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<title data-rh="true">Ramble Overview | Ramble</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://pages.brrd.tech/rob/ramble/"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="Ramble Overview | Ramble"><meta data-rh="true" name="description" content="AI-powered structured field extraction from unstructured text. A configurable GUI tool that lets users "ramble" about an idea and extracts structured fields using AI."><meta data-rh="true" property="og:description" content="AI-powered structured field extraction from unstructured text. A configurable GUI tool that lets users "ramble" about an idea and extracts structured fields using AI."><link data-rh="true" rel="icon" href="/rob/ramble/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://pages.brrd.tech/rob/ramble/"><link data-rh="true" rel="alternate" href="https://pages.brrd.tech/rob/ramble/" hreflang="en"><link data-rh="true" rel="alternate" href="https://pages.brrd.tech/rob/ramble/" hreflang="x-default"><script data-rh="true">function insertBanner(){var n=document.createElement("div");n.id="__docusaurus-base-url-issue-banner-container";n.innerHTML='\n<div id="__docusaurus-base-url-issue-banner" style="border: thick solid red; background-color: rgb(255, 230, 179); margin: 20px; padding: 20px; font-size: 20px;">\n <p style="font-weight: bold; font-size: 30px;">Your Docusaurus site did not load properly.</p>\n <p>A very common reason is a wrong site <a href="https://docusaurus.io/docs/docusaurus.config.js/#baseUrl" style="font-weight: bold;">baseUrl configuration</a>.</p>\n <p>Current configured baseUrl = <span style="font-weight: bold; color: red;">/rob/ramble/</span> </p>\n <p>We suggest trying baseUrl = <span id="__docusaurus-base-url-issue-banner-suggestion-container" style="font-weight: bold; color: green;"></span></p>\n</div>\n',document.body.prepend(n);var e=document.getElementById("__docusaurus-base-url-issue-banner-suggestion-container"),s=window.location.pathname,o="/"===s.substr(-1)?s:s+"/";e.innerHTML=o}document.addEventListener("DOMContentLoaded",function(){void 0===window.docusaurus&&insertBanner()})</script><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Ramble Overview","item":"https://pages.brrd.tech/rob/ramble/"}]}</script><link rel="stylesheet" href="/rob/ramble/assets/css/styles.6095798e.css">
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padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/rob/ramble/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Ramble Overview</span></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Ramble Overview</h1></header>
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<p>AI-powered structured field extraction from unstructured text. A configurable GUI tool that lets users "ramble" about an idea and extracts structured fields using AI.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="project-links">Project Links<a href="#project-links" class="hash-link" aria-label="Direct link to Project Links" title="Direct link to Project Links" translate="no"></a></h2>
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<table><thead><tr><th>Resource</th><th>URL</th></tr></thead><tbody><tr><td><strong>Git Repository</strong></td><td><a href="https://gitea.brrd.tech/rob/ramble" target="_blank" rel="noopener noreferrer" class="">https://gitea.brrd.tech/rob/ramble</a></td></tr><tr><td><strong>Docker Image</strong></td><td><code>gitea.brrd.tech/rob/ramble:latest</code></td></tr><tr><td><strong>Local Path</strong></td><td><code>~/PycharmProjects/ramble</code></td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="core-concept">Core Concept<a href="#core-concept" class="hash-link" aria-label="Direct link to Core Concept" title="Direct link to Core Concept" translate="no"></a></h2>
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<p>Ramble solves the problem of capturing ideas in a structured format. Instead of filling out rigid forms, you describe what you want in natural language, and AI extracts the structured data.</p>
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<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">┌─────────────────────────────────────────────────────────────────┐</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ Ramble │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">├─────────────────────────────────────────────────────────────────┤</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ ┌─────────────────────────────────────────────────────────┐ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ "I want a feature that lets users export their data │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ to CSV format. It should support filtering by date │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ and include all fields. Maybe add PDF export too." │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ └─────────────────────────────────────────────────────────┘ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ ▼ AI Extraction │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ ┌─────────────────────────────────────────────────────────┐ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ { │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ "title": "Data Export Feature", │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ "type": "feature", │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ "formats": ["CSV", "PDF"], │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ "filters": ["date"], │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ "scope": "all fields" │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │ } │ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ └─────────────────────────────────────────────────────────┘ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ │</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">└─────────────────────────────────────────────────────────────────┘</span><br></span></code></pre></div></div>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="key-features">Key Features<a href="#key-features" class="hash-link" aria-label="Direct link to Key Features" title="Direct link to Key Features" translate="no"></a></h2>
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<table><thead><tr><th>Feature</th><th>Description</th></tr></thead><tbody><tr><td><strong>Free-form Input</strong></td><td>Type naturally without structure constraints</td></tr><tr><td><strong>AI Extraction</strong></td><td>Multiple providers (Claude, Codex, Gemini)</td></tr><tr><td><strong>Configurable Fields</strong></td><td>Define what fields to extract with custom criteria</td></tr><tr><td><strong>Field Locking</strong></td><td>Lock fields you've refined for re-extraction</td></tr><tr><td><strong>PlantUML Diagrams</strong></td><td>Auto-generate diagrams from descriptions</td></tr><tr><td><strong>Headless Mode</strong></td><td>CLI usage without GUI</td></tr><tr><td><strong>Programmatic API</strong></td><td>Import and use in Python scripts</td></tr><tr><td><strong>Docker Support</strong></td><td>Pre-built container for easy deployment</td></tr><tr><td><strong>Image Generation</strong></td><td>Stability AI and Pexels integration</td></tr></tbody></table>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="tech-stack">Tech Stack<a href="#tech-stack" class="hash-link" aria-label="Direct link to Tech Stack" title="Direct link to Tech Stack" translate="no"></a></h2>
