Core AI

RAG & Vector Search

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

4,911
lessons
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
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How To Craft An Elite Career | Lenny & Friends Summit 2024
RAG & Vector Search ⚡ AI Lesson
How To Craft An Elite Career | Lenny & Friends Summit 2024
Lenny's Podcast Intermediate 1y ago
The one thing that sets a good developer apart from an average one.
RAG & Vector Search ⚡ AI Lesson
The one thing that sets a good developer apart from an average one.
Tech With Tim Intermediate 1y ago
RAG Practical Challenges
RAG & Vector Search
RAG Practical Challenges
AppliedAI Intermediate 1y ago
Building a RAG Application in Minutes With NVIDIA RTX Virtual Workstation
RAG & Vector Search
Building a RAG Application in Minutes With NVIDIA RTX Virtual Workstation
NVIDIA Developer Intermediate 1y ago
Why Your RAG System Is Broken, and How to Fix It with Jason Liu - 709
RAG & Vector Search ⚡ AI Lesson
Why Your RAG System Is Broken, and How to Fix It with Jason Liu - 709
The TWIML AI Podcast with Sam Charrington Intermediate 1y ago
Do you have nothing to show in you resume? Hack!
RAG & Vector Search
Do you have nothing to show in you resume? Hack!
Full Disclosure Intermediate 1y ago
RAG with LangChain on Google Cloud
RAG & Vector Search
RAG with LangChain on Google Cloud
Google Cloud Tech Intermediate 1y ago
3 Populat RAG Tools - NotebookLM, ChatPDF & NoteGPT.io!
RAG & Vector Search
3 Populat RAG Tools - NotebookLM, ChatPDF & NoteGPT.io!
Analytics Vidhya Intermediate 1y ago
Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)
RAG & Vector Search ⚡ AI Lesson
Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)
MIT OpenCourseWare Intermediate 1y ago
Linearity of Expectations
RAG & Vector Search ⚡ AI Lesson
Linearity of Expectations
MIT OpenCourseWare Intermediate 1y ago
How to Leverage Your Competitor’s Keywords
RAG & Vector Search ⚡ AI Lesson
How to Leverage Your Competitor’s Keywords
Rank Math SEO Intermediate 1y ago
Why Most People Aren't Attracting Abundance!
RAG & Vector Search
Why Most People Aren't Attracting Abundance!
Evan Carmichael Intermediate 1y ago
The Application podcast with Tom Bostick #oxfordsbs #podcast #usarmy #usveterans
RAG & Vector Search
The Application podcast with Tom Bostick #oxfordsbs #podcast #usarmy #usveterans
Saïd Business School, University of Oxford Intermediate 1y ago
AI anywhere: How AI models, AI optimized cloud infrastructure, and edge unlock new business cases
RAG & Vector Search
AI anywhere: How AI models, AI optimized cloud infrastructure, and edge unlock new business cases
Google Cloud Intermediate 1y ago
Ashton Shanks Reveals Hidden Entrepreneur Secrets
RAG & Vector Search
Ashton Shanks Reveals Hidden Entrepreneur Secrets
Professor Charley T Intermediate 1y ago
CSS property: box-decoration-break
RAG & Vector Search ⚡ AI Lesson
CSS property: box-decoration-break
Chrome for Developers Intermediate 1y ago
Maximizing Data Science Efficiency: Strategies for Fast Solutions #languagemodels
RAG & Vector Search
Maximizing Data Science Efficiency: Strategies for Fast Solutions #languagemodels
Data Science Dojo Intermediate 1y ago
Demystifying RAG for developers
RAG & Vector Search
Demystifying RAG for developers
Google Cloud Tech Intermediate 1y ago
🩵 easiest style tip: a monochromatic moment 🤍🐩🥼🦢🕊️ #fashion #style #hackyourhr
RAG & Vector Search
🩵 easiest style tip: a monochromatic moment 🤍🐩🥼🦢🕊️ #fashion #style #hackyourhr
Amy Lentz | Hack Your HR Intermediate 1y ago
Other Practical Solutions from recent Research Papers
RAG & Vector Search
Other Practical Solutions from recent Research Papers
Analytics Vidhya Intermediate 1y ago
Dr Wayne Dyer: Why Pain and Loss Are the Gateways to True Transformation!
RAG & Vector Search ⚡ AI Lesson
Dr Wayne Dyer: Why Pain and Loss Are the Gateways to True Transformation!
Evan Carmichael Intermediate 1y ago
Crack Off-Campus Placement before 2025 with this Strategy
RAG & Vector Search
Crack Off-Campus Placement before 2025 with this Strategy
GeeksforGeeks Intermediate 1y ago
Create A CMS Audio Player In Webflow - Custom-design In Webflow.
RAG & Vector Search
Create A CMS Audio Player In Webflow - Custom-design In Webflow.
Ian Ruta | Supersparks Intermediate 1y ago
RAG++ course: Hybrid search with Weaviate
RAG & Vector Search
RAG++ course: Hybrid search with Weaviate
Weights & Biases Intermediate 1y ago
RAG++ course: 4 key techniques for query enhancement
RAG & Vector Search
RAG++ course: 4 key techniques for query enhancement
