In our previous tutorial, we built an AI agent capable of answering queries by surfing the web. However, when building […]
Category: Tutorials
Creating an AI-Powered Tutor Using Vector Database and Groq for Retrieval-Augmented Generation (RAG): Step by Step Guide
Currently, three trending topics in the implementation of AI are LLMs, RAG, and Databases. These enable us to create systems […]
Creating An AI Agent-Based System with LangGraph: A Beginner’s Guide
What is an Agent? An agent is a Large Language Model (LLM)-powered system that can decide its own workflow. Unlike […]
Building a Retrieval-Augmented Generation (RAG) System with DeepSeek R1: A Step-by-Step Guide
With the release of DeepSeek R1, there is a buzz in the AI community. The open-source model offers some best-in-class […]
What are Haystack Agents? A Comprehensive Guide to Tool-Driven NLP with Code Implementation
Modern NLP applications often demand multi-step reasoning, interaction with external tools, and the ability to adapt dynamically to user queries. […]
Create Portrait Mode Effect with Segment Anything Model 2 (SAM2)
Have you ever admired how smartphone cameras isolate the main subject from the background, adding a subtle blur to the […]
Swarm: A Comprehensive Guide to Lightweight Multi-Agent Orchestration for Scalable and Dynamic Workflows with Code Implementation
Swarm is an innovative open-source framework designed to explore the orchestration and coordination of multi-agent systems. It is developed and […]
CrewAI: A Guide to Agentic AI Collaboration and Workflow Optimization with Code Implementation
CrewAI is an innovative platform that transforms how AI agents collaborate to solve complex problems. As an orchestration framework, it […]
Chat with Your Documents Using Retrieval-Augmented Generation (RAG)
Imagine having a personal chatbot that can answer questions directly from your documents—be it PDFs, research papers, or books. With […]