Files
crewAI/docs/edge/ko/tools/search-research/serperdevtool.mdx
Lucas Gomide a237ebabba feat: adopt directory-based docs versioning with Edge channel (#6202)
* 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>
2026-06-17 11:56:59 -04:00

107 lines
4.3 KiB
Plaintext

---
title: Google Serper 검색
description: SerperDevTool은(는) 인터넷을 검색하여 가장 관련성 높은 결과를 반환하도록 설계되었습니다.
icon: google
mode: "wide"
---
# `SerperDevTool`
## 설명
이 도구는 인터넷 전체의 텍스트 내용에서 지정된 쿼리에 대한 시맨틱 검색을 수행하도록 설계되었습니다. 사용자가 제공한 쿼리를 기반으로 가장 관련성 높은 검색 결과를 가져와 표시하기 위해 [serper.dev](https://serper.dev) API를 활용합니다.
## 설치
`SerperDevTool`을 효과적으로 사용하려면 다음 단계를 따르십시오:
1. **패키지 설치**: Python 환경에 `crewai[tools]` 패키지가 설치되어 있는지 확인하세요.
2. **API 키 획득**: https://serper.dev/ (무료 플랜 제공)에서 `serper.dev` API 키를 획득하세요.
3. **환경 변수 설정**: 획득한 API 키를 `SERPER_API_KEY`라는 환경 변수에 저장하여 도구에서 사용할 수 있게 하세요.
이 도구를 프로젝트에 통합하려면 아래의 설치 지침을 따르십시오:
```shell
pip install 'crewai[tools]'
```
## 예제
다음 예제는 도구를 초기화하고 주어진 쿼리로 검색을 실행하는 방법을 보여줍니다:
```python Code
from crewai_tools import SerperDevTool
# Initialize the tool for internet searching capabilities
tool = SerperDevTool()
```
## 매개변수
`SerperDevTool`은 API에 전달될 여러 매개변수를 제공합니다:
- **search_url**: 검색 API의 URL 엔드포인트입니다. (기본값은 `https://google.serper.dev/search`)
- **country**: 선택 사항. 검색 결과에 사용할 국가를 지정합니다.
- **location**: 선택 사항. 검색 결과에 사용할 위치를 지정합니다.
- **locale**: 선택 사항. 검색 결과에 사용할 로케일을 지정합니다.
- **n_results**: 반환할 검색 결과의 개수입니다. 기본값은 `10`입니다.
`country`, `location`, `locale`, `search_url`의 값은 [Serper Playground](https://serper.dev/playground)에서 확인할 수 있습니다.
## 매개변수를 활용한 예시
다음은 추가 매개변수를 사용하여 도구를 활용하는 방법을 보여주는 예시입니다:
```python Code
from crewai_tools import SerperDevTool
tool = SerperDevTool(
search_url="https://google.serper.dev/scholar",
n_results=2,
)
print(tool.run(search_query="ChatGPT"))
# Using Tool: Search the internet
# Search results: Title: Role of chat gpt in public health
# Link: https://link.springer.com/article/10.1007/s10439-023-03172-7
# Snippet: … ChatGPT in public health. In this overview, we will examine the potential uses of ChatGPT in
# ---
# Title: Potential use of chat gpt in global warming
# Link: https://link.springer.com/article/10.1007/s10439-023-03171-8
# Snippet: … as ChatGPT, have the potential to play a critical role in advancing our understanding of climate
# ---
```
```python Code
from crewai_tools import SerperDevTool
tool = SerperDevTool(
country="fr",
locale="fr",
location="Paris, Paris, Ile-de-France, France",
n_results=2,
)
print(tool.run(search_query="Jeux Olympiques"))
# Using Tool: Search the internet
# Search results: Title: Jeux Olympiques de Paris 2024 - Actualités, calendriers, résultats
# Link: https://olympics.com/fr/paris-2024
# Snippet: Quels sont les sports présents aux Jeux Olympiques de Paris 2024 ? · Athlétisme · Aviron · Badminton · Basketball · Basketball 3x3 · Boxe · Breaking · Canoë ...
# ---
# Title: Billetterie Officielle de Paris 2024 - Jeux Olympiques et Paralympiques
# Link: https://tickets.paris2024.org/
# Snippet: Achetez vos billets exclusivement sur le site officiel de la billetterie de Paris 2024 pour participer au plus grand événement sportif au monde.
# ---
```
## 결론
`SerperDevTool`을 Python 프로젝트에 통합함으로써, 사용자는 애플리케이션에서 직접 인터넷 전반에 걸친 실시간 및 관련성 높은 검색을 수행할 수 있는 능력을 갖게 됩니다.
업데이트된 매개변수들은 보다 맞춤화되고 지역화된 검색 결과를 제공합니다. 제공된 설정 및 사용 지침을 준수함으로써, 이 도구를 프로젝트에 통합하는 과정이 간소화되고 직관적으로 이루어집니다.