Posted inAI
Hybrid Search with Qdrant: Solving RAG’s ‘Amnesia’ with Specific Keywords
Is your RAG system missing exact keywords? Discover how to implement Hybrid Search with Qdrant to combine Keyword and Vector Search for superior accuracy.
Posted inAI
LanceDB: The ‘SQLite’ of Vector Databases – A Lightweight Storage Solution for AI Applications
LanceDB is a lightweight embedded vector database that functions like SQLite but for AI. Learn how to install and optimize Vector Search for your RAG applications.
Posted inAI
LocalAI: Building Your Own “Official” OpenAI API Server on Linux
Build your own AI server with LocalAI on Linux. A detailed guide on running LLMs, image generation, and TTS with 100% OpenAI API compatibility, fully offline.
Posted inAI
Controlling Linux Terminal with Natural Language: Open-Interpreter + Local LLM Guide
Learn how to use Open-Interpreter on Linux to control your Terminal using natural language. Combine it with Ollama to run local LLMs for fast, secure coding and data analysis.
Posted inAI
Don’t Make AI Work Alone: Building a Multi-Agent Team with AutoGen
Instead of using a single AI, AutoGen lets you build a team of agents that coordinate, write code, and debug together. Learn how to automate complex tasks with Python now.
Posted inAI
Flowise: Install and Build Chatbots and RAG Pipelines with a No-Code Drag-and-Drop Interface
Flowise is an open-source tool that lets you build chatbots, RAG pipelines, and AI workflows through a drag-and-drop interface — no coding required. This guide covers installation via Docker/npm and walks through building a chatbot with Ollama and a RAG pipeline for PDF document Q&A, step by step.
Posted inAI
Teaching AI Agents Long-Term Memory with Mem0: A Solution for Python Developers
Is your AI forgetting user preferences? Learn how to integrate Mem0 into Python to build long-term memory, making your AI Agents smarter and more personalized.
Posted inAI
Mastering MergeKit: The Ultimate Trick to ‘Mix’ LLM Models Without Heavy GPUs
A detailed guide on using MergeKit to merge LLM models on Linux. Save on GPU costs and optimize AI performance using SLERP, TIES, and DARE algorithms.
Posted inAI
How to Install and Use OpenHands: The AI Agent for Automated Coding on Linux
A step-by-step guide to installing and using OpenHands (OpenDevin) on Linux to automate code writing, bug fixing, and programming task execution via Docker and LLM.
Posted inAI
Building a ‘Self-Service’ PostgreSQL AI Agent with PandasAI: From 1 Hour to 1 Minute
Don't let SQL waste your time. Discover how to combine PandasAI and PostgreSQL to build an automated data analysis system, reducing your daily reporting workload by 70%.