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1 Parent(s): 5a2b0d6

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Files changed (3) hide show
  1. app.py +32 -0
  2. requirements.txt +7 -0
  3. src/deploy/update_space.py +19 -0
app.py ADDED
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+ import gradio as gr
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+ from src.model.vision_model import ChartVisionModel
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+ import ollama
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+
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+ def analyze_chart(image):
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+ client = ollama.Client()
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+
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+ system_prompt = """Analyze this technical chart and provide:
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+ 1. Pattern Recognition (Support/Resistance, Trends)
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+ 2. Technical Indicators Analysis
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+ 3. Price Action Analysis
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+ 4. Volume Analysis
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+ 5. Future Price Predictions
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+ Format the response in clear sections."""
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+
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+ response = client.generate(
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+ model="llama3.2-vision:latest",
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+ prompt=system_prompt,
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+ images=[image]
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+ )
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+
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+ return response
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+
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+ interface = gr.Interface(
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+ fn=analyze_chart,
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+ inputs=gr.Image(type="pil"),
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+ outputs=gr.Textbox(label="Analysis Results"),
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+ title="Technical Chart Analysis",
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+ description="Upload a chart image for comprehensive technical analysis"
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+ )
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+
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+ interface.launch()
requirements.txt ADDED
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+ gradio>=4.0.0
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+ torch>=2.0.0
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+ transformers>=4.30.0
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+ python-ollama>=0.1.0
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+ Pillow>=10.0.0
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+ huggingface-hub>=0.19.0
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+ python-dotenv>=1.0.0
src/deploy/update_space.py ADDED
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+ from huggingface_hub import HfApi, login
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+ from dotenv import load_dotenv
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+ import os
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+
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+ def update_space_repo():
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+ load_dotenv()
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+ api = HfApi()
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+ login() # Will use HF_TOKEN from environment
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+
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+ api.upload_folder(
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+ folder_path=".",
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+ repo_id="tmmdev/chart-analyzer",
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+ repo_type="space"
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+ )
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+
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+ print("✨ Space updated successfully!")
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+
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+ if __name__ == "__main__":
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+ update_space_repo()