Core AI

RAG & Vector Search

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

5,273
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
My minimalist travel organization system
RAG & Vector Search
My minimalist travel organization system
Matt D'Avella Intermediate 1y ago
Session 2: Hypotheticals
RAG & Vector Search ⚡ AI Lesson
Session 2: Hypotheticals
MIT OpenCourseWare Intermediate 1y ago
Session 4: Do You Really See Yourself as a Facilitative Leader?
RAG & Vector Search
Session 4: Do You Really See Yourself as a Facilitative Leader?
MIT OpenCourseWare Intermediate 1y ago
Grow your AI agency: How to get new customers | Voiceflow Workshop Event
RAG & Vector Search
Grow your AI agency: How to get new customers | Voiceflow Workshop Event
Voiceflow Intermediate 1y ago
How Azure Databricks Customers Unlock Value with Microsoft Power BI & the Data Intelligence Platform
RAG & Vector Search ⚡ AI Lesson
How Azure Databricks Customers Unlock Value with Microsoft Power BI & the Data Intelligence Platform
Databricks Intermediate 1y ago
Why Jordan Belfort's Communication Skills Crush Every Other Sales Strategy
RAG & Vector Search
Why Jordan Belfort's Communication Skills Crush Every Other Sales Strategy
Evan Carmichael Intermediate 1y ago
Average Person Attempts The Viral Ashton Hall Morning Routine | Business Insider
RAG & Vector Search
Average Person Attempts The Viral Ashton Hall Morning Routine | Business Insider
Business Insider Intermediate 1y ago
LinkedIn Ads - Beta Feature: Buyer Groups
RAG & Vector Search ⚡ AI Lesson
LinkedIn Ads - Beta Feature: Buyer Groups
Influent Social Intermediate 1y ago
Vector-enabled databases: unlock semantic search!
RAG & Vector Search
Vector-enabled databases: unlock semantic search!
Google Cloud Intermediate 1y ago
AI Dev 25 | Krishna Sridhar: Shifting Paradigms—The Move of AI's Center of Gravity to Edge Devices
RAG & Vector Search
AI Dev 25 | Krishna Sridhar: Shifting Paradigms—The Move of AI's Center of Gravity to Edge Devices
DeepLearningAI Intermediate 1y ago
Epic Gaming Fun… or Total Rage?! 🤯😂
RAG & Vector Search
Epic Gaming Fun… or Total Rage?! 🤯😂
VeeFriends Cartoons Intermediate 1y ago
Life Changing LESSONS You Need to Learn Before It's TOO LATE!
RAG & Vector Search
Life Changing LESSONS You Need to Learn Before It's TOO LATE!
Evan Carmichael Intermediate 1y ago
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
RAG & Vector Search
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
Google Cloud Intermediate 1y ago
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
RAG & Vector Search
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
Analytics Vidhya Intermediate 1y ago
3 Must-Know Open-Source RAG Frameworks
RAG & Vector Search ⚡ AI Lesson
3 Must-Know Open-Source RAG Frameworks
Analytics Vidhya Intermediate 1y ago
Using Open Source & Closed Source Embedding Model with Weaviate
RAG & Vector Search
Using Open Source & Closed Source Embedding Model with Weaviate
Data Science Dojo Intermediate 1y ago
Once a pitaya is picked, time is of the essence. #Dragonfruit #Fruit #Foodie
RAG & Vector Search
Once a pitaya is picked, time is of the essence. #Dragonfruit #Fruit #Foodie
Business Insider Intermediate 1y ago
Competition Gets INTENSE!⚡| VeeFriends 🐈‍⬛ | Full Episodes
RAG & Vector Search
Competition Gets INTENSE!⚡| VeeFriends 🐈‍⬛ | Full Episodes
VeeFriends Cartoons Intermediate 1y ago
Master Machine Learning: Optimize Model Costs and Performance
RAG & Vector Search
Master Machine Learning: Optimize Model Costs and Performance
Data Science Dojo Intermediate 1y ago
How to Build Your MBA Profile in 2 Months!
RAG & Vector Search
How to Build Your MBA Profile in 2 Months!
Full Disclosure Intermediate 1y ago
🧠 Problem: Too much data for embedding? 🤯🧩 Solution: Chunk your data! ✂️
RAG & Vector Search
🧠 Problem: Too much data for embedding? 🤯🧩 Solution: Chunk your data! ✂️
Google Cloud Tech Intermediate 1y ago
Roadmap to become Data scientist in 2025  Episode#02 -Podcast with AI Coach John
RAG & Vector Search
Roadmap to become Data scientist in 2025 Episode#02 -Podcast with AI Coach John
AI Coach John (Tamil) Intermediate 1y ago
Disney Got Sued Over Frozen?! ❄️⚖️   #shorts
RAG & Vector Search
Disney Got Sued Over Frozen?! ❄️⚖️ #shorts
Jacky Chou from Indexsy Intermediate 1y ago
Patagonia’s Shocking Anti-Black Friday Ad! 🧥❌    #shorts
RAG & Vector Search
Patagonia’s Shocking Anti-Black Friday Ad! 🧥❌ #shorts
Jacky Chou from Indexsy Intermediate 1y ago
3 Link Building Strategies That Actually Work in 2025 (With Real Examples)
4:34
RAG & Vector Search ⚡ AI Lesson
3 Link Building Strategies That Actually Work in 2025 (With Real Examples)
