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Teaching AI Agents Long-Term Memory with Mem0: A Solution for Python Developers

By admin July 18, 2026

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.

Mastering MergeKit: The Ultimate Trick to ‘Mix’ LLM Models Without Heavy GPUs

By admin July 18, 2026

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.

How to Install and Use OpenHands: The AI Agent for Automated Coding on Linux

By admin July 17, 2026

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.

Building a ‘Self-Service’ PostgreSQL AI Agent with PandasAI: From 1 Hour to 1 Minute

By admin July 15, 2026

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%.

Controlling Your Desktop with Claude AI: A Practical Guide to the Computer Use API

By admin July 4, 2026

A detailed guide on using Anthropic's Computer Use API to control your computer with Claude AI. A powerful Selenium alternative for complex UI tasks.

LlamaIndex + Ollama: Building a Fully Offline Internal Document Q&A System

By admin July 3, 2026

LlamaIndex combined with Ollama lets you build a Q&A system over PDFs, Word files, and internal websites without sending any data to the cloud. This article compares different approaches, breaks down when the offline solution makes sense, and walks through deployment step by step from installation to production.

Generating Millions of Logically Consistent Database Records: The Power of Combining LLM and SDV

By admin July 3, 2026

Forget manually writing data scripts. Discover how to combine LLMs and the SDV library to generate millions of logically consistent, secure records ready for even the toughest test scenarios.

BentoML: Packaging and Deploying AI/ML Models as Production-Ready REST APIs on Linux

By admin June 29, 2026

BentoML is an ML serving framework that packages AI/ML models into production-ready REST APIs on Linux, with model versioning, adaptive batching, and automatic Docker export. This article compares Flask/FastAPI, TorchServe, and Triton, then walks through deploying BentoML from training to production using systemd and Docker.

Haystack 2.0: Building Document Processing Pipelines with Document Indexing, Hybrid Retrieval, and Smart Q&A

By admin June 29, 2026

Haystack 2.0 lets you build AI document processing pipelines as directed graphs: each component connected explicitly, making them easy to debug and extend. This guide walks through document indexing, hybrid retrieval combining BM25 and embeddings, and a production-ready Q&A pipeline in Python.

Automatically Generate Python Unit Tests with AI: A Practical Guide to Pynguin and CodiumAI for Higher Coverage

By admin June 26, 2026

A practical guide to using Pynguin and CodiumAI to automatically generate unit tests from existing Python code, pushing coverage above 80% without writing each test case by hand. Covers a real-world workflow, how to combine both tools, and key considerations before committing AI-generated tests.