LLM Guardrails: How I Built a Toxic Content Classifier
In this post I compare two classifiers that I built for toxic content classification: LLM-based classifier and Feed Forward Neural Network classifier. I found surprising results.
LLMs
Evolution of RAG-based Systems: Naive RAG, Advanced RAG & Modular RAG
Read about what is RAG and how to set up a Basic RAG Pipeline using Langchain, OpenAI LLM and ChromaDB. Sample code included.
What is Retrieval-Augmented Generation (RAG)?
Read about what is RAG and how to set up a Basic RAG Pipeline using Langchain, OpenAI LLM and ChromaDB. Sample code included.