Tutorials
Hands-on deployment guides for AI frameworks, tools, and pipelines on dedicated GPU servers. Set up PyTorch, TensorFlow, vLLM, and more from scratch — full root access on bare metal.
Medical Report Processing with OCR and LLM
Build a medical report processing pipeline that extracts structured clinical data from scanned reports using PaddleOCR and an LLM on GDPR-compliant dedicated GPU infrastructure.
Legal Document Processing with OCR and LLM
Build a legal document processing pipeline that extracts clauses, parties, dates, and obligations from contracts and court documents using OCR…
Social Media Bot: LLM + Image Gen
Build an automated social media bot that generates post copy with an LLM and matching images with Stable Diffusion, scheduled…
AI Search: Embeddings + Qdrant
Build a semantic search engine using GPU-accelerated embeddings and Qdrant vector database that returns results by meaning rather than keywords.
Podcast Transcription: Whisper + Diarization
Build a podcast transcription pipeline that produces speaker-labelled transcripts with timestamps using Whisper and speaker diarization on a GPU server.
Invoice Processing: OCR + LLM
Build an invoice processing pipeline that extracts line items, totals, tax breakdowns, and payment terms from scanned invoices using OCR…
AI Copywriter: LLM + Brand Voice
Build an AI copywriting system that generates on-brand marketing copy by fine-tuning and prompting an LLM with brand voice examples,…
Multi-Model Pipeline on One GPU
Run multiple AI models (LLM, vision, embedding, TTS) on a single GPU by managing VRAM allocation, model loading, and inference…
Migrate from Azure OpenAI to Dedicated GPU: Search Enhancement Guide
Replace Azure OpenAI in your search enhancement pipeline with a self-hosted GPU, delivering better semantic search results at a flat…
Migrate from Google Vertex to Dedicated GPU: Recommendation Engine Guide
Replace Google Vertex AI in your recommendation engine with dedicated GPU infrastructure, eliminating per-prediction costs and gaining full control over…
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