Ground With Google Genai

Grounding With Google GenAI

Use the bundled scripts/google_genai_grounding.py by absolute path. Default to gemini-3.5-flash; pass --model only when the user requests another compatible model. The script sends stateless requests with store=false and emits JSON containing the answer, citations, bounded tool evidence, and usage.

Select Grounding

• Use search for current or open-web facts that benefit from Google Search citations.
• Use maps for places, local recommendations, addresses, reviews, or proximity. Supply both coordinates when the user's relevant location is known; omit both otherwise. Google Maps grounding currently requires English prompts and responses, so query in English and translate the cited answer afterward when needed.
• Use url to read or compare one to 20 specific public http:// or https:// pages. Prefer direct content URLs. Do not use it for localhost, private networks, login-only or paywalled pages, Google Workspace files, YouTube, or audio/video URLs.

Run One Request

Resolve SKILL_DIR to this skill directory and require GEMINI_API_KEY in the process environment or a discoverable .env file. The script loads .env with python-dotenv without overriding an existing environment value. Never print, log, place in arguments, or write the key to repository files.

Run Google Search grounding:

uv run --script "$SKILL_DIR/scripts/google_genai_grounding.py" search \
  'What changed in the current release? Cite primary sources.'

Run Google Maps grounding, adding coordinates only when relevant:

uv run --script "$SKILL_DIR/scripts/google_genai_grounding.py" maps \
  'Find a well-reviewed coffee shop within a 15-minute walk.' \
  --latitude 25.033 --longitude 121.5654

Run URL Context with one --url per source:

uv run --script "$SKILL_DIR/scripts/google_genai_grounding.py" url \
  'Compare the documented behavior and identify material differences.' \
  --url 'https://example.com/one' \
  --url 'https://example.com/two'

An explicit request to use Gemini, Google GenAI, or this skill authorizes one bounded grounding call. If this skill was selected implicitly because web, place, or URL grounding would help, confirm before consuming Google API quota. Retry once only for a clear transient failure or a corrected deterministic input, and do not fan out into extra calls without need.

Verify and Answer

Inspect citations, tool_steps, and usage before relying on text:

• Require a matching call/result step and relevant url_citation or place_citation evidence for grounded claims.
• For URL Context, require each needed URL retrieval to report status: success. Treat error or unsafe as failed retrieval even if the model produced plausible text.
• If grounding was not used, a required source failed, or citations are absent, disclose that the answer was not verified; do not present model text as grounded evidence.
• Preserve citation names and links in the final answer. Attribute Maps-derived claims to Google Maps and keep place links intact.
• Report the selected model and any unavailable check when it matters. An empty interaction_id is expected for stateless requests.

Stop after the grounded answer and its material caveats are complete. Do not broaden a specific URL request into general web research unless the user asks for both.