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A vector graphics workstation from the 70s

Hachi: An Image Search Engine

So you wanna build a local RAG?

28M Hacker News comments as vector embedding search dataset

A DOOM vector engine for rendering in KiCad, and over an audio jack

I put a real search engine into a Lambda, so you only pay when you search

Celtic Code: Drawing Knots with Python

Building a Simple Search Engine That Works

Scaling HNSWs

Operations on Word Vectors - Debiasing solution

[D] Measuring how similar a vector's neighbourhood (of vectors) is

I built 50+ RAGs in 2 years. Here are the architectures that get products out the door!

[R] The Massive Legal Embedding Benchmark (MLEB) and Voyage/Cohere/Jina training on user data?

Local RAG tutorial - FastAPI & Ollama & pgvector

Just built my own multimodal RAG

Why we need SIMD

deepseek-ai/DeepSeek-V3.2 · Hugging Face

I Built 10+ Multi-Agent Systems at Enterprise Scale (20k docs). Here's What Everyone Gets Wrong.

Google

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embeddinggemma-300m

Task: sentence-similarity

milvus-io

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milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

google

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highway

Performance-portable, length-agnostic SIMD with runtime dispatch

facebookresearch

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faiss

A library for efficient similarity search and clustering of dense vectors.

weaviate

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weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

qdrant

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qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

meilisearch

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meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

lancedb

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lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

run-llama

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llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

kuzudb

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kuzu

Embedded property graph database built for speed. Vector search and full-text search built in. Implements Cypher.