Update app.py

summary of a paper

app.py

@@ -9,14 +9,35 @@ from Gradio_UI import GradioUI
 
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_cutom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
-    #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
+def summary_of_paper(query: str, max_results: int = 1) -> str:
+    """A tool that searches for a paper on arXiv and summarizes it using a language model.
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        query: The search query for the paper.
+        max_results: The maximum number of search results to return.
     """
-    return "What magic will you build ?"
+    try:
+        # Search for the paper on arXiv
+        search_url = f"http://export.arxiv.org/api/query?search_query={query}&max_results={max_results}"
+        response = requests.get(search_url)
+        if response.status_code != 200:
+            return f"Error fetching paper from arXiv: {response.status_code}"
+        
+        # Parse the response
+        papers = response.text
+        # For simplicity, let's assume we extract the first paper's summary
+        # In a real implementation, you would parse the XML response properly
+        start_idx = papers.find('<summary>') + len('<summary>')
+        end_idx = papers.find('</summary>', start_idx)
+        paper_summary = papers[start_idx:end_idx].strip()
+        
+        # Summarize the paper using a language model
+        summary_prompt = f"Summarize the following paper: {paper_summary}"
+        summary_response = model.generate(summary_prompt)
+        
+        return f"the summary of the paper is: {summary_response}"
+    except Exception as e:
+        return f"Error summarizing paper: {str(e)}"
+
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -51,7 +72,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[get_current_time_in_timezone, final_answer], ## add your tools here (don't remove final answer)
+    tools=[summary_of_paper, final_answer], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,