Coursera Courses ↗ · Coursera

Open Course on Coursera

Free to audit · Opens on Coursera

Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery

Coursera · Intermediate ·🔍 RAG & Vector Search ·1mo ago

Skills: RAG Basics90%

Kursus ini mengeksplorasi solusi Retrieval-Augmented Generation (RAG) di BigQuery untuk memitigasi halusinasi AI. Kursus ini akan memperkenalkan alur kerja RAG yang mencakup pembuatan embedding, penelusuran ruang vektor, dan pembuatan jawaban yang lebih baik. Kursus ini akan menjelaskan alasan konseptual di balik langkah-langkah ini dan implementasi praktisnya dengan BigQuery. Di akhir kursus, peserta akan dapat membangun pipeline RAG menggunakan BigQuery dan model AI generatif seperti Gemini dan model embedding untuk menangani kasus penggunaan halusinasi AI mereka sendiri.

Watch on Coursera ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: RAG Basics

View skill →

High Performance (Realtime) RAG Chains: From Basic to Advanced

High Performance (Realtime) RAG Chains: From Basic to Advanced

Coding the Ultimate RAG Engine from Zero

Coding the Ultimate RAG Engine from Zero

Build an LLM and RAG-based Chat Application using AlloyDB and LangChain

RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show

RAG Demo for Beginners: Full Hands-On Tutorial in Tamil | Build Your Own RAG AI | Karthik's Show

RAG with LangChain on Google Cloud

RAG with LangChain on Google Cloud

Google Cloud Tech

Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI

Build an End-to-End RAG API with AWS Bedrock & Azure OpenAI

Related AI Lessons

RAG - Sliding Window, Token Based Chunking and PDF Chunking Packages

Learn about RAG chunking mechanisms, including Sliding Window, Token Based, and PDF Chunking, to improve your AI model's text processing capabilities

Ever Wondered How to Make Your RAG More Effective?

Improve your RAG effectiveness by connecting instead of searching

Why StarRocks Is Better Than Elasticsearch for RAG and AI-Powered Vector Search Analytics

Learn why StarRocks outperforms Elasticsearch for RAG and AI-powered vector search analytics, and how to apply this knowledge to improve your data architecture

Production RAG: Shipping a RAG System Into an Enterprise Product

Learn how to ship a RAG system into an enterprise product, overcoming operational realities and challenges beyond the demo stage

Watch this before applying for jobs as a developer.