RxInferServer

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RESTful HTTP endpoints to RxInfer

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# RxInferServer.jl

> [!NOTE]  
> This is a work in progress and the API is not yet stable and may undergo significant changes. Use at your own risk.

A Julia package that provides RESTful HTTP server functionality for deploying [RxInfer.jl](https://github.com/biaslab/RxInfer.jl) probabilistic models as web services.

## Available SDKs

RxInferServer provides official SDKs for different programming languages:

- **Julia SDK**: Included in this repository under the `openapi/client` folder. This SDK is automatically generated from the OpenAPI specification and is the most up-to-date implementation.
- **Python SDK**: Available as a separate package at [RxInferClient.py](https://github.com/lazydynamics/RxInferClient.py). This client provides a Python interface to interact with RxInferServer.

## Documentation

The documentation for the server API and usage is available at [server.rxinfer.com](https://server.rxinfer.com).

## Planned features

- Deploy RxInfer models as HTTP endpoints
- Create multiple instances of the same model
- Run inference, planning and learning in parallel
- Configurable inference parameters (iterations, free energy computation)
- Flexible data input and output formats
- Data layout verification (e.g. missing data, etc.)
- Extensive statistics and diagnostics
- Support for model history and posterior distribution tracking

## Developer commands

The repository uses [Makefile](https://www.gnu.org/software/make/manual/make.html) to run commands useful for developers. Use `make help` to see the available commands.

## License

This project is licensed under the GNU Affero General Public License v3.0 - see the LICENSE file for details.

For companies and organizations that require different licensing terms, alternative licensing options are available from [Lazy Dynamics](https://www.lazydynamics.com). Please [contact](mailto:info@lazydynamics.com) Lazy Dynamics for more information about licensing options that may better suit your specific needs and use cases.

RxInferServer

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