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
40 LPA AI Engineer Journey 🚀 | RAG Day 7 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 7 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
40 LPA AI Engineer Journey 🚀 | RAG Day 6 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 6 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
Embeddings Deep Dive: Vector Space, Similarity & How AI Uses Them — Inside LLMs #4
RAG & Vector Search
Embeddings Deep Dive: Vector Space, Similarity & How AI Uses Them — Inside LLMs #4
Beyond the Null Beginner 1mo ago
Why RAGs are not enough? | AI Concepts for Everyone - Day 15 #reranking #rags #ai #llm #vectordb
RAG & Vector Search
Why RAGs are not enough? | AI Concepts for Everyone - Day 15 #reranking #rags #ai #llm #vectordb
Code With Shukla Ji Beginner 1mo ago
Oracle AI World Tour New York City 2026
RAG & Vector Search
Oracle AI World Tour New York City 2026
Oracle Beginner 1mo ago
Extending AI Agents with WebAssembly
RAG & Vector Search
Extending AI Agents with WebAssembly
Microsoft Developer Beginner 1mo ago
Production RAG with LangChain & Vector Databases – Full Course
RAG & Vector Search
Production RAG with LangChain & Vector Databases – Full Course
freeCodeCamp.org Beginner 1mo ago
Semantic Search Starts With Embeddings
RAG & Vector Search
Semantic Search Starts With Embeddings
DeepLearningAI Beginner 1mo ago
Vector Databases Explained — Embeddings, Qdrant & RAG Retrieval
RAG & Vector Search
Vector Databases Explained — Embeddings, Qdrant & RAG Retrieval
Analytics Vidhya Beginner 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
Types of Vector Databases #vectordatabase
RAG & Vector Search
Types of Vector Databases #vectordatabase
DevOps Mind Beginner 1mo ago
The Gathering - May 2026
RAG & Vector Search
The Gathering - May 2026
Griffin Beginner 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
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
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
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 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
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
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
Production-Ready RAG | Optimize Latency, Cost, and Scale
RAG & Vector Search
Production-Ready RAG | Optimize Latency, Cost, and Scale
AIGrounded Beginner 2mo ago
Wrong Embeddings = Bad RAG? Here’s What to Use
RAG & Vector Search
Wrong Embeddings = Bad RAG? Here’s What to Use
AIGrounded Beginner 2mo ago
Word Embeddings (Vector) | OHE | Bag of Words | Term Frequency Inverse Document Frequency (TFIDF)
RAG & Vector Search
Word Embeddings (Vector) | OHE | Bag of Words | Term Frequency Inverse Document Frequency (TFIDF)
RoboSathi Beginner 2mo ago
Graph RAG Tutorial | Build Knowledge Graph Powered Retrieval Systems LangChain, ChromaDB & RAGAS
RAG & Vector Search
Graph RAG Tutorial | Build Knowledge Graph Powered Retrieval Systems LangChain, ChromaDB & RAGAS
Analytics Vidhya Beginner 2mo ago
Every Question Your Customers Ask – Your AI Has the Answer #VoiceAgent #Shorts
RAG & Vector Search
Every Question Your Customers Ask – Your AI Has the Answer #VoiceAgent #Shorts
The AI How Beginner 2mo ago
RIP Z-IMAGE! NEW FREE NSFW IMAGE AI IS HERE! LESS THAN 8GB VRAM!
RAG & Vector Search
RIP Z-IMAGE! NEW FREE NSFW IMAGE AI IS HERE! LESS THAN 8GB VRAM!
Aitrepreneur Beginner 2mo ago
Codex Just Became the Everything App
RAG & Vector Search
Codex Just Became the Everything App
Prompt Engineering Beginner 2mo ago
Amazon Bedrock for Beginners – From First Prompt to AI Agent (Full Tutorial)
RAG & Vector Search
Amazon Bedrock for Beginners – From First Prompt to AI Agent (Full Tutorial)
AWS Developers Beginner 2mo ago
Embeddings, Vector database Agent,, RAG & MCP: How Modern AI Systems Actually Work
RAG & Vector Search
Embeddings, Vector database Agent,, RAG & MCP: How Modern AI Systems Actually Work
ByteMonk Beginner 2mo ago
TurboQuant The algorithm that crashed RAM prices 30% Overnight
RAG & Vector Search
TurboQuant The algorithm that crashed RAM prices 30% Overnight
AI Depth School Beginner 2mo ago
BM25 vs Vector on the Same Query #rag #hybridsearch #llm
RAG & Vector Search
BM25 vs Vector on the Same Query #rag #hybridsearch #llm
Shane | LLM Implementation Beginner 2mo ago
Why You Can’t Upload a PDF Into an AI Brain
RAG & Vector Search
Why You Can’t Upload a PDF Into an AI Brain
What's AI by Louis-François Bouchard Beginner 2mo ago
Vectorless RAG Tutorial With PageIndex-No VectorDB And Chunking Required
RAG & Vector Search
Vectorless RAG Tutorial With PageIndex-No VectorDB And Chunking Required
Krish Naik Beginner 2mo ago
Build Vector DB Pipeline: RAG Done Right #Shorts
RAG & Vector Search
Build Vector DB Pipeline: RAG Done Right #Shorts
Tech Talks with Kaleem Beginner 2mo ago
Retrieval Augmented Generation(RAG) LangGraph Crash Course In Hindi
RAG & Vector Search
Retrieval Augmented Generation(RAG) LangGraph Crash Course In Hindi
Krish Naik Hindi Beginner 2mo ago
Vector Database Explained in 60 Seconds
RAG & Vector Search
Vector Database Explained in 60 Seconds
CodeWithPrashant Beginner 1mo ago
40 LPA AI Engineer Journey 🚀 | RAG Day 5 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 5 | 180 Day AI Challenge
CodeWithPrashant Beginner 1mo ago
40 LPA AI Engineer Journey 🚀 | RAG Day 4 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 4 | 180 Day AI Challenge
CodeWithPrashant 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
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
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
Best Chunking Techniques for RAG Systems in 2026
RAG & Vector Search
Best Chunking Techniques for RAG Systems in 2026
AIGrounded Beginner 2mo ago
RAG Explained in 90 Seconds
RAG & Vector Search
RAG Explained in 90 Seconds
AIGrounded Beginner 2mo ago
7. What is RAG? A Guide to Retrieval Augmented Generation and RAG Ops
RAG & Vector Search
7. What is RAG? A Guide to Retrieval Augmented Generation and RAG Ops
Analytics Vidhya Beginner 2mo ago
Anthropic Killed OpenClaw and More ...
RAG & Vector Search
Anthropic Killed OpenClaw and More ...
Prompt Engineering Beginner 2mo ago
📚 Continue on Coursera External links · Free to audit
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Building Multimodal Data Pipelines
📚 External: Coursera ↗
Self-paced
Building Multimodal Data Pipelines
Opens on Coursera ↗
RAG Systems & Agentic Workflows with Pinecone and LangGraph
📚 External: Coursera ↗
Self-paced
RAG Systems & Agentic Workflows with Pinecone and LangGraph
Opens on Coursera ↗
Utilize LinkedIn for Career Search
📚 External: Coursera ↗
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera ↗
Prompt Compression and Query Optimization
📚 External: Coursera ↗
Self-paced
Prompt Compression and Query Optimization
Opens on Coursera ↗
Weaviate Database Mastery
📚 External: Coursera ↗
Self-paced
Weaviate Database Mastery
Opens on Coursera ↗
Building RAG Systems with Open Models
📚 External: Coursera ↗
Self-paced
Building RAG Systems with Open Models
Opens on Coursera ↗