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Search the web, read pages, and identify objects or places with reverse-image search.

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Skill instructions
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Tool definitions
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SKILL.md
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Web Search and Verification

You have qwen-mm-plugins-search MCP tools available. With QWEN_MM_SEARCH_BACKEND unset or set to auto, web_search and web_extractor choose the first configured key in this order: SERPER_API_KEY, TAVILY_API_KEY, EXA_API_KEY, SERPLY_API_KEY. Set the selector to serper, tavily, exa, or serply to pin a backend; explicit selection does not fall back when its key is missing. Independently of that selection, image_search always uses Serper Lens and reads SERPER_API_KEY.

Check the qwen-mm-plugins-search tools in your tool list for full schemas and parameters.

When to Use Which Tool

  • Search the web for facts → web_search
  • Read a web page in depth → web_extractor
  • Reverse image search to identify an entity from a frame/photo → image_search. Its optional bbox uses 0–1000 coordinates after EXIF orientation, matching core read_image/crop and API grounding.

Confirm Before You Commit

Any question that needs external knowledge — identifying a specific thing, OR a fact about what's shown that you cannot confirm from the media alone — MUST be confirmed with a search before you answer. Never commit from appearance alone.

Typical flow (spans capabilities):

  1. Watch the video with qwen-mm-plugins-core's read_video — for a long video do a low-fps overview first (~32 frames, fps≈32/duration), then zoom. Don't run ffmpeg/montage yourself.
  2. Grab the frame to search with core's save_view (times=[...]).
  3. image_search (reverse-search the frame) and/or web_search to confirm the identity/fact.
  4. Optionally cross-check appearance with qwen-mm-plugins-api's vision_chat.

Details and worked examples in references/video_search.md.

Relationship to Other Capabilities

  • Frames come from qwen-mm-plugins-core (save_view / read_video) — this capability does not read media.
  • Model-based understanding (caption, OCR, grounding, ASR) → qwen-mm-plugins-api.

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