https://github.com/canner/wren-engine

🤖 The semantic engine for LLMs, bringing semantic context to AI agents. 🔥
https://github.com/canner/wren-engine

business-intelligence data data-analysis data-analytics data-lake data-warehouse hacktoberfest llm semantic semantic-layer sql

Last synced: 4 days ago
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🤖 The semantic engine for LLMs, bringing semantic context to AI agents. 🔥

• Host: GitHub
• URL: https://github.com/canner/wren-engine
• Owner: Canner
• License: apache-2.0
• Created: 2022-05-09T07:07:45.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-10-29T10:32:58.000Z (3 months ago)
• Last Synced: 2024-10-29T11:57:20.348Z (3 months ago)
• Topics: business-intelligence, data, data-analysis, data-analytics, data-lake, data-warehouse, hacktoberfest, llm, semantic, semantic-layer, sql
• Language: Java
• Homepage: https://getwren.ai/oss
• Size: 13 MB
• Stars: 122
• Watchers: 13
• Forks: 31
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: .github/CODE_OF_CONDUCT.md
  • Security: SECURITY.md
  • Support: .github/SUPPORT.md

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Wren Engine


  





  

    

  

  

    

  

  

    

  

  

    

  



> Wren Engine is the semantic engine for LLMs, the backbone of the [Wren AI](https://github.com/Canner/WrenAI) project.



Useful links

- [Wren AI Website](https://getwren.ai)

- [Wren Engine Documentation](https://docs.getwren.ai/oss/engine/get_started/what_is)

## 🎯 Our Mission

The Wren engine aims to be compatible with composable data systems. It follows two important traits: Embeddable and interoperability. With these two designs in mind, you can reuse the semantic context across your AI agents through our APIs and connect freely with your on-premise and cloud data sources, which nicely fit into your existing data stack.



🤩 [About our Vision - The new wave of Composable Data Systems and the Interface to LLM agents](https://getwren.ai/post/the-new-wave-of-composable-data-systems-and-the-interface-to-llm-agents)

## 🤔 Concepts

- [Introducing Wren Engine](https://docs.getwren.ai/oss/engine/get_started/what_is)

- [What is semantics?](https://docs.getwren.ai/oss/engine/concept/what_is_semantics)

- [What is Modeling Definition Language (MDL)?](https://docs.getwren.ai/oss/engine/concept/what_is_mdl)

- [Benefits of Wren Engine with LLMs](https://docs.getwren.ai/oss/engine/concept/benefits_llm)

## 🚧 Project Status

Wren Engine is currently in the beta version. The project team is actively working on progress and aiming to release new versions at least biweekly.

## ⭐️ Community

- Welcome to our [Discord server](https://discord.gg/5DvshJqG8Z) to give us feedback!

- If there is any issues, please visit [Github Issues](https://github.com/Canner/wren-engine/issues).

## 🚀 Get Started

Check out our latest documentation to get a [Quick start](https://docs.getwren.ai/oss/engine/get_started/quickstart).

## 🙌 How to build?

### Normal Build

```bash

mvn clean install -DskipTests

```

### Build an executable jar

```bash

mvn clean package -DskipTests -P exec-jar

```