Posts
Anthill the Multi-Agent Framework
Presenting Anthill š 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..
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.
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.
LLM Prompter: Advanced
Last post of āLLM Prompterā series which teach howto use the power of the modern dragons (LLMs/Generative AI).
LLM Prompter: RAG
Third post āLLM Prompterā series which teach howto use the power of the modern dragons (LLMs/Generative AI).
LLM Prompter: ReAct
Second post āLLM Prompterā series which teach howto use the power of the modern dragons (LLMs/Generative AI).
LLM Prompter: Basics
First post āLLM Prompterā series which teach howto use the power of the modern dragons (LLMs/Generative AI).
Machine Learning Project in 2020s
The first non-technical post where I point out some issues when trying to implement a machine learning project.
QAFS - Quality Aware Feature Store
Just released QAFS another machine learning engineering tool to help build and maintain ML products.
Quick-Deploy
Announcing the first release of Quick-Deploy a tools to optimize, convert and deploy machine learning models as fast inference API.
Hello K8s: Observability
The last post of K8s dev/lab tutorial series which we'll setup Metrics Server, Kube State Metrics, Prometheus and Grafana.
Hello K8s: Resource Management
The second post of K8s lab/dev setup covering ingress, storage and Kubernetes Dashboard for resource management.
Hello K8s: Installation
The first post of a series of three to setup kubernetes local lab/dev using Ubuntu Server 20.04 as master and node.