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hetao
7414947cc6
Add image viewing capability for vision-enabled models with ViewImageMiddleware and view_image_tool. Limit web_fetch tool output to 4096 characters to prevent excessive content. Update model config to support vision capability flag. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
63 lines
2.2 KiB
Python
63 lines
2.2 KiB
Python
import json
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from langchain.tools import tool
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from tavily import TavilyClient
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from src.config import get_app_config
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def _get_tavily_client() -> TavilyClient:
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config = get_app_config().get_tool_config("web_search")
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api_key = None
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if config is not None and "api_key" in config.model_extra:
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api_key = config.model_extra.get("api_key")
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return TavilyClient(api_key=api_key)
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@tool("web_search", parse_docstring=True)
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def web_search_tool(query: str) -> str:
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"""Search the web.
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Args:
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query: The query to search for.
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"""
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config = get_app_config().get_tool_config("web_search")
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max_results = 5
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if config is not None and "max_results" in config.model_extra:
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max_results = config.model_extra.get("max_results")
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client = _get_tavily_client()
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res = client.search(query, max_results=max_results)
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normalized_results = [
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{
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"title": result["title"],
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"url": result["url"],
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"snippet": result["content"],
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}
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for result in res["results"]
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]
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json_results = json.dumps(normalized_results, indent=2, ensure_ascii=False)
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return json_results
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@tool("web_fetch", parse_docstring=True)
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def web_fetch_tool(url: str) -> str:
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"""Fetch the contents of a web page at a given URL.
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Only fetch EXACT URLs that have been provided directly by the user or have been returned in results from the web_search and web_fetch tools.
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This tool can NOT access content that requires authentication, such as private Google Docs or pages behind login walls.
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Do NOT add www. to URLs that do NOT have them.
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URLs must include the schema: https://example.com is a valid URL while example.com is an invalid URL.
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Args:
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url: The URL to fetch the contents of.
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"""
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client = _get_tavily_client()
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res = client.extract([url])
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if "failed_results" in res and len(res["failed_results"]) > 0:
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return f"Error: {res['failed_results'][0]['error']}"
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elif "results" in res and len(res["results"]) > 0:
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result = res["results"][0]
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return f"# {result['title']}\n\n{result['raw_content'][:4096]}"
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else:
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return "Error: No results found"
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