Core AI

RAG & Vector Search

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

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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
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I spent 2+ weeks on the wrong embedding metric..
RAG & Vector Search
I spent 2+ weeks on the wrong embedding metric..
Chen-Hung Wu Beginner 3mo ago
Google just unified text, image, video, and audio into one vector space
RAG & Vector Search
Google just unified text, image, video, and audio into one vector space
Chen-Hung Wu Beginner 3mo ago
Google's NEW Multimodal Model - Gemini Embedding 2
RAG & Vector Search
Google's NEW Multimodal Model - Gemini Embedding 2
Weaviate vector database Beginner 3mo ago
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
RAG & Vector Search ⚡ AI Lesson
AWS Bedrock Knowledge Base Tutorial: RAG with OpenSearch & Titan Embeddings
Analytics Vidhya Beginner 3mo ago
Google Gemini Embedding 2: First Fully Multimodal Embedding Model Explained
RAG & Vector Search
Google Gemini Embedding 2: First Fully Multimodal Embedding Model Explained
Analytics Vidhya Beginner 3mo ago
Using grants to make money as a developer.
RAG & Vector Search ⚡ AI Lesson
Using grants to make money as a developer.
Tech With Tim Beginner 3mo ago
Build a RAG System in 50 Lines of Python
RAG & Vector Search
Build a RAG System in 50 Lines of Python
Shane | LLM Implementation Beginner 3mo ago
Is this the easiest way to make money coding?
RAG & Vector Search ⚡ AI Lesson
Is this the easiest way to make money coding?
Tech With Tim Beginner 3mo ago
Is RAG Still Needed? Choosing the Best Approach for LLMs
RAG & Vector Search ⚡ AI Lesson
Is RAG Still Needed? Choosing the Best Approach for LLMs
IBM Technology Beginner 3mo ago
DGX Spark Live: Nemotron Models for Orthopaedic Education
RAG & Vector Search ⚡ AI Lesson
DGX Spark Live: Nemotron Models for Orthopaedic Education
NVIDIA Developer Beginner 3mo ago
FREE Drag & Drop Contact Form Builder for WordPress (No Coding) | HT Contact Form
RAG & Vector Search ⚡ AI Lesson
FREE Drag & Drop Contact Form Builder for WordPress (No Coding) | HT Contact Form
Quick Tips Beginner 3mo ago
How Does Vector SearchWorks? Word2Vec analogy #machinelearning #coding #tech #rag
RAG & Vector Search
How Does Vector SearchWorks? Word2Vec analogy #machinelearning #coding #tech #rag
Preporato | AI for Engineers Beginner 3mo ago
Universal-3 Pro Streaming: Subway test
RAG & Vector Search
Universal-3 Pro Streaming: Subway test
AssemblyAI Beginner 3mo ago
Universal-3 Pro: Office Icebreakers
RAG & Vector Search
Universal-3 Pro: Office Icebreakers
AssemblyAI Beginner 3mo ago
How to Ask for a Letter of Recommendation: A Step-by-Step Guide
RAG & Vector Search
How to Ask for a Letter of Recommendation: A Step-by-Step Guide
Coursera Beginner 3mo ago
k-NN Vector Search Breakdown #ai #tutorial #tech
RAG & Vector Search
k-NN Vector Search Breakdown #ai #tutorial #tech
Preporato | AI for Engineers Beginner 3mo ago
JEFFREY EPSTEIN WAS A MADE UP PERSON?
RAG & Vector Search
JEFFREY EPSTEIN WAS A MADE UP PERSON?
The Diary Of A CEO Beginner 4mo ago
Understanding Basic Vector Search With KNN | Vector Databases for Beginners | Part 12
RAG & Vector Search ⚡ AI Lesson
Understanding Basic Vector Search With KNN | Vector Databases for Beginners | Part 12
Data Science DoJo Beginner 4mo ago
Doug Turnbull and Trey Grainger on AI-Powered Search - Weaviate Podcast #133!
RAG & Vector Search
Doug Turnbull and Trey Grainger on AI-Powered Search - Weaviate Podcast #133!
Weaviate vector database Beginner 4mo ago
Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
RAG & Vector Search
Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
MLOps.community Beginner 4mo ago
Intro to Sentence Embeddings with Transformers | Hands-On Tutorial (Colab)
RAG & Vector Search
Intro to Sentence Embeddings with Transformers | Hands-On Tutorial (Colab)
Abonia Sojasingarayar Beginner 4mo ago
Retrieval Augmented Generation Quick Look Quiz Solution
RAG & Vector Search
Retrieval Augmented Generation Quick Look Quiz Solution
trailhead brothers Beginner 4mo ago
AI Search Guide 2026: Fuzzy vs Vector Search EXPOSED
RAG & Vector Search ⚡ AI Lesson
AI Search Guide 2026: Fuzzy vs Vector Search EXPOSED
CodeCraft Academy Beginner 4mo ago
Building RAG From Scratch — No Libraries, Just Math || 30 days 30 AI concepts
RAG & Vector Search
Building RAG From Scratch — No Libraries, Just Math || 30 days 30 AI concepts
