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28 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
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
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
Classic RAG Limitations Explained
RAG & Vector Search
Classic RAG Limitations Explained
Analytics Vidhya Intermediate 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
RAG Project: Company Policy Bot
RAG & Vector Search
RAG Project: Company Policy Bot
Analytics Vidhya Intermediate 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
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
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
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
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
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
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
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
Become a Data Engineering Professional in 2022 | Future Trends + Skills Required
RAG & Vector Search
Become a Data Engineering Professional in 2022 | Future Trends + Skills Required
Analytics Vidhya Intermediate 3y ago
Building Data Pipelines on GCP #googlecloud #datapipelines #data
RAG & Vector Search
Building Data Pipelines on GCP #googlecloud #datapipelines #data
Analytics Vidhya Intermediate 3y ago
The DataHour: Anomaly detection using NLP and Predictive Modeling
RAG & Vector Search
The DataHour: Anomaly detection using NLP and Predictive Modeling
Analytics Vidhya Intermediate 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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RAG Systems in Practice
📚 Coursera Course ↗
Self-paced
RAG Systems in Practice
Opens on Coursera ↗
What Are Service-Level Agreements (SLAs)?
📚 Coursera Course ↗
Self-paced
What Are Service-Level Agreements (SLAs)?
Opens on Coursera ↗
Professional Skills: Digital Creativity
📚 Coursera Course ↗
Self-paced
Professional Skills: Digital Creativity
Opens on Coursera ↗
Supply Chain Principles
📚 Coursera Course ↗
Self-paced
Supply Chain Principles
Opens on Coursera ↗
Understanding and Applying Text Embeddings
📚 Coursera Course ↗
Self-paced
Understanding and Applying Text Embeddings
Opens on Coursera ↗
The Amazon EKS Cluster
📚 Coursera Course ↗
Self-paced
The Amazon EKS Cluster
Opens on Coursera ↗