#Colab

Easily access Kaggle datasets, models, and competitions directly from Google Colab with the new Data Explorer.

'Learn how to build a real-time voice AI agent with Whisper for ASR, FLAN-T5 for reasoning, and Bark for TTS — all running in Colab with a simple Gradio UI.'

'A practical Colab tutorial showing how to create an offline multilingual OCR agent using EasyOCR and OpenCV, complete with preprocessing, confidence filtering, visualization and export options.'

'Practical DeepSpeed tutorial showing how to scale transformer training on limited hardware using ZeRO, mixed precision and gradient accumulation, with full code and benchmarking.'

'A practical Colab walkthrough to install Ollama, pull lightweight models, stream token outputs via /api/chat, and build a Gradio chat interface for interactive multi-turn testing.'

'Step-by-step guide to building a secure, memory-enabled Cipher workflow that dynamically selects an LLM provider and exposes an API for integration. Includes Python helpers to manage keys, generate cipher.yml, store and retrieve memories, and run Cipher in API mode.'