Update
#468
by akashmfiles - opened
app.py
CHANGED
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@@ -4,6 +4,20 @@ import requests
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import inspect
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import pandas as pd
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# (Keep Constants as is)
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# --- Constants ---
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DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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@@ -12,13 +26,25 @@ DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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# ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
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class BasicAgent:
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def __init__(self):
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print("BasicAgent initialized.")
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def __call__(self, question: str) -> str:
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print(f"Agent received question (first 50 chars): {question[:50]}...")
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fixed_answer = "This is a default answer."
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print(f"Agent returning fixed answer: {fixed_answer}")
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return fixed_answer
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def run_and_submit_all( profile: gr.OAuthProfile | None):
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"""
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Fetches all questions, runs the BasicAgent on them, submits all answers,
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@@ -81,6 +107,8 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
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continue
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try:
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submitted_answer = agent(question_text)
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answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
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results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": submitted_answer})
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except Exception as e:
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@@ -146,11 +174,9 @@ with gr.Blocks() as demo:
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gr.Markdown(
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"""
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**Instructions:**
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1. Please clone this space, then modify the code to define your agent's logic, the tools, the necessary packages, etc ...
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2. Log in to your Hugging Face account using the button below. This uses your HF username for submission.
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3. Click 'Run Evaluation & Submit All Answers' to fetch questions, run your agent, submit answers, and see the score.
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-
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---
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**Disclaimers:**
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Once clicking on the "submit button, it can take quite some time ( this is the time for the agent to go through all the questions).
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import inspect
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import pandas as pd
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from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
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import os
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try:
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from smolagents import OpenAIServerModel, DuckDuckGoSearchTool, CodeAgent, WikipediaSearchTool, InferenceClientModel
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except ImportError as e:
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from smolagents import OpenAIServerModel, CodeAgent, WikipediaSearchTool, InferenceClientModel
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DuckDuckGoSearchTool = None
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print(f"Warning: DuckDuckGoSearchTool unavailable ({e}). Install ddgs with `pip install ddgs`.")
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api_key = os.getenv("HF_TOKEN")
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# (Keep Constants as is)
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# --- Constants ---
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DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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# ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
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class BasicAgent:
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def __init__(self):
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openAI_model = OpenAIServerModel(model_id="gpt-4.1-mini", api_key="sk-proj--7IsHGYQG_dTB1Q9_wA")
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tools = [WikipediaSearchTool()]
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if DuckDuckGoSearchTool is not None:
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tools.insert(0, DuckDuckGoSearchTool())
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self.agent = CodeAgent(
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model = openAI_model,
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tools = tools,
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add_base_tools = True,
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)
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print("BasicAgent initialized.")
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def __call__(self, question: str) -> str:
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print(f"Agent received question (first 50 chars): {question[:50]}...")
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# fixed_answer = "This is a default answer."
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fixed_answer = self.agent.run(question)
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print(f"Agent returning fixed answer: {fixed_answer}")
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return fixed_answer
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def run_and_submit_all( profile: gr.OAuthProfile | None):
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"""
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Fetches all questions, runs the BasicAgent on them, submits all answers,
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continue
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try:
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submitted_answer = agent(question_text)
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if not isinstance(submitted_answer, str):
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submitted_answer = str(submitted_answer)
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answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
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results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": submitted_answer})
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except Exception as e:
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gr.Markdown(
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"""
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**Instructions:**
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1. Please clone this space, then modify the code to define your agent's logic, the tools, the necessary packages, etc ...
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2. Log in to your Hugging Face account using the button below. This uses your HF username for submission.
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3. Click 'Run Evaluation & Submit All Answers' to fetch questions, run your agent, submit answers, and see the score.
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---
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**Disclaimers:**
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Once clicking on the "submit button, it can take quite some time ( this is the time for the agent to go through all the questions).
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