Core AI

RAG & Vector Search

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

5,279
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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Lecture 28: Boltzmann Hypothesis
RAG & Vector Search
Lecture 28: Boltzmann Hypothesis
MIT OpenCourseWare Intermediate 2y ago
Lecture 21: Phase Coexistence and Separation
RAG & Vector Search
Lecture 21: Phase Coexistence and Separation
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
How to write an event-driven serverless app
RAG & Vector Search
How to write an event-driven serverless app
Google Cloud Tech 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
What are text embeddings? #cohere #embedding
RAG & Vector Search
What are text embeddings? #cohere #embedding
Cohere 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
Supplemental Video: Sodium Acetate Demo
RAG & Vector Search
Supplemental Video: Sodium Acetate Demo
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
Lec20: Sociobiology
RAG & Vector Search
Lec20: Sociobiology
MIT OpenCourseWare Intermediate 2y ago
Lec18: Mating and reproduction
RAG & Vector Search ⚡ AI Lesson
Lec18: Mating and reproduction
MIT OpenCourseWare Intermediate 2y ago
Lec17: Anti-predator behavior
RAG & Vector Search
Lec17: Anti-predator behavior
MIT OpenCourseWare Intermediate 2y ago
Lec15: Communication and Meerkats of the Kalahari Desert, part 2
RAG & Vector Search
Lec15: Communication and Meerkats of the Kalahari Desert, part 2
MIT OpenCourseWare Intermediate 2y ago
Lec13: Evolution and the development and plasticity of behavior, part 2
RAG & Vector Search
Lec13: Evolution and the development and plasticity of behavior, part 2
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
Lec10: Lorenz on fundamental ethology, part 2
RAG & Vector Search
Lec10: Lorenz on fundamental ethology, part 2
MIT OpenCourseWare Intermediate 2y ago
Lec12: Evolution and the development and plasticity of behavior, part 1
RAG & Vector Search ⚡ AI Lesson
Lec12: Evolution and the development and plasticity of behavior, part 1
MIT OpenCourseWare Intermediate 2y ago
Lec4: Ethology and Konrad Lorenz' Jackdaws
RAG & Vector Search ⚡ AI Lesson
Lec4: Ethology and Konrad Lorenz' Jackdaws
MIT OpenCourseWare Intermediate 2y ago
Lec25: Cultural determinism and sociobiology
RAG & Vector Search
Lec25: Cultural determinism and sociobiology
MIT OpenCourseWare Intermediate 2y ago
Lec8: Innate behaviors, motivation and fundamentals of ethology
RAG & Vector Search
Lec8: Innate behaviors, motivation and fundamentals of ethology
MIT OpenCourseWare Intermediate 2y ago
Lec21: Genetic influences on social behavior
RAG & Vector Search
Lec21: Genetic influences on social behavior
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
22. Visual systems, part 2
RAG & Vector Search ⚡ AI Lesson
22. Visual systems, part 2
MIT OpenCourseWare Intermediate 2y ago
18. Motor systems and brain states, part 4
RAG & Vector Search
18. Motor systems and brain states, part 4
MIT OpenCourseWare Intermediate 2y ago
17. Motor systems and brain states, part 3
RAG & Vector Search ⚡ AI Lesson
17. Motor systems and brain states, part 3
MIT OpenCourseWare Intermediate 2y ago
26. Forebrain evolution
RAG & Vector Search
26. Forebrain evolution
MIT OpenCourseWare Intermediate 2y ago
16. Motor systems and brain states, part 2
RAG & Vector Search
16. Motor systems and brain states, part 2
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
8. Spinal cord development and anatomy, part 2
RAG & Vector Search
8. Spinal cord development and anatomy, part 2
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
29. Hypothalamus and limbic system, part 3
RAG & Vector Search
29. Hypothalamus and limbic system, part 3
MIT OpenCourseWare Intermediate 2y ago
27. Hypothalamus and limbic system, part 1
RAG & Vector Search ⚡ AI Lesson
27. Hypothalamus and limbic system, part 1
MIT OpenCourseWare Intermediate 2y ago
25. Auditory systems, part 2
RAG & Vector Search
25. Auditory systems, part 2
MIT OpenCourseWare Intermediate 2y ago
24. Auditory systems, part 1
RAG & Vector Search
24. Auditory systems, part 1
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
11. Differentiation of the brain vesicles, part 2: Developmental distortions; evolution of...
RAG & Vector Search
11. Differentiation of the brain vesicles, part 2: Developmental distortions; evolution of...
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
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