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Deploy GAIA agent
Browse files- .config +60 -0
- requirements.txt +8 -31
.config
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# Configuration file for GAIA Agent
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# Model Configuration
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MODEL_CONFIG = {
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"model_id": "microsoft/DialoGPT-medium", # Lightweight model for resource constraints
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"max_tokens": 512, # Reduced for memory efficiency
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"temperature": 0.1, # Low temperature for factual responses
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"fallback_model": "gpt-3.5-turbo", # Fallback if primary model fails
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}
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# Agent Configuration
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AGENT_CONFIG = {
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"max_iterations": 5, # Limit iterations to prevent infinite loops
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"verbosity_level": 1, # Moderate verbosity for debugging
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"timeout_seconds": 30, # Timeout for individual operations
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"max_retries": 2, # Number of retries for failed operations
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}
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# Tool Configuration
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TOOL_CONFIG = {
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"web_search": {
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"enabled": True,
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"max_results": 5, # Limit search results for efficiency
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"timeout": 10,
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},
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"calculator": {
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"enabled": True,
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"safe_mode": True, # Only allow safe mathematical expressions
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},
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"image_analyzer": {
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"enabled": True,
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"max_image_size": 5 * 1024 * 1024, # 5MB limit
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"supported_formats": [".jpg", ".jpeg", ".png", ".gif", ".bmp"],
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},
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"file_reader": {
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"enabled": True,
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"max_file_size": 10 * 1024 * 1024, # 10MB limit
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"supported_formats": [".txt", ".csv", ".json", ".md", ".py", ".js", ".html", ".css"],
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},
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"data_processor": {
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"enabled": True,
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"max_data_points": 10000, # Limit for large datasets
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}
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}
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# Performance Configuration
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PERFORMANCE_CONFIG = {
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"memory_limit_mb": 2048, # 2GB memory limit per process
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"cpu_limit_percent": 80, # Maximum CPU usage
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"garbage_collection_frequency": 10, # Run GC every N operations
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"cache_size": 100, # Number of cached responses
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}
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# API Configuration
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API_CONFIG = {
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"default_api_url": "https://agents-course-unit4-scoring.hf.space",
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"request_timeout": 60,
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"max_concurrent_requests": 2, # Limit concurrent requests
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}
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requirements.txt
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gradio==4.44.0
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requests==2.31.0
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pandas==2.0.3
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# Plotting (lightweight alternative to matplotlib)
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matplotlib==3.7.2
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# JSON and data processing
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pathlib
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# Web search
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duckduckgo-search==3.9.6
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# LLM integration (lightweight)
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litellm==1.44.14
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# Optional: For better performance with limited resources
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psutil==5.9.5
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# File processing utilities
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openpyxl==3.1.2 # For Excel files if needed
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python-magic==0.4.27 # For file type detection
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# Math and scientific computing (minimal)
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sympy==1.12 # For symbolic math if needed
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gradio==4.19.1
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requests==2.31.0
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pandas==2.0.3
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smol_agent==0.1.2
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transformers==4.38.2
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accelerate==0.27.2
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bitsandbytes==0.42.0
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tavily-python==0.3.1
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python-dotenv==1.0.1
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torch==2.2.1
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