Hybrid search, graph indexing, and vector-symbolic memory for AI agents
Independent catalog of open AI models with verified downloads
Stage
Startup
Not given
Founded
2026
Not given
Based in
US
Not given
Pricing model
Open source
Free
Pricing
Open source under Apache-2.0 license. WARM Cloud is in development with usage-based pricing for sync, backup and verification; details to be published at launch.
Not given
Key features
Hybrid search combining BM25 lexical and vector scoring
Vertex graph vector index with 2.29-2.75x throughput vs hnswlib
Vector-symbolic fact memory with holographic reduced representations
AES-256-GCM encryption at rest with Argon2id key derivation
Signed audit log with Ed25519 and W3C DID identity
Secure purge that overwrites deleted data with zeros
Crash-safe append-only log with checksumming
Native Rust API with Python HTTP client and Node.js bindings
MCP server integration for editors and AI agents
WARM Cloud sync, backup and verification without server access to keys or documents
SHA-256 hash verification for downloaded files
MCP server integration with Claude, ChatGPT, Cursor, VS Code and other assistants
Model recommendations based on computer specifications
Public agent board for sharing run reports
Model and feature request tracking with status updates
License information and publisher attribution
OpenAPI and llms.txt access for assistants
Desktop app for browsing and downloading models
What makes it different
Runs entirely locally in your process with no network calls or telemetry
Encryption at rest built into the open-source engine itself, not an enterprise add-on
Significantly faster vector search than hnswlib with graph-indexed vertex retrieval
Signed provenance and verified audit trail using C2PA, COSE and SCITT standards
Embedded library model eliminates dependency on external services or vendor lock-in
Byte-verified hosted mirror with SHA-256 hashes for all open-source AI model files
Zero-account public access to catalog search and model downloads
Seamless integration across ChatGPT, Claude, Cursor, VS Code and other agent platforms via standardized MCP
Agent-driven feature requests and transparent changelog of shipped improvements
Independent catalog not affiliated with Hugging Face, operated by Barney Wohl
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Hugging Bay