diff --git a/docs/site/03-jvm-developers-compatibility.md b/docs/site/03-jvm-developers-compatibility.md
index 5c4267791b..e1580617ef 100644
--- a/docs/site/03-jvm-developers-compatibility.md
+++ b/docs/site/03-jvm-developers-compatibility.md
@@ -5,622 +5,4 @@ audience_identifier: jvm
 title: Compatibility
 ---
 
-<style>
-img.pylogo {
-  width: 56px;
-  height: 56px;
-}
-
-.langbenefits__icon_pylogo {
-  width: 80px;
-}
-
-.dataTable-version {
-  min-width: 120px;
-}
-
-.highlight-package::before
-{
-  float: right;
-  border-radius: 50%;
-  margin-top: 0.5ex;
-  width: 15px;
-  height: 15px;
-  display: inline-block;
-  margin-right: 5px;
-}
-
-.legend-item-1::before
-{
-  font-size: 12px;
-  font-weight: bold;
-  text-align: center;
-  content: "✓";
-}
-
-.legend-item-2::before
-{
-  font-size: 12px;
-  font-weight: bold;
-  text-align: center;
-  content: "?";
-}
-
-.legend-item-3::before
-{
-  font-size: 12px;
-  font-weight: bold;
-  text-align: center;
-  content: "✗";
-}
-
-#compatibility-stats-compatible,
-#compatibility-stats-untested,
-#compatibility-stats-incompatible,
-#compatibility-stats-not-supported {
-  padding-left: 0.5em;
-}
-
-</style>
-
-
-<script src="{{ '/assets/js/check_compatibility_helpers.js' | relative_url }}"></script>
-<script>
-    DB.ANY_VERSION = "any";
-    DB.INSTALLS_BUT_FAILS_TESTS = "The package installs, but the test suite was not set up for GraalPy.";
-    DB.FAILS_TO_INSTALL = "We have been unable to build, install, or run tests for this package.";
-    DB.UNSUPPORTED = "The package is unsupported.";
-    DB.PERCENT_PASSING = (pct) => `${pct}% of the tests are passing on GraalPy.`;
-    const PATCH_AVAILABLE = "GraalPy will automatically apply a patch when installing this package to improve compatibility.";
-    const LOWER_PRIORITY = "This version works, but there is no reason to prefer it over more recent versions.";
-    const BUILD_SCRIPT_AVAILABLE = (url) => `If you have trouble building this package, there is a <a href='${url}' target='_blank'>script</a>.`
-
-    const default_version = 'v250';
-    const show_percentages = true;
-    const dbs = {};
-    var module_query = '';
-    const load_db = function (graalpyVersion) {
-        var graalvmVersion = graalpyVersion.replace(/^v/, "").replace(/^(\d\d)/, "$1.");
-        var wheelbuilder_scripts = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `https://api.github.com/repos/oracle/graalpython/contents/scripts/wheelbuilder/linux?ref=release/graal-vm/${graalvmVersion}`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    const contents = JSON.parse(this.responseText);
-                    const packages = [];
-                    for (const item of contents) {
-                        const parts = item.name.split('.');
-                        const package_name = parts[0];
-                        const version = parts.slice(1, -1).join('.') || DB.ANY_VERSION;
-                        packages.push(`${package_name},${version},0,${BUILD_SCRIPT_AVAILABLE(item.html_url)}`);
-                    }
-                    resolve(packages.join("\n"));
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        var patch_metadata = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `https://raw.githubusercontent.com/oracle/graalpython/refs/heads/release/graal-vm/${graalvmVersion}/graalpython/lib-graalpython/patches/metadata.toml`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    const patches = [];
-                    const lines = this.responseText.split('\n');
-                    var currentPatch = null;
-                    for (let i = 0; i < lines.length; i++) {
-                        const line = lines[i].trim();
-                        if (line.startsWith('[[')) {
-                            if (currentPatch != null) {
-                                patches.push(
-                                    [currentPatch.name,
-                                     currentPatch.version,
-                                     0,
-                                     currentPatch.comment || PATCH_AVAILABLE].join(",")
-                                )
-                            }
-                            let pkgName = line.substring(2, line.indexOf(".")).trim();
-                            currentPatch = {name: pkgName, version: DB.ANY_VERSION};
-                        } else if (line.startsWith('note =')) {
-                            currentPatch.comment = line.substring('note ='.length).trim();
-                        } else if (line.startsWith('version =')) {
-                            currentPatch.version = line.substring('version ='.length).trim().replace(/'|"/g, '').replace(/^== ?/, "").replace(/, ?/g, " and ");
-                        } else if (line.startsWith('install-priority =')) {
-                            if (parseInt(line.substring('install-priority ='.length).trim(), 10) <= 0) {
-                                if (currentPatch.comment) {
-                                    if (!currentPatch.comment.endsWith(".")) {
