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39 lessons

🔍 RAG & Vector Search

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

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Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
RAG & Vector Search
Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
MLOps.community Beginner 1mo ago
RAG was just the beginning
RAG & Vector Search
RAG was just the beginning
MLOps.community Intermediate 2mo ago
Embeddings and features for a better system
RAG & Vector Search
Embeddings and features for a better system
MLOps.community Intermediate 2mo ago
Getting creative with embeddings
RAG & Vector Search
Getting creative with embeddings
MLOps.community Intermediate 3mo ago
#RAG is over simplified #podcast
RAG & Vector Search
#RAG is over simplified #podcast
MLOps.community Intermediate 3mo ago
Big Updates to Redis: Context Engine, Tools, and Memory
RAG & Vector Search
Big Updates to Redis: Context Engine, Tools, and Memory
MLOps.community Intermediate 3mo ago
Pro Googlers
RAG & Vector Search
Pro Googlers
MLOps.community Intermediate 3mo ago
Nuance of BM25
RAG & Vector Search
Nuance of BM25
MLOps.community Intermediate 4mo ago
Local Search
RAG & Vector Search
Local Search
MLOps.community Intermediate 4mo ago
AI is Useful
RAG & Vector Search
AI is Useful
MLOps.community Intermediate 4mo ago
How to Solve Subjective Queries
RAG & Vector Search
How to Solve Subjective Queries
MLOps.community Intermediate 4mo ago
Companies Leverage Stack Overflow Internally
RAG & Vector Search
Companies Leverage Stack Overflow Internally
MLOps.community Intermediate 7mo ago
RAG from Scratch with Best Practices (PART 2)
RAG & Vector Search
RAG from Scratch with Best Practices (PART 2)
MLOps.community Advanced 10mo ago
RAG from Scratch with Best Practices
RAG & Vector Search
RAG from Scratch with Best Practices
MLOps.community Advanced 10mo ago
Beyond the Matrix: AI and the Future of Human Creativity // Fausto Albers // MLOps Podcast #300
RAG & Vector Search
Beyond the Matrix: AI and the Future of Human Creativity // Fausto Albers // MLOps Podcast #300
MLOps.community Beginner 1y ago
Look At Your ****ing Data 👀 // Kenny Daniel // MLOps Podcast #292
RAG & Vector Search
Look At Your ****ing Data 👀 // Kenny Daniel // MLOps Podcast #292
MLOps.community Beginner 1y ago
Why DevOps & MLOps Should Focus on People Over Technology // Harcharan Kabbay // Podcast #256 shorts
RAG & Vector Search
Why DevOps & MLOps Should Focus on People Over Technology // Harcharan Kabbay // Podcast #256 shorts
MLOps.community Intermediate 1y ago
Data Quality is Key Building a Better RAG System
RAG & Vector Search
Data Quality is Key Building a Better RAG System
MLOps.community Intermediate 1y ago
Key Tips for Launching RAG Solutions #podcast #machinelearningoperations #rag
RAG & Vector Search
Key Tips for Launching RAG Solutions #podcast #machinelearningoperations #rag
MLOps.community Beginner 1y ago
Supercharging Your RAG System: Techniques and Challenges // Tengyu Ma // DE4AI
RAG & Vector Search
Supercharging Your RAG System: Techniques and Challenges // Tengyu Ma // DE4AI
MLOps.community Beginner 1y ago
Unified Data + AI Governance with Unity Catalog // Michelle Leon & Victoria Bukta // DE4AI
RAG & Vector Search
Unified Data + AI Governance with Unity Catalog // Michelle Leon & Victoria Bukta // DE4AI
MLOps.community Beginner 1y ago
The Future of Multimodal Models in Technology // Markus Stoll // MLOps Podcast #258 clip
RAG & Vector Search
The Future of Multimodal Models in Technology // Markus Stoll // MLOps Podcast #258 clip
MLOps.community Intermediate 1y ago
Ensuring Robust AI Architectures // Harcharan Kabbay // MLOps Podcast #256 clip
RAG & Vector Search
Ensuring Robust AI Architectures // Harcharan Kabbay // MLOps Podcast #256 clip
MLOps.community Intermediate 1y ago
Fresh Data, Smart Retrieval: Milvus & Jina CLIP Explained // MLOps Mini Summit #7
RAG & Vector Search
Fresh Data, Smart Retrieval: Milvus & Jina CLIP Explained // MLOps Mini Summit #7
MLOps.community Beginner 1y ago
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
RAG & Vector Search
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
MLOps.community Intermediate 1y ago
RecSys at Spotify // Sanket Gupta // MLOps Podcast #232
RAG & Vector Search
RecSys at Spotify // Sanket Gupta // MLOps Podcast #232
MLOps.community Advanced 1y ago
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
RAG & Vector Search
RagSys: RAG is just RecSys in Disguise // Chang She // AI in Production Lightning Talk
MLOps.community Intermediate 1y ago
Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
RAG & Vector Search
Information Retrieval & Relevance // Daniel Svonava // MLOps Podcast #214
MLOps.community Advanced 2y ago
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
RAG & Vector Search
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
MLOps.community Intermediate 2y ago
Model Blind Spot Discovery for Better Models // Pavol Bielik & David Garnitz // Mini Summit #2
RAG & Vector Search
Model Blind Spot Discovery for Better Models // Pavol Bielik & David Garnitz // Mini Summit #2
MLOps.community Beginner 2y ago
Building RAG-based LLM Applications for Production // Philipp Moritz & Yifei Feng // LLMs III Talk
RAG & Vector Search
Building RAG-based LLM Applications for Production // Philipp Moritz & Yifei Feng // LLMs III Talk
MLOps.community 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
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
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
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
Feature Stores at Shopify and Skyscanner // Matt Delacour and Mike Moran // Reading Group #4
RAG & Vector Search
Feature Stores at Shopify and Skyscanner // Matt Delacour and Mike Moran // Reading Group #4
MLOps.community Beginner 4y ago
Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79
RAG & Vector Search
Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79
MLOps.community Beginner 4y ago
Vector Search Breakdown // Dave Bergstein // Coffee #52 short clip
RAG & Vector Search
Vector Search Breakdown // Dave Bergstein // Coffee #52 short clip
MLOps.community Beginner 4y ago
Vector Similarity Search at Scale // Dave Bergstein // MLOps Coffee Sessions #52
RAG & Vector Search
Vector Similarity Search at Scale // Dave Bergstein // MLOps Coffee Sessions #52
MLOps.community Beginner 4y ago
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