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
RRF vs DBSF with Qdrant: Hybrid Retrieval Fusion for RAG in Python
RAG & Vector Search
RRF vs DBSF with Qdrant: Hybrid Retrieval Fusion for RAG in Python
Professor Py: AI Engineering Intermediate 1d ago
Why You Can't Learn AI Engineering All at Once 2026
RAG & Vector Search
Why You Can't Learn AI Engineering All at Once 2026
Tech With Tim Beginner 1d ago
The Local AI Backup To Survive Any Model Ban
RAG & Vector Search
The Local AI Backup To Survive Any Model Ban
Zen van Riel Intermediate 1d ago
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1d ago
When All Context Matters: Extended Cache Augmented Generation - Luis Romero-Sevilla, Orbis
RAG & Vector Search
When All Context Matters: Extended Cache Augmented Generation - Luis Romero-Sevilla, Orbis
AI Engineer Beginner 1d ago
What is a Vector Database? | The Technology Behind Modern AI
RAG & Vector Search
What is a Vector Database? | The Technology Behind Modern AI
Neural Monk Beginner 2d ago
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 60 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 2d ago
What exactly is retrieval augmented generation?
RAG & Vector Search
What exactly is retrieval augmented generation?
Vizuara Intermediate 2d ago
Doctor Challenges House MD: Wilson Has a Son? S8E16
RAG & Vector Search
Doctor Challenges House MD: Wilson Has a Son? S8E16
Dr Sermed Mezher Intermediate 4d ago
What Is a VECTOR DATABASE? Simple Explanation
RAG & Vector Search
What Is a VECTOR DATABASE? Simple Explanation
Online Training for Everyone Beginner 4d ago
Build an Agentic Corrective RAG System from Scratch (With LangGraph)
RAG & Vector Search
Build an Agentic Corrective RAG System from Scratch (With LangGraph)
Analytics Vidhya Advanced 4d ago
This Simple Folder Beats Vector Databases. Here's Why.
RAG & Vector Search
This Simple Folder Beats Vector Databases. Here's Why.
The AI How Beginner 5d ago
Boost AI context with hybrid search in Spanner
RAG & Vector Search
Boost AI context with hybrid search in Spanner
Google Cloud Tech Intermediate 5d ago
Access Mental Health Conference 2025: Embedding Digital Change in Mental Health & Embracing AI
RAG & Vector Search
Access Mental Health Conference 2025: Embedding Digital Change in Mental Health & Embracing AI
The Access Group Intermediate 5d ago
The Complete RAG Pipeline Explained | Rakesh Gohel
RAG & Vector Search
The Complete RAG Pipeline Explained | Rakesh Gohel
Rakesh Gohel Beginner 5d ago
What is Word Embedding in NLP -  Natural Language Processing
RAG & Vector Search
What is Word Embedding in NLP - Natural Language Processing
codehubgenius Beginner 5d ago
Kilometer Railway Bridge In Hengduan Canyon
RAG & Vector Search
Kilometer Railway Bridge In Hengduan Canyon
Miracle in the Mountains Intermediate 5d ago
The Burrito Bot - AI-Powered Search in SQL Server 2025 | MVP Unplugged
RAG & Vector Search
The Burrito Bot - AI-Powered Search in SQL Server 2025 | MVP Unplugged
Microsoft Developer Intermediate 1w ago
RAG architecture explained in Telugu | stages of RAG
RAG & Vector Search
RAG architecture explained in Telugu | stages of RAG
Withmesravani_ Beginner 1w ago
ChromaDB Tutorial For Beginners | Vector Database Explained | ChromaDB Crash Course | Simplilearn
RAG & Vector Search
ChromaDB Tutorial For Beginners | Vector Database Explained | ChromaDB Crash Course | Simplilearn
