Rizzo Flow
Rizzo Flow is an open-source, local-first tool that turns unstructured state into typed decisions with probabilities using open-weight models. It provides a local API, command-line interface, and browser playground, and generates no output tokens for its decisions.
What it does
Run local AI decisions such as classification, choice selection, scoring, and numeric judgments without generating text tokens.
- Availability
- Quickstart instructions and downloadable packages are provided in the public repository.
- Pricing model
- Not stated; the project is open-source.
- Deployment
- Local machine; runs with llama.cpp on GPU or CPU.
- Privacy
- Local-first; runs on your own hardware.
- Licence
- Apache-2.0
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
4 claims- The application returns typed decisions with probabilities instead of generated text. [1]
model: a *function call with judgment* that takes unstructured state and returns **typed decisions
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - The README provides a quickstart for downloading the runtime and model and starting the application. [1]
- It runs locally with llama.cpp on Apple, NVIDIA, AMD, or Intel hardware, or without a GPU. [1]
[llama.cpp](https://github.com/ggml-org/llama.cpp), so the hardware can be an Apple, NVIDIA, AMD
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - The application includes a playground and a Jev-compatible HTTP interface. [1]
Sources
1
1
GitHub new repositoriesOwner-controlled
https://github.com/Rizzo-AI-Academy/rizzo-flow
Retrieved 2026-10-27 01:17 UTC
Verified
Versions
4| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 4 | 2026-10-22 00:04 UTC | evidence update | score | Current |
| 3 | 2026-09-26 12:32 UTC | material change | capability, access, deployment, pricing, availability, deployment, privacy | Current |
| 2 | 2026-09-25 13:23 UTC | material change | modality, pricing, availability, pricing model, deployment, privacy | Current |
| 1 | 2026-09-24 13:41 UTC | publication | None | Current |
In briefs
1- New models and tools focus on typed decisions and long-context tasks Weekly brief 2026-W39
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.