Software Development Kit (SDK)
- Daylan Araz
- Dominik Meyer
- Enerel Khuyag
Unique AI offers a specialised solution crafted for the financial sector, aimed at boosting productivity by leveraging AI and ChatGPT technologies to automate tasks traditionally done manually.
The Unique Python SDK grants access to the public API of Unique AI and includes features for verifying Webhook signatures, confirming the legitimacy of incoming Webhook requests.
Package
A full guide can be found on the Python Package Index.
Deploying the SDK
This diagram depicts the general principle of how the SDK can be deployed and operated.
Clients must self-host modules with the SDK on any hyperscaler or even on-premise. The generic process that is modeled above includes five key components:
Component | Function | Examples |
|---|---|---|
A code repository | Developers develop the module and then iterate it Most of these tools allow enforcing four-eye principles for developing and deploying separately | GitHub GitLab Bitbucket On premise Git solution |
Automation | Runs tests and checks, builds the image, ships it to a registry and triggers a deployment | GitHub Actions GitLab CI Runners Bitbucket Pipelines Jenkins |
Container Registry | Stores immutable versions of the modules | Azure Container Registry DockerHub |
Container-running infrastructure | Since its only a docker image, it can be ran literally nearly everywhere, the only requirement being able to run container images. | Azure Container Apps Azure Functions AWS Lambda Google Kubernetes Engine etc. |
Unique | Calls the modules |
Unique examples
Unique makes the source code available for both the repository (as a template) as well as some base tooling for automation with GitHub Actions.
Clients are free to reuse this code or use it as inspiration to rebuild the same on another Git platform or respective CI/CDs.
Is this whole setup needed?
No, clients can run Python code where they fancy. Above is a reference architecture. Clients can run it on a Raspberry Pi in a basement on a mountain, even though Unique recommends the setup above.
Author | @Konstantin Krauss |
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