Core AI

RAG & Vector Search

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

5,302
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
Lecture 14: Real and Financial Flows: Thailand
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Real and Financial Flows: Thailand
MIT OpenCourseWare Intermediate 3y ago
Lecture 13: Walrasian Equilibrium and Trade
RAG & Vector Search ⚡ AI Lesson
Lecture 13: Walrasian Equilibrium and Trade
MIT OpenCourseWare Intermediate 3y ago
Tina Huang: Data-Driven Business Growth
RAG & Vector Search
Tina Huang: Data-Driven Business Growth
365 Data Science Intermediate 3y ago
Python's creator wishes this feature never existed
RAG & Vector Search
Python's creator wishes this feature never existed
mCoding Intermediate 3y ago
Episode 2 -  Guardrails and Centralized management of security tools - AWS Virtual Workshop
RAG & Vector Search
Episode 2 - Guardrails and Centralized management of security tools - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
8 quick ways to create numpy arrays
RAG & Vector Search
8 quick ways to create numpy arrays
AssemblyAI Beginner 3y ago
Numpy tip of the day!
RAG & Vector Search
Numpy tip of the day!
AssemblyAI Beginner 3y ago
My 7 Favorite Social Media Tools (That Are Free)
RAG & Vector Search
My 7 Favorite Social Media Tools (That Are Free)
Neil Patel Beginner 3y ago
SANS Cyber Solutions Fest 2022 - Track: SOC & SOAR
RAG & Vector Search ⚡ AI Lesson
SANS Cyber Solutions Fest 2022 - Track: SOC & SOAR
SANS Institute Beginner 3y ago
Least Recently Used: Python's lru_cache and Caching Strategies
RAG & Vector Search
Least Recently Used: Python's lru_cache and Caching Strategies
Real Python Beginner 3y ago
What Are React Fragments?
RAG & Vector Search
What Are React Fragments?
Web Dev Simplified Intermediate 3y ago
Initial Access Merchant Offerings & Ransomware Victims: Mapping Breached Entities & Threat Actors
RAG & Vector Search ⚡ AI Lesson
Initial Access Merchant Offerings & Ransomware Victims: Mapping Breached Entities & Threat Actors
SANS Institute Intermediate 3y ago
Kevin Hart & Mark Wahlberg Answer the Web's Most Searched Questions | WIRED
RAG & Vector Search
Kevin Hart & Mark Wahlberg Answer the Web's Most Searched Questions | WIRED
WIRED Beginner 3y ago
Unlocking your CPU cores in Python (multiprocessing)
RAG & Vector Search
Unlocking your CPU cores in Python (multiprocessing)
mCoding Beginner 3y ago
Getting Started With Dockers- All Basics Command Covered In 1 Video
RAG & Vector Search
Getting Started With Dockers- All Basics Command Covered In 1 Video
Krish Naik Beginner 3y ago
Learn ML for free - AWS Online Tech Talks
RAG & Vector Search
Learn ML for free - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Solution Challenge Demo Day 2022 Project: SIGNify
RAG & Vector Search
Solution Challenge Demo Day 2022 Project: SIGNify
Google for Developers Intermediate 3y ago
Lecture 19: Identification and Falsification
RAG & Vector Search
Lecture 19: Identification and Falsification
MIT OpenCourseWare Intermediate 3y ago
Lecture 2: Consumer Choice
RAG & Vector Search
Lecture 2: Consumer Choice
MIT OpenCourseWare Intermediate 3y ago
Lecture 12: Contract Application, Obstacles
RAG & Vector Search
Lecture 12: Contract Application, Obstacles
MIT OpenCourseWare Intermediate 3y ago
Lecture 3: Income and Substitution Effects
RAG & Vector Search
Lecture 3: Income and Substitution Effects
MIT OpenCourseWare Intermediate 3y ago
Lecture 1: Economic Science
RAG & Vector Search
Lecture 1: Economic Science
MIT OpenCourseWare Intermediate 3y ago
Lecture 5: Uncertainty and Linear Programs
RAG & Vector Search ⚡ AI Lesson
Lecture 5: Uncertainty and Linear Programs
MIT OpenCourseWare Intermediate 3y ago
Lecture 7: Pareto Optimality
RAG & Vector Search
Lecture 7: Pareto Optimality
MIT OpenCourseWare Intermediate 3y ago
Lecture 6:  Dynamics and Programming
RAG & Vector Search
Lecture 6: Dynamics and Programming
MIT OpenCourseWare Intermediate 3y ago
Lecture 9: Risk-Sharing with Production
