Core AI

RAG & Vector Search

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

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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
Lecture 16: Partial Molar Properties
RAG & Vector Search
Lecture 16: Partial Molar Properties
MIT OpenCourseWare Intermediate 2y ago
Lecture 14: Reacting Gas Mixtures at Equilibrium
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Reacting Gas Mixtures at Equilibrium
MIT OpenCourseWare Intermediate 2y ago
You Need to FIGURE OUT How to MAKE MONEY! | Evan Carmichael Advice
RAG & Vector Search
You Need to FIGURE OUT How to MAKE MONEY! | Evan Carmichael Advice
Evan Carmichael Intermediate 2y ago
AI Critique with SELF-REFLECTION 🤯 (powered RAG)!!!
RAG & Vector Search
AI Critique with SELF-REFLECTION 🤯 (powered RAG)!!!
1littlecoder Intermediate 2y ago
Leadership Narratives: Shaping Clear & Aligned Cultures with Values
RAG & Vector Search
Leadership Narratives: Shaping Clear & Aligned Cultures with Values
Denison Consulting Intermediate 2y ago
RAG But Better: Rerankers with Cohere AI
RAG & Vector Search ⚡ AI Lesson
RAG But Better: Rerankers with Cohere AI
James Briggs Intermediate 2y ago
LlamaIndex Webinar: Time-based retrieval for RAG (with Timescale)
RAG & Vector Search
LlamaIndex Webinar: Time-based retrieval for RAG (with Timescale)
LlamaIndex Intermediate 2y ago
What are text embeddings? #cohere #embedding
RAG & Vector Search
What are text embeddings? #cohere #embedding
Cohere Intermediate 2y ago
Explore AI COHERE CORAL w/ RAG enabled
RAG & Vector Search
Explore AI COHERE CORAL w/ RAG enabled
Discover AI Intermediate 2y ago
AI Engineer Summit 2023 — DAY 2 Livestream
RAG & Vector Search
AI Engineer Summit 2023 — DAY 2 Livestream
AI Engineer Intermediate 2y ago
How generative AI can create apps
RAG & Vector Search
How generative AI can create apps
Google Cloud Tech Intermediate 2y ago
Maker Spotlight: Ryan Nono
RAG & Vector Search
Maker Spotlight: Ryan Nono
Cohere Intermediate 2y ago
RAG Implementation using Mistral 7B, Haystack, Weaviate, and FastAPI
RAG & Vector Search ⚡ AI Lesson
RAG Implementation using Mistral 7B, Haystack, Weaviate, and FastAPI
AI Anytime Intermediate 2y ago
Pinecone vs Weaviate: Vector DBs for RAG #youtube #shorts #ai #llm #youtubeshorts #tech #gpt4 #genai
RAG & Vector Search ⚡ AI Lesson
Pinecone vs Weaviate: Vector DBs for RAG #youtube #shorts #ai #llm #youtubeshorts #tech #gpt4 #genai
AI Anytime Intermediate 2y ago
Chatbots with RAG: LangChain Full Walkthrough
RAG & Vector Search ⚡ AI Lesson
Chatbots with RAG: LangChain Full Walkthrough
James Briggs Intermediate 2y ago
Daten entsprechen nicht der Realität. Sie sind ein Abbild von Realität
RAG & Vector Search
Daten entsprechen nicht der Realität. Sie sind ein Abbild von Realität
Google Cloud Intermediate 2y ago
Why Lack of Belief Is Holding You Back (And How to Overcome It)
RAG & Vector Search
Why Lack of Belief Is Holding You Back (And How to Overcome It)
Evan Carmichael Intermediate 2y ago
Building LLM Applications | RAG, Vector Databases, Knowledge Graph | Community Webinar
RAG & Vector Search
Building LLM Applications | RAG, Vector Databases, Knowledge Graph | Community Webinar
Data Science Dojo Intermediate 2y ago
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 5, Retrievers + Node Postprocessors)
RAG & Vector Search
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 5, Retrievers + Node Postprocessors)
LlamaIndex Intermediate 2y ago
Progressive Web Apps (PWAs): Storage mechanisms and best practices
RAG & Vector Search ⚡ AI Lesson
Progressive Web Apps (PWAs): Storage mechanisms and best practices
Chrome for Developers Intermediate 2y ago
Wayland Is Superior To Xorg: But It Doesn't Matter
RAG & Vector Search
Wayland Is Superior To Xorg: But It Doesn't Matter
Brodie Robertson Intermediate 2y ago
This tests your understanding of light | The barber pole effect
RAG & Vector Search
This tests your understanding of light | The barber pole effect
3Blue1Brown Intermediate 2y ago
STOP wasting time on Instagram, instead try this 👇
RAG & Vector Search ⚡ AI Lesson
STOP wasting time on Instagram, instead try this 👇
Harry | Social Media Marketing & Growth Coach Intermediate 2y ago
LangChain "RAG Evaluation" Webinar
RAG & Vector Search
LangChain "RAG Evaluation" Webinar
LangChain Intermediate 2y ago
Lecture 32: Case Study - Reacting, Multi-component, Multi-phase Systems
RAG & Vector Search
Lecture 32: Case Study - Reacting, Multi-component, Multi-phase Systems
MIT OpenCourseWare Intermediate 2y ago
Lecture 17: Solution Models - Ideal, Dilute, and Regular