Randy The News Guy Intermediate 1y ago
How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
RAG & Vector Search
How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
Dave Ebbelaar Intermediate 1y ago
I encourage you master this coding skill that will make you stand out as a software developer.
RAG & Vector Search ⚡ AI Lesson
I encourage you master this coding skill that will make you stand out as a software developer.
Tech With Tim Intermediate 1y ago
98% of you will fail in IT job Market in 2025 🤯| Episode#01-Podcast with AI Coach John in Tamil
RAG & Vector Search
98% of you will fail in IT job Market in 2025 🤯| Episode#01-Podcast with AI Coach John in Tamil
AI Coach John (Tamil) Intermediate 1y ago
RAG and the MongoDB Document Model: Ben Flast
RAG & Vector Search ⚡ AI Lesson
RAG and the MongoDB Document Model: Ben Flast
AI Engineer Intermediate 1y ago
[Full Workshop] Llama 3 at 1,000 tok/s on the SambaNova AI Platform
RAG & Vector Search ⚡ AI Lesson
[Full Workshop] Llama 3 at 1,000 tok/s on the SambaNova AI Platform
AI Engineer Intermediate 1y ago
#281 Developing AI Products That Impact Your Business | Venky Veeraraghavan, CPO at DataRobot
RAG & Vector Search ⚡ AI Lesson
#281 Developing AI Products That Impact Your Business | Venky Veeraraghavan, CPO at DataRobot
DataCamp Intermediate 1y ago
SiteRAG - Open Source Chrome Extension for RAG
RAG & Vector Search ⚡ AI Lesson
SiteRAG - Open Source Chrome Extension for RAG
LangChain Intermediate 1y ago
Building Multimodal Search with Milvus: Combining Images and Text for Better Search Results
RAG & Vector Search
Building Multimodal Search with Milvus: Combining Images and Text for Better Search Results
AWS Developers Intermediate 1y ago
End to End Project - RAG on Bhagvat Geeta : Sri Krishna as Your Personal Guide (Re-uploaded)
RAG & Vector Search ⚡ AI Lesson
End to End Project - RAG on Bhagvat Geeta : Sri Krishna as Your Personal Guide (Re-uploaded)
Abheeshth Intermediate 1y ago
Session 1: Concepts and Theories of Facilitative Leadership in the Public Sector
RAG & Vector Search
Session 1: Concepts and Theories of Facilitative Leadership in the Public Sector
MIT OpenCourseWare Intermediate 1y ago
Session 3: Microskills for Facilitative Leaders
RAG & Vector Search
Session 3: Microskills for Facilitative Leaders
MIT OpenCourseWare Intermediate 1y ago
Facilitative Leadership in the Public Sector (Trailer)
RAG & Vector Search
Facilitative Leadership in the Public Sector (Trailer)
MIT OpenCourseWare Intermediate 1y ago
10 POWERFUL Life Lessons from Muhammad Ali! (How to THINK BIG and Win)
RAG & Vector Search ⚡ AI Lesson
10 POWERFUL Life Lessons from Muhammad Ali! (How to THINK BIG and Win)
Evan Carmichael Intermediate 1y ago
Production-grade AI – guaranteed. Launch Enterprise AI solutions in hours with Contextual AI.
RAG & Vector Search
Production-grade AI – guaranteed. Launch Enterprise AI solutions in hours with Contextual AI.
Google Cloud Intermediate 1y ago
Challenges of ML/AI Applications | Vector Databases with Weaviate: Part 3 | Community Webinar
RAG & Vector Search ⚡ AI Lesson
Challenges of ML/AI Applications | Vector Databases with Weaviate: Part 3 | Community Webinar
Data Science Dojo Intermediate 1y ago
AKA Foods: Powering food innovation with Google Cloud
RAG & Vector Search
AKA Foods: Powering food innovation with Google Cloud
Google Cloud Intermediate 1y ago
90 Years, No Excuses - The Mindset That Built a Life of Success and Happiness!
RAG & Vector Search
90 Years, No Excuses - The Mindset That Built a Life of Success and Happiness!
Evan Carmichael Intermediate 1y ago
RAG with BigQuery
RAG & Vector Search
RAG with BigQuery
Google Cloud Intermediate 1y ago
What The Fed's January Announcement Means For Savings Rates | Maximize Your Savings in 2025
RAG & Vector Search
What The Fed's January Announcement Means For Savings Rates | Maximize Your Savings in 2025
Business Insider Intermediate 1y ago
Lecture 3: Continuation of the GKR Protocol and Corollaries
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Continuation of the GKR Protocol and Corollaries
MIT OpenCourseWare Intermediate 1y ago
Lecture 5: The Kilian-Micali Protocol, Part 1
RAG & Vector Search
Lecture 5: The Kilian-Micali Protocol, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 5: The Kilian-Micali Protocol, Part 2
RAG & Vector Search
Lecture 5: The Kilian-Micali Protocol, Part 2
MIT OpenCourseWare Intermediate 1y ago
Unlocking RAG : Revolutionizing Information Retrieval in AI  #ai
RAG & Vector Search
Unlocking RAG : Revolutionizing Information Retrieval in AI #ai
Data Science Dojo Intermediate 1y ago
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