feat: Add frameworks.qmd file with a comprehensive list of AI tools and libraries

src/tools/frameworks.qmd

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+
+Here's an exhaustive list of state-of-the-art (SOTA) tools and libraries in the field of artificial intelligence, categorized:
+These are all libraries and tools I use almost on daily base depending on the problem or task, there are loads of alternatives but this is my own selection.
+
+# Agent Builders
+
+**CrewAI** (CrewAI): The most advanced opensource Agents builder framework
+
+**Autogen** (Microsoft): An agent builder framework with a UI
+
+# Deep Learning
+
+**TensorFlow** (Google): An open-source machine learning framework
+
+**PyTorch** (Facebook): An open-source machine learning framework
+
+**Keras** (Google): A high-level neural networks API
+
+**CNTK** (Microsoft): A deep learning framework
+
+# Natural Language Processing (NLP)**
+
+**NLTK** (Stanford University): A comprehensive NLP library
+
+**spaCy** (Explosion AI): A modern NLP library
+
+**Stanford CoreNLP** (Stanford University): A Java library for NLP
+
+**Transformers** (Hugging Face): A library for natural language understanding and generation
+
+# Computer Vision**
+
+**OpenCV** (OpenCV.org): A computer vision library
+
+**Pillow** (Python Imaging Library): A Python imaging library
+
+**scikit-image** (Scikit-learn): A library for image processing
+
+**TensorFlow Computer Vision** (Google): A computer vision library
+
+**PyTorch Vision** (Facebook): A computer vision library
+
+**Keras Applications** (Google): A collection of pre-built computer vision models
+
+# Reinforcement Learning
+
+**Gym** (OpenAI): A reinforcement learning environment
+
+**Baselines** (OpenAI): A set of reinforcement learning algorithms
+
+**RLlib** (UBC): A reinforcement learning library
+
+**TensorFlow Agents** (Google): A reinforcement learning library
+
+**Ray RLlib** (UC Berkeley): A reinforcement learning library
+
+# Data Science and Analytics
+
+**Pandas** (Wes McKinney): A library for data manipulation and analysis
+
+**NumPy** (Travis Oliphant): A library for numerical computing
+
+**Matplotlib** (John Hunter): A plotting library
+
+**Scikit-learn** (David Cournapeau): A machine learning library
+
+**Statsmodels** (Statsmodels.org): A statistical modeling library
+
+**Bokeh** (Continuum Analytics): A visualization library
+
+**Seaborn** (Michael Waskom): A statistical data visualization library
+
+# Other
+
+**SciPy** (SciPy.org): A scientific computing library
+
+**Matlab** (MathWorks): A high-level technical computing language
+
+**Julia** (JuliaLang.org): A high-performance language for AI and ML
+
+**R** (R Foundation): A programming language for statistical computing
+
+# MLOps
+
+**Tensorboard**
+
+**AIM**
+
+**LangSmith**
+
+**AgentOps**
+
+# Runners
+
+**Ollama**
+**LLama.cpp**
+**Tranformers**
+
+# Training/ Fine-Tuning
+
+**Unsloth**
+
+**Keras**
+
+**Torch**
+
+**OpenAI Gym**
+
+**Stable-Baselines**
+
+
+# Platforms - Hosting - Model Zoo
+
+**HuggingFace**
+
+**Kaggle**
+
+