-                                        currentPatch.comment += ".";
-                                    }
-                                    currentPatch.comment += " " + LOWER_PRIORITY;
-                                } else {
-                                    currentPatch.comment = LOWER_PRIORITY;
-                                }
-                            }
-                        }
-                    }
-                    if (currentPatch != null) {
-                        patches.push(
-                            [currentPatch.name,
-                             currentPatch.version,
-                             0,
-                             currentPatch.comment || PATCH_AVAILABLE].join(",")
-                        )
-                    }
-                    resolve(patches.join("\n"));
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        var module_testing_csv = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `{{ '/module_results/' | relative_url }}python-module-testing-${graalpyVersion}.csv`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    resolve(this.responseText);
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        var wheels_csv = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `{{ '/wheels/' | relative_url }}${graalpyVersion}.csv`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    resolve(this.responseText);
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        return new Promise(function (resolve, reject) {
-            Promise.allSettled([module_testing_csv, patch_metadata, wheelbuilder_scripts, wheels_csv]).then(function (results) {
-                resolve(results.map(function (result) {
-                    if (result.status === 'fulfilled') {
-                        return result.value;
-                    } else {
-                        return null;
-                    }
-                }).filter((entry) => !!entry).join("\n"));
-            }).catch(function (err) {
-                reject(err);
-            });
-        });
-    };
-    let pageNumber = 0;
-    let database;
-    const getRowsPerPage = function () {
-        return parseInt($('#rowsPerPage').val());
-    }
-    const updatePagination = function (reset) {
-        if (reset) {
-            pageNumber = 0;
-        }
-        $('#pagination-previous').attr('disabled', pageNumber == 0);
-        const rowsPerPage = getRowsPerPage();
-        const count = $('#dataTable tbody tr:not(.dataTable-filtered-out)').length;
-        let pageText;
-        if (count < rowsPerPage) {
-            pageText = `1-${count}`;
-            pageNumber = 0;
-        } else {
-            const start = pageNumber * rowsPerPage;
-            const end = start + rowsPerPage;
-            $('#pagination-next').attr('disabled', end >= count);
-            pageText = `${start}-${Math.min(end, count)}`
-            if (!reset) {
-                let numberOfRowsToSkip = start
-                let numberOfVisibleRows = 0;
-                const rows = $('#dataTable tbody tr');
-                rows.each(function () {
-                    if (!$(this).hasClass('dataTable-filtered-out')) {
-                        if (numberOfRowsToSkip > 0) {
-                            $(this).hide();
-                            numberOfRowsToSkip--;
-                        } else {
-                            if (numberOfVisibleRows < rowsPerPage) {
-                                $(this).show();
-                                numberOfVisibleRows++;
-                            } else {
-                                $(this).hide();
-                            }
-                        }
-                    }
-                });
-            }
-        }
-        $('#pagination-label').text(`${pageText} of ${count}`)
-    }
-    const toStatisticsText = function (part, total) {
-        return `${part} (${Math.round(part / total * 100 * 100) / 100}%)`
-    }
-    const updateStatistics = function (count, countCompatible, countUntested, countIncompatible, countNotSupported) {
-        var offset = 0;
-        var svg = `<svg xmlns="http://www.w3.org/2000/svg" width="160" height="160">
-          <g transform="rotate(-90)" transform-origin="80 80">`;
-        const drawOne = function(name, size, color) {
-          svg += `<circle r="64" cx="80" cy="80"
-            fill="none" pathLength="${count}"
-            stroke="${color}" stroke-width="32"
-            stroke-dasharray="0 ${offset} ${size} ${count - offset - size}">
-              <title>${name}: ${toStatisticsText(size, count)}</title>
-            </circle>
-          `;
-          offset += size;
-        }
-        drawOne('Compatible', countCompatible, '#13A97C');
-        drawOne('Untested', countUntested, '#76D1FF');
-        drawOne('Incompatible', countIncompatible, '#C84D4D');
-        drawOne('Unsupported', countNotSupported, '#D7D7D7');
-        svg += `</g></svg>`;
-        var chart = document.getElementById('pie-chart');
-        chart.innerHTML = svg;
-
