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
I Built a RAG-Powered AI Chatbot on My Website in 10 Minutes (No Code)
RAG & Vector Search
I Built a RAG-Powered AI Chatbot on My Website in 10 Minutes (No Code)
Tin Rovic Intermediate 2w ago
Make your content AI-ready with embeddings and structured data.
RAG & Vector Search
Make your content AI-ready with embeddings and structured data.
Casey Keith Advanced 2w ago
Pinecone Vector Database Tutorial 2026 | Getting Started With Pinecone Vector Database | Simplilearn
RAG & Vector Search
Pinecone Vector Database Tutorial 2026 | Getting Started With Pinecone Vector Database | Simplilearn
Simplilearn Beginner 2w ago
Advanced RAG Starts Today 🚀 | Day 53/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 53/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 2w ago
Day 52/180 🚀 Advanced RAG Explained in 60 Seconds | AI Engineer Journey #Shorts
RAG & Vector Search
Day 52/180 🚀 Advanced RAG Explained in 60 Seconds | AI Engineer Journey #Shorts
CodeWithPrashant Beginner 2w ago
#Huawei #UltraChromaCamera photos? Sweet! 🌸🐝📸 #InNoWaitForTomorrow #InnovateForImpact
RAG & Vector Search
#Huawei #UltraChromaCamera photos? Sweet! 🌸🐝📸 #InNoWaitForTomorrow #InnovateForImpact
Huawei Intermediate 2w ago
LlamaParse June 2026 OOH campaign
RAG & Vector Search
LlamaParse June 2026 OOH campaign
LlamaIndex Beginner 3w ago
RAG is dead, right?? — Kuba Rogut, Turbopuffer
RAG & Vector Search
RAG is dead, right?? — Kuba Rogut, Turbopuffer
AI Engineer Intermediate 3w ago
RAG Interview Question: Sparse vs Dense Retriever Explained in 60s
RAG & Vector Search
RAG Interview Question: Sparse vs Dense Retriever Explained in 60s
Kartikeya Beginner 3w ago
Two AI architectures offer two very different approaches to legal work.  #betweenthebriefs
RAG & Vector Search
Two AI architectures offer two very different approaches to legal work. #betweenthebriefs
Steno Advanced 3w ago
There’s no stopping AI - literally. #thestenostory  #technologyinlaw  #betweenthebriefs
RAG & Vector Search
There’s no stopping AI - literally. #thestenostory #technologyinlaw #betweenthebriefs
Steno Intermediate 3w ago
Evidence Coverage for RAG in Python: Find Unsupported Claims with spaCy
RAG & Vector Search
Evidence Coverage for RAG in Python: Find Unsupported Claims with spaCy
Professor Py: AI Engineering Intermediate 3w ago
RAG Chunking Part 1 — The Baseline Patterns Every Team Uses First
RAG & Vector Search
RAG Chunking Part 1 — The Baseline Patterns Every Team Uses First
cholakovit Beginner 3w ago
How AI Reads a 300-Page Annual Report in Minutes
RAG & Vector Search
How AI Reads a 300-Page Annual Report in Minutes
WallStreetMojo Beginner 3w ago
10 AI Terms Finance Professionals Pretend to Understand
RAG & Vector Search
10 AI Terms Finance Professionals Pretend to Understand
WallStreetMojo Beginner 3w ago
Deliver production-ready AI search on unstructured data with RAG | ODSP925
RAG & Vector Search
Deliver production-ready AI search on unstructured data with RAG | ODSP925
Microsoft Developer Beginner 3w ago
Knowledge Engineering with Bradley Allen - Weaviate Podcast #139!
RAG & Vector Search
Knowledge Engineering with Bradley Allen - Weaviate Podcast #139!
Weaviate vector database Advanced 4w ago
Vector Based RAGs are Dead - AI Concepts for Everyone - Day 20 - Vector-less RAG, PageIndex #ai
RAG & Vector Search
Vector Based RAGs are Dead - AI Concepts for Everyone - Day 20 - Vector-less RAG, PageIndex #ai
Code With Shukla Ji Beginner 4w ago
RAG Anatomy Pt.2: Query Time Explained (Query → Retrieve → Re-rank → Augment → Generate)
RAG & Vector Search
RAG Anatomy Pt.2: Query Time Explained (Query → Retrieve → Re-rank → Augment → Generate)
cholakovit Intermediate 1mo ago
Pinecone vs Chroma vs Weaviate: Which Vector DB Should You Ship to Production?
