tavily-searchlisted
Install: claude install-skill Neetx/ai-research-radar
# tavily search
Web search returning LLM-optimized results with content snippets and relevance scores.
## Before running any command
Check `tvly --status`. If `tvly` is not on PATH:
```bash
pip install -q tavily-cli || uv tool install tavily-cli
```
Auth comes from the `TAVILY_API_KEY` environment variable (already set in this
environment). Never print it. If it is unset, report that and fall back to the
built-in web tools.
## Quick start
```bash
# Basic search
tvly search "your query" --json
# Precision search with more results
tvly search "trellis coded quantization LLM" --depth advanced --max-results 10 --json
# Recent items only
tvly search "open-weight model release" --time-range week --topic news --json
# Primary sources only
tvly search "KV cache quantization" --include-domains arxiv.org,github.com --json
# Full page content inline (saves a separate extract call)
tvly search "vLLM disaggregated serving" --include-raw-content --max-results 3 --json
```
## Key options
| Option | Description |
|--------|-------------|
| `--depth` | `ultra-fast`, `fast`, `basic` (default), `advanced` (highest relevance) |
| `--max-results` | 0–20 (default 5) |
| `--topic` | `general` (default), `news`, `finance` |
| `--time-range` | `day`, `week`, `month`, `year` |
| `--start-date` / `--end-date` | Bound results by date (YYYY-MM-DD) |
| `--include-domains` / `--exclude-domains` | Comma-separated domain filters |
| `--include-raw-content` | Full page content (`markdown` or `tex