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External Tag: Vector Database

A Comprehensive Guide on Indexing Algorithms in Vector Databases

External Tags Advanced, Best of Tech, Data Indexing, Database, Vector Database, vectors

Vector Databases are Ridiculously Good

External Tags AI Insights & Analysis, artificial-intelligence, data-science, Vector Database, vector databases funding

Using Evaluations to Optimize a RAG pipeline: from Chunkings and Embeddings to LLMs

External Tags ai, evaluation, generative-ai-tools, retrieval-augmented, Vector Database

Scale Up Your RAG: A Rust-Powered Indexing Pipeline with LanceDB and Candle

External Tags data-engineering, hands-on-tutorials, mlops, rust, Vector Database

Not All HNSW Indices Are Made Equaly

External Tags artificial-intelligence, machine-learning, rags, search, Vector Database

Exploring ANN Algorithms in Vector Databases

External Tags Algorithm, algorithms, ANN, ANN algorithm, Database, databases, Guide, Intermediate, nearest neighbor, query, vector, Vector Database

Building and Implementing Pinecone Vector Databases

External Tags Advanced, Applications, Database, databases, generative-ai, Guide, large-language-models, LLMs, python, vector, Vector Data, Vector Database, vectors

Leveraging MongoDB Atlas Vector Search for Semantic Search and RAG

External Tags Advanced, Applications, Database, documents, Guide, LLM, Models, MongoDB, MongoDB Atlas, python, vector, Vector Database

RAG Evaluation Using Ragas

towardsdatascience.com
Post date March 21, 2024
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External Tags ai, evaluation, generative-ai-tools, milvus, Vector Database

Deep Dive into Vector Databases by Hand ✍︎

External Tags ai, data-science, editors-pick, large-language-models, Vector Database