Skip to content

Commit a5757aa

Browse files
authored
Update content, pair down unused sections
1 parent b71cde1 commit a5757aa

File tree

1 file changed

+24
-17
lines changed

1 file changed

+24
-17
lines changed

README.md

Lines changed: 24 additions & 17 deletions
Original file line numberDiff line numberDiff line change
@@ -1,40 +1,47 @@
11
<div align="center">
22

3-
<a href="https://www.seldon.io/">
3+
<a href="https://www.seldon.io/solutions/core/">
44
<img alt="Core 2 Logo" src="/.images/core-2-logo.png" alt="Core 2 Logo" style="max-width: 100%; height: auto; width: 400px;">
55
</a>
66
</div>
77

88
# Deploy Modular, Data-centric AI applications at scale
99

10-
## 📖 About
11-
Seldon Core 2 is an MLOps and LLMOps framework for deploying, managing and scaling AI systems in Kubernetes - from singular models, to modular, data-centric applications. With Core 2 you can deploy across a wide range of model types, on-prem or in any cloud, in a standardized way that is production-ready out of the box.
10+
## 💡 About
11+
Seldon Core 2 is an MLOps and LLMOps framework for deploying, managing and scaling AI systems in Kubernetes - from singular models, to modular and data-centric applications. With Core 2 you can deploy in a standardized way across a wide range of model types, on-prem or in any cloud, and production-ready out of the box.
1212

13-
[![Introductory Youtube Video](./docs-gb/images/Core-intro-thumbnail.png)](https://www.youtube.com/watch?v=ar5lSG_idh4)
13+
</br>
14+
<div align="center">
15+
<a href="https://www.youtube.com/watch?v=ar5lSG_idh4">
16+
<img src="./docs-gb/images/Core-intro-thumbnail.png" alt="Introductory Youtube Video" style="max-width: 100%; width: 500px; height: auto;">
17+
</a>
18+
</div>
19+
</br>
1420

15-
## Features
21+
To learn more, or to contact Seldon regarding commercial use:
1622

17-
* **Pipelines**: Deploy composable AI pipelines, leveraging Kafka for realtime data streaming between components
23+
👉 [Read the Documentation](https://docs.seldon.ai/seldon-core-2)
24+
👉 [Contact Seldon](https://www.seldon.io/)
25+
26+
27+
## 🧩 Features
28+
29+
* **Pipelines**: Deploy composable AI applications, leveraging Kafka for realtime data streaming between components
1830
* **Autoscaling** for models and application components based on native or custom logic
1931
* **Multi-Model Serving**: Save infrastructure costs by consolidating multiple models on shared inference servers
2032
* **Overcommit**: Deploy more models than available memory allows, saving infrastructure costs for unused models
21-
* **Experiments**: Route data between candidate models or pipeline, with support for A/B tests and shadow deployments
33+
* **Experiments**: Route data between candidate models or pipelines, with support for A/B tests and shadow deployments
2234
* **Custom Components**: Implement custom logic, drift & outlier detection, LLMs and more through plug-and-play integrate with the rest of Seldon's ecosytem of ML/AI products!
2335

24-
## Publication
25-
26-
These features are influenced by our position paper on the next generation of ML model serving frameworks:
36+
## 🔬 Research
2737

28-
*Title*: [Desiderata for next generation of ML model serving](http://arxiv.org/abs/2210.14665)
38+
These features are influenced by our position paper on the next generation of ML model serving frameworks:
2939

30-
*Workshop*: Challenges in deploying and monitoring ML systems workshop - NeurIPS 2022
40+
👉 [Desiderata for next generation of ML model serving](http://arxiv.org/abs/2210.14665)
3141

42+
## 📜 License
3243

33-
## ⚡️ Quickstart
34-
44+
Seldon is distributed under the terms of the The Business Source License. A complete version of the license is available in the [LICENSE file](LICENSE) in this repository. Any contribution made to this project will be licensed under the Business Source License.
3545

36-
## Documentation
3746

38-
[Seldon Core 2 docs](https://docs.seldon.ai/seldon-core-2)
3947

40-
## 📜 License

0 commit comments

Comments
 (0)