---

name: google-search slug: google-search-grounding description: > Google web search via Gemini Search Grounding (primary) and Custom Search JSON API (fallback). Use for: (1) Synthesized answers with citations (grounded search), (2) Raw link results with snippets, (3) Image search. Excellent Hebrew support. Preferred over built-in web_search (Perplexity). version: 2.0.0 author: Leo 🦁 tags: [search, google, web, grounding, gemini, news, hebrew, images, citations] metadata: {"clawdbot":{"emoji":"🔍","requires":{"env":["GOOGLE_API_KEY"]},"primaryEnv":"GOOGLE_API_KEY","install":[{"id":"pip","kind":"pip","package":"google-genai","label":"Install dependencies (pip)"}]}} allowed-tools: [exec]

Google Search 🔍

Google web search powered by Gemini 2.5 Flash with Search Grounding + Custom Search API.

⭐ This is the PRIMARY web search tool. Prefer over built-in web_search (Perplexity).

Requirements

• GOOGLE_API_KEY environment variable
• Enable in Google Cloud Console: Gemini API, Custom Search JSON API

Configuration

Env Variable	Default	Description
GOOGLE_API_KEY	—	Required. Google API key
GOOGLE_CSE_CX	—	Custom Search Engine ID (required for raw/image modes)
GOOGLE_SEARCH_LANG	he	Default language code (he, en, ar, ja, etc.)
GOOGLE_SEARCH_COUNTRY	IL	Default country code (IL, US, DE, etc.)

Set in OpenClaw config:

{
  "env": {
    "GOOGLE_API_KEY": "AIza...",
    "GOOGLE_SEARCH_LANG": "he",
    "GOOGLE_SEARCH_COUNTRY": "IL"
  }
}

Script Location

python3 skills/google-search/lib/google_search.py <mode> "query" [options]

---

Output Modes

• Text mode (default): Best for most use cases. Clean readable output with answer, sources, and search queries.
• JSON mode (--json): For programmatic processing. Includes confidence scores, grounding supports, and search queries.

---

Modes

search — Grounded Search (Default, Recommended)

Gemini 2.0 Flash + Google Search tool → synthesized answer with numbered citations.

python3 lib/google_search.py search "query" [--lang he] [--country IL] [--json]

When to use: Questions, current events, "what is X", Hebrew queries, anything needing a direct answer.

Examples:

# Hebrew (default)
python3 lib/google_search.py search "מזג אוויר תל אביב"

# English override
python3 lib/google_search.py search "latest AI news" --lang en --country US

# JSON output
python3 lib/google_search.py search "OpenAI GPT-5 release date" --json

Output format:

<Synthesized answer text>

Sources:
  1. Source Title
     https://example.com/article
  2. Another Source
     https://example.com/other

---

raw — Raw Search Results

Custom Search JSON API → links with titles and snippets.

python3 lib/google_search.py raw "query" [-n 5] [--lang he] [--country IL] [--json]

When to use: Need actual URLs, research, building reference lists, when you want links not answers.

Examples:

python3 lib/google_search.py raw "python asyncio tutorial" -n 5
python3 lib/google_search.py raw "best restaurants tel aviv" --json
python3 lib/google_search.py raw "rust vs go performance" -n 3 --lang en

Output format:

1. Page Title
   https://example.com/page
   Brief snippet from the page...

2. Another Page
   https://example.com/other
   Another snippet...

---

image — Image Search

Custom Search image search → image URLs with titles.

python3 lib/google_search.py image "query" [-n 5] [--lang he] [--country IL] [--json]

When to use: Finding images, visual references, thumbnails.

Examples:

python3 lib/google_search.py image "aurora borealis" -n 5
python3 lib/google_search.py image "תל אביב חוף" --json

---

Options Reference

Option	Applies To	Description	Default
--lang CODE	all	Language code (he, en, ar, ja…)	env GOOGLE_SEARCH_LANG (he)
--country CODE	all	Country code (IL, US, DE…)	env GOOGLE_SEARCH_COUNTRY (IL)
-n NUM	raw, image	Number of results (1–10)	10
--json	all	Structured JSON output	off

Language resolution order: --lang flag → GOOGLE_SEARCH_LANG env → None (auto) Country resolution order: --country flag → GOOGLE_SEARCH_COUNTRY env → None (auto)

---

Error Handling

• Missing API key: Clear error message with setup instructions.
• 429 Rate Limit: Automatic retry once after 5-second wait.
• Network errors: Descriptive error with cause.
• No results: Clean "No results found." message.
• Timeout: 30-second timeout on all HTTP requests.

---

Quota & Rate Limits

API	Free Tier	Rate Limit
Gemini API (grounded search)	Generous free tier	~15 RPM (free), higher on paid
Custom Search JSON API (raw/image)	100 queries/day	10K queries/day (paid)

On 429 errors: Script retries once automatically. If quota exhausted, fall back to built-in web_search (Perplexity).

---

Multilingual Support

Works with queries in any language. Hebrew is the default:

# Hebrew (default, no flags needed)
python3 lib/google_search.py search "חדשות טכנולוגיה"

# English
python3 lib/google_search.py search "technology news" --lang en

# Arabic
python3 lib/google_search.py search "أخبار التكنولوجيا" --lang ar

---

Install

bash skills/google-search/install.sh