-        $('#compatibility-stats-compatible').text(toStatisticsText(countCompatible, count));
-        $('#compatibility-stats-untested').text(toStatisticsText(countUntested, count));
-        $('#compatibility-stats-incompatible').text(toStatisticsText(countIncompatible, count));
-        $('#compatibility-stats-not-supported').text(toStatisticsText(countNotSupported, count));
-    }
-    const updatePageData = function () {
-        const params = new URLSearchParams(window.location.search);
-        const graalpyModuleValue = params.get('version') || default_version;
-        load_db(graalpyModuleValue).then(function (db_contents) {
-            database = new DB("python", db_contents);
-            const rowsPerPage = getRowsPerPage();
-            let count = 0;
-            let countCompatible = 0;
-            let countUntested = 0;
-            let countIncompatible = 0;
-            let countNotSupported = 0;
-            $('#dataTable tbody').empty();
-            for (let package in database.db) {
-                const versions = database.db[package];
-                const version_keys = Object.keys(versions).sort((a, b) => {
-                    const versionA = a.replace(/[~><=! ]/g, '');
-                    const versionB = b.replace(/[~><=! ]/g, '');
-                    if (versionA < versionB) return -1;
-                    if (versionA > versionB) return 1;
-                    return 0;
-                });
-                versions_loop: for (const version of version_keys) {
-                    if (version.startsWith('~')) {
-                        continue;
-                    }
-                    const info = versions[version];
-                    switch (info.test_status) {
-                        case 0:
-                            countCompatible++;
-                            break;
-                        case 1:
-                            countUntested++;
-                            break;
-                        case 2:
-                            countIncompatible++;
-                            break;
-                        case 3:
-                            countNotSupported++;
-                            break;
-                        default:
-                            continue versions_loop;
-                    }
-                    const styling = count++ < rowsPerPage ? '' : ' style="display: none;"';
-                    const highlight = '<span class="highlight-package legend-item-1"></span>'.repeat(Math.ceil(info.highlight));
-                    $('#dataTable tbody').append(`
-                            <tr${styling}>
-                                <td class="dataTable-name"><a href="https://pypi.org/project/${info.name}" target="_blank">${info.name}<a/></td>
-                                <td class="dataTable-version">${info.version}${highlight}</td>
-                                <td>${info.notes}</td>
-                            </tr>`);
-                }
-            }
-            $('#compatibility_page__search-field').trigger("input");
-            updateStatistics(count, countCompatible, countUntested, countIncompatible, countNotSupported);
-            updatePagination(true);
-        });
-    }
-    $(document).ready(function () {
-        updatePageData();
-        $('#compatibility_page__search-field').on('input', function () {
-            const searchTerms = this.value.split(',');
-            let numberOfVisibleRows = 0;
-            const rowsPerPage = getRowsPerPage();
-            const rows = $('#dataTable tbody tr');
-            rows.each(function () {
-                if (searchTerms.some(term => (searchTerms.length <= 1 || term !== '') && $(this).find('.dataTable-name').first().text().includes(term))) {
-                    $(this).removeClass('dataTable-filtered-out');
-                    if (numberOfVisibleRows < rowsPerPage) {
-                        $(this).show();
-                        numberOfVisibleRows++;
-                    } else {
-                        $(this).hide();
-                    }
-                } else {
-                    $(this).addClass('dataTable-filtered-out');
-                    $(this).hide();
-                }
-            });
-            updatePagination(true);
-        });
-        $('#add-requirements-btn').on('change', function (e) {
-            e.stopPropagation();
-            e.preventDefault();
-            const file = this.files[0];
-            const fileReader = new FileReader();
-            fileReader.onloadend = function (e) {
-                const contents = e.target.result;
-                const searchTerms = [];
-                for (const line of contents.split('\n')) {
-                    const trimmedLine = line.trim();
-                    const pythonPackageName = trimmedLine.match(/^[a-zA-Z0-9]+/);
-                    if (pythonPackageName !== null) {
-                        searchTerms.push(pythonPackageName);
-                    }
-                }
-                const searchField = $('#compatibility_page__search-field');
