Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

4,142
lessons
Skills in this topic
View full skill map โ†’
RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
40 LPA AI Engineer Journey ๐Ÿš€ | RAG Day 3 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey ๐Ÿš€ | RAG Day 3 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
Booking.com's Vector Search Benchmark
RAG & Vector Search
Booking.com's Vector Search Benchmark
Weaviate vector database Intermediate 1mo ago
40 LPA AI Engineer Journey ๐Ÿš€ | RAG Day 2 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey ๐Ÿš€ | RAG Day 2 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
Semantic Search Starts With Embeddings
RAG & Vector Search
Semantic Search Starts With Embeddings
DeepLearningAI Beginner 1mo ago
AI on Android: Ask me Anything โ€” Florina Muntenescu & Oli Gaymond, Google DeepMind
RAG & Vector Search
AI on Android: Ask me Anything โ€” Florina Muntenescu & Oli Gaymond, Google DeepMind
AI Engineer Intermediate 1mo ago
Vector Databases Explained โ€” Embeddings, Qdrant & RAG Retrieval
RAG & Vector Search
Vector Databases Explained โ€” Embeddings, Qdrant & RAG Retrieval
Analytics Vidhya Beginner 1mo ago
Why you should stop obsessing over keywords in your SEO strategy.
RAG & Vector Search
Why you should stop obsessing over keywords in your SEO strategy.
Casey Keith Advanced 1mo ago
How AI Solves Real Problems: Mastering RAG, Fine-Tuning, and MCP
RAG & Vector Search
How AI Solves Real Problems: Mastering RAG, Fine-Tuning, and MCP
AI assisted Learning Advanced 1mo ago
MERE BANKE BIHARI LAAL || SIMPAL KHAREL NEW SONG | RADHA KRISHNA BHAJAN 2026 | BHAKTI SONG
RAG & Vector Search
MERE BANKE BIHARI LAAL || SIMPAL KHAREL NEW SONG | RADHA KRISHNA BHAJAN 2026 | BHAKTI SONG
Simpal Kharel Intermediate 1mo ago
The Death of Vector Databases? ๐Ÿ’€ (Pinecone Nexus)
RAG & Vector Search
The Death of Vector Databases? ๐Ÿ’€ (Pinecone Nexus)
K-Transfer Advanced 1mo ago
Gemini Enterprise Agent Platform: Adding memory to AI agents
RAG & Vector Search
Gemini Enterprise Agent Platform: Adding memory to AI agents
Google Cloud Tech Beginner 1mo ago
Claude Code Just Killed Data Pipelines
RAG & Vector Search
Claude Code Just Killed Data Pipelines
The AI Century Beginner 1mo ago
You're Choosing The WRONG Vector DB For Claude
RAG & Vector Search
You're Choosing The WRONG Vector DB For Claude
The AI Century Intermediate 1mo ago
Types of Vector Databases #vectordatabase
RAG & Vector Search
Types of Vector Databases #vectordatabase
DevOps Mind Beginner 1mo ago
Booking.com and Weaviate with BaลŸak Eskili - Weaviate Podcast #138!
RAG & Vector Search
Booking.com and Weaviate with BaลŸak Eskili - Weaviate Podcast #138!
Weaviate vector database Intermediate 1mo ago
The Gathering - May 2026
RAG & Vector Search
The Gathering - May 2026
Griffin Beginner 1mo ago
Connecting the Dots with Context Graphs โ€” Stephen Chin, Neo4j
RAG & Vector Search
Connecting the Dots with Context Graphs โ€” Stephen Chin, Neo4j
AI Engineer Intermediate 1mo ago
Vector Database Explained for AI Agents & RAG Systems
RAG & Vector Search
Vector Database Explained for AI Agents & RAG Systems
BazAI Beginner 1mo ago
The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker)
RAG & Vector Search
The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker)
Dave Ebbelaar Beginner 1mo ago
ChromaDB in Python: Stop Rebuilding Your Local RAG Index
RAG & Vector Search
ChromaDB in Python: Stop Rebuilding Your Local RAG Index
Professor Py: AI Engineering Intermediate 1mo ago
Tokenization and embeddings turning text into vectors
RAG & Vector Search
Tokenization and embeddings turning text into vectors
Tech Demystified Intermediate 1mo ago
What is RAG in AI? Retrieval Augmented Generation Explained Simply | System Design & LLM Basics
RAG & Vector Search
What is RAG in AI? Retrieval Augmented Generation Explained Simply | System Design & LLM Basics
Kartikeya Beginner 1mo ago
Kiln: The AI Workbench for Teams
RAG & Vector Search
Kiln: The AI Workbench for Teams
Kiln AI Advanced 1mo ago
A Better, Cheaper RAG (Neuro-Sym Multi-hop Reasoning)
RAG & Vector Search
A Better, Cheaper RAG (Neuro-Sym Multi-hop Reasoning)
Discover AI Beginner 1mo ago
Tokenization Embeddings
RAG & Vector Search
Tokenization Embeddings
Tech Demystified Intermediate 1mo ago
Traditional RAG Vs Vectorless RAG-When To Use What?
RAG & Vector Search
Traditional RAG Vs Vectorless RAG-When To Use What?
