Tag: python

LangGraph vs CrewAI vs AutoGen: AI Agents Without the Hype

LangGraph gives you graph-level control. CrewAI gives your agents job titles. AutoGen makes them have a conversation. Here's which one to reach for when building real AI workflows.

LangChain vs LlamaIndex: RAG Framework Showdown

LangChain does everything and LlamaIndex does one thing brilliantly. Here's how to pick the right RAG framework without regretting it at 2 AM.

LiteLLM & vLLM: One API to Rule All Your Models

Stop juggling 17 different LLM SDKs. LiteLLM and vLLM give you a unified OpenAI-compatible API for every model — local or cloud, fast and production-ready.

Text Generation Web UI vs KoboldCpp: Power User LLM Interfaces

Compare Text Generation Web UI and KoboldCpp for local LLM inference. Covers setup, model formats, APIs, samplers, performance, and which tool fits your workflow best.

LLM Fine-Tuning for Mortals: LoRA, QLoRA, and Your Gaming GPU

Learn LLM fine-tuning with LoRA and QLoRA on a consumer GPU. Practical guide covering dataset prep, Hugging Face, Unsloth, VRAM needs, and common pitfalls.

Whisper & Faster-Whisper: Self-Hosted Speech-to-Text That Actually Works

Run OpenAI Whisper or Faster-Whisper locally with Docker. Better privacy, zero API costs, and surprisingly good accuracy — even on a potato CPU.

Flowise vs Langflow: Build AI Pipelines Without Writing a Novel

Flowise vs Langflow compared: self-hosted, Docker-ready visual LLM workflow builders. Build no-code AI pipelines, RAG chatbots, and more — without losing your mind.

Machine Learning models (AI)

Supervised, unsupervised, reinforcement learning — the ML model landscape explained without drowning in math or hype.