-                searchField.val(searchTerms.join(','));
-                searchField.trigger('input').change();
-            }
-            fileReader.readAsText(file);
-        });
-        $('#rowsPerPage').on('input', function () {
-            const rowsPerPage = parseInt(this.value);
-            let numberOfVisibleRows = 0;
-            const rows = $('#dataTable tbody tr');
-            rows.each(function () {
-                if (numberOfVisibleRows < rowsPerPage && !$(this).hasClass('dataTable-filtered-out')) {
-                    $(this).show();
-                    numberOfVisibleRows++;
-                } else {
-                    $(this).hide();
-                }
-            });
-            updatePagination(true);
-        });
-        $('#pagination-previous').on('click', function () {
-            pageNumber--;
-            updatePagination(false);
-        });
-        $('#pagination-next').on('click', function () {
-            pageNumber++;
-            updatePagination(false);
-        });
-        /* top-level version switcher */
-        $(".compatibility_page-item").click(function () {
-            $(this).addClass("compatibility_page-active").siblings().removeClass("compatibility_page-active");
-            const graalpyModuleValue = $(".compatibility_page-item.compatibility_page-module.compatibility_page-active").attr("data-filter");
-            let search = window.location.search;
-            if (search) {
-                search = search.replace(/version=[^&]+&?/, "");
-                if (search != "?" && !search.endsWith("&")) {
-                    search += "&";
-                }
-            } else {
-                search = "?";
-            }
-            search += `version=${graalpyModuleValue}`;
-            window.history.pushState("", window.location.title, search);
-            updatePageData();
-        });
-        function setFilters() {
-            const params = new URLSearchParams(window.location.search);
-            const graalpyModuleValue = params.get('version') || default_version;
-            const moduleFilterElement = $(`.compatibility_page-module[data-filter=${graalpyModuleValue}]`);
-            moduleFilterElement.addClass("compatibility_page-active").siblings().removeClass("compatibility_page-active");
-            const packages = params.get('packages') || "";
-            $('#compatibility_page__search-field').val(packages);
-        }
-        setFilters();
-    });
-</script>
-
-<section class="content-section compatibility-homescreen versions">
-    <div class="wrapper">
-        <div>
-            <div class="container">
-                <h3 class="truffle__subtitle">Package Compatibility</h3>
-                <p class="truffle__subtitle">GraalPy is compatible with many packages for data science and machine learning, including the popular PyTorch, NumPy, and Huggingface Transformers.</p>
-            </div>
-        </div>
-    </div>
-</section>
-<!-- Benefits -->
-<section class="content-section">
-  <div class="wrapper">
-    <div class="langbenefits">
-      <div class="container">
-        <div class="langbenefits__row">
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/numpy.svg" | relative_url }}' alt="numpy icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Numeric Computing</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>We test <a href="?packages=numpy#compattable-container">NumPy</a> across multiple versions and know of multiple deployments where it brings numeric computing to Java.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/scipy.svg" | relative_url }}' alt="scipy icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Scientific Computing</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5><a href="?packages=scipy#compattable-container">SciPy</a>'s rich library for scientific computing is just a package download away.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/pandas.svg" | relative_url }}' alt="pandas icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Data Processing</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>Thanks to Arrow, <a href="?packages=pandas,arrow#compattable-container">Pandas</a> on GraalPy can run multi-threaded while avoiding unneccessary data copies.</h5>
-            </div>
-          </div>
-        </div>
-        <div class="langbenefits__row">
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/huggingface.svg" | relative_url }}' alt="huggingface icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Models for any Task</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>The <a href="?packages=huggingface,transformers#compattable-container">Huggingface</a> transformers library works on GraalPy with its huge library of language, vision, and audio models.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/pytorch.svg" | relative_url }}' alt="pytorch icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Training and Inference</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>Train models and run inference on GraalPy with <a href="?packages=torch#compattable-container">PyTorch</a>, taking full advantage of the latest techniques and accellerator hardware.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/autogen.svg" | relative_url }}' alt="pyautogen icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Agentic Workflows</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>With <a href="?packages=autogen#compattable-container">Autogen</a> and GraalPy you can write agentic workflows and use Java code to create tools for AI Agents.</h5>
