Developer Tools & APIs
A curated list of essential software, frameworks, and APIs for building, training, and deploying modern AI systems.
I. Generative AI & NLP
Gemini & OpenAI APIs
Direct access to world-class LLMs (GPT-4o, Gemini 2.5) for complex reasoning and content generation.
API Documentation →Hugging Face Ecosystem
The central hub for open-source models, datasets, and community tools (Transformers, Diffusers).
Explore Models →LangChain / LlamaIndex
Frameworks essential for building production-ready LLM applications, RAG pipelines, and agents.
Start Agent Building →II. Computer Vision & Image Processing
PyTorch / TensorFlow
The dominant deep learning frameworks for building and training complex neural networks.
Go To Docs →OpenCV
The classic library for efficient image processing, filtering, object detection, and feature extraction.
View Documentation →Detection & Segmentation (YOLO, Detectron)
High-performance libraries for quick implementation of state-of-the-art object detection algorithms.
View Models →III. Data Science & MLOps
Scikit-learn
The foundational library for traditional ML: classification, regression, clustering, and model selection.
Go To Documentation →MLflow / Weights & Biases
Tools for tracking experiments, packaging code, and managing the model lifecycle (MLOps).
View MLOps Guides →Streamlit / Gradio
Libraries to quickly turn Python scripts into interactive, shareable web applications and demos.
Build a Demo →