app.py

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData

import os
import sys
import gradio as gr
import ollama
from PIL import Image

# Add ai-analyzer's src to path
current_dir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, current_dir)

# Local imports
from src.model.vision_model import ChartVisionModel
from src.analysis.chart_processor import ChartProcessor
from src.analysis.pattern_generator import PatternGenerator
from src.analysis.indicator_generator import IndicatorGenerator
from src.analysis.chart_analyzer import ChartAnalyzer
from src.data.market_data import MarketData


def analyze_full_chart(chart_image, symbol):
    market_data = MarketData()
    historical_data = market_data.fetch_ohlcv(symbol)
    
    pattern_gen = PatternGenerator()
    pattern_images = pattern_gen.generate_all_patterns(chart_image, historical_data)
    
    indicator_gen = IndicatorGenerator()
    indicator_charts = indicator_gen.generate_all_indicators(historical_data)
    

    processor = ChartProcessor()
    results = processor.process_chart(chart_image)

    analyzer = ChartAnalyzer()
    analysis_results = analyzer.analyze_full(
        chart_image=chart_image,
        pattern_images=pattern_images,
        indicator_charts=indicator_charts,
        historical_data=historical_data
    )
    
    return {
        'pattern_analysis': analysis_results.patterns,
        'indicator_analysis': analysis_results.indicators,
        'predictions': analysis_results.predictions,
        'interactive_charts': indicator_charts,
        'chart_analysis':results,
    }

interface = gr.Interface(
    fn=analyze_full_chart,
    inputs=[
        gr.Image(type="pil", label="Chart Image"),
        gr.Textbox(label="Symbol")
    ],
    outputs=[
        gr.Gallery(label="Pattern Overlays"),
        gr.Gallery(label="Indicator Charts"),
        gr.JSON(label="Analysis Results"),
        gr.Plot(label="Interactive Indicators")
    ]
)

interface.launch()