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
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RRF vs DBSF with Qdrant: Hybrid Retrieval Fusion for RAG in Python
RAG & Vector Search
RRF vs DBSF with Qdrant: Hybrid Retrieval Fusion for RAG in Python
Professor Py: AI Engineering Intermediate 19h ago
The Local AI Backup To Survive Any Model Ban
RAG & Vector Search
The Local AI Backup To Survive Any Model Ban
Zen van Riel Intermediate 1d ago
What exactly is retrieval augmented generation?
RAG & Vector Search
What exactly is retrieval augmented generation?
Vizuara Intermediate 2d ago
Doctor Challenges House MD: Wilson Has a Son? S8E16
RAG & Vector Search
Doctor Challenges House MD: Wilson Has a Son? S8E16
Dr Sermed Mezher Intermediate 3d ago
Boost AI context with hybrid search in Spanner
RAG & Vector Search
Boost AI context with hybrid search in Spanner
Google Cloud Tech Intermediate 4d ago
Access Mental Health Conference 2025: Embedding Digital Change in Mental Health & Embracing AI
RAG & Vector Search
Access Mental Health Conference 2025: Embedding Digital Change in Mental Health & Embracing AI
The Access Group Intermediate 4d ago
Kilometer Railway Bridge In Hengduan Canyon
RAG & Vector Search
Kilometer Railway Bridge In Hengduan Canyon
Miracle in the Mountains Intermediate 5d ago
The Burrito Bot - AI-Powered Search in SQL Server 2025 | MVP Unplugged
RAG & Vector Search
The Burrito Bot - AI-Powered Search in SQL Server 2025 | MVP Unplugged
Microsoft Developer Intermediate 6d ago
6 Vector Databases Compared: Which One Should You Use?
RAG & Vector Search
6 Vector Databases Compared: Which One Should You Use?
Analytics Vidhya Intermediate 1w ago
Milvus Hybrid Search in Python: Combine BM25, Vectors, and Reranking for RAG
RAG & Vector Search
Milvus Hybrid Search in Python: Combine BM25, Vectors, and Reranking for RAG
Professor Py: AI Engineering Intermediate 1w ago
Footage Of Hundred Meter Pier Expressway Bridge In Yunnan Mountain
RAG & Vector Search
Footage Of Hundred Meter Pier Expressway Bridge In Yunnan Mountain
Miracle in the Mountains Intermediate 1w ago
AI search trusts this website more than Google
RAG & Vector Search
AI search trusts this website more than Google
Ahrefs Intermediate 1w ago
ChatGPT Doesn't Know Your PDF 😲#ai #llm #rag #machinelearning #phi3 #ollama #artificialintelligence
RAG & Vector Search
ChatGPT Doesn't Know Your PDF 😲#ai #llm #rag #machinelearning #phi3 #ollama #artificialintelligence
TechNextLabTelugu Intermediate 1w ago
Smartest AI apps Use this one trick #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab
RAG & Vector Search
Smartest AI apps Use this one trick #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab
TechNextLabTelugu Intermediate 1w ago
POV: You Don’t Drink & Got Liver Disease Anyway
RAG & Vector Search
POV: You Don’t Drink & Got Liver Disease Anyway
Dr Sermed Mezher Intermediate 1w ago
I Built a RAG-Powered AI Chatbot on My Website in 10 Minutes (No Code)
RAG & Vector Search
I Built a RAG-Powered AI Chatbot on My Website in 10 Minutes (No Code)
Tin Rovic Intermediate 2w ago
#Huawei #UltraChromaCamera photos? Sweet! 🌸🐝📸 #InNoWaitForTomorrow #InnovateForImpact
RAG & Vector Search
#Huawei #UltraChromaCamera photos? Sweet! 🌸🐝📸 #InNoWaitForTomorrow #InnovateForImpact
Huawei Intermediate 2w ago
RAG is dead, right?? — Kuba Rogut, Turbopuffer
RAG & Vector Search
RAG is dead, right?? — Kuba Rogut, Turbopuffer
AI Engineer Intermediate 2w ago
There’s no stopping AI - literally. #thestenostory #technologyinlaw #betweenthebriefs
RAG & Vector Search
There’s no stopping AI - literally. #thestenostory #technologyinlaw #betweenthebriefs
Steno Intermediate 3w ago
RAG Series Day 10 🚀 Frontend Implementation Complete | Day 49/180 AI Engineering Challenge
RAG & Vector Search
RAG Series Day 10 🚀 Frontend Implementation Complete | Day 49/180 AI Engineering Challenge
CodeWithPrashant Intermediate 3w ago
RAG Project Day 10 🚀 | Building AI PDF Chatbot | Day 48/180 Journey to 40 LPA 🔥
RAG & Vector Search
RAG Project Day 10 🚀 | Building AI PDF Chatbot | Day 48/180 Journey to 40 LPA 🔥
CodeWithPrashant Intermediate 3w ago
RAG Anatomy Pt.2: Query Time Explained (Query → Retrieve → Re-rank → Augment → Generate)
RAG & Vector Search
RAG Anatomy Pt.2: Query Time Explained (Query → Retrieve → Re-rank → Augment → Generate)
cholakovit Intermediate 1mo ago
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
RAG & Vector Search
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
Amazon Web Services Intermediate 1mo ago
Your AI Can Now Read Your Company's Files
RAG & Vector Search
Your AI Can Now Read Your Company's Files
codebasics Intermediate 1mo ago
Build a Banking Workflow App Using Django, MongoDB & Voyage AI
RAG & Vector Search
Build a Banking Workflow App Using Django, MongoDB & Voyage AI
DataCamp Intermediate 1mo ago
Booking.com's Vector Search Benchmark
RAG & Vector Search
Booking.com's Vector Search Benchmark
Weaviate vector database Intermediate 1mo ago
AI on Android: Ask me Anything — Florina Muntenescu & Oli Gaymond, Google DeepMind
RAG & Vector Search
AI on Android: Ask me Anything — Florina Muntenescu & Oli Gaymond, Google DeepMind
AI Engineer Intermediate 1mo ago
MERE BANKE BIHARI LAAL || SIMPAL KHAREL NEW SONG | RADHA KRISHNA BHAJAN 2026 | BHAKTI SONG
RAG & Vector Search
MERE BANKE BIHARI LAAL || SIMPAL KHAREL NEW SONG | RADHA KRISHNA BHAJAN 2026 | BHAKTI SONG
Simpal Kharel Intermediate 1mo ago
You're Choosing The WRONG Vector DB For Claude
RAG & Vector Search
You're Choosing The WRONG Vector DB For Claude
The AI Century Intermediate 1mo ago
Booking.com and Weaviate with Başak Eskili - Weaviate Podcast #138!
