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.
Content Generation Pipeline with LLM and SDXL
Build a content pipeline that generates blog posts with an LLM and matching feature images with SDXL, orchestrated through a single API on a dedicated GPU server.
Speech Translation Pipeline with Whisper, LLM, and TTS
Build a speech-to-speech translation pipeline using Whisper for transcription, an LLM for translation, and TTS for output synthesis across multiple…
Sentiment Analysis Pipeline with LLM and Dashboard
Build a sentiment analysis pipeline that classifies customer feedback with a self-hosted LLM, stores results, and serves a real-time dashboard…
Email Classifier Pipeline with LLM and IMAP
Build an email classification pipeline that reads from IMAP, classifies messages with a self-hosted LLM, routes them to teams, and…
Meeting Notes Pipeline with Whisper and LLM
Build an automated meeting notes pipeline that transcribes recordings with Whisper, extracts action items with an LLM, and distributes structured…
Product Description Generator with LLM and Image Analysis
Build a pipeline that analyses product images with a vision model and generates SEO-optimised descriptions with an LLM for e-commerce…
Resume Parser Pipeline with OCR and LLM
Build a resume parsing pipeline that extracts structured candidate data from PDF CVs using PaddleOCR and an LLM for recruitment…
Feedback Analyser with LLM and Embeddings
Build a feedback analysis pipeline that clusters customer feedback using embeddings, identifies themes with an LLM, and surfaces actionable insights…
FAQ Generator Pipeline with LLM and RAG
Build an automated FAQ generation pipeline that analyses support tickets and documentation to create and maintain FAQ pages using RAG…
Subtitle Generator Pipeline with Whisper and SRT
Build an automated subtitle generation pipeline that transcribes video audio with Whisper and exports perfectly timed SRT files on a…
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