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
Best practices when migrating from Amazon ECS with EC2 to AWS Fargate - AWS Online Tech Talks
RAG & Vector Search
Best practices when migrating from Amazon ECS with EC2 to AWS Fargate - AWS Online Tech Talks
AWS Developers Intermediate 2y ago
Building a coordinated response to a DDoS event with AWS security services- AWS Online Tech Talks
RAG & Vector Search
Building a coordinated response to a DDoS event with AWS security services- AWS Online Tech Talks
AWS Developers Intermediate 2y ago
How To Grow Your Product In Turbulent Times
RAG & Vector Search ⚡ AI Lesson
How To Grow Your Product In Turbulent Times
a16z Intermediate 2y ago
LangChain x Pinecone: Supercharging Llama-2 with RAG
RAG & Vector Search ⚡ AI Lesson
LangChain x Pinecone: Supercharging Llama-2 with RAG
LangChain Intermediate 2y ago
Create a Contextual Chatbot with LLM a Vector Database in 10 Minutes // Raahul Dutta // LLMs Part 2
RAG & Vector Search
Create a Contextual Chatbot with LLM a Vector Database in 10 Minutes // Raahul Dutta // LLMs Part 2
MLOps.community Intermediate 2y ago
Rip Drag: Eliminate Your GUI File Manager Again!
RAG & Vector Search
Rip Drag: Eliminate Your GUI File Manager Again!
Brodie Robertson Intermediate 2y ago
How to Stop Overplanning | The Science of Tiny Starts and Massive Growth
RAG & Vector Search
How to Stop Overplanning | The Science of Tiny Starts and Massive Growth
Evan Carmichael Intermediate 2y ago
Day 21 Empowering the future | Coding and Problem Solving in School
RAG & Vector Search
Day 21 Empowering the future | Coding and Problem Solving in School
GeeksforGeeks Intermediate 2y ago
Luis Lopez   ITS LIVE: Jupyter and cloud native formats to map climate change  | JupyterCon 2023
RAG & Vector Search
Luis Lopez ITS LIVE: Jupyter and cloud native formats to map climate change | JupyterCon 2023
JupyterCon Intermediate 2y ago
Stephen Macke   IPyflow: Supercharging Jupyter with Dataflow Awareness | JupyterCon 2023
RAG & Vector Search
Stephen Macke IPyflow: Supercharging Jupyter with Dataflow Awareness | JupyterCon 2023
JupyterCon Intermediate 2y ago
Why Developers Need Vector Search
RAG & Vector Search
Why Developers Need Vector Search
The New Stack Intermediate 2y ago
LangChain: Chat with Your Data by DeepLearning.AI Now Available
RAG & Vector Search
LangChain: Chat with Your Data by DeepLearning.AI Now Available
DeepLearningAI Intermediate 2y ago
Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con
RAG & Vector Search
Embeddings and Retrieval for LLMs: Techniques and Challenges // Anton Troynikov // LLMs in Prod Con
MLOps.community Intermediate 2y ago
Knowledge Base Creation: First Semantic Search Engine Patent #topicalauthority #seocourse #seo
RAG & Vector Search
Knowledge Base Creation: First Semantic Search Engine Patent #topicalauthority #seocourse #seo
Koray Tuğberk GÜBÜR Intermediate 2y ago
Embedchain - NEW 🔥 Langchain BABY to build LLM Bots!!!
RAG & Vector Search
Embedchain - NEW 🔥 Langchain BABY to build LLM Bots!!!
1littlecoder Intermediate 2y ago
Destination not working: Google Ads Help
RAG & Vector Search
Destination not working: Google Ads Help
Google Ads Intermediate 2y ago
Future-Proofing Pathways to Employment - Coursera Conference 2023
RAG & Vector Search
Future-Proofing Pathways to Employment - Coursera Conference 2023
Coursera Intermediate 2y ago
The Ultimate How-To for Faceted Navigation SEO in E-commerce [MozCon 2021] — Luke Carthy
RAG & Vector Search
The Ultimate How-To for Faceted Navigation SEO in E-commerce [MozCon 2021] — Luke Carthy
Moz Intermediate 2y ago
The Fast & The Spurious: Core Web Vitals & SEO [MozCon 2021] — Tom Capper
RAG & Vector Search
The Fast & The Spurious: Core Web Vitals & SEO [MozCon 2021] — Tom Capper
Moz Intermediate 2y ago
LlamaIndex Webinar: Active Retrieval Augmented Generation
RAG & Vector Search
LlamaIndex Webinar: Active Retrieval Augmented Generation
LlamaIndex Intermediate 2y ago
Generative AI: What's Ahead for Enterprises?
RAG & Vector Search
Generative AI: What's Ahead for Enterprises?
The New Stack Intermediate 2y ago
Improve responsive patient service with Google AI
RAG & Vector Search
Improve responsive patient service with Google AI
Google Cloud Intermediate 2y ago
Improve customer service with generative AI
RAG & Vector Search
Improve customer service with generative AI
Google Cloud Intermediate 2y ago
How to Achieve Higher Awareness | Wayne Dyer's Insight in 18 Minutes
RAG & Vector Search
How to Achieve Higher Awareness | Wayne Dyer's Insight in 18 Minutes
Evan Carmichael Intermediate 2y ago
Job Seekers on LinkedIn Need to Know These 8 Things
RAG & Vector Search
Job Seekers on LinkedIn Need to Know These 8 Things
Jeff Su Intermediate 2y ago
type(obj) vs. obj.__class__ in Python, and changing an object's class.
