Update app.py
Browse files
app.py
CHANGED
@@ -28,7 +28,6 @@ model_math_tool = ModelMathTool()
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# 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:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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model = HfApiModel(model_id='mistralai/Mistral-7B-Instruct-v0.2', max_tokens=512)
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@@ -53,11 +52,32 @@ def cache_answer(question: str, answer: str):
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class BasicAgent:
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def __init__(self):
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print("BasicAgent initialized.")
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self.agent = CodeAgent(
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model=model,
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tools=[web_search,python_interpreter,visit_webpage_tool,model_math_tool],
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max_steps=1,
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verbosity_level=1,
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# 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:
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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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# --- Model Setup ---
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MODEL_NAME = 'mistralai/Mistral-7B-Instruct-v0.2'
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def load_model():
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"""Download and load the model and tokenizer."""
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try:
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print(f"Loading model {MODEL_NAME}...")
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model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
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tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
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print(f"Model {MODEL_NAME} loaded successfully.")
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return model, tokenizer
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except Exception as e:
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print(f"Error loading model: {e}")
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raise
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# Load the model and tokenizer locally
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model, tokenizer = load_model()
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class BasicAgent:
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def __init__(self):
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print("BasicAgent initialized.")
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self.agent = CodeAgent(
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model=model,
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tokenizer=tokenizer,
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tools=[web_search,python_interpreter,visit_webpage_tool,model_math_tool],
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max_steps=1,
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verbosity_level=1,
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