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Solution Models - Ideal, Dilute, and Regular
MIT OpenCourseWare Intermediate 2y ago
Supplemental Video: The Three Dees of Thermodynamics
RAG & Vector Search
Supplemental Video: The Three Dees of Thermodynamics
MIT OpenCourseWare Intermediate 2y ago
Lec27: Sociobiology and culture
RAG & Vector Search
Lec27: Sociobiology and culture
MIT OpenCourseWare Intermediate 2y ago
Lec26: Critique of cultural determinism
RAG & Vector Search
Lec26: Critique of cultural determinism
MIT OpenCourseWare Intermediate 2y ago
Lec17: Anti-predator behavior
RAG & Vector Search
Lec17: Anti-predator behavior
MIT OpenCourseWare Intermediate 2y ago
Lec11: Lorenz on fundamentals of ethology, part 3
RAG & Vector Search
Lec11: Lorenz on fundamentals of ethology, part 3
MIT OpenCourseWare Intermediate 2y ago
Lec6: Fixed action patterns and central nervous system
RAG & Vector Search
Lec6: Fixed action patterns and central nervous system
MIT OpenCourseWare Intermediate 2y ago
36. Neocortex, part 2
RAG & Vector Search
36. Neocortex, part 2
MIT OpenCourseWare Intermediate 2y ago
34. Corpus striatum, part 2
RAG & Vector Search ⚡ AI Lesson
34. Corpus striatum, part 2
MIT OpenCourseWare Intermediate 2y ago
28. Hypothalamus and limbic system, part 2
RAG & Vector Search
28. Hypothalamus and limbic system, part 2
MIT OpenCourseWare Intermediate 2y ago
31. Hypothalamus and limbic system, part 5
RAG & Vector Search
31. Hypothalamus and limbic system, part 5
MIT OpenCourseWare Intermediate 2y ago
26. Forebrain evolution
RAG & Vector Search
26. Forebrain evolution
MIT OpenCourseWare Intermediate 2y ago
23. Visual systems, part 3
RAG & Vector Search
23. Visual systems, part 3
MIT OpenCourseWare Intermediate 2y ago
12. Differentiation of the brain vesicles, part 3: Vertebrate forebrain evolution and organization
RAG & Vector Search ⚡ AI Lesson
12. Differentiation of the brain vesicles, part 3: Vertebrate forebrain evolution and organization
MIT OpenCourseWare Intermediate 2y ago
10. Differentiation of the brain vesicles, part 1: Hindbrain and cranial nerves, specializations
RAG & Vector Search
10. Differentiation of the brain vesicles, part 1: Hindbrain and cranial nerves, specializations
MIT OpenCourseWare Intermediate 2y ago
32. Hypothalamus and limbic system, part 6
RAG & Vector Search
32. Hypothalamus and limbic system, part 6
MIT OpenCourseWare Intermediate 2y ago
21. Visual systems, part 1
RAG & Vector Search ⚡ AI Lesson
21. Visual systems, part 1
MIT OpenCourseWare Intermediate 2y ago
14. CNS differentiation and axon growth, part 2
RAG & Vector Search
14. CNS differentiation and axon growth, part 2
MIT OpenCourseWare Intermediate 2y ago
38. Plasticity in brain connections
RAG & Vector Search
38. Plasticity in brain connections
MIT OpenCourseWare Intermediate 2y ago
30. Hypothalamus and limbic system, part 4
RAG & Vector Search ⚡ AI Lesson
30. Hypothalamus and limbic system, part 4
MIT OpenCourseWare Intermediate 2y ago
How to Make RAG Chatbots FAST
RAG & Vector Search ⚡ AI Lesson
How to Make RAG Chatbots FAST
James Briggs Intermediate 2y ago
Lecture 17: George Russell and modal jazz (audio only)
RAG & Vector Search ⚡ AI Lesson
Lecture 17: George Russell and modal jazz (audio only)
MIT OpenCourseWare Intermediate 2y ago
Lecture 16: Gil Evans / Miles Davis collaborations (audio only)
RAG & Vector Search ⚡ AI Lesson
Lecture 16: Gil Evans / Miles Davis collaborations (audio only)
MIT OpenCourseWare Intermediate 2y ago
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Pre-formulation
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Self-paced
Pre-formulation
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Create Embeddings, Vector Search, and RAG with BigQuery
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Self-paced
Create Embeddings, Vector Search, and RAG with BigQuery
Opens on Coursera ↗
Prompt Compression and Query Optimization
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Self-paced
Prompt Compression and Query Optimization
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Optimize and Migrate Vectors
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Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Master Retrieval-Augmented Generation (RAG) Systems
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Self-paced
Master Retrieval-Augmented Generation (RAG) Systems
Opens on Coursera ↗
AI Memory Systems: Production RAG Pipelines with n8n
📚 External: Coursera ↗
Self-paced
AI Memory Systems: Production RAG Pipelines with n8n
Opens on Coursera ↗