xpert  by xpert-ai

AI platform for enterprise data analysis and agent orchestration

Created 10 months ago
255 stars

Top 98.9% on SourcePulse

GitHubView on GitHub
Project Summary

Xpert AI is an open-source platform designed for enterprises to enhance business decision-making through integrated AI agent orchestration and data analysis. It targets businesses seeking to leverage AI for complex problem-solving, indicator management, and data-driven insights, offering a hybrid architecture that balances AI flexibility with workflow stability.

How It Works

Xpert AI employs an "Agent-Workflow Hybrid Architecture" to combine the adaptability of Large Language Models (LLMs) with the reliability of traditional workflows. It facilitates complex task execution by orchestrating multiple intelligent agents, allowing them to collaborate and leverage diverse capabilities. Concurrently, its data analysis platform supports multidimensional modeling, metrics management, and BI visualization, connecting to various data sources for agile business intelligence.

Quick Start & Requirements

Installation is streamlined via Docker Compose. Minimum system requirements include a CPU with 2+ Cores, 4 GiB RAM, and Node.js (versions 18.x, 19.x, 20.x, 22.x). After cloning the repository, navigate to the docker directory, copy .env.example to .env, and run docker compose up -d. The dashboard is accessible at http://localhost/onboarding. Further details are available in the Wiki - Development and the Xpert Project Feature Guide.

Highlighted Details

  • Digital Expert Project: Introduces collaboration features for multiple AI agents within projects, supporting custom toolsets, shared file context, autonomous exploration, step-by-step planning, and multi-user participation.
  • Data Analysis Capabilities: Offers multidimensional modeling, metrics management, and BI visualization tools, connecting to diverse data sources for uncovering business value.
  • Visualizations: Includes examples of Pareto analysis, product profit analysis, reseller analysis, and various dashboards like Bigview.

Maintenance & Community

The project encourages community contributions via feature requests and pull requests against the develop branch. Updates and discussions can be followed on Xpert AI Platform @ Twitter.

Licensing & Compatibility

Xpert AI is available in Community, Enterprise, and Enterprise Pro editions, with specific licensing details provided in the LICENSE file.

Limitations & Caveats

The SaaS version is currently in an Alpha/testing mode and should be used with caution. The project's Wiki documentation is marked as Work In Progress (WIP).

Health Check
Last Commit

23 hours ago

Responsiveness

Inactive

Pull Requests (30d)
15
Issues (30d)
12
Star History
41 stars in the last 30 days

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