Lightdash
The open-source BI platform that turns your dbt project into a governed, version-controlled analytics engine.
Create interactive, high-performance browser-based visualizations using Python without writing JavaScript.
Bokeh is a sophisticated open-source library for interactive visualization in modern web browsers. It provides elegant, concise construction of versatile graphics and affords high-performance interactivity over very large or streaming datasets. As of 2026, Bokeh stands out in the AI ecosystem by bridging the gap between powerful Python-based data processing and the rich interaction capabilities of the web. Its architecture relies on a declarative approach where users define plots in Python, which are then translated into a JSON format consumed by BokehJS, a client-side JavaScript library. This separation of concerns allows data scientists to build complex dashboards and real-time monitoring tools for LLM performance, sensor telemetry, and financial modeling without requiring front-end engineering expertise. Bokeh’s unique 'Bokeh Server' capability enables bi-directional communication between the Python backend and the browser, allowing for complex server-side computations to trigger immediate UI updates. This makes it a preferred choice for 2026 enterprise AI architectures where real-time inference observability and human-in-the-loop data labeling are critical components of the production pipeline.
A server-side component that synchronizes a Python environment with a browser-based UI, allowing Python code to react to UI events.
The open-source BI platform that turns your dbt project into a governed, version-controlled analytics engine.
Convert natural language prompts into high-performance SQL for the Atlassian Data Lake.
Transform fragmented datasets into navigable, high-fidelity neural knowledge graphs for RAG orchestration.
The Business Cloud: Modernizing workflows through real-time data integration, AI, and intuitive app experiences.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Leverages the GPU via WebGL to render large datasets (millions of points) with high frame rates.
A specialized data structure that maps column names to sequences of data, optimized for browser transmission.
Automatic synchronization of selections across multiple plots sharing the same data source.
A framework for wrapping third-party JavaScript libraries into Bokeh models.
Native rendering of mathematical expressions using KaTeX within plot labels and titles.
Generates standalone HTML files, embedded JSON, or static image formats (PNG/SVG).
Visualizing high-frequency inference metrics and drift in production without building a custom React frontend.
Registry Updated:2/7/2026
Interactive exploration of Monte Carlo simulations with thousands of potential paths.
Mapping global supply chain routes with live GPS telemetry overlays.