[opensourcedex]

autoflow is a free, open source machine learning infrastructure project written in TypeScript and released under Apache-2.0. It has 2,973 GitHub stars, 193 forks and 74 open issues, and was last pushed 5 months ago. On this registry it ranks #41 of 80 tracked projects in Machine Learning Infrastructure, with 5 head-to-head comparisons available.

AutoFlow

AutoFlow

pingcap%2Fautoflow | Trendshift

Backend Docker Image Version Frontend Docker Image Version E2E Status

[!WARNING] Autoflow is still in the early stages of development. And we are actively working on it, the next move is to make it to a python package and make it a RAG solution e.g. pip install autoflow-ai. If you have any questions or suggestions, please feel free to contact us on Discussion.

Introduction

AutoFlow is an open source graph rag (graphrag: knowledge graph rag) based knowledge base tool built on top of TiDB Vector and LlamaIndex and DSPy.

Features

  1. Perplexity-style Conversational Search page: Our platform features an advanced built-in website crawler, designed to elevate your browsing experience. This crawler effortlessly navigates official and documentation sites, ensuring comprehensive coverage and streamlined search processes through sitemap URL scraping.

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  1. Embeddable JavaScript Snippet: Integrate our conversational search window effortlessly into your website by copying and embedding a simple JavaScript code snippet. This widget, typically placed at the bottom right corner of your site, facilitates instant responses to product-related queries.

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Tech Stack

  • TiDB – Database to store chat history, vector, json, and analytic
  • LlamaIndex - RAG framework
  • DSPy - The framework for programming—not prompting—foundation models
  • Next.js – Framework
  • Tailwind CSS – CSS framework
  • shadcn/ui - Design

Contributing

We welcome contributions from the community. If you are interested in contributing to the project, please read the Contributing Guidelines.

Performance Stats of pingcap/autoflow - Last 28 days

License

AutoFlow is open-source under the Apache License, Version 2.0. You can find it here.

Contact

You can reach out to us on Discord.

Frequently asked questions

Is autoflow free to use?

autoflow is open source under the Apache-2.0 licence. There is no licence fee and no seat count — you can self-host it or, where the project offers one, pay a vendor for a managed version instead.

What does autoflow do?

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

What is autoflow written in?

autoflow is primarily written in TypeScript. Its source is publicly available at https://github.com/pingcap/autoflow, and it has 2,973 GitHub stars.