Articles by Tag #rag
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
🚀 Setting Up Ollama & Running DeepSeek R1 Locally for a Powerful RAG System
🤖 Ollama Ollama is a framework for running large language models (LLMs) locally on your...
Build Your Own RAG App: A Step-by-Step Guide to Setup LLM locally using Ollama, Python, and ChromaDB
In an era where data privacy is paramount, setting up your own local language model (LLM) provides a...
Building a Perplexity-like Open Source AI Search with SWIRL
Perplexity AI is an AI-powered search engine that has gained traction for its ability to deliver...
My 2025 AI Engineer Roadmap List
Developer Tools & Platforms Frameworks / Infrastructure /...
Agentic RAG for Developers!
In the rapidly evolving field of artificial intelligence, Agentic RAG has emerged as a game-changing...
Top 10 Open-Source RAG Frameworks you need!! 🧌
The capabilities of Large Language Models (LLMs) are enhanced by Retrieval-Augmented Generation...
RAG Simplified!! 🐣
Hii Hiiiii! 👋 Are you stuck between AI and AI?? I'm too! But we have to go with the flow else we...
All about Function Calling in LLMS
Introduction The biggest problem with LLMs for the longest time was not being able to...
Building an AI Engineering Manager with GitHub and Middleware HQ
"Wouldn't it be great if at the start of each week, you could have a tiny little assistant tell you...
Deploy Your LLM on AWS EC2
Ever been excited to deploy your own Large Language Model(LLM) but hit a wall because your laptop...
Learn How to Build AI Agents & Chatbots with LangGraph!
As the world increasingly embraces artificial intelligence, the development of AI agents has become a...
Introducing Hexabot: Your 100% Open-Source Chatbot Solution
Hello folks! I’m lead engineer at Hexabot, and I'm excited to introduce you to Hexabot, our...
Fine-Tune Your LLM in MINUTES with Nebius ⚡️
Introduction Large Language Models are Great! But it’s not that good when it comes to...
🤖Dueling AIs: Questioning and Answering with Language Models🚀
You've probably asked a question to a language model before and then had it give you an answer. After...
Time Waits for No Document: 5 ways to speed up your work
Are you tired of drowning in endless documentation tasks that eat up your valuable time? Well,...
How to Create a Local RAG Agent with Ollama and LangChain
What is a RAG? RAG stands for Retrieval-Augmented Generation, a powerful technique...
Building Ollama Cloud - Scaling Local Inference to the Cloud
Ollama is primarily a wrapper around llama.cpp, designed for local inference tasks. It's not...
Create Your Own AI RAG Chatbot: A Python Guide with LangChain
Who wouldn’t want instant answers from their documents? That’s exactly what RAG chatbots do—combining...
RAG in Space: How will astronauts survive on Mars without Googling?
How will astronauts survive on Mars without Googling? Space, Mars, Aliens, Space...
The ultimate guide to Retrieval-Augmented Generation (RAG)
The rapid evolution of generative AI models like OpenAI’s ChatGPT has revolutionized natural language...
Smarter RAG Systems with Graphs
Introduction: So You Want Your LLM to Stop Guessing Everyone’s buzzing about...
Cheating at Search with LLMs
We've been doing this thing for a while at Trieve that we've been calling "cheating at Search with...
LLMware.ai 🤖: An Ultimate Python Toolkit for Building LLM Apps
Welcome to the world of AI 🚀! According to John McCarthy (father of AI) "Artificial intelligence...
Why Most AI Teams Are Stuck 🤔
A few years ago, I worked on a Generative AI project, a customer-facing AI assistant. The company had...
Keeping up with Mintlify's AI Chat
I am pretty new to the Trieve codebase (GitHub, Docs) and so am sometimes hesitant to ask about...
PGVector's Missing Features
Trieve's infrastructure contains both Postgres and a dedicated search engine which is not ideal. It...
Llama 3.2 Vision(11B vision-instruct model) in Kaggle: A Step-by-Step Guide
In this guide, I'll walk you through how to use the Llama 3.2 11B vision model on Kaggle, a popular...
Basic RAG app with Spring AI, Docker and Ollama
Large Language models are becoming smaller and better over time, and, today, models like Llama3.1...
What Are LLMs, Really? Why Everyone's Talking About Them (and Why You Should Too)
You open up VS Code and your AI pair programmer finishes the function you were writing before you can...
OLLAMA + LLAMA3 + RAG + Vector Database (Local, Open Source, Free)
https://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design https://github...