Core AI

RAG & Vector Search

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

5,068
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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Intro to async Python | Writing a Web Crawler
RAG & Vector Search
Intro to async Python | Writing a Web Crawler
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RAG & Vector Search
【SKYRIM】 Where am I...?? Where is Faendal???
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This Low Effort Social Strategy Brings in a Ton of ROI
RAG & Vector Search
This Low Effort Social Strategy Brings in a Ton of ROI
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RAG & Vector Search
The 4 Super Skills That Give Introverts an Edge Over Everyone
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#124 Using AI to Improve Data Quality in Healthcare (with Nate Fox and Sunna Jo)
RAG & Vector Search
#124 Using AI to Improve Data Quality in Healthcare (with Nate Fox and Sunna Jo)
DataCamp Intermediate 3y ago
【Penumbra Overture】 You Are Trapped in a Cave With 10,000,000 Spiders and You Can't Pet the Dog
RAG & Vector Search ⚡ AI Lesson
【Penumbra Overture】 You Are Trapped in a Cave With 10,000,000 Spiders and You Can't Pet the Dog
Ceres Fauna Ch. hololive-EN Beginner 3y ago
An Introduction to Natural Language Processing | DataHour by Sankalp Jain
RAG & Vector Search
An Introduction to Natural Language Processing | DataHour by Sankalp Jain
Analytics Vidhya Beginner 3y ago
Extending Python's Number hierarchy
RAG & Vector Search
Extending Python's Number hierarchy
mCoding Beginner 3y ago
Lecture 4: Morphology, Part 3
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Morphology, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 5: Phonetics, Part 1
RAG & Vector Search
Lecture 5: Phonetics, Part 1
MIT OpenCourseWare Beginner 3y ago
Yoga To Reduce Stress | 30 Min Slow Flow - Relaxing Stretches + Savasana
RAG & Vector Search
Yoga To Reduce Stress | 30 Min Slow Flow - Relaxing Stretches + Savasana
Jess Yoga Intermediate 3y ago
Books to read in 2023 recommended by AI creators
RAG & Vector Search
Books to read in 2023 recommended by AI creators
AssemblyAI Beginner 3y ago
My Mood Board Process In-Depth
RAG & Vector Search
My Mood Board Process In-Depth
Flux Academy Beginner 3y ago
Why To Choose Data Science As A Career In 2023?
RAG & Vector Search
Why To Choose Data Science As A Career In 2023?
Krish Naik Intermediate 3y ago
The doors to opportunity are always open. 🚪🚶‍♀️🚶
RAG & Vector Search
The doors to opportunity are always open. 🚪🚶‍♀️🚶
Coursera Beginner 3y ago
How to Stay Focused | MARIE FORLEO’s Rules for Success in 47 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Stay Focused | MARIE FORLEO’s Rules for Success in 47 Minutes
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Generative AI for Creative Work by @1littlecoder
RAG & Vector Search
Generative AI for Creative Work by @1littlecoder
AssemblyAI Beginner 3y ago
OpenAI's New GPT 3.5 Embedding Model for Semantic Search
RAG & Vector Search
OpenAI's New GPT 3.5 Embedding Model for Semantic Search
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RAG & Vector Search
Jamie Carragher: The Untold Story of Liverpool Legend That Pushed Himself Too Far | E206
The Diary Of A CEO Beginner 3y ago
TensorFlow Recommenders Addons
RAG & Vector Search ⚡ AI Lesson
TensorFlow Recommenders Addons
TensorFlow Intermediate 3y ago
Open Source Generative AI in Question-Answering (NLP) using Python
RAG & Vector Search
Open Source Generative AI in Question-Answering (NLP) using Python
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Adding Human Intelligence to ML models with Human learn - Tools to Improve Training Data
RAG & Vector Search
Adding Human Intelligence to ML models with Human learn - Tools to Improve Training Data
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Iterating on your data with doubtlab - Tools to Improve Training Data
RAG & Vector Search
Iterating on your data with doubtlab - Tools to Improve Training Data
Cohere Beginner 3y ago
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RAG & Vector Search ⚡ AI Lesson
An Empathetic AI for Healthcare | DataHour by Amarjeet Kaur
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Yoga Flow For Mobility | 25 Min Full Body Stretch - Mindful Movement
