Python Libraries Worth Your Time in 2026
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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
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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, and reinforcement learning without the math or the hype. What each kind of machine learning model does and where each one fits.