RAG & Vector Search
Pinecone vs Chroma vs Weaviate: Which Vector DB Should You Ship to Production?
Analytics Vidhya Beginner 1mo ago
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
RAG & Vector Search
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
Amazon Web Services Intermediate 1mo ago
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
RAG & Vector Search
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
Amazon Web Services Advanced 1mo ago
Your AI Can Now Read Your Company's Files
RAG & Vector Search
Your AI Can Now Read Your Company's Files
codebasics Intermediate 1mo ago
CrossJEPA vs. JEPA-WM: Advancing Efficient 3D Learning via Cross-Modal Latent View Prediction. JEPA.
RAG & Vector Search
CrossJEPA vs. JEPA-WM: Advancing Efficient 3D Learning via Cross-Modal Latent View Prediction. JEPA.
Byte Goose AI. Advanced 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
Build a Banking Workflow App Using Django, MongoDB & Voyage AI
RAG & Vector Search
Build a Banking Workflow App Using Django, MongoDB & Voyage AI
DataCamp Intermediate 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
Advanced RAG Starts Today 🚀 | Day 52/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 52/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 2w ago
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 3w ago
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 51/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 12 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 12 | 180 Day AI Challenge
CodeWithPrashant Beginner 3w ago
RAG Series Day 10 🚀 Frontend Implementation Complete | Day 49/180 AI Engineering Challenge
RAG & Vector Search
RAG Series Day 10 🚀 Frontend Implementation Complete | Day 49/180 AI Engineering Challenge
CodeWithPrashant Intermediate 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 11 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 11 | 180 Day AI Challenge
CodeWithPrashant Beginner 3w ago
RAG Project Day 10 🚀 | Building AI PDF Chatbot | Day 48/180 Journey to 40 LPA 🔥
RAG & Vector Search
RAG Project Day 10 🚀 | Building AI PDF Chatbot | Day 48/180 Journey to 40 LPA 🔥
CodeWithPrashant Intermediate 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 10 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 10 | 180 Day AI Challenge
CodeWithPrashant Beginner 3w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 9 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 9 | 180 Day AI Challenge
CodeWithPrashant Beginner 4w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
CodeWithPrashant Beginner 4w ago
RAG Day 8 🚀 PDF to AI Answers | Build a RAG App with LangChain & OpenAI #46of180
RAG & Vector Search
RAG Day 8 🚀 PDF to AI Answers | Build a RAG App with LangChain & OpenAI #46of180
CodeWithPrashant Intermediate 4w ago
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
RAG & Vector Search
40 LPA AI Engineer Journey 🚀 | RAG Day 8 | 180 Day AI Challenge
CodeWithPrashant Beginner 4w ago
Chunking Explained in 60 Seconds | RAG Basics
RAG & Vector Search
Chunking Explained in 60 Seconds | RAG Basics
CodeWithPrashant Beginner 1mo ago
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
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
📚 Continue on Coursera External links · Free to audit
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Vector Database Projects: AI Recommendation Systems
📚 External: Coursera ↗
Self-paced
Vector Database Projects: AI Recommendation Systems
Opens on Coursera ↗
Advanced RAG Patterns
📚 External: Coursera ↗
Self-paced
Advanced RAG Patterns
Opens on Coursera ↗
Vector Search with Relational Databases using PostgreSQL
📚 External: Coursera ↗
Self-paced
Vector Search with Relational Databases using PostgreSQL
Opens on Coursera ↗
Integrate Embeddings and Chroma
📚 External: Coursera ↗
Self-paced
Integrate Embeddings and Chroma
Opens on Coursera ↗
Preprocessing Unstructured Data for LLMs and RAG Systems
📚 External: Coursera ↗
Self-paced
Preprocessing Unstructured Data for LLMs and RAG Systems
Opens on Coursera ↗
Optimizing Foundation Models
📚 External: Coursera ↗
Self-paced
Optimizing Foundation Models
Opens on Coursera ↗