RAG & Vector Search
Lecture 9: Risk-Sharing with Production
MIT OpenCourseWare Intermediate 3y ago
Lecture 8: Risk-Sharing Application
RAG & Vector Search
Lecture 8: Risk-Sharing Application
MIT OpenCourseWare Intermediate 3y ago
Lecture 18: Aggregation
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Aggregation
MIT OpenCourseWare Intermediate 3y ago
Lecture 10: Ledgers and Management
RAG & Vector Search
Lecture 10: Ledgers and Management
MIT OpenCourseWare Intermediate 3y ago
Lecture 15: Data and Policy in the United States
RAG & Vector Search ⚡ AI Lesson
Lecture 15: Data and Policy in the United States
MIT OpenCourseWare Intermediate 3y ago
Lecture 4: Production and Profit Maximization
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Production and Profit Maximization
MIT OpenCourseWare Intermediate 3y ago
Lecture 17: Existence of Equilibria
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Existence of Equilibria
MIT OpenCourseWare Beginner 3y ago
11B. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social,...
RAG & Vector Search ⚡ AI Lesson
11B. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social,...
MIT OpenCourseWare Intermediate 3y ago
6A. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...
RAG & Vector Search
6A. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...
MIT OpenCourseWare Beginner 3y ago
7A. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...
RAG & Vector Search
7A. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...
MIT OpenCourseWare Beginner 3y ago
11A. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social, E...
RAG & Vector Search
11A. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social, E...
MIT OpenCourseWare Intermediate 3y ago
6B. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...
RAG & Vector Search
6B. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...
MIT OpenCourseWare Intermediate 3y ago
8B. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
RAG & Vector Search ⚡ AI Lesson
8B. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
MIT OpenCourseWare Intermediate 3y ago
3B. DNA 1 : Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...
RAG & Vector Search ⚡ AI Lesson
3B. DNA 1 : Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...
MIT OpenCourseWare Beginner 3y ago
3A. DNA 1: Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...
RAG & Vector Search ⚡ AI Lesson
3A. DNA 1: Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...
MIT OpenCourseWare Beginner 3y ago
7B. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...
RAG & Vector Search ⚡ AI Lesson
7B. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...
MIT OpenCourseWare Intermediate 3y ago
8A. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
RAG & Vector Search
8A. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...
MIT OpenCourseWare Intermediate 3y ago
2A. Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models & A...
RAG & Vector Search
2A. Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models & A...
MIT OpenCourseWare Beginner 3y ago
1A. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
RAG & Vector Search ⚡ AI Lesson
1A. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
MIT OpenCourseWare Beginner 3y ago
9A. Networks 1: Systems Biology, Metabolic Kinetic & Flux Balance Optimization Methods
RAG & Vector Search
9A. Networks 1: Systems Biology, Metabolic Kinetic & Flux Balance Optimization Methods
MIT OpenCourseWare Advanced 3y ago
1B. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
RAG & Vector Search ⚡ AI Lesson
1B. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
MIT OpenCourseWare Beginner 3y ago
How to Transcribe Multiple Languages | Spanish, German, Japanese and more!
RAG & Vector Search ⚡ AI Lesson
How to Transcribe Multiple Languages | Spanish, German, Japanese and more!
AssemblyAI Beginner 3y ago
For loops are redundant
RAG & Vector Search
For loops are redundant
mCoding Intermediate 3y ago
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