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
AutoLLM: Ship RAG based LLM Apps and API in Seconds
RAG & Vector Search ⚡ AI Lesson
AutoLLM: Ship RAG based LLM Apps and API in Seconds
AI Anytime Intermediate 2y ago
Supabase Vector: The Postgres Vector database: Paul Copplestone
RAG & Vector Search
Supabase Vector: The Postgres Vector database: Paul Copplestone
AI Engineer Intermediate 2y ago
Actually, you CAN divide by zero.
RAG & Vector Search ⚡ AI Lesson
Actually, you CAN divide by zero.
mCoding Beginner 2y ago
False Starts and Dead Ends: Building a Retrieval Augmented Generation System // Wes Ladd // LLMs III
RAG & Vector Search
False Starts and Dead Ends: Building a Retrieval Augmented Generation System // Wes Ladd // LLMs III
MLOps.community Intermediate 2y ago
LLMs in Practice: A Guide to Recent Trends and Techniques
RAG & Vector Search ⚡ AI Lesson
LLMs in Practice: A Guide to Recent Trends and Techniques
Outerbounds Beginner 2y ago
Production Systems with Generative AI (LLMs, RAG, & Fine-Tuning: An Interactive Guided Tour Part 0)
RAG & Vector Search ⚡ AI Lesson
Production Systems with Generative AI (LLMs, RAG, & Fine-Tuning: An Interactive Guided Tour Part 0)
Outerbounds Beginner 2y ago
BERT: How to construct input embeddings? #deeplearning #machinelearning
RAG & Vector Search ⚡ AI Lesson
BERT: How to construct input embeddings? #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Sumegha Lazarus, SGM & Head - Content and Digital Learning, Reliance Industries Limited
RAG & Vector Search
Sumegha Lazarus, SGM & Head - Content and Digital Learning, Reliance Industries Limited
Coursera Beginner 2y ago
Dr. C. Jayakumar, EVP and Head of Corporate HR (CHRO), Larsen & Toubro
RAG & Vector Search
Dr. C. Jayakumar, EVP and Head of Corporate HR (CHRO), Larsen & Toubro
Coursera Beginner 2y ago
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! 🤯
RAG & Vector Search
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! 🤯
Mervin Praison Beginner 2y ago
Amazon Bedrock Technical Updates
RAG & Vector Search
Amazon Bedrock Technical Updates
My experiences on the IT "Battlefield" Intermediate 2y ago
New in Chrome 119: cookies expiration limit updated, CSS updates, & fenced frames improvements!
RAG & Vector Search ⚡ AI Lesson
New in Chrome 119: cookies expiration limit updated, CSS updates, & fenced frames improvements!
Chrome for Developers Intermediate 2y ago
Maximize SEO Impact with Semantic Search: One Template for Multiple Entities #seo
RAG & Vector Search
Maximize SEO Impact with Semantic Search: One Template for Multiple Entities #seo
Koray Tuğberk GÜBÜR Beginner 2y ago
【World of Horror】 Trying out the FULL RELEASE of this addictive horror roguelite!
RAG & Vector Search
【World of Horror】 Trying out the FULL RELEASE of this addictive horror roguelite!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The Revolution of Semantic SEO: Indexing Passages for Questions #searchengineoptimization #seo
RAG & Vector Search
The Revolution of Semantic SEO: Indexing Passages for Questions #searchengineoptimization #seo
Koray Tuğberk GÜBÜR Beginner 2y ago
LangChain Multi-Query Retriever for RAG
RAG & Vector Search
LangChain Multi-Query Retriever for RAG
James Briggs Beginner 2y ago
RAG Implementation using Zephyr 7B Beta LLM: Is this the best 7B LLM?
RAG & Vector Search ⚡ AI Lesson
RAG Implementation using Zephyr 7B Beta LLM: Is this the best 7B LLM?
AI Anytime Beginner 2y ago
LLM Project | End to End Gen AI Project Using LangChain, Google Palm In Ed-Tech Industry
RAG & Vector Search
LLM Project | End to End Gen AI Project Using LangChain, Google Palm In Ed-Tech Industry
codebasics Beginner 2y ago
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
RAG & Vector Search ⚡ AI Lesson
Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
Sam Witteveen Beginner 2y ago
Lightning Talk: Profiling and Memory Debugging Tools for Distributed ML Workloads on GPUs- Aaron Shi
RAG & Vector Search
Lightning Talk: Profiling and Memory Debugging Tools for Distributed ML Workloads on GPUs- Aaron Shi
PyTorch Beginner 2y ago
LightningTalk: MultiRay: An Accelerated Embedding Service for Content... - Michael Gschwind
RAG & Vector Search
LightningTalk: MultiRay: An Accelerated Embedding Service for Content... - Michael Gschwind
PyTorch Advanced 2y ago
How to use LangChain for RAG over audio files
RAG & Vector Search
How to use LangChain for RAG over audio files
AssemblyAI Beginner 2y ago
Polina Marinova Pompliano: Going all In on  The Profile - EP 109
RAG & Vector Search
Polina Marinova Pompliano: Going all In on The Profile - EP 109
Copyblogger Beginner 2y ago
Webflow Masterclass 4.0: Learn the newest features by building projects
RAG & Vector Search
Webflow Masterclass 4.0: Learn the newest features by building projects
Flux Academy Beginner 2y ago
Unlocking Real-World LLM Use Cases // Hamsa Buvaraghan // LLMs in Prod Con Part III Lightning Talk 5
RAG & Vector Search
Unlocking Real-World LLM Use Cases // Hamsa Buvaraghan // LLMs in Prod Con Part III Lightning Talk 5
MLOps.community Intermediate 2y ago
Lecture 22: Free Energy-Composition Diagrams, General Case
RAG & Vector Search
Lecture 22: Free Energy-Composition Diagrams, General Case
MIT OpenCourseWare Intermediate 2y ago
Supplemental Video: The Lever Rule
RAG & Vector Search
Supplemental Video: The Lever Rule
MIT OpenCourseWare Intermediate 2y ago
You Need to FIGURE OUT How to MAKE MONEY! | Evan Carmichael Advice
RAG & Vector Search
You Need to FIGURE OUT How to MAKE MONEY! | Evan Carmichael Advice
Evan Carmichael Intermediate 2y ago
AI Critique with SELF-REFLECTION 🤯 (powered RAG)!!!