ClearTheAI Beginner 4mo ago
Pinecone MCP + Antigravity Is INSANE!
RAG & Vector Search
Pinecone MCP + Antigravity Is INSANE!
Julian Goldie SEO Beginner 4mo ago
The New "Small Channel Advantage" (and how to make the most of it)
RAG & Vector Search ⚡ AI Lesson
The New "Small Channel Advantage" (and how to make the most of it)
Gillian Perkins Beginner 4mo ago
We invented these, so that you can crochet with rubber bands! 🪄
RAG & Vector Search
We invented these, so that you can crochet with rubber bands! 🪄
Rainbow Loom Beginner 4mo ago
RAG Part 3: Context Injection & The "Lost in the Middle" Trap|| 30 days 30 AI concepts
RAG & Vector Search
RAG Part 3: Context Injection & The "Lost in the Middle" Trap|| 30 days 30 AI concepts
ClearTheAI Beginner 4mo ago
Stop Answering Interview Questions (Do This Instead)
RAG & Vector Search
Stop Answering Interview Questions (Do This Instead)
Career Growth With Lucy Beginner 4mo ago
AI Embeddings Explained - What They Are & Why They Matter | AI Engineering Tutorial
RAG & Vector Search
AI Embeddings Explained - What They Are & Why They Matter | AI Engineering Tutorial
Code to Innovation Beginner 4mo ago
Wix vs Squarespace - Which one is best for making a website?
RAG & Vector Search ⚡ AI Lesson
Wix vs Squarespace - Which one is best for making a website?
Howfinity Beginner 4mo ago
Embeddings in AI Explained | How AI Understands Meaning with Vector Embeddings
RAG & Vector Search
Embeddings in AI Explained | How AI Understands Meaning with Vector Embeddings
Code to Innovation Beginner 4mo ago
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
RAG & Vector Search
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
Moz Beginner 4mo ago
How to actually make money from coding.
RAG & Vector Search ⚡ AI Lesson
How to actually make money from coding.
Tech With Tim Beginner 3mo ago
Comment your answers below👇
RAG & Vector Search ⚡ AI Lesson
Comment your answers below👇
Tech With Tim Beginner 3mo ago
One of the best ways to make money as a developer.
RAG & Vector Search ⚡ AI Lesson
One of the best ways to make money as a developer.
Tech With Tim Beginner 3mo ago
Is this the easiest way to make money coding?
RAG & Vector Search ⚡ AI Lesson
Is this the easiest way to make money coding?
Tech With Tim Beginner 3mo ago
Comment "openclaw" below👇
RAG & Vector Search ⚡ AI Lesson
Comment "openclaw" below👇
Tech With Tim Beginner 3mo ago
Do you know it?🤔 Comment below.
RAG & Vector Search ⚡ AI Lesson
Do you know it?🤔 Comment below.
Tech With Tim Beginner 4mo ago
This is the most powerful skill to learn.
RAG & Vector Search ⚡ AI Lesson
This is the most powerful skill to learn.
Tech With Tim Beginner 4mo ago
10 Python one liners you’ll actually use
RAG & Vector Search ⚡ AI Lesson
10 Python one liners you’ll actually use
Tech With Tim Beginner 4mo ago
Drop your answers below👇
RAG & Vector Search ⚡ AI Lesson
Drop your answers below👇
Tech With Tim Beginner 4mo ago
Do you know it?🤔 Comment below.
RAG & Vector Search ⚡ AI Lesson
Do you know it?🤔 Comment below.
Tech With Tim Beginner 4mo ago
How to ACTUALLY make money from coding.
RAG & Vector Search ⚡ AI Lesson
How to ACTUALLY make money from coding.
Tech With Tim Beginner 4mo ago
Should you learn Python as a beginner?🤔
RAG & Vector Search ⚡ AI Lesson
Should you learn Python as a beginner?🤔
Tech With Tim Beginner 4mo ago
Do you know it?🤔 Comment below.
RAG & Vector Search ⚡ AI Lesson
Do you know it?🤔 Comment below.
Tech With Tim Beginner 4mo ago
RAG-Part 2 || Vector databases ||Concept of HNSW and ANN explained with implementation
RAG & Vector Search ⚡ AI Lesson
RAG-Part 2 || Vector databases ||Concept of HNSW and ANN explained with implementation
ClearTheAI Beginner 4mo ago
Comment your answer👇
RAG & Vector Search ⚡ AI Lesson
Comment your answer👇
Tech With Tim Beginner 4mo ago
📚 Continue on Coursera External links · Free to audit
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Advance Multi-Agent Systems & Production AI with LangSmith
📚 External: Coursera ↗
Self-paced
Advance Multi-Agent Systems & Production AI with LangSmith
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Create Chatbots & NLP Apps
📚 External: Coursera ↗
Self-paced
Create Chatbots & NLP Apps
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗
Vector Search with Relational Databases using PostgreSQL
📚 External: Coursera ↗
Self-paced
Vector Search with Relational Databases using PostgreSQL
Opens on Coursera ↗