2.7 RAG, Embeddings & Knowledge Systems

Ground applications in trusted knowledge with retrieval, search, and vector systems.

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Courses

23 courses

Curated external courses related to RAG, Embeddings & Knowledge Systems.

IBM

Retrieval-Augmented Generation for Enhanced AI Outputs

Intermediate4 hours

RAG / retrieval / output quality

NVIDIA

Building RAG Agents with LLMs

Intermediate8h / $90

NVIDIA certification preparation / Self-paced

DeepLearning.AI

Building and Evaluating Advanced RAG

Beginner2h5m

advanced RAG / retrieval evaluation / LlamaIndex

DeepLearning.AI

Building Multimodal Search and RAG

IntermediateUnder 2 hours

multimodal RAG / embeddings / search

DeepLearning.AI

Multi-vector Image Retrieval

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Retrieval Augmented Generation (RAG)

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Retrieval Optimization: Tokenization to Vector Quantization

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Embedding Models: from Architecture to Implementation

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Building Agentic RAG with LlamaIndex

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

JavaScript RAG Web Apps with LlamaIndex

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Knowledge Graphs for RAG

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Advanced Retrieval for AI with Chroma

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Building Applications with Vector Databases

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Vector Databases: from Embeddings to Applications

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Understanding and Applying Text Embeddings

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

Large Language Models with Semantic Search

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

DeepLearning.AI

LangChain Chat with Your Data

IntermediateUnknown

RAG, Embeddings & Knowledge Systems

NVIDIA

Building RAG Agents with LLMs

8h / $500

NVIDIA certification preparation / Instructor-led / workshop

NVIDIA

Adding New Knowledge to LLMs

8h / $500

NVIDIA certification preparation / Instructor-led / workshop

Microsoft

Develop AI solutions with Azure Cosmos DB for NoSQL

Self-paced; duration not stated

Microsoft certification preparation / AI-200 / Microsoft Learn

Microsoft

Develop AI solutions with Azure Database for PostgreSQL

Self-paced; duration not stated

Microsoft certification preparation / AI-200 / Microsoft Learn

Microsoft

Enhance AI solutions with Azure Managed Redis

Self-paced; duration not stated

Microsoft certification preparation / AI-200 / Microsoft Learn

Microsoft

Implement AI capabilities in database solutions

Self-paced; duration not stated

Microsoft certification preparation / DP-800 / Microsoft Learn