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digithings vs ModelBrain RAG

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

digithings compared with ModelBrain RAG
Detaildigithings logo digithingsModelBrain RAG logo ModelBrain RAG
What it doesOpen-source AI infrastructure you self-host on your own hardware with your own keys An HTTP document search API for your apps
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelOpen source Open source
PricingSelf-host: $0 (open source, MIT-licensed). Service and Enterprise tiers available on contact for integration and custom development work. Not given
Key features
  • Provider routing with LiteLLM
  • Search passages that match a query with scores and file references
  • Manage collections and add or remove documents over HTTP or web interface
  • Share vaults and partitions for search-only access
  • API keys with read, write or admin access levels
  • Web interface for search and administration
  • User account management with three access levels
  • Full-text and vector search indexes
  • Runs locally on 127.0.0.1 with no outgoing connections
  • SHA-256 hashed API keys and scrypt hashed passwords
  • Limit lists restrict collections and vaults per user or API key
What makes it different
  • Complete ownership: your keys, hardware, data and audit logs stay under your control
  • No vendor lock-in: compose individual modules with your existing stack rather than replacing it
  • Full transparency: MIT-licensed, publicly developed on GitHub with open issues, PRs and commit history
  • Every request traceable: one ID threads through all services with full audit logging
  • Runs entirely locally on your computer with no outgoing connections
  • Free and open source with MIT license
  • Does not write answers or contain a language model
  • Shared vaults and partitions are search-only and cannot be modified
  • Integrates with any language model of your choice
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)5 −4 (down) since last check1 no change since last check
Trust Flow (Majestic)03
Citation Flow (Majestic)1327
Referring domains (Majestic)117

4 details filled in for both companies.

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