Simplilearn Beginner 1w ago
6 Vector Databases Compared: Which One Should You Use?
RAG & Vector Search
6 Vector Databases Compared: Which One Should You Use?
Analytics Vidhya Intermediate 1w ago
Milvus Hybrid Search in Python: Combine BM25, Vectors, and Reranking for RAG
RAG & Vector Search
Milvus Hybrid Search in Python: Combine BM25, Vectors, and Reranking for RAG
Professor Py: AI Engineering Intermediate 1w ago
RAG Chunking Part 3 — The Patterns That Fix “Right Hit, Wrong Context”
RAG & Vector Search
RAG Chunking Part 3 — The Patterns That Fix “Right Hit, Wrong Context”
cholakovit Beginner 1w ago
Footage Of Hundred Meter Pier Expressway Bridge In Yunnan Mountain
RAG & Vector Search
Footage Of Hundred Meter Pier Expressway Bridge In Yunnan Mountain
Miracle in the Mountains Intermediate 1w ago
PixelRAG & Qwen3-VL: The Next Evolution of Multimodal Retrieval. DeepSeek OCR. Visual Language Model
RAG & Vector Search
PixelRAG & Qwen3-VL: The Next Evolution of Multimodal Retrieval. DeepSeek OCR. Visual Language Model
Byte Goose AI. Beginner 1w ago
Insulin Builds Muscle? Doctor Explains
RAG & Vector Search
Insulin Builds Muscle? Doctor Explains
Dr Sermed Mezher Advanced 1w ago
AI search trusts this website more than Google
RAG & Vector Search
AI search trusts this website more than Google
Ahrefs Intermediate 1w ago
ChatGPT Doesn't Know Your PDF 😲#ai #llm #rag #machinelearning #phi3 #ollama #artificialintelligence
RAG & Vector Search
ChatGPT Doesn't Know Your PDF 😲#ai #llm #rag #machinelearning #phi3 #ollama #artificialintelligence
TechNextLabTelugu Intermediate 1w ago
Smartest AI apps Use this one trick #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab
RAG & Vector Search
Smartest AI apps Use this one trick #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab
TechNextLabTelugu Intermediate 1w ago
Production RAG at Scale with Azure Database for PostgreSQL | POSETTE: An Event for Postgres 2026
RAG & Vector Search
Production RAG at Scale with Azure Database for PostgreSQL | POSETTE: An Event for Postgres 2026
Microsoft Developer Advanced 1w ago
How to Build Your First Production RAG Pipeline (in 15 Minutes)
RAG & Vector Search
How to Build Your First Production RAG Pipeline (in 15 Minutes)
Skillshare Beginner 1w ago
The most intelligent financial app | Max Branzburg, Head of Consumer Products
RAG & Vector Search
The most intelligent financial app | Max Branzburg, Head of Consumer Products
Coinbase Beginner 1w ago
RAG Explained From Scratch: How AI Actually Finds the Right Information
RAG & Vector Search
RAG Explained From Scratch: How AI Actually Finds the Right Information
Beyond the Null Beginner 1w ago
15 AI Concepts Explained in 15 Minutes | Telugu | Vamsi Bhavani
RAG & Vector Search
15 AI Concepts Explained in 15 Minutes | Telugu | Vamsi Bhavani
Vamsi Bhavani Beginner 2w ago
RAG Chunking Part 2 — The Smarter Patterns Teams Add After the Baseline
RAG & Vector Search
RAG Chunking Part 2 — The Smarter Patterns Teams Add After the Baseline
cholakovit Beginner 2w ago
Anthropic Just Shutdown Fable 5 and Mythos
RAG & Vector Search
Anthropic Just Shutdown Fable 5 and Mythos
Prompt Engineering Beginner 2w ago
The End of Chunking Vectorless RAG Explained | Rakesh Gohel
RAG & Vector Search
The End of Chunking Vectorless RAG Explained | Rakesh Gohel
Rakesh Gohel Beginner 2w ago
40 LPA Series Day 59 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 59 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 3d ago
40 LPA Series Day 58 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 58 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 6d ago
40 LPA Series Day 57 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 57 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1w ago
40 LPA Series Day 56 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 56 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1w ago
Google vs RAG #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning #windows
RAG & Vector Search
Google vs RAG #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning #windows
TechNextLabTelugu Intermediate 1w ago
Why AI Hallucinates #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning
RAG & Vector Search
Why AI Hallucinates #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning
TechNextLabTelugu Intermediate 1w ago
RAG Explained Visually 🤯 | The AI Technique Behind ChatGPT's Smart Answers
RAG & Vector Search
RAG Explained Visually 🤯 | The AI Technique Behind ChatGPT's Smart Answers
TechNextLabTelugu Beginner 1w ago
40 LPA Series Day 55 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
RAG & Vector Search
40 LPA Series Day 55 | Advanced RAG Tutorial | LangChain, ChromaDB & Vector Database Explained
CodeWithPrashant Beginner 1w ago
HyDE Retrieval in Python: Improve RAG Recall with SentenceTransformers
RAG & Vector Search
HyDE Retrieval in Python: Improve RAG Recall with SentenceTransformers
Professor Py: AI Engineering Intermediate 1w ago
POV: You Don’t Drink & Got Liver Disease Anyway
RAG & Vector Search
POV: You Don’t Drink & Got Liver Disease Anyway
Dr Sermed Mezher Intermediate 2w ago
Advanced RAG Starts Today 🚀 | Day 54/180 AI Engineering Challenge | RAG Series Day 13
RAG & Vector Search
Advanced RAG Starts Today 🚀 | Day 54/180 AI Engineering Challenge | RAG Series Day 13
CodeWithPrashant Beginner 2w ago
📚 Continue on Coursera External links · Free to audit
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Retrieval Optimization: Tokenization to Vector Quantization
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Retrieval Optimization: Tokenization to Vector Quantization
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Utilize LinkedIn for Career Search
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Utilize LinkedIn for Career Search
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Core 1: Hardware and Network Troubleshooting
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Core 1: Hardware and Network Troubleshooting
Opens on Coursera ↗
Learn GitHub Flavored Markdown
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Self-paced
Learn GitHub Flavored Markdown
Opens on Coursera ↗
Embedding Models: From Architecture to Implementation
📚 External: Coursera ↗
Self-paced
Embedding Models: From Architecture to Implementation
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 ↗