Upload 4 files

tools/file_operations.py

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+from langchain.tools import BaseTool
+from typing import Optional
+
+class FileWriteTool(BaseTool):
+    name: str = "File Write Tool"
+    description: str = "Writes reports to files"
+
+    def _run(self, content: str, filename: Optional[str] = "report.txt") -> str:
+        """
+        Implement the file writing logic here
+        For now, this is a placeholder implementation
+        """
+        return f"Written content to {filename}"
+    
+    def _arun(self, content: str, filename: Optional[str] = "report.txt") -> str:
+        raise NotImplementedError("Async not implemented") 

tools/web_scraping.py

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+from langchain.tools import BaseTool
+from typing import Optional
+
+class FirecrawlScrapeTool(BaseTool):
+    name: str = "Firecrawl Scrape Tool"
+    description: str = "Scrapes websites for market data"
+
+    def _run(self, url: str) -> str:
+        """
+        Implement the web scraping logic here
+        For now, this is a placeholder implementation
+        """
+        return f"Scraped data from {url}"
+    
+    def _arun(self, url: str) -> str:
+        raise NotImplementedError("Async not implemented")
+
+class FirecrawlSearchTool(BaseTool):
+    name: str = "Firecrawl Search Tool"
+    description: str = "Searches the web for market information"
+
+    def _run(self, query: str) -> str:
+        """
+        Implement the web search logic here
+        For now, this is a placeholder implementation
+        """
+        return f"Search results for {query}"
+    
+    def _arun(self, query: str) -> str:
+        raise NotImplementedError("Async not implemented")