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requirements.txt

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+# Core dependencies
+beautifulsoup4>=4.12.0
+requests>=2.31.0
+selenium==4.15.2
+pandas>=2.0.0
+huggingface-hub>=0.19.4
+tqdm>=4.66.1
+python-dotenv>=1.0.0
+webdriver-manager==4.0.1
+numpy==1.24.3
+scipy==1.10.1
+
+# Document processing
+PyPDF2==3.0.1
+python-docx>=0.8.11
+markdown>=3.5.1
+pdfplumber>=0.10.2
+tabula-py>=2.8.0
+openpyxl>=3.1.2
+
+# Scientific formats
+astropy>=5.3.0
+h5py>=3.10.0
+netCDF4>=1.6.5
+cfgrib>=0.9.10
+vtk>=9.3.0
+PyMuPDF>=1.23.7  # fitz
+
+# Data formats
+msgpack>=1.0.7
+PyYAML>=6.0.1
+toml>=0.10.2
+epub>=0.5.2
+python-pptx>=0.6.21
+
+# Image processing
+Pillow>=10.1.0
+pytesseract>=0.3.10
+
+# Scientific APIs
+arxiv>=1.4.8
+ads>=0.12.3
+astroquery>=0.4.6
+crossref-commons>=0.0.7
+doi2bib>=0.4.0
+scholarly>=1.7.11
+feedparser>=6.0.10
+
+# Utilities
+chardet>=5.2.0
+latex2mathml>=3.76.0
+nbformat>=5.9.2
+nbconvert>=7.11.0
+retry>=0.9.2
+aiohttp>=3.9.1
+asyncio>=3.4.3
+tenacity>=8.2.3
+
+# Core Machine Learning Dependencies
+torch==2.1.2
+torchvision==0.16.2
+transformers==4.36.2
+scibert==0.5.0
+
+# Natural Language Processing
+nltk==3.8.1
+spacy==3.7.3
+gensim==4.3.2
+
+# Deep Learning and Embedding
+sentence-transformers==2.3.1
+allennlp==2.10.0
+allennlp-models==2.10.0
+
+# Knowledge Graph and Reasoning
+networkx==3.2.1
+rdflib==7.0.0
+
+# Knowledge Integration Dependencies
+networkx==3.2.1
+pandas==2.1.4
+transformers==4.36.2
+deepset-transformers==0.4.0
+
+# Performance and Optimization
+numba==0.58.1
+cupy==12.2.0  # GPU acceleration
+faiss-cpu==1.7.4
+
+# Performance Metrics and Evaluation
+scikit-learn==1.3.2
+numpy==1.24.3
+
+# Logging and Monitoring
+structlog==24.1.0
+python-json-logger==2.0.7
+
+# Testing and Validation
+pytest==7.4.4
+pytest-asyncio==0.23.2
+pytest-cov==4.1.0
+
+# Configuration Management
+pyyaml==6.0.1
+hydra-core==1.3.2
+
+# Development and Debugging
+ipython==8.18.1
+jupyter==1.0.0
+
+# Optional: Visualization
+matplotlib==3.7.2
+seaborn==0.12.2
+
+# Optional: Advanced NLP
+spacy-transformers==1.2.5
+stanza==1.5.0
+
+# Optional: Quantum-Inspired Computing
+pennylane==0.33.0
+qiskit==0.43.0
+
+# Experimental: AI Reasoning
+sympy==1.12
+z3-solver==4.12.2
+
+# Experimental: Explainable AI
+shap==0.43.0
+lime==0.2.0.1
+
+# Optional: GPU Support
+--extra-index-url https://download.pytorch.org/whl/cu118
+torch==2.1.2+cu118  # Optional CUDA version
+
+# Meta-Learning and Few-Shot Learning
+higher==0.2.0
+learn2learn==0.2.1
+higher-order-layers==0.1.3
+
+# Advanced Fine-Tuning and Optimization
+torch-optimizer==0.3.0
+pytorch-lightning==2.1.2
+
+# Natural Language Interface Dependencies
+spacy==3.7.2
+langdetect==1.0.9
+dash==2.14.2
+plotly==5.18.0
+dash-core-components==2.0.0
+dash-html-components==2.0.0
+
+# Multilingual NLP Models
+https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.0/en_core_web_sm-3.7.0-py3-none-any.whl
+https://github.com/explosion/spacy-models/releases/download/es_core_news_sm-3.7.0/es_core_news_sm-3.7.0-py3-none-any.whl
+https://github.com/explosion/spacy-models/releases/download/fr_core_news_sm-3.7.0/fr_core_news_sm-3.7.0-py3-none-any.whl
+
+# Advanced Semantic Understanding
+transformers==4.36.2
+torch-nlp==0.2.0
+sentence-transformers==2.3.1
+bart-large-mnli==0.1.0
+
+# Personalized Interaction
+scikit-learn==1.3.2
+scipy==1.11.4
+
+# Distributed Knowledge Graph Dependencies
+ray[default]==2.9.0
+dask==2024.1.0
+distributed==2024.1.0
+networkx==3.2.1
+
+# Quantum-Inspired Computation
+numpy==1.26.2
+scipy==1.11.4
+scikit-learn==1.3.2
+
+# Advanced Reasoning Dependencies
+scipy==1.11.4
+networkx==3.2.1
+
+# Probabilistic Reasoning
+pomegranate==0.14.7
+pgmpy==0.1.23
+
+# Hypothesis Generation
+numpy==1.26.2
+scikit-learn==1.3.2
+
+# Meta-Cognitive Reasoning Dependencies
+numpy==1.26.2
+scipy==1.11.4
+
+# Cognitive Modeling
+pymc3==3.11.4
+arviz==0.17.1
+
+# Advanced Probabilistic Reasoning
+probables==0.5.6
+pyro-ppl==1.8.4
+
+# Visualization Dependencies
+matplotlib==3.8.2
+networkx==3.2.1
+
+# Explainable AI
+shap==0.43.0
+lime==0.2.0.1
+
+# Advanced Visualization
+plotly==5.18.0
+seaborn==0.13.1
+
+# Semantic Understanding
+transformers==4.36.2
+sentence-transformers==2.3.1
+
+# Advanced Language Models
+flair==0.12.2
+stanza==1.6.0
+
+# Multilingual Support
+polyglot==16.7.4
+langdetect==1.0.9
+
+# Research Generation Dependencies
+scikit-learn==1.3.2
+scipy==1.11.4
+
+# Research Analytics
+bibliopixel==3.1.0
+scholarly==0.7.2
+
+# Bibliometric Analysis
+pybtex==0.24.0
+habanero==0.8.0
+
+# Research Trend Analysis
+altmetric==1.0.3
+crossref-commons==0.4.7