Core AI

RAG & Vector Search

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

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Skills in this topic
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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
Production RAG with LangChain & Vector Databases – Full Course
RAG & Vector Search
Production RAG with LangChain & Vector Databases – Full Course
freeCodeCamp.org Beginner 1mo ago
40 LPA AI Engineer Journey 🚀 | RAG Day 3 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | 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 🚀 | RAG Day 2 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | 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 — Florina Muntenescu & Oli Gaymond, Google DeepMind
RAG & Vector Search
AI on Android: Ask me Anything — Florina Muntenescu & Oli Gaymond, Google DeepMind
AI Engineer Intermediate 1mo ago
Vector Databases Explained — Embeddings, Qdrant & RAG Retrieval
RAG & Vector Search
Vector Databases Explained — 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? 💀 (Pinecone Nexus)
RAG & Vector Search
The Death of Vector Databases? 💀 (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 Başak Eskili - Weaviate Podcast #138!
RAG & Vector Search
Booking.com and Weaviate with Başak 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 — Stephen Chin, Neo4j
RAG & Vector Search
Connecting the Dots with Context Graphs — 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 2mo ago
This (RAG Project) is 🔥
RAG & Vector Search
This (RAG Project) is 🔥
AI Coach John (Tamil) Intermediate 2mo ago
AI Agents Are Finally Production-Ready — Here's What Changed — Interview
RAG & Vector Search
AI Agents Are Finally Production-Ready — Here's What Changed — Interview
Prompt Engineering Beginner 2mo 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 2mo 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 2mo ago
RAG Explained | All about RAG - Retrieval Augmented Generation
RAG & Vector Search
RAG Explained | All about RAG - Retrieval Augmented Generation
codebasics Beginner 2mo ago
What you can do with Gemini Embedding 2
RAG & Vector Search
What you can do with Gemini Embedding 2
Google for Developers Intermediate 2mo ago
FastEmbed: Local AI Embeddings in Python
RAG & Vector Search
FastEmbed: Local AI Embeddings in Python
NeuralNine Intermediate 2mo 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 🚀 | RAG Day 1 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 1 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
Rag
RAG & Vector Search
Rag
Tech Demystified Intermediate 2mo ago
Embeddings
RAG & Vector Search
Embeddings
Tech Demystified Intermediate 2mo ago
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
RAG & Vector Search
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
AI Engineer Intermediate 2mo 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
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Vector Search ve Yerleştirmeler
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Self-paced
Vector Search ve Yerleştirmeler
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Music as Biology: What We Like to Hear and Why
📚 External: Coursera ↗
Self-paced
Music as Biology: What We Like to Hear and Why
Opens on Coursera ↗
Gen AI - RAG Application Development using LlamaIndex
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LlamaIndex
Opens on Coursera ↗
Gen AI - RAG Application Development using LangChain
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LangChain
Opens on Coursera ↗
LangChain Chat with Your Data
📚 External: Coursera ↗
Self-paced
LangChain Chat with Your Data
Opens on Coursera ↗
Core 1: Hardware and Network Troubleshooting
📚 External: Coursera ↗
Self-paced
Core 1: Hardware and Network Troubleshooting
Opens on Coursera ↗