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- `image_path_url` (str, 필수): 로컬 이미지 경로 또는 HTTP(S) URL.
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## 예시
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### 직접 사용
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```python Code
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from crewai_tools import OCRTool
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print(OCRTool().run(image_path_url="/tmp/receipt.png"))
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```
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### 에이전트와 함께
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```python Code
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from crewai import Agent, Task, Crew
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from crewai_tools import OCRTool
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ocr = OCRTool()
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agent = Agent(
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role="OCR",
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goal="Extract text",
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tools=[ocr],
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)
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task = Task(
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description="Extract text from https://example.com/invoice.jpg",
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expected_output="All detected text in plain text",
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agent=agent,
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)
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crew = Crew(agents=[agent], tasks=[task])
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result = crew.kickoff()
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```
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## 참고 사항
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- 선택한 LLM이 이미지 입력을 지원하는지 확인하세요.
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- 큰 이미지는 토큰 사용량을 줄이기 위해 다운스케일링을 고려하세요.
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- 필요하다면 README 지침에 맞게 특정 LLM 인스턴스(예: `LLM(model="gpt-4o")`)를 도구에 전달할 수 있습니다.
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## 예시
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```python Code
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from crewai import Agent, Task, Crew
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from crewai_tools import OCRTool
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tool = OCRTool()
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agent = Agent(
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role="OCR Specialist",
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goal="Extract text from images",
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backstory="Vision‑enabled analyst",
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tools=[tool],
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verbose=True,
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)
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task = Task(
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description="Extract text from https://example.com/receipt.png",
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expected_output="All detected text in plain text",
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agent=agent,
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)
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crew = Crew(agents=[agent], tasks=[task])
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result = crew.kickoff()
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```
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