Base code

backend/requirements.txt

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+# Core dependencies
+fastapi>=0.104.0
+uvicorn>=0.24.0
+python-multipart>=0.0.6
+python-dotenv>=1.0.0
+loguru>=0.7.2
+tenacity>=8.2.3
+
+# Authentication and security
+PyJWT>=2.8.0
+cryptography>=41.0.0
+fastapi-clerk-auth>=0.0.7
+
+# Database dependencies   
+sqlalchemy>=2.0.25
+
+# CopilotKit and Research
+copilotkit
+exa-py==1.9.1
+httpx>=0.27.2,<0.28.0
+
+# AI/ML dependencies
+openai>=1.3.0
+google-genai>=1.0.0
+
+
+google-api-python-client>=2.100.0
+google-auth>=2.23.0
+google-auth-oauthlib>=1.0.0
+
+# Web scraping and content processing
+beautifulsoup4>=4.12.0
+requests>=2.31.0
+lxml>=4.9.0
+html5lib>=1.1
+aiohttp>=3.9.0
+
+# Data processing
+pandas>=2.0.0
+numpy>=1.24.0
+markdown>=3.5.0
+
+# SEO Analysis dependencies
+advertools>=0.14.0
+textstat>=0.7.3
+pyspellchecker>=0.7.2
+aiofiles>=23.2.0
+crawl4ai>=0.2.0
+
+# Linguistic Analysis dependencies (Required for persona generation)
+spacy>=3.7.0
+nltk>=3.8.0
+
+# Image and audio processing for Stability AI
+Pillow>=10.0.0
+huggingface_hub>=1.1.4
+scikit-learn>=1.3.0
+
+# Text-to-Speech (TTS) dependencies
+gtts>=2.4.0
+pyttsx3>=2.90
+
+# Video composition dependencies
+moviepy==2.1.2
+imageio>=2.31.0
+imageio-ffmpeg>=0.4.9
+
+# Testing dependencies
+pytest>=7.4.0
+pytest-asyncio>=0.21.0
+
+# Utilities
+pydantic>=2.5.2,<3.0.0
+typing-extensions>=4.8.0
+
+# Task scheduling
+apscheduler>=3.10.0
+
+# Optional dependencies (for enhanced features)
+redis>=5.0.0
+schedule>=1.2.0