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OrbitDB is a decentralized data storage system that enables the creation of serverless databases residing across a network of peers. It functions as a peer-to-peer database that integrates with a content-addressed storage layer to distribute and replicate data without a central server. The system utilizes conflict-free replicated data types to ensure eventual consistency and state convergence across distributed nodes. It maintains an immutable record of updates using a directed acyclic graph to preserve causal ordering and cryptographic integrity. Access is managed through a decentralized ide
Lance is a versioned columnar data format and storage engine designed as a multimodal AI lakehouse. It serves as a vector database storage engine and a cloud object store dataset manager, organizing images, video, audio, and embeddings into a unified format optimized for machine learning workflows. The project distinguishes itself by combining a columnar layout for structured data with a specialized blob store for large multimodal tensors. It implements a hybrid search engine that integrates vector similarity search, full-text search, and SQL analytics on a single dataset, supported by a stor
LanceDB is a vector database and columnar data store designed to function as a versioned dataset manager and vector search engine. It serves as a high-performance backend for indexing and retrieving high-dimensional embeddings, providing the foundation for machine learning data pipelines. The system distinguishes itself through a combination of cloud-native object storage and immutable version tracking, allowing for data time-travel and reproducible AI experiments. It integrates hybrid search capabilities, merging dense vector similarity with BM25 full-text search and SQL-like scalar filters
IPFS is a peer-to-peer hypermedia protocol and content-addressed storage system that identifies data by cryptographic hashes rather than network locations. It enables the creation of a decentralized web by organizing files and directories as directed acyclic graphs of linked content identifiers. The project differentiates itself through the use of a distributed hash table for locating peers and a system of signed records to map human-readable names to changing content. It also provides HTTP gateways that translate standard web requests into peer-to-peer queries, allowing decentralized data to
Noms is a distributed version control database and content-addressable data store. It identifies data by cryptographic hashes to ensure integrity and deduplication, while tracking dataset state changes through a sequence of immutable commits to enable branching, forking, and historical recovery.
The main features of attic-labs/noms are: Content-Addressable Storage, Commit-Based Versioning, Application State Syncs, Complex Data Structure Stores, Content-Based Deduplication, Versioned Dataset Snapshots, Version Control Snapshots, Self-Describing Types.
Projects with overlapping indexed features include: orbitdb/orbitdb — OrbitDB is a decentralized data storage system that enables the creation of serverless databases residing across a… eto-ai/lance — Lance is a versioned columnar data format and storage engine designed as a multimodal AI lakehouse. It serves as a… lancedb/lancedb — LanceDB is a vector database and columnar data store designed to function as a versioned dataset manager and vector… ipfs/ipfs — IPFS is a peer-to-peer hypermedia protocol and content-addressed storage system that identifies data by cryptographic… datahaven-xyz/datahaven — Datahaven is a decentralized storage network and smart contract platform designed for storing verifiable data with… orbitdb/orbit-db — Orbit DB is a decentralized NoSQL database that utilizes conflict-free replicated data types to ensure eventual…