Notebook/dashboard app with Python, SQL, scheduling, visualizations, and code generation
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Briefer provides a unified platform for creating and sharing interactive data dashboards and code-based notebooks, targeting technical users who need flexibility and non-technical users who require accessible data insights. It aims to bridge the gap between traditional BI tools and code notebooks, offering a collaborative environment for data analysis, reporting, and application building.
How It Works
Briefer combines Markdown, Python, and SQL within a web-based interface, allowing users to develop content in a notebook format. This content can then be transformed into interactive dashboards with drag-and-drop functionality and user inputs. Key features include real-time multiplayer collaboration, AI-assisted code generation for queries and Python blocks, and built-in scheduling for automated updates. The architecture comprises a Next.js frontend, a Node.js API, and an optional Python AI service, all requiring PostgreSQL and a Jupyter server.
Quick Start & Requirements
pip install briefer
briefer
http://localhost:3000
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Maintenance & Community
Licensing & Compatibility
Limitations & Caveats
The AGPLv3 license may impose significant restrictions on integrating this software into proprietary, closed-source applications. The AI features require an OpenAI API key and incur external costs.
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