Update app.py

app.py

@@ -9,14 +9,33 @@ from Gradio_UI import GradioUI
 
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_custom_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 search_arxiv(query: str, max_results: int = 5) -> str:
+    
+    url = f"http://export.arxiv.org/api/query?search_query={query}&max_results={max_results}"
+    response = requests.get(url)
+
+    if response.status_code == 200:
+        papers = []
+        for entry in response.text.split("<entry>")[1:max_results+1]:
+            title = entry.split("<title>")[1].split("</title>")[0]
+            link = entry.split("<id>")[1].split("</id>")[0]
+            summary = entry.split("<summary>")[1].split("</summary>")[0]
+            papers.append(f"Title: {title}\nSummary: {summary}\nLink: {link}\n")
+        return "\n\n".joins(papers)
+    return "No papers found"
+
+@tool
+def summarize_text(text: str) -> str:
+    """Summarizes long academic papers or articles.
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        text: The text to summarize.
     """
-    return "What magic will you build ?"
+    model = HfApiModel(
+        max_tokens=512,
+        temperature=0.5,
+        model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
+    )
+    return model.generate(f"Summarize this research paper: {text}")
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -55,12 +74,12 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[final_answer, search_arxiv, summarize_text], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,
     planning_interval=None,
-    name=None,
+    name="Research Assistant",
     description=None,
     prompt_templates=prompt_templates
 )