RAG & Vector Search
Yoga Flow For Mobility | 25 Min Full Body Stretch - Mindful Movement
Jess Yoga Intermediate 3y ago
Lecture 8: Phonology, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 8: Phonology, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 16: Syntax, Part 6
RAG & Vector Search
Lecture 16: Syntax, Part 6
MIT OpenCourseWare Beginner 3y ago
Lecture 19: Semantics, Part 3
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Semantics, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 18: Semantics, Part 2
RAG & Vector Search
Lecture 18: Semantics, Part 2
MIT OpenCourseWare Beginner 3y ago
Lecture 10: Phonology, Part 3
RAG & Vector Search
Lecture 10: Phonology, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 25: Language Acquisition
RAG & Vector Search
Lecture 25: Language Acquisition
MIT OpenCourseWare Beginner 3y ago
Lecture 11: Syntax, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Syntax, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 14: Syntax, Part 4
RAG & Vector Search
Lecture 14: Syntax, Part 4
MIT OpenCourseWare Beginner 3y ago
Lecture 21: Semantics, Part 5
RAG & Vector Search
Lecture 21: Semantics, Part 5
MIT OpenCourseWare Beginner 3y ago
Lecture 15: Syntax, Part 5
RAG & Vector Search
Lecture 15: Syntax, Part 5
MIT OpenCourseWare Beginner 3y ago
Lecture 20: Semantics, Part 4
RAG & Vector Search ⚡ AI Lesson
Lecture 20: Semantics, Part 4
MIT OpenCourseWare Beginner 3y ago
How to Analyze Cloud Based Datasets Locally with Python
RAG & Vector Search
How to Analyze Cloud Based Datasets Locally with Python
AssemblyAI Beginner 3y ago
What is Your Favorite ML Library? Answered by @SumanthP
RAG & Vector Search
What is Your Favorite ML Library? Answered by @SumanthP
AssemblyAI Beginner 3y ago
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RAG & Vector Search ⚡ AI Lesson
What is the Hardest Part about Working in AI with @samzee_codes
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RAG & Vector Search
Sentiment Analysis in DataSpell with @JetBrainsTV
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RAG & Vector Search
Quick and Free Ways to Deploy ML Apps with @patloeber
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RAG & Vector Search
What are @HuggingFace Model Cards?
AssemblyAI Beginner 3y ago
Powerful ROUTINE and HABITS to Become More PRODUCTIVE TODAY! | Andrew Huberman | Top 10 Rules
RAG & Vector Search
Powerful ROUTINE and HABITS to Become More PRODUCTIVE TODAY! | Andrew Huberman | Top 10 Rules
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RAG & Vector Search
What @SophiaYangAI is most excited of in 2023?
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RAG & Vector Search ⚡ AI Lesson
How to Integrate Community Components to Streamlit Apps with @andfanilo
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RAG & Vector Search
AssemblyAI Winter Hackathon Winners
AssemblyAI Beginner 3y ago
Guest lecture (2022): Unmaking and remaking community (part 1)
RAG & Vector Search
Guest lecture (2022): Unmaking and remaking community (part 1)
MIT OpenCourseWare Beginner 3y ago
Unlock Your Dark Side | The POWERFUL TRUTH About New Beginnings
RAG & Vector Search
Unlock Your Dark Side | The POWERFUL TRUTH About New Beginnings
Evan Carmichael Beginner 3y ago
📚 Continue on Coursera External links · Free to audit
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AI Enhancement with Knowledge Graphs - Mastering RAG Systems
📚 External: Coursera ↗
Self-paced
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Opens on Coursera ↗
RAG Systems & Agentic Workflows with Pinecone and LangGraph
📚 External: Coursera ↗
Self-paced
RAG Systems & Agentic Workflows with Pinecone and LangGraph
Opens on Coursera ↗
Understanding Fitness Programming
📚 External: Coursera ↗
Self-paced
Understanding Fitness Programming
Opens on Coursera ↗
Query Weaviate Smartly
📚 External: Coursera ↗
Self-paced
Query Weaviate Smartly
Opens on Coursera ↗
Preprocessing Unstructured Data for LLMs and RAG Systems
📚 External: Coursera ↗
Self-paced
Preprocessing Unstructured Data for LLMs and RAG Systems
Opens on Coursera ↗
Advanced Retrieval for AI with Chroma
📚 External: Coursera ↗
Self-paced
Advanced Retrieval for AI with Chroma
Opens on Coursera ↗