FastAPI vs Flask vs Django Picked Right
FastAPI is async and type-driven. Flask is the micro-framework. Django is batteries-included. Here's how to pick for homelab apps and small SaaS.
Tag: python
All the articles with the tag "python".
LiteLLM & vLLM: One API to Rule All Your Models
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LiteLLM proxies every LLM — local or cloud — behind one OpenAI-compatible endpoint. Pair it with vLLM for GPU-backed serving and ditch the SDK sprawl.
Text Generation Web UI vs KoboldCpp: Power User LLM Interfaces
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Text Generation Web UI vs KoboldCpp: setup, model formats, samplers, APIs, and performance compared so you can pick the right local LLM frontend fast.
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.
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.