Image Search (Google Lens)

Identify anything from an image using Google Lens via SerpAPI.

Setup

Requires SERPAPI_KEY environment variable. Get a key at https://serpapi.com/ (100 free searches/month).

No pip dependencies needed — uses only Python stdlib (urllib, json, base64).

Usage

From CLI / Agent (exec tool)

小蔥技能7w4.net有完整的技能分類。

# Search by image URL
python3 {baseDir}/scripts/lens_search.py "https://example.com/photo.jpg"

# Search by local file (auto-uploads to get a URL)
python3 {baseDir}/scripts/lens_search.py /path/to/image.png

# Refine with text query (e.g., find red version of a product)
python3 {baseDir}/scripts/lens_search.py "https://example.com/bag.jpg" --query "red"

# Product search (returns prices)
python3 {baseDir}/scripts/lens_search.py "https://example.com/sneakers.jpg" --type products

# Find exact matches (where this image appears online)
python3 {baseDir}/scripts/lens_search.py "https://example.com/photo.jpg" --type exact_matches

# Raw JSON output for programmatic use
python3 {baseDir}/scripts/lens_search.py "https://example.com/photo.jpg" --json

# Localized results (e.g., Japanese products with ¥ prices)
python3 {baseDir}/scripts/lens_search.py "https://example.com/laptop.jpg" --type products --country jp

Search Types

Output Format

The script outputs structured markdown:

## Identified Entity
- **Danny DeVito** — [link](https://...)

## Visual Matches (top 5)
- **Danny DeVito — Wikipedia** (Wikipedia) ✅ exact match
  https://en.wikipedia.org/wiki/Danny_DeVito
- ...

Use --json for raw SerpAPI response when you need thumbnails, image dimensions, or other metadata.

Agent Decision Guide

When a user sends an image:

1. Already identified by vision model? If the main model confidently recognizes the entity, skip reverse search.
2. Uncertain identification? Run lens_search.py to verify. Compare model's guess with Lens results.
3. Need details beyond identification? First identify with Lens, then web_search for deeper info.
4. Shopping intent? Use --type products to get prices and buy links directly.
5. Local file from user? The script handles local files by auto-uploading to get a searchable URL.

Combining with Other Tools

Typical multi-tool workflow:

1. User sends image → "What building is this?"
2. reverse_image_search → identifies "Cologne Cathedral"
3. web_search("Cologne Cathedral history architecture") → detailed info
4. Compose answer combining visual match + web knowledge

Limitations

• SerpAPI free tier: 100 searches/month. Paid plans from $50/month.
• Local file upload uses freeimage.host (free) or imgbb (needs IMGBB_API_KEY).
• Google Lens results vary by region; use --country for localized results.
• Some niche/long-tail entities may not return useful visual matches.

這個 Skill 質量不錯，功能實用。它能通過圖片識別物體、查詢相似圖、找商品價格等，用途很廣。文件寫得很清楚，使用起來簡單，不需要額外安裝依賴。它還有個貼心功能，就是能把本地圖片自動上傳到網上再搜尋。不過它依賴第三方 SerpAPI，有每月100次的免費限額，圖片上傳服務也用的是免費平臺，穩定性可能有限。總體來說是個好用的工具，適合需要處理圖片識別相關任務的場景。