RAG & Vector Search
AI Critique with SELF-REFLECTION 🤯 (powered RAG)!!!
1littlecoder Intermediate 2y ago
SAP partners with Google Cloud to optimize cost and build for AI
RAG & Vector Search
SAP partners with Google Cloud to optimize cost and build for AI
Google Cloud Beginner 2y ago
Hitting OpenAI and Other Vendor APIs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 1)
RAG & Vector Search ⚡ AI Lesson
Hitting OpenAI and Other Vendor APIs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 1)
Outerbounds Beginner 2y ago
Working with OSS LLMs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 2)
RAG & Vector Search ⚡ AI Lesson
Working with OSS LLMs (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 2)
Outerbounds Beginner 2y ago
Better Relevancy with RAG (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 3)
RAG & Vector Search ⚡ AI Lesson
Better Relevancy with RAG (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 3)
Outerbounds Beginner 2y ago
Building Live Production Systems with RAG (LLMs & RAG: An Interactive Guided Tour Part 4)
RAG & Vector Search ⚡ AI Lesson
Building Live Production Systems with RAG (LLMs & RAG: An Interactive Guided Tour Part 4)
Outerbounds Beginner 2y ago
A Custom Fine-Tuned LLM in Action (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 5)
RAG & Vector Search ⚡ AI Lesson
A Custom Fine-Tuned LLM in Action (LLMs, RAG, and Fine-Tuning: An Interactive Guided Tour Part 5)
Outerbounds Beginner 2y ago
Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder)
RAG & Vector Search ⚡ AI Lesson
Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder)
AI Anytime Beginner 2y ago
Lecture 16: Partial Molar Properties
RAG & Vector Search
Lecture 16: Partial Molar Properties
MIT OpenCourseWare Intermediate 2y ago
Lecture 14: Reacting Gas Mixtures at Equilibrium
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Reacting Gas Mixtures at Equilibrium
MIT OpenCourseWare Intermediate 2y ago
Lecture 10: Introduction to Unary Phase Transformations
RAG & Vector Search
Lecture 10: Introduction to Unary Phase Transformations
MIT OpenCourseWare Beginner 2y ago
Lecture 19: Regular Solution Models and Stability
RAG & Vector Search
Lecture 19: Regular Solution Models and Stability
MIT OpenCourseWare Beginner 2y ago
Lecture 32: Case Study - Reacting, Multi-component, Multi-phase Systems
RAG & Vector Search
Lecture 32: Case Study - Reacting, Multi-component, Multi-phase Systems
MIT OpenCourseWare Intermediate 2y ago
Lecture 17: Solution Models - Ideal, Dilute, and Regular
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Solution Models - Ideal, Dilute, and Regular
MIT OpenCourseWare Intermediate 2y ago
Supplemental Video: The Three Dees of Thermodynamics
RAG & Vector Search
Supplemental Video: The Three Dees of Thermodynamics
MIT OpenCourseWare Intermediate 2y ago
Lecture 3: Process Variables and the First Law
RAG & Vector Search
Lecture 3: Process Variables and the First Law
MIT OpenCourseWare Beginner 2y ago
Lec27: Sociobiology and culture
RAG & Vector Search
Lec27: Sociobiology and culture
MIT OpenCourseWare Intermediate 2y ago
Lec26: Critique of cultural determinism
RAG & Vector Search
Lec26: Critique of cultural determinism
MIT OpenCourseWare Intermediate 2y ago
Lec17: Anti-predator behavior
RAG & Vector Search
Lec17: Anti-predator behavior
MIT OpenCourseWare Intermediate 2y ago
Lec14: Communication and Meerkats of the Kalahari Desert, part 1
RAG & Vector Search
Lec14: Communication and Meerkats of the Kalahari Desert, part 1
MIT OpenCourseWare Beginner 2y ago
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Utilize LinkedIn for Career Search
📚 External: Coursera ↗
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera ↗
Applied Generative AI & NLP with Python
📚 External: Coursera ↗
Self-paced
Applied Generative AI & NLP with Python
Opens on Coursera ↗
Master Retrieval-Augmented Generation (RAG) Systems
📚 External: Coursera ↗
Self-paced
Master Retrieval-Augmented Generation (RAG) Systems
Opens on Coursera ↗
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
📚 External: Coursera ↗
Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Opens on Coursera ↗
Unlock Multimodal Search
📚 External: Coursera ↗
Self-paced
Unlock Multimodal Search
Opens on Coursera ↗
LangChain Chat with Your Data
📚 External: Coursera ↗
Self-paced
LangChain Chat with Your Data
Opens on Coursera ↗