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61 lessons

🔍 RAG & Vector Search

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

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18. LLM Ops: Local FastAPI Deployment, Ollama, and Metadata Analysis
RAG & Vector Search
18. LLM Ops: Local FastAPI Deployment, Ollama, and Metadata Analysis
Analytics Vidhya Intermediate 3d ago
17. RAG Evaluation Deep Dive: Measuring AI Quality in Production LLM Ops
RAG & Vector Search
17. RAG Evaluation Deep Dive: Measuring AI Quality in Production LLM Ops
Analytics Vidhya Intermediate 3d ago
16. LLM Ops Architecture: Implementing Output Validation and Structured AI Responses
RAG & Vector Search
16. LLM Ops Architecture: Implementing Output Validation and Structured AI Responses
Analytics Vidhya Intermediate 3d 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 3d ago
From Chunks to Connections: Graph RAG with Neo4j for Hierarchical Intelligence
RAG & Vector Search
From Chunks to Connections: Graph RAG with Neo4j for Hierarchical Intelligence
Analytics Vidhya Intermediate 5d ago
RAG Evaluation Metrics Tutorial
RAG & Vector Search
RAG Evaluation Metrics Tutorial
Analytics Vidhya Beginner 1w ago
Build a Graph RAG System from Scratch
RAG & Vector Search
Build a Graph RAG System from Scratch
Analytics Vidhya Beginner 1w ago
Why Classic RAG Fails & How Graph RAG Solves It
RAG & Vector Search
Why Classic RAG Fails & How Graph RAG Solves It
Analytics Vidhya Intermediate 1w ago
Build a RAG System from Scratch with Python
RAG & Vector Search
Build a RAG System from Scratch with Python
Analytics Vidhya Intermediate 1w ago
Graph RAG Project Problem Statement
RAG & Vector Search
Graph RAG Project Problem Statement
Analytics Vidhya Intermediate 1w ago
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
RAG & Vector Search
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
Analytics Vidhya Beginner 1w ago
Entity Graphs, Multi-Hop Retrieval Explained
RAG & Vector Search
Entity Graphs, Multi-Hop Retrieval Explained
Analytics Vidhya Beginner 1w ago
Classic RAG Limitations Explained
RAG & Vector Search
Classic RAG Limitations Explained
Analytics Vidhya Intermediate 1w ago
Graph RAG Course Introduction
RAG & Vector Search
Graph RAG Course Introduction
Analytics Vidhya Beginner 1w ago
Your RAG is Broken 😳 Meet PageIndex (Vectorless AI)
RAG & Vector Search
Your RAG is Broken 😳 Meet PageIndex (Vectorless AI)
Analytics Vidhya Intermediate 2w ago
PageIndex vs RAG: Why Traditional Retrieval is Broken (PageIndex AI Tutorial)
RAG & Vector Search
PageIndex vs RAG: Why Traditional Retrieval is Broken (PageIndex AI Tutorial)
Analytics Vidhya Beginner 3w ago
RAG Project: Company Policy Bot
RAG & Vector Search
RAG Project: Company Policy Bot
Analytics Vidhya Intermediate 3w ago
Vector Databases Explained
RAG & Vector Search
Vector Databases Explained
Analytics Vidhya Beginner 3w ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 3w ago
LangChain Text Splitters & Chunking
RAG & Vector Search
LangChain Text Splitters & Chunking
Analytics Vidhya Beginner 3w ago
What is a RAG System
RAG & Vector Search
What is a RAG System
Analytics Vidhya Beginner 3w ago
LangChain Retrievers
RAG & Vector Search
LangChain Retrievers
Analytics Vidhya Beginner 3w ago
Introduction to Retrieval
RAG & Vector Search
Introduction to Retrieval
Analytics Vidhya Beginner 3w ago
How to Evaluate RAG Systems
RAG & Vector Search
How to Evaluate RAG Systems
Analytics Vidhya Beginner 3w ago
Intro - Building RAG Applications
RAG & Vector Search
Intro - Building RAG Applications
Analytics Vidhya Intermediate 3w ago
LangChain Document Loaders
RAG & Vector Search
LangChain Document Loaders
Analytics Vidhya Intermediate 3w ago
Top 3 RAG Evaluation Frameworks: RAGAS, DeepEval, and Opik
RAG & Vector Search
Top 3 RAG Evaluation Frameworks: RAGAS, DeepEval, and Opik
Analytics Vidhya Intermediate 3w ago
Google Gemini Embedding 2 Tutorial | Multimodal Image Matching Project
RAG & Vector Search
Google Gemini Embedding 2 Tutorial | Multimodal Image Matching Project
