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Recommended Workflows
Syed Asif edited this page Aug 29, 2026
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Chaining tools beats a single call. Each recipe below is a concrete sequence; pick the variant that fits your goal.
search_web(query="Latest NVIDIA H200 benchmarks")
→ fetch_page(url="<top result>")
→ retry with search_web(query="...", provider="exa") for JS-heavy pages
- Start broad with
search_web(auto provider tries DDG, falls back to Exa). - Use
fetch_pageto pull full content from the most relevant hits. - Exa's semantic ranking surfaces pages DuckDuckGo misses; its JS fallback handles SPAs.
search_github(query="uv package manager")
→ get_github_issue(url="<top issue/PR URL>")
-
search_githubfinds relevant issues/PRs across repos. -
get_github_issuethen pulls the full thread, sorted by reactions — highest-signal discussion first.
search_web(query="<exact error string>")
→ fetch_page(url="<relevant Stack Overflow / docs result>")
- Search the literal error first (wrapped in quotes works best).
-
fetch_pagethe most relevant result to read the fix in context.
search_reddit(query="...")
+ search_hackernews(query="...")
+ search_x(query="...")
- Triangulate sentiment across community (Reddit), developer (HN), and real-time (X) sources.
- Note:
search_xrequires auth; the other two are keyless.
search_arxiv(query="au:Goodfellow AND cat:cs.LG")
→ search_wikipedia(query="<concept>") for background
- Use Lucene prefixes (
au:,ti:,cat:,abs:) to target arXiv fields. - Fill in encyclopedic background with
search_wikipedia.
search_linkedin(query="site reliability engineer", content_type="people")
→ search_linkedin(query="machine learning startup", content_type="companies")
-
content_typefilters topeople/companies/posts/articles/jobs. - Keyless via DuckDuckGo
site:linkedin.com+ Jina Reader enrichment.