LLM Tutorials

Learn how to build an enterprise AI assistant in Python using Google Workspace MCP Servers and the Agent Development Kit to connect LLMs to your live data.

Learn how to transition from subscription-based access to the Claude API to ensure uninterrupted use of Claude for your autonomous coding projects.

Read this Claude Code connector tutorial to set up GitHub via MCP. Learn to automate open-source issue triage in 20 minutes using read-only local files.

Run GLM-5.2 privately with llama.cpp, secure it with your own API key, test it through the Web UI and cURL, and connect it to OpenCode for a powerful local coding workflow.

Learn how to use the Seedance 2 API with this step-by-step Python tutorial. Master text-to-video, image interpolation, and multimodal inputs via BytePlus Ark.

Learn how to run Fable 5-Enhanced Gemma 4 locally with prebuilt llama.cpp binaries on an RTX 5070 Ti, test MTP speculative decoding, connect Pi for private AI coding-agent workflows, and troubleshoot common setup issues.

Learn how to run Kimi K2.7 Code locally in five minutes with the prebuilt llama.cpp binary on four RTX PRO 6000 GPUs, then use its web UI and Pi coding agent through an OpenAI-compatible API.

Learn how to run MiniMax M3 locally on two RTX PRO 6000 GPUs with llama.cpp, test its OpenAI-compatible API and web UI, and connect it to Pi Coding Agent for private, high-speed local coding workflows.

Learn how Claude Code routines run your coding agent in the cloud on a schedule or a GitHub event, so PR reviews and audits finish with your laptop closed.

GGUF packages model weights, tokenizer data, and metadata into a single portable file. Learn how to choose the right quantization level and get started with Ollama.

Learn how to accelerate local Gemma 4 31B inference on a single RTX 4090 using DFlash speculative decoding and Flash Attention against a baseline setup.

Build a Streamlit app that runs Claude Opus 4.8 with adaptive thinking, auto-scores each response with Haiku 4.5, and charts the cost-quality tradeoff.