Building a Retrieval Augmented Generation System from Scratch

Learn to build a RAG system using Python from scratch. This guide covers document retrieval, augmentation and text generation.

Master Few-Shot Learning with Prompt-Poet and Langchain

With the advent of large language models (LLMs) such as Llama 70B, few-shot learning offers a powerful way to achieve high performance even with limited labeled data. In this post, we'll explore how to leverage few-shot learning with LLMs for effective text classification.