langchain

Retrieval-Augmented Generation (RAG) is a powerful technique that combines the strengths of large language models with external knowledge sources. In this post, we'll build a complete local RAG system using Ollama, Python, and a few PDFs. You'll learn how to index documents, enhance a model with your data, and create a simple GUI for interactive searching.

Retrieval-Augmented Generation (RAG) is a powerful technique that combines the strengths of large language models with external knowledge sources. In this post, we'll build a complete local RAG system using Ollama, Python, and a few PDFs. You'll learn how to index documents, enhance a model with your data, and create a simple GUI for interactive searching.