-            </div>
-          </div>
-        </div>
-      </div>
-    </div>
-  </div>
-</section>
-
-<section class="boxes">
-    <div class="wrapper">
-      <div class="container compatibility_page-box v231 all">
-          <div class="compatibility__mid">
-              <div class="container">
-                <h3 id="compattable-container" class="langpage__title-02">Compatibility per GraalPy Release</h3>
-              <div class="compatibility_page-filter">
-              <div class="compatibility__row">
-                  <p class="compatibility_page-item compatibility_page-module compatibility_page-active" data-filter="v250">GraalPy 25.0</p>
-                  <p class="compatibility_page-item compatibility_page-module" data-filter="v242">GraalPy 24.2</p>
-                  <p class="compatibility_page-item compatibility_page-module" data-filter="v241">GraalPy 24.1</p>
-              </div>
-          </div>
-                  <div class="compatibility__chart">
-                      <h4 class="comp__chart-title">Over 600 Python packages tested for compatibility with GraalPy</h4>
-                      <div class="compatibility__chart-row">
-                          <div class="chart" id="pie-chart">
-                          </div>
-                          <div class="legend">
-                              <div>
-                                  <div class="legend-item legend-item-1"
-                                      title="More than 90% of the package's tests run successfully on GraalPy">Compatible: <span id="compatibility-stats-compatible">loading...</span><sup class="info-tooltip"></sup></div>
-                                  <div class="legend-item legend-item-2"
-                                      title="The package either does not install on GraalPy or is not currently tested">
-                                      Currently Untested: <span id="compatibility-stats-untested">loading...</span><sup class="info-tooltip"></sup></div>
-                              </div>
-                              <div>
-                                  <div class="legend-item legend-item-3"
-                                      title="Fewer than 90% of the package's tests run successfully on GraalPy">Currently
-                                      Incompatible: <span id="compatibility-stats-incompatible">loading...</span><sup class="info-tooltip"></sup></div>
-                                  <div class="legend-item legend-item-4"
-                                      title="We have no plans to test the package">Not
-                                      Supported: <span id="compatibility-stats-not-supported">loading...</span><sup class="info-tooltip"></sup></div>
-                              </div>
-                          </div>
-                      </div>
-                  </div>
-              </div>
-          </div>
-      </div>
-    </div>
-</section>
-
-<section class="content-section module-table">
-    <div class="wrapper">
-        <div class="compatibility">
-            <div class="container">
-            <div class="comp-info">
-            <img class="info-icon" src='{{ "/assets/img/icon-set-general/info-icon.svg" | relative_url }}' alt="info icon">
-            <h5 class="compatibility-text">Many more Python packages work on GraalPy than are listed here. If there is a package you are interested in that is not included, chances are that it might just work. If it does not, feel free to create an issue for us on <a href="https://github.com/oracle/graalpython/issues" target="_blank">GitHub</a>.</h5>
-            </div>
-                <div class="package__row">
-                    <div class="package__search">
-                        <input type="text" id="compatibility_page__search-field" placeholder="Comma-separated list of packages">
-                    </div>
-                    <div class="package__btn">
-                        <div class='input-file gp-requirement'>
-                            <label for="add-requirements-btn" class="btn-comp-link">
-                                Filter by requirements.txt
-                            </label>
-                            <input type="file" id="add-requirements-btn" accept=".txt">
-                        </div>
-                    </div>
-                </div>
-                <div class="compattable-container">
-                    <table class="compattable" id="dataTable">
