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<p align="center">
<a href="https://vellum.ai">
<picture>
<img alt="Vellum README banner" src="https://storage.googleapis.com/vellum-public/assets/github-readme-banner.png" height="128">
</picture>
</a>
<p align="center">
<a href="https://vellum.ai">Learn more</a>
ยท
<a href="https://www.vellum.ai/landing-pages/request-demo">Talk to us</a>
</p>
</p>
<p align="center">
<a href="https://pepy.tech/project/vellum-ai">
<img src="https://img.shields.io/pypi/dm/vellum-ai" alt="Vellum AI PyPI - Downloads" >
</a>
<a href="https://pypi.org/project/vellum-ai" target="_blank">
<img src="https://img.shields.io/pypi/v/vellum-ai?color=%2334D058&label=pypi%20package" alt="Package version">
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<a href="https://www.ycombinator.com/companies/vellum">
<img src="https://img.shields.io/badge/Y%20Combinator-W23-orange?style=flat-square" alt="Y Combinator S24">
</a>
</p>
# Introduction
[Vellum](https://www.vellum.ai/) is the end-to-end development platform for building production-grade AI applications.
### Core Features
- **Orchestration:** A powerful SDK and IDE for defining and debugging the control flow of your AI applications
- **Prompting:** A best-in-class prompt playground for iterating on and refining prompts between models from any provider
- **Evaluations**: An evaluations framework that makes it easy to measure the quality of your AI systems at scale
- **Retrieval:** A ready-to-go service for turning unstructured content into intelligent, context-aware solutions
optimized for AI systems
- **Deployment:** Decouple updates to your AI systems from your application code with an easy integration +
one-click deploy
- **Observability:** Monitor and debug your AI systems in real-time with detailed logs, metrics, and end-user feedback
## Table of Contents
- [Get Started](#get-started)
- [Client SDK](#client-sdk)
- [Workflows SDK](#workflows-sdk)
- [Contributing](#contributing)
- [Open-source vs paid](#open-source-vs-paid)
## Get Started
Most functionality within the Vellum SDK requires a Vellum account and API key. You can sign up for free [here](https://app.vellum.ai/signup?f=wsdk&utm_source=github&utm_medium=repo_readme&utm_campaign=sdk) or visit our [pricing page](https://www.vellum.ai/pricing) for paid options.
Even without a Vellum account, you can use the Workflows SDK to define the control flow of your AI systems. [Learn
more below](#workflows-sdk).
## Client SDK
The Vellum Client SDK, found within `src/vellum/client` is a low-level client used to interact directly with the Vellum API.
Learn more and get started by visiting the [Vellum Client SDK README](/src/vellum/client/README.md).
## Workflows SDK
The Vellum Workflows SDK is a high-level framework for defining and debugging the control flow of AI systems. At
it's core, it's a powerful workflow engine with syntactic sugar for declaratively defining graphs, the nodes within,
and the relationships between them.
The Workflows SDK can be used with or without a Vellum account, but a Vellum account is required to use certain
out-of-box nodes and features, including the ability to push and pull your Workflow definition to Vellum for editing
and debugging via a UI.
To learn more and get started, visit the [Vellum Workflows SDK README](/src/vellum/workflows/README.md).
## Contributing
See the [CONTRIBUTING.md](/CONTRIBUTING.md) for information on how to contribute to the Vellum SDKs.
## Open-Source vs. Paid
This repo is available under the [MIT expat license](https://github.com/vellum-ai/vellum-python-sdks/blob/main/LICENSE), except
for the `ee` directory (which has its [license here](https://github.com/vellum-ai/vellum-python-sdks/blob/main/ee/LICENSE)) if applicable.
To learn more, [book a demo](https://www.vellum.ai/landing-pages/request-demo) or see our [pricing page](https://www.vellum.ai/pricing).
