Education & Training
RAG.md · 13 documents
AIP-C01 Exam Concepts: Ranked by Importance
Ranks AIP-C01 exam concepts by importance using official domain weightings and cross-domain relevance.
Search within specific document types
Teaches users how to search effectively with semantic, hybrid, and filtered retrieval modes in an AI-enhanced document system.
🚀 Welcome, Future Embedding Master! A n00b's Guide to the Solfunmeme Model Builder Quiz (with Gemini!) 🧠✨
Teaches newcomers how to run a Rust CLI quiz that builds and refines term embeddings via a background server.
Weeks 3–4: Production RAG & Evaluation
Teaches production RAG design, chunking, embedding, vector search, reranking, and evaluation with RAGAS and LangSmith over two weeks.
RAG System Documentation
Documents a full RAG pipeline using MongoDB text search and Gemini for AI answers from user-uploaded study materials.
plan
Maps a full-stack AI learning platform with Next.js 15, PostgreSQL, Gemini API, and RAG across 8 implementation phases.
AI Chatbot Maker with TiDB Vector Search - Hackathon Plan
Outlines a hackathon plan for building an AI chatbot platform that ingests documentation and GitHub repos, uses TiDB vector search, and generates embeddable script tags.
Contextinator v2.0 - Complete Usage Guide
Documents a Rust-powered CLI and Python library for fast filesystem operations plus an optional RAG pipeline for semantic code search with ChromaDB and OpenAI embeddings.
Table of Contents - Raspodijeljene i nerelacijske baze podataka
Lists 12 lecture topics for a distributed and non-relational databases course, covering NoSQL, SQL, and cloud databases.
Comprehensive Guide to GenAI Fundamentals
Teaches GenAI fundamentals through definitions, examples, and five hands-on Python exercises using Groq and LlamaIndex.
Curso de Chatbots - Implementaciones RAG
Teaches RAG through four Python implementations that load documents, generate embeddings, and answer queries using OpenAI or local models.
AI 102
Maps Azure AI services, Vision, Language, OpenAI, Document Intelligence, with links, code snippets, and provisioning details for a Portuguese-language workshop.
Great Deep Learning Tutorials for Natural Language Processing (NLP)
Curates 200+ links to deep learning NLP tutorials, papers, libraries, and datasets, organised by topic.