Posts Tagged with "RAG"
Building an AI Home Lab
In this post we will build an MLOPs system to fine-tune a Small Language Model to be better at function calling, we will use llama-3-8b-Instruct model and do Supervised Fine-Tuning (SFT) on Salesforce/xlam-function-calling-60k dataset. At end we will have home AI lab that works the way a production system should: version-controlled, automated, reproducible, and scalable.
Agentic RAG
In this post, we'll build a Agentic RAG system that will analyze queries, break down complex questions, search then reason over result, and know when need more context. By the end, you'll have a complete implementation that you can adapt to your own document collections.
Legal Document Analysis RAG with PostgreSQL
In this article, we will explore how to build a advanced Retrieval-Augmented Generation (RAG) application using PostgreSQL to store and query legal case documents using hybrid search.