agent_tools.py

import requests
import json
from bs4 import BeautifulSoup


def duckduckgo_search(query: str, count: int = 3) -> list:
    """
    Perform a search using DuckDuckGo and return the results.

    Args:
        query: The search query string
        count: Maximum number of results to return (default: 3)

    Returns:
        List of search results
    """
    print(f"Performing DuckDuckGo search for: {query}")

    try:
        headers = {
            "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
        }

        # Format the query for the URL
        formatted_query = query.replace(' ', '+')
        # Format the URL with query and parameter to increase snippet size
        url = f"https://html.duckduckgo.com/html/?q={formatted_query}&kl=wt-wt"

        # Send the request
        response = requests.get(url, headers=headers, timeout=10)
        response.raise_for_status()

        # Parse the HTML response
        soup = BeautifulSoup(response.text, 'html.parser')

        # Extract search results
        results = []
        for result in soup.select('.result'):
            title_elem = result.select_one('.result__title')
            link_elem = result.select_one('.result__url')
            snippet_elem = result.select_one('.result__snippet')

            if title_elem and link_elem:
                title = title_elem.get_text(strip=True)
                url = link_elem.get('href') if link_elem.get('href') else link_elem.get_text(strip=True)
                snippet = snippet_elem.get_text(strip=True) if snippet_elem else ""

                # results.append({
                #    "title": title,
                #    "url": url,
                #    "snippet": snippet
                # })

                results.append(snippet)

                if len(results) >= count:
                    break

        print(f"DuckDuckGo results: {results}")
        return results
    except Exception as e:
        print(f"Error during DuckDuckGo search: {e}")
        return []


def langsearch_search(query: str, count: int = 5) -> list:
    """
    Perform a search using LangSearch API and return the results.

    Args:
        query: The search query string
        count: Maximum number of results to return (default: 5)
        api_key: LangSearch API key (default: None, will look for env variable)

    Returns:
        List of search results
    """
    print(f"Performing LangSearch search for: {query}")

    try:
        import os
        # Use API key from parameters or environment variable
        api_key = os.environ.get("LS_TOKEN")

        if not api_key:
            print("Warning: No LangSearch API key provided. Set LS_TOKEN environment variable.")
            return []

        headers = {
            "Content-Type": "application/json",
            "Authorization": f"Bearer {api_key}"
        }

        payload = json.dumps({
            "query": query,
            "freshness": "noLimit",
            "summary": True,
            "count": count
        })

        url = "https://api.langsearch.com/v1/web-search"

        response = requests.post(url, headers=headers, data=payload, timeout=30)
        response.raise_for_status()
        if response.status_code != 200:
            print(f"LangSearch API error: {response.text}")
            return []
        response = response.json()
        results = []
        for result in response["data"]["webPages"]["value"]:
            results.append(result["summary"])
        #print(f"LangSearch results: {results}")
        return results
    except Exception as e:
        print(f"Error during LangSearch search: {e}")
        return []


# Dictionary mapping tool names to their functions
TOOLS_MAPPING = {
    "duckduckgo_search": duckduckgo_search,
    "langsearch_search": langsearch_search
}

# Tool definitions for LLM API
TOOLS_DEFINITION = [
    {
        "type": "function",
        "function": {
            "name": "duckduckgo_search",
            "description": "Search the web using DuckDuckGo and return relevant results",
            "parameters": {
                "type": "object",
                "properties": {
                    "query": {
                        "type": "string",
                        "description": "The search query string"
                    },
                    "num_results": {
                        "type": "integer",
                        "description": "Maximum number of results to return",
                        "default": 5
                    }
                },
                "required": ["query"]
            }
        }
    },
    {
        "type": "function",
        "function": {
            "name": "langsearch_search",
            "description": "Search the web using LangSearch API for more relevant results with deeper context",
            "parameters": {
                "type": "object",
                "properties": {
                    "query": {
                        "type": "string",
                        "description": "The search query string"
                    },
                    "top_k": {
                        "type": "integer",
                        "description": "Maximum number of results to return",
                        "default": 5
                    },
                    "api_key": {
                        "type": "string",
                        "description": "LangSearch API key (optional, will use LANGSEARCH_API_KEY env var if not provided)"
                    }
                },
                "required": ["query"]
            }
        }
    }
]