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| import os | |
| import re | |
| from smolagents import CodeAgent, DuckDuckGoSearchTool, OpenAIServerModel | |
| # ========================================================= | |
| # MODEL (FREE GROQ API) | |
| # ========================================================= | |
| model = OpenAIServerModel( | |
| model_id="llama3-70b-8192", | |
| api_base="https://api.groq.com/openai/v1", | |
| api_key=os.getenv("GROQ_API_KEY") | |
| ) | |
| # ========================================================= | |
| # TOOLS | |
| # ========================================================= | |
| search_tool = DuckDuckGoSearchTool() | |
| agent = CodeAgent( | |
| tools=[search_tool], | |
| model=model, | |
| max_steps=4, | |
| verbosity_level=1 | |
| ) | |
| # ========================================================= | |
| # CLEAN OUTPUT | |
| # ========================================================= | |
| def clean_output(text): | |
| if text is None: | |
| return "" | |
| text = str(text).strip() | |
| text = re.sub(r"^```.*?\n", "", text, flags=re.DOTALL) | |
| text = re.sub(r"```$", "", text) | |
| return text.strip() | |
| # ========================================================= | |
| # MAIN SOLVER FUNCTION | |
| # ========================================================= | |
| def answer_question(question: str) -> str: | |
| prompt = f""" | |
| You are solving a GAIA benchmark task. | |
| Question: | |
| {question} | |
| IMPORTANT: | |
| - Return ONLY the final answer | |
| - No explanation | |
| - No markdown | |
| - No extra words | |
| """ | |
| try: | |
| result = agent.run(prompt) | |
| return clean_output(result) | |
| except Exception as e: | |
| return f"ERROR: {str(e)}" |