RAG & Vector Search
Booking.com and Weaviate with Başak Eskili - Weaviate Podcast #138!
Weaviate vector database Intermediate 1mo ago
Tokenization and embeddings turning text into vectors
RAG & Vector Search
Tokenization and embeddings turning text into vectors
Tech Demystified Intermediate 1mo ago
Tokenization Embeddings
RAG & Vector Search
Tokenization Embeddings
Tech Demystified Intermediate 1mo ago
Traditional RAG Vs Vectorless RAG-When To Use What?
RAG & Vector Search
Traditional RAG Vs Vectorless RAG-When To Use What?
Krish Naik Intermediate 1mo ago
Gemini File Search Update: Multimodal RAG, Metadata Filters & Page Citations
RAG & Vector Search
Gemini File Search Update: Multimodal RAG, Metadata Filters & Page Citations
Analytics Vidhya Intermediate 1mo ago
This (RAG Project) is 🔥
RAG & Vector Search
This (RAG Project) is 🔥
AI Coach John (Tamil) Intermediate 1mo ago
What you can do with Gemini Embedding 2
RAG & Vector Search
What you can do with Gemini Embedding 2
Google for Developers Intermediate 1mo ago
FastEmbed: Local AI Embeddings in Python
RAG & Vector Search
FastEmbed: Local AI Embeddings in Python
NeuralNine Intermediate 1mo ago
Webinar | The Growth Minded Agency's Approach to Accessibility
RAG & Vector Search
Webinar | The Growth Minded Agency's Approach to Accessibility
Allyant Intermediate 2mo ago
Google vs RAG #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning #windows
RAG & Vector Search
Google vs RAG #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning #windows
TechNextLabTelugu Intermediate 1w ago
Why AI Hallucinates #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning
RAG & Vector Search
Why AI Hallucinates #Ollama #LocalAI #Phi3 #AI #LLM #OpenSourceAI #TechNextLab #machinelearning
TechNextLabTelugu Intermediate 1w ago
HyDE Retrieval in Python: Improve RAG Recall with SentenceTransformers
RAG & Vector Search
HyDE Retrieval in Python: Improve RAG Recall with SentenceTransformers
Professor Py: AI Engineering Intermediate 1w ago
Evidence Coverage for RAG in Python: Find Unsupported Claims with spaCy
RAG & Vector Search
Evidence Coverage for RAG in Python: Find Unsupported Claims with spaCy
Professor Py: AI Engineering Intermediate 3w ago
RAG Day 8 🚀 PDF to AI Answers | Build a RAG App with LangChain & OpenAI #46of180
RAG & Vector Search
RAG Day 8 🚀 PDF to AI Answers | Build a RAG App with LangChain & OpenAI #46of180
CodeWithPrashant Intermediate 4w ago
Connecting the Dots with Context Graphs — Stephen Chin, Neo4j
RAG & Vector Search
Connecting the Dots with Context Graphs — Stephen Chin, Neo4j
AI Engineer Intermediate 1mo ago
ChromaDB in Python: Stop Rebuilding Your Local RAG Index
RAG & Vector Search
ChromaDB in Python: Stop Rebuilding Your Local RAG Index
Professor Py: AI Engineering Intermediate 1mo ago
Rag
RAG & Vector Search
Rag
Tech Demystified Intermediate 1mo ago
Embeddings
RAG & Vector Search
Embeddings
Tech Demystified Intermediate 1mo ago
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
RAG & Vector Search
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
AI Engineer Intermediate 1mo ago
📚 Continue on Coursera External links · Free to audit
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Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
📚 External: Coursera ↗
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera ↗
Chroma Database Mastery
📚 External: Coursera ↗
Self-paced
Chroma Database Mastery
Opens on Coursera ↗
Getting Started with Mistral
📚 External: Coursera ↗
Self-paced
Getting Started with Mistral
Opens on Coursera ↗
Build a Local AI Assistant with LLMs
📚 External: Coursera ↗
Self-paced
Build a Local AI Assistant with LLMs
Opens on Coursera ↗
Agentic AI Systems with Vector DBs & RAG
📚 External: Coursera ↗
Self-paced
Agentic AI Systems with Vector DBs & RAG
Opens on Coursera ↗
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
📚 External: Coursera ↗
Self-paced
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Opens on Coursera ↗