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Update app.py
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app.py
CHANGED
@@ -1,3 +1,4 @@
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import os
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import gradio as gr
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import requests
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@@ -7,28 +8,29 @@ from tools import AnswerTool
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from smolagents import CodeAgent, OpenAIServerModel
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from smolagents import DuckDuckGoSearchTool, WikipediaSearchTool
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# Constants
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DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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class BasicAgent:
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def __init__(self):
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# Initialize CodeAgent with GPT-4o,
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model = OpenAIServerModel(model_id="gpt-4o")
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answer_tool = AnswerTool()
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web_tool = DuckDuckGoSearchTool()
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wiki_tool = WikipediaSearchTool()
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self.agent = CodeAgent(
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model=model,
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verbosity_level=0
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)
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def __call__(self, question: str) -> str:
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# Run the agent on the question
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return self.agent.run(question)
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def run_and_submit_all(username):
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if not username:
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return "Please enter your Hugging Face username.", None
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@@ -44,7 +46,7 @@ def run_and_submit_all(username):
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return f"Error fetching questions: {e}", None
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# 2. Run agent on all questions
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agent
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results = []
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payload = []
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for q in questions:
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@@ -64,9 +66,9 @@ def run_and_submit_all(username):
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# 3. Submit answers
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submission = {
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"username":
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"agent_code":
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"answers":
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}
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try:
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sub_resp = requests.post(f"{DEFAULT_API_URL}/submit", json=submission, timeout=60)
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@@ -83,6 +85,7 @@ def run_and_submit_all(username):
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return status, pd.DataFrame(results)
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def test_random_question(username):
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if not username:
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return "Please enter your Hugging Face username.", ""
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@@ -94,7 +97,8 @@ def test_random_question(username):
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except Exception as e:
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return f"Error during test: {e}", ""
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with gr.Blocks() as demo:
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gr.Markdown("# Basic Agent Evaluation Runner")
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gr.Markdown(
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@@ -120,3 +124,4 @@ with gr.Blocks() as demo:
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if __name__ == "__main__":
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demo.launch(debug=True, share=False)
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# app.py
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import os
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import gradio as gr
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import requests
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from smolagents import CodeAgent, OpenAIServerModel
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from smolagents import DuckDuckGoSearchTool, WikipediaSearchTool
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# --- Constants ---
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DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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class BasicAgent:
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def __init__(self):
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# Initialize CodeAgent with GPT-4o, Wikipedia, DuckDuckGo, and AnswerTool
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model = OpenAIServerModel(model_id="gpt-4o")
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wiki_tool = WikipediaSearchTool()
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web_tool = DuckDuckGoSearchTool()
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answer_tool = AnswerTool()
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self.agent = CodeAgent(
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model=model,
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# try wiki first, then web, then direct answer
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tools=[wiki_tool, web_tool, answer_tool],
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add_base_tools=True, # include python_eval, image_ocr, etc.
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max_steps=3, # allow up to 3 planning steps
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verbosity_level=0
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)
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def __call__(self, question: str) -> str:
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return self.agent.run(question)
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def run_and_submit_all(username):
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if not username:
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return "Please enter your Hugging Face username.", None
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return f"Error fetching questions: {e}", None
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# 2. Run agent on all questions
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agent = BasicAgent()
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results = []
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payload = []
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for q in questions:
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# 3. Submit answers
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submission = {
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"username": username,
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"agent_code": f"https://huggingface.co/spaces/{os.getenv('SPACE_ID')}/tree/main",
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"answers": payload
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}
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try:
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sub_resp = requests.post(f"{DEFAULT_API_URL}/submit", json=submission, timeout=60)
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return status, pd.DataFrame(results)
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def test_random_question(username):
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if not username:
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return "Please enter your Hugging Face username.", ""
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except Exception as e:
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return f"Error during test: {e}", ""
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# --- Gradio UI ---
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with gr.Blocks() as demo:
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gr.Markdown("# Basic Agent Evaluation Runner")
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gr.Markdown(
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if __name__ == "__main__":
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demo.launch(debug=True, share=False)
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