Create WebScape_TOOL.py

WebScape_TOOL.py

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+from langchain.tools import tool
+from bs4 import BeautifulSoup
+import requests
+from langchain.tools import tool
+from duckduckgo_search import DDGS
+
+class WebSearchTools:
+
+#################################### - DDG SEARCH ENGINE TOOL - ####################################
+    @tool("internet_search")
+    def internet_search(query: str) -> str:
+        """
+            Performs an internet search using a DuckDuckGo-like service and returns the results.
+            
+            Parameters:
+            query (str): The search query.
+            
+            Returns:
+            str: The search results or a message indicating no results were found.
+        """
+            # Assuming `ddgs` is initialized and ready to use here, with a context manager support
+        with DDGS() as ddgs:
+            results = [r for r in ddgs.text(query, max_results=3)]
+            return results if results else "No results found."
+#################################### - DDG SEARCH ENGINE TOOL - ####################################        
+
+####################$################ - BS4 URL SCRAPER TOOL - ############$########################
+    @staticmethod
+    @tool("process_search_results", return_direct=False)
+    def process_search_results(url: str) -> str:
+        """
+            Processes the content from webpages given a URL using BeautifulSoup.
+            
+            Parameters:
+            url (str): The URL to fetch and process.
+            
+            Returns:
+            str: The text content of the webpage.
+        """
+        response = requests.get(url=url)
+        if response.status_code == 200:
+            soup = BeautifulSoup(response.content, "html.parser")
+            return soup.get_text()
+        else:
+            return "Failed to fetch content."
+####################$################ - BS4 URL SCRAPER TOOL - ############$########################
+
+
+
+
+    @tool("forecast search")
+    def forecast_search(query: str) -> str:
+        """
+            Performs an internet search using a DuckDuckGo-like service and returns the results.
+            
+            Parameters:
+            query (str): The search query.
+            
+            Returns:
+            str: The search results or a message indicating no results were found.
+        """
+            # Assuming `ddgs` is initialized and ready to use here, with a context manager support
+        with DDGS() as ddgs:
+            results = [r for r in ddgs.text(f"site:digitalcoinprice.com/forecast {query}", max_results=4)]
+            return results if results else "No results found."
+
+    @tool("technical signal search")
+    def technicalsignals_search(query: str) -> str:
+        """
+            Performs an internet search using a DuckDuckGo-like service and returns the results.
+            
+            Parameters:
+            query (str): The search query.
+            
+            Returns:
+            str: The search results or a message indicating no results were found.
+        """
+            # Assuming `ddgs` is initialized and ready to use here, with a context manager support
+        with DDGS() as ddgs:
+            results = [r for r in ddgs.text(f"site:centralcharts.com signals {query}", max_results=4)]
+            return results if results else "No results found."
+        
+        
+    @tool("price target search")
+    def pricetargets_search(query: str) -> str:
+        """
+            Performs an internet search using a DuckDuckGo-like service and returns the results
+            
+            Parameters:
+            query (str): The search query.
+            
+            Returns:
+            str: The search results or a message indicating no results were found.
+        """
+            # Assuming `ddgs` is initialized and ready to use here, with a context manager support
+        with DDGS() as ddgs:
+            results = [r for r in ddgs.text(f"site:coincodex.com prediction {query}", max_results=3)]
+            return results if results else "No results found."
+