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feat: replace google web search with tavily web search (#329)

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# Web Search Tool (`google_web_search`)
# Web Search Tool (`web_search`)
This document describes the `google_web_search` tool.
This document describes the `web_search` tool.
## Description
Use `google_web_search` to perform a web search using Google Search via the Gemini API. The `google_web_search` tool returns a summary of web results with sources.
Use `web_search` to perform a web search using the Tavily API. The tool returns a concise answer with sources when possible.
### Arguments
`google_web_search` takes one argument:
`web_search` takes one argument:
- `query` (string, required): The search query.
## How to use `google_web_search` with the Gemini CLI
## How to use `web_search`
The `google_web_search` tool sends a query to the Gemini API, which then performs a web search. `google_web_search` will return a generated response based on the search results, including citations and sources.
`web_search` calls the Tavily API directly. You must configure the `TAVILY_API_KEY` through one of the following methods:
1. **Settings file**: Add `"tavilyApiKey": "your-key-here"` to your `settings.json`
2. **Environment variable**: Set `TAVILY_API_KEY` in your environment or `.env` file
3. **Command line**: Use `--tavily-api-key your-key-here` when running the CLI
If the key is not configured, the tool will be disabled and skipped.
Usage:
```
google_web_search(query="Your query goes here.")
web_search(query="Your query goes here.")
```
## `google_web_search` examples
## `web_search` examples
Get information on a topic:
```
google_web_search(query="latest advancements in AI-powered code generation")
web_search(query="latest advancements in AI-powered code generation")
```
## Important notes
- **Response returned:** The `google_web_search` tool returns a processed summary, not a raw list of search results.
- **Citations:** The response includes citations to the sources used to generate the summary.
- **Response returned:** The `web_search` tool returns a concise answer when available, with a list of source links.
- **Citations:** Source links are appended as a numbered list.
- **API key:** Configure `TAVILY_API_KEY` via settings.json, environment variables, .env files, or command line arguments. If not configured, the tool is not registered.