examples

# Web Search & Scraping Examples End-to-end scenario walkthroughs for common development tasks. Each scenario shows the complete workflow from start to finish. ## Scenario Index | Scenario | Use Case | Services Used | |----------|----------|---------------| | [Scrape for App](references/scenarios/scrape-for-app.md) | Extract product data and import into your application | Firecrawl (map, scrape with JSON format), Jina (read) | | [Doc Search Workflow](references/scenarios/doc-search-workflow.md) | Find framework docs while coding to fix a bug | Context7, Perplexity, Firecrawl, Jina | | [Media for Content](references/scenarios/media-for-content.md) | Find stock photos/videos for a blog or app | Pexels REST, Unsplash REST, Jina (images) | | [Content Pipeline](references/scenarios/content-pipeline.md) | Multi-service data pipeline: discover, extract, transform, load | Firecrawl, Jina, Exa | ## Quick Reference: Common Workflows ### Search → Read → Use ``` 1. Search: web_search_exa({ query: "topic", numResults: 5 }) 2. Read best result: read_url({ url: "<top_url>" }) 3. Use the content in your app ``` ### Discover → Extract → Import ``` 1. Map site: firecrawl_map({ url: "https://example.com" }) 2. Extract data (per URL): firecrawl_scrape({ url, formats: ["json"], jsonOptions: { prompt, schema } }) 3. Import: write to your database/API ``` ### Question → Answer → Verify ``` 1. Ask: perplexity_ask({ messages: [{ role: "user", content: "How to implement X?" }] }) 2. Find docs: resolve-library-id({ query: "X", libraryName: "..." }) → query-docs({ libraryId: "...", query: "X" }) 3. Verify answer against official docs ``` ### Find Media → Select → Download ``` 1. Search: GET https://api.pexels.com/v1/search?query=topic&per_page=20 (header: Authorization: ${PEXELS_API_KEY}) 2. Select best matches from results 3. Use image URLs in your app (src.medium for web); show the Pexels link and photographer credit (Unsplash instead: hotlink urls.*, call links.download_location, attribute with utm parameters) ```