Krish Naik Intermediate 1mo ago
Gemini File Search Update: Multimodal RAG, Metadata Filters & Page Citations
RAG & Vector Search
Gemini File Search Update: Multimodal RAG, Metadata Filters & Page Citations
Analytics Vidhya Intermediate 1mo ago
This (RAG Project) is ๐Ÿ”ฅ
RAG & Vector Search
This (RAG Project) is ๐Ÿ”ฅ
AI Coach John (Tamil) Intermediate 1mo ago
AI Agents Are Finally Production-Ready โ€” Here's What Changed โ€” Interview
RAG & Vector Search
AI Agents Are Finally Production-Ready โ€” Here's What Changed โ€” Interview
Prompt Engineering Beginner 1mo ago
Top 15 Vector Databases for AI Builders in 2026 | Pinecone, Milvus, Qdrant, Chroma & More
RAG & Vector Search
Top 15 Vector Databases for AI Builders in 2026 | Pinecone, Milvus, Qdrant, Chroma & More
BazAI Beginner 1mo ago
RAG's Evolution: From Simple Retrieval to Agentic AI
RAG & Vector Search
RAG's Evolution: From Simple Retrieval to Agentic AI
IBM Technology Beginner 1mo ago
RAG Explained | All about RAG - Retrieval Augmented Generation
RAG & Vector Search
RAG Explained | All about RAG - Retrieval Augmented Generation
codebasics Beginner 1mo ago
What you can do with Gemini Embedding 2
RAG & Vector Search
What you can do with Gemini Embedding 2
Google for Developers Intermediate 1mo ago
FastEmbed: Local AI Embeddings in Python
RAG & Vector Search
FastEmbed: Local AI Embeddings in Python
NeuralNine Intermediate 1mo ago
Webinar | The Growth Minded Agency's Approach to Accessibility
RAG & Vector Search
Webinar | The Growth Minded Agency's Approach to Accessibility
Allyant Intermediate 2mo ago
RAG Explained For Beginners | What Is RAG | RAG Tutorial | Retrieval Augmented Reality | Simplilearn
RAG & Vector Search
RAG Explained For Beginners | What Is RAG | RAG Tutorial | Retrieval Augmented Reality | Simplilearn
Simplilearn Beginner 2mo ago
LlamaIndex Query Routing in Python: Send Questions to SQL or RAG
RAG & Vector Search
LlamaIndex Query Routing in Python: Send Questions to SQL or RAG
Professor Py: AI Engineering Intermediate 2mo ago
Mastering ChromaDB for RAG | Complete Workflow + Debugging Tips
RAG & Vector Search
Mastering ChromaDB for RAG | Complete Workflow + Debugging Tips
AIGrounded Intermediate 2mo ago
Production-Ready RAG | Optimize Latency, Cost, and Scale
RAG & Vector Search
Production-Ready RAG | Optimize Latency, Cost, and Scale
AIGrounded Beginner 2mo ago
40 LPA AI Engineer Journey ๐Ÿš€ | RAG Day 1 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey ๐Ÿš€ | RAG Day 1 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
Rag
RAG & Vector Search
Rag
Tech Demystified Intermediate 1mo ago
Embeddings
RAG & Vector Search
Embeddings
Tech Demystified Intermediate 1mo ago
The Small Model Infrastructure Nobody Built (So We Did) โ€” Filip Makraduli, Superlinked
RAG & Vector Search
The Small Model Infrastructure Nobody Built (So We Did) โ€” Filip Makraduli, Superlinked
AI Engineer Intermediate 1mo ago
Generate RAG Test Sets in Python with Ragas: Build Evals from Your Docs
RAG & Vector Search
Generate RAG Test Sets in Python with Ragas: Build Evals from Your Docs
Professor Py: AI Engineering Beginner 2mo ago
Mastering RAG Evaluation | Debug, Optimize, and Reduce Hallucinations
RAG & Vector Search
Mastering RAG Evaluation | Debug, Optimize, and Reduce Hallucinations
AIGrounded Intermediate 2mo ago
Master RAG for Tech Interviews in 2026 | Full Guide
RAG & Vector Search
Master RAG for Tech Interviews in 2026 | Full Guide
AIGrounded Advanced 2mo ago
Best Retrieval Methods for RAG in 2026
RAG & Vector Search
Best Retrieval Methods for RAG in 2026
AIGrounded Intermediate 2mo ago
Wrong Embeddings = Bad RAG? Hereโ€™s What to Use
RAG & Vector Search
Wrong Embeddings = Bad RAG? Hereโ€™s What to Use
AIGrounded Beginner 2mo ago
๐Ÿ“š Continue on Coursera External links ยท Free to audit
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Deploy Vector DBs Securely
๐Ÿ“š External: Coursera โ†—
Self-paced
Deploy Vector DBs Securely
Opens on Coursera โ†—
Preprocessing Unstructured Data for LLMs and RAG Systems
๐Ÿ“š External: Coursera โ†—
Self-paced
Preprocessing Unstructured Data for LLMs and RAG Systems
Opens on Coursera โ†—
Utilize LinkedIn for Career Search
๐Ÿ“š External: Coursera โ†—
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera โ†—
Create Embeddings, Vector Search, and RAG with BigQuery
๐Ÿ“š External: Coursera โ†—
Self-paced
Create Embeddings, Vector Search, and RAG with BigQuery
Opens on Coursera โ†—
Protect and Grow Your Freelancing Business
๐Ÿ“š External: Coursera โ†—
Self-paced
Protect and Grow Your Freelancing Business
Opens on Coursera โ†—
Advanced Agentic AI: Production Data Architecture
๐Ÿ“š External: Coursera โ†—
Self-paced
Advanced Agentic AI: Production Data Architecture
Opens on Coursera โ†—