Beginner Guides - Agent 101

How to Add Memory To Your Agent with AutoGen (Step by Step)

Alex Chen / March 20, 2026

How to Add Memory to Your Agent with AutoGen

We’re about to add memory to your agent using AutoGen, improving the way it interacts and remembers user context — and it’s a big deal! With the increasing complexity of artificial intelligence systems, having agents that can retain information enhances user experience significantly. In a world

Beginner Guides

How to Add Vector Search with Qdrant (Step by Step)

Alex Chen / March 19, 2026

Adding Vector Search with Qdrant: A Detailed Step-by-Step Tutorial

We’re building a vector search engine with Qdrant that will allow us to efficiently handle high-dimensional data queries—a necessity in today’s data-heavy applications.

Prerequisites

Python 3.11+

Qdrant installed (you can use Docker or install it directly)

Beginner Guides

LangGraph vs Haystack: Which One for Production

Alex Chen / March 19, 2026

LangGraph vs Haystack: Which One for Production?

LangGraph has 26,907 stars on GitHub, while Haystack currently sits at 24,562. But stars don’t ship features, and in the world of AI frameworks, having the right tool can make or break your project.

Beginner Guides

Weaviate vs FAISS: Which One for Startups

Alex Chen / March 19, 2026

Weaviate vs FAISS: Which One for Startups
Weaviate has 15,830 GitHub stars. FAISS, on the other hand, has made its own mark in the vector database arena, yet it operates differently on many fronts. But stars are just numbers; what really matters is their fitness for your projects. In this article, we’ll break down the

Beginner Guides

LangChain vs LangGraph: Which One for Startups

Alex Chen / March 19, 2026

LangChain vs LangGraph: A Real Look for Startups
LangChain has 130,184 GitHub stars, while LangGraph sits at 5,300. Sure, the star count might suggest some significance, but it’s far from everything. For startups contemplating their next build, both tools have their strengths and weaknesses. The big question remains: which one fits your needs best? In

Beginner Guides

How to Set Up Ci/Cd with Ollama (Step by Step)

Alex Chen / March 19, 2026

How to Set Up CI/CD with Ollama (Step by Step)
Alright, let’s cut through the fluff. Setting up CI/CD with Ollama can seem like rocket science at first, but it’s honestly not that bad once you get the hang of it. In this tutorial, I’m going to walk you through exactly how to get everything

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