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Update agent.py
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agent.py
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@@ -1,24 +1,18 @@
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import os
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# from transformers import pipeline # No longer directly using pipeline here
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# NEW IMPORTS for smolagents
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from smolagents import CodeAgent, DuckDuckGoSearchTool
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from smolagents import TransformersModel
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class GaiaAgent:
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def __init__(self, model_id: str = "
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# Initialize your LLM using smolagents's TransformersModel
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# This is the crucial part. Flan-T5 is a 'text2text-generation' model.
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# TransformersModel probably builds a pipeline, which needs the correct task.
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self.llm_model = TransformersModel(
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model_id=model_id,
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#
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task="
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#
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)
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# Initialize the smolagents CodeAgent
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self.agent = CodeAgent(
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model=self.llm_model,
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tools=[DuckDuckGoSearchTool()],
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@@ -32,5 +26,4 @@ class GaiaAgent:
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return response
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except Exception as e:
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return f"An error occurred during agent processing: {e}"
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import os
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from smolagents import CodeAgent, DuckDuckGoSearchTool
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from smolagents import TransformersModel
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class GaiaAgent:
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def __init__(self, model_id: str = "HuggingFaceH4/zephyr-7b-beta"): # <-- CHANGE MODEL HERE
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self.llm_model = TransformersModel(
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model_id=model_id,
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# For Zephyr (a causal LM), the default `AutoModelForCausalLM` works,
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# and `task="text-generation"` is appropriate for the pipeline.
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task="text-generation",
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# You might need device_map="auto" if you hit memory issues or have GPU:
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# device_map="auto"
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)
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self.agent = CodeAgent(
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model=self.llm_model,
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tools=[DuckDuckGoSearchTool()],
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return response
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except Exception as e:
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return f"An error occurred during agent processing: {e}"
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