-                        <caption class="visually-hidden">Python Packages</caption>
-                        <thead>
-                            <tr class="add-radius">
-                                <th scope="col" title="Name">Name</th>
-                                <th scope="col" title="Version">Version</th>
-                                <th scope="col" title="Notes">Notes</th>
-                            </tr>
-                        </thead>
-                        <tbody></tbody>
-                    </table>
-                </div>
-                <div class="tablebot">
-                    <div class="tablebot__elements">
-                        <label for="rowsPerPage">Rows per page:</label>
-                        <select id="rowsPerPage">
-                            <option value="25" selected>25</option>
-                            <option value="50">50</option>
-                            <option value="100">100</option>
-                        </select>
-                        <div class="pagination-group">
-                            <div class="pagination-lab" id="pagination-label"></div>
-                            <button class="pagination-dis" id="pagination-previous" disabled>&#60;</button>
-                            <button class="pagination-act" id="pagination-next">&#62;</button>
-                        </div>
-                    </div>
-                </div>
-            </div>
-        </div>
-    </div>
-</section>
+{% include compatibility.html %}
diff --git a/docs/site/03-python-developers-compatibility.md b/docs/site/03-python-developers-compatibility.md
index 0ba5cc70e4..9c86716339 100644
--- a/docs/site/03-python-developers-compatibility.md
+++ b/docs/site/03-python-developers-compatibility.md
@@ -5,622 +5,4 @@ audience_identifier: python
 title: Compatibility
 ---
 
-<style>
-img.pylogo {
-  width: 56px;
-  height: 56px;
-}
-
-.langbenefits__icon_pylogo {
-  width: 80px;
-}
-
-.dataTable-version {
-  min-width: 120px;
-}
-
-.highlight-package::before
-{
-  float: right;
-  border-radius: 50%;
-  margin-top: 0.5ex;
-  width: 15px;
-  height: 15px;
-  display: inline-block;
-  margin-right: 5px;
-}
-
-.legend-item-1::before
-{
-  font-size: 12px;
-  font-weight: bold;
-  text-align: center;
-  content: "✓";
-}
-
-.legend-item-2::before
-{
-  font-size: 12px;
-  font-weight: bold;
-  text-align: center;
-  content: "?";
-}
-
-.legend-item-3::before
-{
-  font-size: 12px;
-  font-weight: bold;
-  text-align: center;
-  content: "✗";
-}
-
-#compatibility-stats-compatible,
-#compatibility-stats-untested,
-#compatibility-stats-incompatible,
-#compatibility-stats-not-supported {
-  padding-left: 0.5em;
-}
-
-</style>
-
-
-<script src="{{ '/assets/js/check_compatibility_helpers.js' | relative_url }}"></script>
-<script>
-    DB.ANY_VERSION = "any";
-    DB.INSTALLS_BUT_FAILS_TESTS = "The package installs, but the test suite was not set up for GraalPy.";
-    DB.FAILS_TO_INSTALL = "We have been unable to build, install, or run tests for this package.";
-    DB.UNSUPPORTED = "The package is unsupported.";
-    DB.PERCENT_PASSING = (pct) => `${pct}% of the tests are passing on GraalPy.`;
-    const PATCH_AVAILABLE = "GraalPy will automatically apply a patch when installing this package to improve compatibility.";
-    const LOWER_PRIORITY = "This version works, but there is no reason to prefer it over more recent versions.";
-    const BUILD_SCRIPT_AVAILABLE = (url) => `If you have trouble building this package, there is a <a href='${url}' target='_blank'>script</a>.`
-
-    const default_version = 'v250';
-    const show_percentages = true;
-    const dbs = {};
-    var module_query = '';
-    const load_db = function (graalpyVersion) {
-        var graalvmVersion = graalpyVersion.replace(/^v/, "").replace(/^(\d\d)/, "$1.");
-        var wheelbuilder_scripts = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `https://api.github.com/repos/oracle/graalpython/contents/scripts/wheelbuilder/linux?ref=release/graal-vm/${graalvmVersion}`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    const contents = JSON.parse(this.responseText);
-                    const packages = [];
-                    for (const item of contents) {
-                        const parts = item.name.split('.');
-                        const package_name = parts[0];
-                        const version = parts.slice(1, -1).join('.') || DB.ANY_VERSION;
-                        packages.push(`${package_name},${version},0,${BUILD_SCRIPT_AVAILABLE(item.html_url)}`);
-                    }
-                    resolve(packages.join("\n"));
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        var patch_metadata = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `https://raw.githubusercontent.com/oracle/graalpython/refs/heads/release/graal-vm/${graalvmVersion}/graalpython/lib-graalpython/patches/metadata.toml`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    const patches = [];
-                    const lines = this.responseText.split('\n');