RAG & Vector Search
type(obj) vs. obj.__class__ in Python, and changing an object's class.
mCoding Intermediate 2y ago
Can Vending Machines Make You Rich?
RAG & Vector Search
Can Vending Machines Make You Rich?
The Hustle Intermediate 2y ago
Why YOUR Opinion doesn't matter!
RAG & Vector Search ⚡ AI Lesson
Why YOUR Opinion doesn't matter!
The Futur Intermediate 2y ago
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
RAG & Vector Search
Visualization: Integrate Enterprise Data into ChatGPT's Prompt
Discover AI Intermediate 2y ago
The Economics of Vending Machines | Hustlenomics
RAG & Vector Search
The Economics of Vending Machines | Hustlenomics
The Hustle Intermediate 2y ago
Data Parallelism Using PyTorch DDP | NVAITC Webinar
RAG & Vector Search ⚡ AI Lesson
Data Parallelism Using PyTorch DDP | NVAITC Webinar
NVIDIA Developer Intermediate 2y ago
How to Lie with Statistics Pt.1
RAG & Vector Search ⚡ AI Lesson
How to Lie with Statistics Pt.1
Rob Mulla Intermediate 2y ago
Will Software Engineers Survive Against AI?
RAG & Vector Search
Will Software Engineers Survive Against AI?
Jean Lee Intermediate 2y ago
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
RAG & Vector Search ⚡ AI Lesson
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
Sam Witteveen Intermediate 3y ago
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
RAG & Vector Search
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
Liam Ottley Intermediate 3y ago
Resume Glow-Up: Highlighting Your Transferable Skills
RAG & Vector Search ⚡ AI Lesson
Resume Glow-Up: Highlighting Your Transferable Skills
SANS Institute Intermediate 3y ago
The Biggest Misconception about Embeddings
RAG & Vector Search
The Biggest Misconception about Embeddings
ritvikmath Intermediate 3y ago
Airrack Answers the Web's Most Searched Questions | WIRED
RAG & Vector Search
Airrack Answers the Web's Most Searched Questions | WIRED
WIRED Intermediate 3y ago
How to check whether a file exists in Python
RAG & Vector Search ⚡ AI Lesson
How to check whether a file exists in Python
mCoding Intermediate 3y ago
Teaching with MIT OpenCourseWare: Case Studies from Nigeria
RAG & Vector Search ⚡ AI Lesson
Teaching with MIT OpenCourseWare: Case Studies from Nigeria
MIT OpenCourseWare Intermediate 3y ago
Jack Fitzsimons   Eyes off data science: a transparently opaque framework for data processing | Jupy
RAG & Vector Search
Jack Fitzsimons Eyes off data science: a transparently opaque framework for data processing | Jupy
JupyterCon Intermediate 2y ago
Getting Started with Amazon Aurora I/O-Optimized - AWS Databases in 15
RAG & Vector Search
Getting Started with Amazon Aurora I/O-Optimized - AWS Databases in 15
AWS Developers Intermediate 2y ago
Easily upload and manage Amazon S3 files in a Next.js web app with AWS Amplify-AWS Online Tech Talks
RAG & Vector Search
Easily upload and manage Amazon S3 files in a Next.js web app with AWS Amplify-AWS Online Tech Talks
AWS Developers Intermediate 2y ago
Getting Started with Amazon DocumentDB (with MongoDB compatibility) 5.0 features
RAG & Vector Search
Getting Started with Amazon DocumentDB (with MongoDB compatibility) 5.0 features
AWS Developers Intermediate 2y ago
Mastering 3 Click + Engagement Signals for Higher Rankings/Traffic [MozCon 2021] — Cyrus Shepard
RAG & Vector Search
Mastering 3 Click + Engagement Signals for Higher Rankings/Traffic [MozCon 2021] — Cyrus Shepard
Moz Intermediate 2y ago
Set A New Standard For Yourself! | Evan Carmichael | #Shorts
RAG & Vector Search
Set A New Standard For Yourself! | Evan Carmichael | #Shorts
Evan Carmichael Intermediate 2y ago
Transform Your Good Life to Great with This Morning Routine!
RAG & Vector Search
Transform Your Good Life to Great with This Morning Routine!
Evan Carmichael Intermediate 3y ago
How to use Amazon S3 Batch Operations
RAG & Vector Search ⚡ AI Lesson
How to use Amazon S3 Batch Operations
AWS Developers Intermediate 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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ERPO: A Civil Approach to Gun Violence Prevention Teach-Out
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Self-paced
ERPO: A Civil Approach to Gun Violence Prevention Teach-Out
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Building Retrieval-Augmented Systems & Knowledge Graphs
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Self-paced
Building Retrieval-Augmented Systems & Knowledge Graphs
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Deploy a Website with Netlify
📚 Coursera Course ↗
Self-paced
Deploy a Website with Netlify
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APIs Explorer: Qwik Start
📚 Coursera Course ↗
Self-paced
APIs Explorer: Qwik Start
Opens on Coursera ↗
Android App Components - Intents, Activities, and Broadcast Receivers
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Self-paced
Android App Components - Intents, Activities, and Broadcast Receivers
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Snowflake - Intermediate Course
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Self-paced
Snowflake - Intermediate Course
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