Core AI

RAG & Vector Search

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

4,168
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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
Balancing Cost and Accuracy in AI Models
RAG & Vector Search
Balancing Cost and Accuracy in AI Models
Data Science Dojo 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
Pinecone | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
RAG & Vector Search
Pinecone | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
cholakovit Intermediate 1y ago
Qdrant | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
RAG & Vector Search
Qdrant | Storage Engine | Indexing Algorithms | Optimizations | Downsides & Trade-offs | Use Cases
cholakovit 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
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
AKA Foods: Powering food innovation with Google Cloud
RAG & Vector Search
AKA Foods: Powering food innovation with Google Cloud
Google Cloud 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
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
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
[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
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
No Code Automation to Build RAG apps
RAG & Vector Search
No Code Automation to Build RAG apps
Harshit Tyagi 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 2
RAG & Vector Search
Lecture 5: The Kilian-Micali Protocol, Part 2
MIT OpenCourseWare 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
How to build interactive Gen AI applications with Vertex AI
RAG & Vector Search
How to build interactive Gen AI applications with Vertex AI
Google Cloud Tech Intermediate 1y ago
PLEASE Learn This Underrated Python Feature...
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn This Underrated Python Feature...
Tech With Tim Intermediate 1y ago
Retrieval Augmented Generation (RAG)
RAG & Vector Search
Retrieval Augmented Generation (RAG)
Machine Learning Studio Intermediate 1y ago
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
RAG & Vector Search
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
Bytes of AI Intermediate 1y ago
Seminar: RAG (Retrieval Augmented Generation) (11-01-2025)
RAG & Vector Search
Seminar: RAG (Retrieval Augmented Generation) (11-01-2025)
IEC Seminar Intermediate 1y ago
The State of Reasoning — from Nathan Lambert, Interconnects/AI2 [LS Live @ NeurIPS 2024]
RAG & Vector Search ⚡ AI Lesson
The State of Reasoning — from Nathan Lambert, Interconnects/AI2 [LS Live @ NeurIPS 2024]
Latent Space Intermediate 1y ago
An Olympian Turned Ola Driver!
RAG & Vector Search
An Olympian Turned Ola Driver!
Full Disclosure Intermediate 1y ago
If You Had MORE Confidence: Here’s How People Changed Their Lives!
RAG & Vector Search ⚡ AI Lesson
If You Had MORE Confidence: Here’s How People Changed Their Lives!
Evan Carmichael Intermediate 1y ago
NVIDIA AI Assistant: Your 24/7 Customer Service Revolution
RAG & Vector Search ⚡ AI Lesson
NVIDIA AI Assistant: Your 24/7 Customer Service Revolution
Mervin Praison Intermediate 1y ago
This is how natural perfume is made in India. #perfume #fragrance #India
RAG & Vector Search ⚡ AI Lesson
This is how natural perfume is made in India. #perfume #fragrance #India
Business Insider Intermediate 1y ago
Data Quality is Key  Building a Better RAG System
RAG & Vector Search ⚡ AI Lesson
Data Quality is Key Building a Better RAG System
MLOps.community Intermediate 1y ago
10x better database searches using OpenAI and PostgreSQL
RAG & Vector Search ⚡ AI Lesson
10x better database searches using OpenAI and PostgreSQL
Underfitted Intermediate 1y ago
Building and Deploying a Financial RAG Agent over Google Drive (LlamaCloud + LlamaIndex Workflows!)
RAG & Vector Search
Building and Deploying a Financial RAG Agent over Google Drive (LlamaCloud + LlamaIndex Workflows!)
LlamaIndex Intermediate 1y ago
What Are Knowledge Graphs and How Do They Relate to LLMs?
RAG & Vector Search
What Are Knowledge Graphs and How Do They Relate to LLMs?
AppliedAI Intermediate 1y ago
So passen Sie die EU-DSGVO-Datenablaufeinstellungen an
RAG & Vector Search
So passen Sie die EU-DSGVO-Datenablaufeinstellungen an
MonsterInsights Intermediate 1y ago
How these #farmers use foil and unique harvest methods to produce white asparagus. #Food #Asparagus
RAG & Vector Search ⚡ AI Lesson
How these #farmers use foil and unique harvest methods to produce white asparagus. #Food #Asparagus
Business Insider Intermediate 1y ago
Free coffee? Creating Loyalty Cards for Google Wallet
RAG & Vector Search
Free coffee? Creating Loyalty Cards for Google Wallet
Google for Developers 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
RAG with BigQuery
RAG & Vector Search
RAG with BigQuery
Google Cloud 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
RAG for VPs of AI: Jerry Liu
RAG & Vector Search ⚡ AI Lesson
RAG for VPs of AI: Jerry Liu
AI Engineer Intermediate 1y ago
The Power of Letting Go: Dr. Wayne Dyer’s Life-Changing Wisdom
RAG & Vector Search
The Power of Letting Go: Dr. Wayne Dyer’s Life-Changing Wisdom
Evan Carmichael Intermediate 1y ago
Why Multiple Databases Matter - Insights from Andy Pavlo #database
RAG & Vector Search
Why Multiple Databases Matter - Insights from Andy Pavlo #database
Data Science Dojo Intermediate 1y ago
How AI Transformed Google Search : The Weaviate Journey  #podcast
RAG & Vector Search
How AI Transformed Google Search : The Weaviate Journey #podcast
Data Science Dojo Intermediate 1y ago
How To Make Money From Python - A Complete Guide
RAG & Vector Search ⚡ AI Lesson
How To Make Money From Python - A Complete Guide
Tech With Tim Intermediate 1y ago
RAG vs Model tuning vs Large prompt window
RAG & Vector Search
RAG vs Model tuning vs Large prompt window
Google Cloud Tech Intermediate 1y ago
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