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<ul>
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<li class=""><strong>Python 3.10+</strong></li>
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<li class=""><strong>PySide6</strong> - Cross-platform GUI</li>
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<li class=""><strong>Multiple AI Providers</strong> - Claude, Codex, Gemini, mock</li>
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<li class=""><strong>PlantUML</strong> - Diagram generation</li>
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<li class=""><strong>Docker</strong> - Containerized deployment</li>
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</ul>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="use-cases">Use Cases<a href="#use-cases" class="hash-link" aria-label="Direct link to Use Cases" title="Direct link to Use Cases" translate="no"></a></h2>
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<ol>
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<li class=""><strong>Feature Requests</strong>: Ramble about a feature, get structured spec</li>
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<li class=""><strong>Bug Reports</strong>: Describe issue, extract steps/expected/actual</li>
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<li class=""><strong>Meeting Notes</strong>: Ramble about discussion, extract action items</li>
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<li class=""><strong>Documentation</strong>: Describe concept, get structured outline</li>
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</ol>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="integration">Integration<a href="#integration" class="hash-link" aria-label="Direct link to Integration" title="Direct link to Integration" translate="no"></a></h2>
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<p>Ramble integrates with Development Hub to provide a user-friendly way to create new projects and feature requests through natural language input.</p>
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<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Standalone usage</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">ramble</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># With Docker</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">docker run -it --rm \</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> -e DISPLAY=$DISPLAY \</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> -v /tmp/.X11-unix:/tmp/.X11-unix \</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> gitea.brrd.tech/rob/ramble --provider mock</span><br></span></code></pre></div></div>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="quick-start">Quick Start<a href="#quick-start" class="hash-link" aria-label="Direct link to Quick Start" title="Direct link to Quick Start" translate="no"></a></h2>
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<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Install</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cd ~/PycharmProjects/ramble</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">pip install -e .</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Run GUI with mock provider</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">ramble --provider mock</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Run with Claude</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">ramble --provider claude</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"># Headless mode</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">ramble --field-values '{"Title":"My Feature","Summary":"A cool feature"}'</span><br></span></code></pre></div></div>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="architecture">Architecture<a href="#architecture" class="hash-link" aria-label="Direct link to Architecture" title="Direct link to Architecture" translate="no"></a></h2>
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<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">ramble/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">├── src/ramble/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ ├── __init__.py # Public API (open_ramble_dialog, providers)</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ ├── cli.py # CLI entry point with argument parsing</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ ├── dialog.py # PySide6/PyQt5 GUI implementation</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">│ └── providers.py # AI provider implementations</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">├── Dockerfile</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">├── docker-compose.yml</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">└── pyproject.toml</span><br></span></code></pre></div></div></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--next" href="/rob/ramble/configuration"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Ramble Configuration</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#project-links" class="table-of-contents__link toc-highlight">Project Links</a></li><li><a href="#core-concept" class="table-of-contents__link toc-highlight">Core Concept</a></li><li><a href="#key-features" class="table-of-contents__link toc-highlight">Key Features</a></li><li><a href="#tech-stack" class="table-of-contents__link toc-highlight">Tech Stack</a></li><li><a href="#use-cases" class="table-of-contents__link toc-highlight">Use Cases</a></li><li><a href="#integration" class="table-of-contents__link toc-highlight">Integration</a></li><li><a href="#quick-start" class="table-of-contents__link toc-highlight">Quick Start</a></li><li><a href="#architecture" class="table-of-contents__link toc-highlight">Architecture</a></li></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title">Docs</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/rob/ramble/">Overview</a></li></ul></div><div class="theme-layout-footer-column col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://gitea.brrd.tech/rob/ramble" target="_blank" rel="noopener noreferrer" class="footer__link-item">Gitea<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_nPIU"><use href="#theme-svg-external-link"></use></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">Ramble Documentation</div></div></div></footer></div>
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