Analytics Vidhya Beginner 1mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 1mo ago
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
RAG & Vector Search
Live Cloud Demo: RAG Chatbot on AWS App Runner & Step-by-Step Cleanup
Analytics Vidhya Intermediate 1mo ago
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
RAG & Vector Search
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
Analytics Vidhya Beginner 1mo ago
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
RAG & Vector Search
Build and Deploy a GenAI RAG Chatbot on AWS: Bedrock, LlamaIndex & AppRunner
Analytics Vidhya Intermediate 1mo ago
AWS S3 Deep Dive: Vector Buckets, Amazon Q, and CLI Data Management
RAG & Vector Search
AWS S3 Deep Dive: Vector Buckets, Amazon Q, and CLI Data Management
Analytics Vidhya Advanced 1mo ago
Fix Your ATS Resume Score FAST (4 Simple Steps)
RAG & Vector Search
Fix Your ATS Resume Score FAST (4 Simple Steps)
Analytics Vidhya Beginner 1mo ago
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
RAG & Vector Search
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
Analytics Vidhya Intermediate 2mo ago
Mastering Agentic RAG: A 7-Stage Roadmap for Generative AI
RAG & Vector Search
Mastering Agentic RAG: A 7-Stage Roadmap for Generative AI
Analytics Vidhya Beginner 2mo ago
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
RAG & Vector Search
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
Analytics Vidhya Beginner 2mo ago
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
RAG & Vector Search
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
Analytics Vidhya Beginner 3mo ago
5 Advanced AI Projects to Get Job-Ready in 2026
RAG & Vector Search
5 Advanced AI Projects to Get Job-Ready in 2026
Analytics Vidhya Intermediate 3mo ago
Graph RAG vs RAG: Why This Makes AI Actually Understand Context
RAG & Vector Search
Graph RAG vs RAG: Why This Makes AI Actually Understand Context
Analytics Vidhya Intermediate 4mo ago
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
RAG & Vector Search
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
Analytics Vidhya Beginner 5mo ago
Graph RAG: The Future of AI Context!
RAG & Vector Search
Graph RAG: The Future of AI Context!
Analytics Vidhya Intermediate 6mo ago
How AI Finds Anything Similar! The Vector Database Secret! 🚀
RAG & Vector Search
How AI Finds Anything Similar! The Vector Database Secret! 🚀
Analytics Vidhya Intermediate 7mo ago
Embeddings in AI Explained in 60 Seconds!
RAG & Vector Search
Embeddings in AI Explained in 60 Seconds!
Analytics Vidhya Beginner 7mo ago
Amazon’s Nova Sonic Understands How You Speak
RAG & Vector Search
Amazon’s Nova Sonic Understands How You Speak
Analytics Vidhya Intermediate 1y ago
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
RAG & Vector Search
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
Analytics Vidhya Intermediate 1y ago
3 Must-Know Open-Source RAG Frameworks
RAG & Vector Search
3 Must-Know Open-Source RAG Frameworks
Analytics Vidhya Intermediate 1y ago
Netflix $1 Million Prize ⚡
RAG & Vector Search
Netflix $1 Million Prize ⚡
Analytics Vidhya Beginner 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Create a RAG Application with BigQuery
📚 Coursera Course ↗
Self-paced
Create a RAG Application with BigQuery
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Blueprint to Brilliance Through Interior Design
📚 Coursera Course ↗
Self-paced
Blueprint to Brilliance Through Interior Design
Opens on Coursera ↗
SingleStore on Google Cloud
📚 Coursera Course ↗
Self-paced
SingleStore on Google Cloud
Opens on Coursera ↗
AI Infrastructure: Networking Techniques
📚 Coursera Course ↗
Self-paced
AI Infrastructure: Networking Techniques
Opens on Coursera ↗
Advanced Selenium WebDriver and Test Automation
📚 Coursera Course ↗
Self-paced
Advanced Selenium WebDriver and Test Automation
Opens on Coursera ↗
Amazon Dropshipping And Retail Arbitrage With AI
📚 Coursera Course ↗
Self-paced
Amazon Dropshipping And Retail Arbitrage With AI
Opens on Coursera ↗