bsamiee [SEARCH_TAVILY]
tvly owns live-web retrieval as one intent surface; the cheapest verb that answers wins. An open question is search — --include-answer returns a synthesized answer with no follow-up call, --include-raw-content markdown folds the top results' full content into the same call. Known URLs are extract; a site is one crawl --instructions, with map recon first when URLs must be picked by hand; a cited multi-source report is research. Live web routes here over WebFetch, which reads one URL blind while tvly ranks, scopes, and filters server-side.
Relevance resolves server-side, never a local post-filter: --include-answer on search, --query with --chunks-per-source on extract, --instructions with --chunks-per-source on crawl. Triage on the score and snippet every search result carries and pull full content only for the URLs that earn it — or skip the round-trip with --include-raw-content when the whole top set is wanted. Bulk output routes to disk, -o for the JSON envelope and --output-dir for one markdown file per crawled page, never into the window.
crawl starts shallow — --max-depth 1, a tight --limit — and widens once the site's shape is known; --instructions focuses it semantically and collapses a map-then-extract round-trip into one call, leaving map for cheap URL recon alone. research is the loose heavy verb, a cited report over 30-120 seconds: take --output-schema for a structured result, and never spend it on a fact one search settles.
[01]-[USAGE]
Every command runs as uvx --from tavily-cli tvly <verb> under the ambient TAVILY_API_KEY; search and extract also run key-free under a rate cap. --json returns the typed envelope, -o writes it to a file, and each verb's full flag roster lives behind --help; add --extract-depth advanced when extract or crawl hits a JavaScript-rendered page. Reach for the one-call command that fits:
uvx --from tavily-cli tvly search "QUERY" --include-answer advanced --max-results 8 # answer inline, no follow-up
uvx --from tavily-cli tvly search "QUERY" --include-raw-content markdown --max-results 8 --json # fused: ranked hits + full content
uvx --from tavily-cli tvly extract URL_A URL_B --query "QUESTION" --chunks-per-source 3 --format markdown # known URLs -> content
uvx --from tavily-cli tvly crawl https://example.com --max-depth 1 --limit 20 --instructions "GOAL" --chunks-per-source 3 # site pages -> chunks
uvx --from tavily-cli tvly crawl https://example.com --max-depth 2 --limit 50 --output-dir DIR # site section -> markdown files
uvx --from tavily-cli tvly research run "QUERY" --citation-format numbered -o report.md # cited report, blocks 30-120s
Take a second call only when one will not do; --max-results and --limit keep the feed inside extract's 20-URL cap:
# few among many — score-gate search hits, then pull only the survivors
uvx --from tavily-cli tvly search "QUERY" --json | jq -r '.results[] | select(.score > 0.5) | .url' | xargs uvx --from tavily-cli tvly extract --query "QUESTION" --chunks-per-source 3
# recon — list a site's URLs to pick from, then extract the chosen ones
uvx --from tavily-cli tvly map https://example.com --instructions "GOAL" --limit 20 --json | jq -r '.results[]'
uvx --from tavily-cli tvly extract PICKED_URL --query "QUESTION" --chunks-per-source 3
# detached research — dispatch now, poll later
uvx --from tavily-cli tvly research run "QUERY" --no-wait
uvx --from tavily-cli tvly research poll REQUEST_ID -o report.md