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Magic Trace is an open source Linux, macOS, or Unix resource with code, tools, or setup notes.

Magic Wormhole is a GitHub repository or organization with source code, releases, documentation, or project resources.

MagicTools is a GitHub repository or organization with source code, releases, documentation, or project resources.

Curated list of awesome vector search framework/engine, library, cloud service and research papers to vector similarity search.

Vector is a code project with source, releases, documentation, or setup notes.

Auto-Magical CI/CD to streamline your ML workflow.

🤖 Curated AI OSINT resources — Google dorks, Shodan queries, GitHub dorks, and techniques to discover exposed LLM endpoints, leaked AI API keys, misconfigured vector databases, and unprotected AI agents

AquilaDB

github.com

Easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

AI Native database for embedding vectors.

Web framework to create vertical AI agents. FastAPI based, plugin system inspired to WordPress, admin panel, vector DB included.

10x faster, cheaper, and better vector database.

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

AI-native database built for LLM applications, providing incredibly fast vector and full-text search.

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Support Vector Machine for Node.js.

Typed graph database where agents branch and merge like Git. S3-native, Rust, traversal + vector + BM25 in one runtime.

Vector database plugin for Postgres, written in Rust, specifically designed for LLM.

Open-source vector similarity search for Postgres.

Provector is a GitHub repository or organization with source code, releases, documentation, or project resources.

Ruby language bindings for LIBSVM which is a Library for Support Vector Machines.

Open-source project that provides machine-learning models, research, training resources, or evaluation tools.

Highly Scalable Distributed Vector Search Engine.

Distributed system for embedding-based vector retrieval.

Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.