Posts Tagged with "Agent"
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.
Building MCP Agents
In this article, we'll explore how to implement MCP Agents from scratch, showing how easy and powerful developing custom Agents is and extending their capability to many already available tools.
Anthill the Multi-Agent Framework
Presenting Anthill 🐜 a multi-agent framework which implement OpenAI Routines and Handoffs design patterns. Additionally support many LLMs, have a build-in multi-step reasoning system, and allow developers guide and validate agent steps..
AI-Powered Cold Mail Generator
This article provides a step-by-step guide to build a cold mail generator powered by LLM's (LLama 3.1) and learn the recipes for creating production-friendly AI projects.