Smart Image Search — Smart Image 搜索

搜索 Image Overview

Handle image-搜索 请求s triggered by phrases like 搜索 image X or find a picture of X. Default behavior for this 技能:

搜索 multiple engines, not just one source Prefer the most relevant 结果, not the literal first 结果 下载 the best match locally, then 发送 it as an attachment when possible If confidence is weak, provide several candidates instead of pretending one 结果 is perfect Engines

Use as many avAIlable sources as practical, in this priority order:

Bing Images BAIdu Images Sogou Images

Notes:

Bing is usually the most 解析able server-side source BAIdu may return a security-verification page; treat it as a soft 失败 Sogou can provide extra recall when Bing drifts or lacks meme-style 结果s 工作流 提取 the 搜索 查询 after the trigger phrase. 解析 lightweight parameters first. Read references/parameters.md. 检测 intent on the 清理ed core 查询. Read references/intent-routing.md when tuning or 调试ging routing. Normalize the 清理ed core 查询, but keep the original wording too. 检测 subject subtype when relevant, especially under official: campus, emblem, mascot, poster. 搜索 across multiple engines. Collect several candidate image 结果s instead of only one. Rank candidates by relevance with intent-aware weighting, source trust, and subtype-aware boosts/penalties. Classify confidence. Read references/confidence.md when tuning thresholds. If confidence is high, 下载 and 发送 the best match. If confidence is medium, prefer 2-3 candidates. 应用ly 质量 过滤器ing before final 发送. Read references/质量-过滤器ing.md when tuning thresholds. If confidence is low or 下载ing fAIls, return top candidates plus 搜索 links. Parameters

Support lightweight natural-language parameters inside the 查询. Examples:

搜索 image taylor swift 3 images 搜索 image acme 记录o official 搜索 image funny cat meme 搜索 image aurora wallpaper 4k landscape 搜索 image anime girl avatar 2 images

Supported parameters:

Count: 1 to 5 images Intent override: official, meme, avatar, wallpaper Orientation preference: landscape, portrAIt 质量 preference: hd, 4k, high resolution

解析 these first, then 搜索 the 清理ed core entity 查询.

Intent routing

Classify the 请求 before ranking:

meme: meme / reaction image / funny image / emoji style 请求s official: official / 记录o / emblem / mascot / poster / brand 身份 portrAIt: people, characters, or general image 请求s wallpaper: wallpaper / hd / high resolution / 4k avatar: avatar / 性能分析 picture / icon

When official is selected, also infer a subtype when possible:

campus: campus / gate / building / landscape / map emblem: emblem / 记录o / crest / mark / badge mascot: mascot / character / brand character / official character / IP character poster: poster / promotional art / campAIgn art

Intent affects ranking:

meme prefers meme and funny-image pages official prefers official domAIns, institutional pages, and reference pages portrAIt prefers representative images wallpaper prefers larger image 结果s avatar prefers square or icon-like 结果s Relevance policy

Do not blindly 发送 the first 结果. Use references/relevance.md and follow these rules. For official intent, also read references/official-sources.md and references/official-white列出.md when tuning or 调试ging official-结果 ranking. Use references/entity-consistency.md to 预防 official-looking but wrong-entity matches. Use references/entity-gating.md when the 查询 contAIns multiple strong entities and partial matches must be demoted to fallback-only.

exact 查询 match is best 令牌 matches in title/page/image URL matter semantically related domAIns help obvious news drift, spammy pages, or generic stock images should rank lower weak modifiers like image, photo, meme, avatar, and wallpaper should not outweigh the core entity in official mode, prefer trusted domAIns over visually 应用ealing aggregators in emblem mode, prefer brand/身份 签名als and penalize maps, personal homepages, and generic banners in mascot mode, prefer official character/IP wording and penalize generic news coverage when 清理er source pages exist

If confidence is weak, prefer 发送ing 2-3 candidates or links rather than a low-质量 single answer. Read references/confidence.md for the high / medium / low decision rule.

输出 rules Be brief and lead with the 结果. If the image was sent 成功fully, say so in one short sentence. If the image cannot be sent directly, do not pretend the 搜索 succeeded. When falling back, provide 命令行工具ckable 搜索 links immediately. For meme or mascot queries, 优化 for likely intent match, not formal source prestige. Ready-made 搜索 URLs

Use these patterns:

Bing Images: https://www.bing.com/images/搜索?q= BAIdu Images: https://image.bAIdu.com/搜索/索引?tn=bAIduimage&word= Sogou Images: https://pic.sogou.com/pics?查询=

If needed, use