Weights & Biases Intermediate 1y ago
Day 18 : How to Use Pinecone Vector Database with Langchain | PDF Search Example
RAG & Vector Search
Day 18 : How to Use Pinecone Vector Database with Langchain | PDF Search Example
DataSciLearn 📊 Intermediate 1y ago
Day 17: Vector Database ChromaDB in Langchain | Generative AI Course
RAG & Vector Search
Day 17: Vector Database ChromaDB in Langchain | Generative AI Course
DataSciLearn 📊 Intermediate 1y ago
Extremal Set Theory: Sperner's Theorem
RAG & Vector Search
Extremal Set Theory: Sperner's Theorem
MIT OpenCourseWare Intermediate 1y ago
Lower Bounds to Ramsey Numbers
RAG & Vector Search
Lower Bounds to Ramsey Numbers
MIT OpenCourseWare Intermediate 1y ago
Threshold for a Random Graph to Contain a Triangle
RAG & Vector Search
Threshold for a Random Graph to Contain a Triangle
MIT OpenCourseWare Intermediate 1y ago
Independent Sets and Turán's Theorem
RAG & Vector Search ⚡ AI Lesson
Independent Sets and Turán's Theorem
MIT OpenCourseWare Intermediate 1y ago
HyDE(Hypothetical Document Embeddings)
RAG & Vector Search ⚡ AI Lesson
HyDE(Hypothetical Document Embeddings)
Analytics Vidhya Intermediate 1y ago
Incomplete Problem & Solution
RAG & Vector Search
Incomplete Problem & Solution
Analytics Vidhya Intermediate 1y ago
Hands on - Solution for Wrong Format
RAG & Vector Search ⚡ AI Lesson
Hands on - Solution for Wrong Format
Analytics Vidhya Intermediate 1y ago
Wrong Format Problem & Solution
RAG & Vector Search
Wrong Format Problem & Solution
Analytics Vidhya Intermediate 1y ago
Hands-on Solution for Missed Top Ranked, Not in Context, Not Extracted & Incorrect Specificity
RAG & Vector Search ⚡ AI Lesson
Hands-on Solution for Missed Top Ranked, Not in Context, Not Extracted & Incorrect Specificity
Analytics Vidhya Intermediate 1y ago
Practical Solutions
RAG & Vector Search
Practical Solutions
Analytics Vidhya Intermediate 1y ago
Other Key Challenges
RAG & Vector Search ⚡ AI Lesson
Other Key Challenges
Analytics Vidhya Intermediate 1y ago
Hands on Solution for Missing Content in RAG
RAG & Vector Search
Hands on Solution for Missing Content in RAG
Analytics Vidhya Intermediate 1y ago
RAG System Challenges & Practical Solutions
RAG & Vector Search
RAG System Challenges & Practical Solutions
Analytics Vidhya Intermediate 1y ago
Embeddings for AI/ML and RAG apps
RAG & Vector Search
Embeddings for AI/ML and RAG apps
Google Cloud Tech Intermediate 1y ago
Introduction to RAG Systems
RAG & Vector Search
Introduction to RAG Systems
Analytics Vidhya Intermediate 1y ago
Day 16 : How to Use Faiss for Fast Document Search in Langchain
RAG & Vector Search
Day 16 : How to Use Faiss for Fast Document Search in Langchain
DataSciLearn 📊 Intermediate 1y ago
Day 14 What Are Embeddings? | LangChain Embeddings with Google & Ollama Models | DataSciLearn
RAG & Vector Search
Day 14 What Are Embeddings? | LangChain Embeddings with Google & Ollama Models | DataSciLearn
DataSciLearn 📊 Intermediate 1y ago
Lecture 14: Dynamic Competition, Part 1
RAG & Vector Search
Lecture 14: Dynamic Competition, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 10: Search, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 10: Search, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 03: Price Discrimination, Part 1
RAG & Vector Search
Lecture 03: Price Discrimination, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 24: Advertising
RAG & Vector Search
Lecture 24: Advertising
MIT OpenCourseWare Intermediate 1y ago
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Membangun Agen AI dengan Database Enterprise
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Membangun Agen AI dengan Database Enterprise
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Create a RAG Application with BigQuery
📚 External: Coursera ↗
Self-paced
Create a RAG Application with BigQuery
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Build AI Agents with Enterprise Databases
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Build AI Agents with Enterprise Databases
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Vector Search ve Yerleştirmeler
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Self-paced
Vector Search ve Yerleştirmeler
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AI Enhancement with Knowledge Graphs - Mastering RAG Systems
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Self-paced
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Opens on Coursera ↗
Launching Your Vector Database Career
📚 External: Coursera ↗
Self-paced
Launching Your Vector Database Career
Opens on Coursera ↗