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"description": "<p align=\"center\">\n <a href=\"https://vellum.ai\">\n <picture>\n <img alt=\"Vellum README banner\" src=\"https://storage.googleapis.com/vellum-public/assets/github-readme-banner.png\" height=\"128\">\n </picture>\n </a>\n <p align=\"center\">\n <a href=\"https://vellum.ai\">Learn more</a>\n \u00b7\n <a href=\"https://www.vellum.ai/landing-pages/request-demo\">Talk to us</a>\n </p>\n</p>\n\n<p align=\"center\">\n <a href=\"https://pepy.tech/project/vellum-ai\">\n <img src=\"https://img.shields.io/pypi/dm/vellum-ai\" alt=\"Vellum AI PyPI - Downloads\" >\n </a>\n <a href=\"https://pypi.org/project/vellum-ai\" target=\"_blank\">\n <img src=\"https://img.shields.io/pypi/v/vellum-ai?color=%2334D058&label=pypi%20package\" alt=\"Package version\">\n </a>\n <a href=\"https://www.ycombinator.com/companies/vellum\">\n <img src=\"https://img.shields.io/badge/Y%20Combinator-W23-orange?style=flat-square\" alt=\"Y Combinator S24\">\n </a>\n</p>\n\n# Introduction\n\n[Vellum](https://www.vellum.ai/) is the end-to-end development platform for building production-grade AI applications.\n\n### Core Features\n\n- **Orchestration:** A powerful SDK and IDE for defining and debugging the control flow of your AI applications\n- **Prompting:** A best-in-class prompt playground for iterating on and refining prompts between models from any provider\n- **Evaluations**: An evaluations framework that makes it easy to measure the quality of your AI systems at scale\n- **Retrieval:** A ready-to-go service for turning unstructured content into intelligent, context-aware solutions\n optimized for AI systems\n- **Deployment:** Decouple updates to your AI systems from your application code with an easy integration +\n one-click deploy\n- **Observability:** Monitor and debug your AI systems in real-time with detailed logs, metrics, and end-user feedback\n\n## Table of Contents\n\n- [Get Started](#get-started)\n- [Client SDK](#client-sdk)\n- [Workflows SDK](#workflows-sdk)\n- [Contributing](#contributing)\n- [Open-source vs paid](#open-source-vs-paid)\n\n## Get Started\n\nMost functionality within the Vellum SDK requires a Vellum account and API key. You can sign up for free [here](https://app.vellum.ai/signup?f=wsdk&utm_source=github&utm_medium=repo_readme&utm_campaign=sdk) or visit our [pricing page](https://www.vellum.ai/pricing) for paid options.\n\nEven without a Vellum account, you can use the Workflows SDK to define the control flow of your AI systems. [Learn\nmore below](#workflows-sdk).\n\n## Client SDK\n\nThe Vellum Client SDK, found within `src/vellum/client` is a low-level client used to interact directly with the Vellum API.\nLearn more and get started by visiting the [Vellum Client SDK README](/src/vellum/client/README.md).\n\n## Workflows SDK\n\nThe Vellum Workflows SDK is a high-level framework for defining and debugging the control flow of AI systems. At\nit's core, it's a powerful workflow engine with syntactic sugar for declaratively defining graphs, the nodes within,\nand the relationships between them.\n\nThe Workflows SDK can be used with or without a Vellum account, but a Vellum account is required to use certain\nout-of-box nodes and features, including the ability to push and pull your Workflow definition to Vellum for editing\nand debugging via a UI.\n\nTo learn more and get started, visit the [Vellum Workflows SDK README](/src/vellum/workflows/README.md).\n\n## Contributing\n\nSee the [CONTRIBUTING.md](/CONTRIBUTING.md) for information on how to contribute to the Vellum SDKs.\n\n## Open-Source vs. Paid\n\nThis repo is available under the [MIT expat license](https://github.com/vellum-ai/vellum-python-sdks/blob/main/LICENSE), except\nfor the `ee` directory (which has its [license here](https://github.com/vellum-ai/vellum-python-sdks/blob/main/ee/LICENSE)) if applicable.\n\nTo learn more, [book a demo](https://www.vellum.ai/landing-pages/request-demo) or see our [pricing page](https://www.vellum.ai/pricing).\n",
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