first agent

.gitignore

@@ -0,0 +1,54 @@
+# Python
+*.py[cod]
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+.gradio/
+__pycache__/
+
+# Virtual Environment
+venv/
+.venv/
+ENV/
+env/
+
+# IDE specific files
+.idea/
+.vscode/
+*.swp
+*.swo
+.DS_Store
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# Local development settings
+*.log
+.env.local
+.env.*.local
+.env
+
+# Gradio specific
+gradio_cached_examples/
+flagged/
+
+# Model files & cache
+models/
+*.pt
+*.pth
+*.ckpt
+.cache/

app.py

@@ -1,23 +1,55 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
 import datetime
 import requests
 import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
+from tools.visit_webpage import VisitWebpageTool
+from tools.web_search import DuckDuckGoSearchTool
+import os
+
+from dotenv import load_dotenv
+
+
+load_dotenv(override=True)
 
 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 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
     Args:
         arg1: the first argument
         arg2: the second argument
     """
     return "What magic will you build ?"
 
+
+@tool
+def get_crypto_price(coin_name: str) -> str:
+    """Get latest crypto price in usd for a given coin name
+
+    Args:
+    coin_name: The unique name of the coin in lowercase. e.g. bitcoin.
+    """
+    api_key = os.getenv("COINGECKO_API_KEY")
+    headers = {"accept": "application/json", "x-cg-demo-api-key": api_key}
+    url = f"https://api.coingecko.com/api/v3/simple/price?ids={coin_name}&vs_currencies=usd"
+
+    response = requests.get(url, headers=headers)
+    data = response.json()
+    if coin_name in data and "usd" in data[coin_name]:
+        price = data[coin_name]["usd"]
+        return price
+    else:
+        return None
+
+
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
     """A tool that fetches the current local time in a specified timezone.
@@ -34,36 +66,47 @@ def get_current_time_in_timezone(timezone: str) -> str:
         return f"Error fetching time for timezone '{timezone}': {str(e)}"
 
 
+search_tool = DuckDuckGoSearchTool(max_results=10)
+visit_webpage_tool = VisitWebpageTool()
+
 final_answer = FinalAnswerTool()
 
 # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
-# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
+# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
 
 model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
-custom_role_conversions=None,
+    max_tokens=2096,
+    temperature=0.5,
+    model_id="Qwen/Qwen2.5-Coder-32B-Instruct",  # it is possible that this model may be overloaded
+    custom_role_conversions=None,
 )
 
 
 # Import tool from Hub
 image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
 
-with open("prompts.yaml", 'r') as stream:
+with open("prompts.yaml", "r") as stream:
     prompt_templates = yaml.safe_load(stream)
-    
+
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[
+        final_answer,
+        visit_webpage_tool,
+        search_tool,
+        get_current_time_in_timezone,
+        get_crypto_price,
+        image_generation_tool,
+    ],
     max_steps=6,
     verbosity_level=1,
     grammar=None,
     planning_interval=None,
     name=None,
     description=None,
-    prompt_templates=prompt_templates
+    prompt_templates=prompt_templates,
+    # authorized_imports=["requests", "random", "numpy", "pandas"],
 )
 
 
-GradioUI(agent).launch()
+GradioUI(agent).launch()

tools/web_search.py

@@ -1,11 +1,14 @@
 from typing import Any, Optional
-from smolagents.tools import Tool
+from smolagents import Tool
 import duckduckgo_search
 
+
 class DuckDuckGoSearchTool(Tool):
     name = "web_search"
     description = "Performs a duckduckgo web search based on your query (think a Google search) then returns the top search results."
-    inputs = {'query': {'type': 'string', 'description': 'The search query to perform.'}}
+    inputs = {
+        "query": {"type": "string", "description": "The search query to perform."}
+    }
     output_type = "string"
 
     def __init__(self, max_results=10, **kwargs):
@@ -23,5 +26,8 @@ class DuckDuckGoSearchTool(Tool):
         results = self.ddgs.text(query, max_results=self.max_results)
         if len(results) == 0:
             raise Exception("No results found! Try a less restrictive/shorter query.")
-        postprocessed_results = [f"[{result['title']}]({result['href']})\n{result['body']}" for result in results]
+        postprocessed_results = [
+            f"[{result['title']}]({result['href']})\n{result['body']}"
+            for result in results
+        ]
         return "## Search Results\n\n" + "\n\n".join(postprocessed_results)