https://github.com/axilla-io/ax

The TypeScript framework for AI development
https://github.com/axilla-io/ax

ai llm typescript

Last synced: about 2 months ago
JSON representation

The TypeScript framework for AI development

• Host: GitHub
• URL: https://github.com/axilla-io/ax
• Owner: axflow
• License: mit
• Created: 2023-07-02T22:35:16.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-02T00:14:33.000Z (10 months ago)
• Last Synced: 2024-11-08T22:03:37.559Z (about 2 months ago)
• Topics: ai, llm, typescript
• Language: TypeScript
• Homepage: https://axflow.dev
• Size: 12.9 MB
• Stars: 1,103
• Watchers: 10
• Forks: 45
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-langchain - Ax - io/ax?style=social) (Other LLM Frameworks / Videos Playlists)
• awesome-langchain-zh - Ax - io/ax?style=social): 一个为ts设计的AI 框架 (其他LLM框架 / 文章)

README

        
![Axflow banner](./assets/banner.jpg)

# The TypeScript framework for AI development

![Github CI](https://github.com/axflow/axflow/workflows/Github%20CI/badge.svg) [![Slack](https://img.shields.io/badge/Join%20Our%20Community-Slack-blue)](https://join.slack.com/t/axilladevelopers/shared_invite/zt-212wj3ek0-NHzIFtVg1lxL1t0ViPbysA)



Axflow is a collection of modules for building robust natural language powered applications. These modules can be adopted incrementally, thus providing a modular and scalable solution.

Used together, they form an end-to-end framework for developing AI applications.

# Modules

- [**@axflow/models**](./packages/models/) — A zero-dependency, modular SDK for building robust natural language applications. Includes React hooks and streaming utilities that make building AI applications a breeze.

- [**axgen**](./packages/axgen/) — A framework for connecting your data to large language models

- [**axeval**](./packages/axeval/) — A framework for evaluating LLM output quality

In addition to the above modules, we're working on the following modules:

- **extract**: A library for efficient data processing, particularly loading, transforming, and chunking documents from arbitrary sources. Most useful for applications that need to load and preprocess data for vector search.

- **serve**: A serving framework to run any LLM model (OSS or otherwise). It will also provide middleware options for user throttling, analytics, and logging

- **finetune**: A library focused on fine-tuning models

## [Documentation](https://docs.axflow.dev)

# Goals

Axflow aspires to deconstruct the complex paradigms of working with LLMs into manageable and intuitive components.

Our library takes a code-first approach, emphasizing the importance of flexibility and control for developers.

As a foundational framework, Axflow empowers developers to build higher-level TypeScript AI features and products seamlessly.

## Examples

Here is an example [open source UI](https://github.com/axflow/original-demo-ui) showcasing what our first module, axgen, can do, with a [short video](https://www.loom.com/share/458f9b6679b740f0a5c78a33fffee3dc) walkthrough.

## License

[MIT](LICENSE.md)