Python Libraries Worth Your Time in 2026
The Python libraries actually worth your time in 2026: data tools, ML frameworks, and CLI kit, plus which ones earn a permanent spot in your home lab.
Tag: python
All the articles with the tag "python".
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.
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
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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.
LLM Fine-Tuning for Mortals: LoRA, QLoRA, and Your Gaming GPU
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Fine-tune an LLM on your gaming GPU with LoRA and QLoRA: dataset prep, Hugging Face, Unsloth, VRAM math, a full walkthrough, and mistakes that waste your afternoon.
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.