-                    var currentPatch = null;
-                    for (let i = 0; i < lines.length; i++) {
-                        const line = lines[i].trim();
-                        if (line.startsWith('[[')) {
-                            if (currentPatch != null) {
-                                patches.push(
-                                    [currentPatch.name,
-                                     currentPatch.version,
-                                     0,
-                                     currentPatch.comment || PATCH_AVAILABLE].join(",")
-                                )
-                            }
-                            let pkgName = line.substring(2, line.indexOf(".")).trim();
-                            currentPatch = {name: pkgName, version: DB.ANY_VERSION};
-                        } else if (line.startsWith('note =')) {
-                            currentPatch.comment = line.substring('note ='.length).trim();
-                        } else if (line.startsWith('version =')) {
-                            currentPatch.version = line.substring('version ='.length).trim().replace(/'|"/g, '').replace(/^== ?/, "").replace(/, ?/g, " and ");
-                        } else if (line.startsWith('install-priority =')) {
-                            if (parseInt(line.substring('install-priority ='.length).trim(), 10) <= 0) {
-                                if (currentPatch.comment) {
-                                    if (!currentPatch.comment.endsWith(".")) {
-                                        currentPatch.comment += ".";
-                                    }
-                                    currentPatch.comment += " " + LOWER_PRIORITY;
-                                } else {
-                                    currentPatch.comment = LOWER_PRIORITY;
-                                }
-                            }
-                        }
-                    }
-                    if (currentPatch != null) {
-                        patches.push(
-                            [currentPatch.name,
-                             currentPatch.version,
-                             0,
-                             currentPatch.comment || PATCH_AVAILABLE].join(",")
-                        )
-                    }
-                    resolve(patches.join("\n"));
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        var module_testing_csv = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `{{ '/module_results/' | relative_url }}python-module-testing-${graalpyVersion}.csv`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    resolve(this.responseText);
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        var wheels_csv = new Promise(function (resolve, reject) {
-            const xhr = new XMLHttpRequest();
-            const url = `{{ '/wheels/' | relative_url }}${graalpyVersion}.csv`;
-            xhr.open('GET', url);
-            xhr.overrideMimeType('text/plain');
-            xhr.onload = function () {
-                if (this.status === 200) {
-                    resolve(this.responseText);
-                } else {
-                    reject(this.statusText);
-                }
-            };
-            xhr.onerror = function () {
-                reject(url);
-            };
-            xhr.send();
-        });
-        return new Promise(function (resolve, reject) {
-            Promise.allSettled([module_testing_csv, patch_metadata, wheelbuilder_scripts, wheels_csv]).then(function (results) {
-                resolve(results.map(function (result) {
-                    if (result.status === 'fulfilled') {
-                        return result.value;
-                    } else {
-                        return null;
-                    }
-                }).filter((entry) => !!entry).join("\n"));
-            }).catch(function (err) {
-                reject(err);
-            });
-        });
-    };
-    let pageNumber = 0;
-    let database;
-    const getRowsPerPage = function () {
-        return parseInt($('#rowsPerPage').val());
-    }
-    const updatePagination = function (reset) {
-        if (reset) {
-            pageNumber = 0;
-        }
-        $('#pagination-previous').attr('disabled', pageNumber == 0);
-        const rowsPerPage = getRowsPerPage();
-        const count = $('#dataTable tbody tr:not(.dataTable-filtered-out)').length;
-        let pageText;
-        if (count < rowsPerPage) {
-            pageText = `1-${count}`;
-            pageNumber = 0;
-        } else {
-            const start = pageNumber * rowsPerPage;
-            const end = start + rowsPerPage;
-            $('#pagination-next').attr('disabled', end >= count);
-            pageText = `${start}-${Math.min(end, count)}`
-            if (!reset) {
-                let numberOfRowsToSkip = start
-                let numberOfVisibleRows = 0;
-                const rows = $('#dataTable tbody tr');
-                rows.each(function () {
-                    if (!$(this).hasClass('dataTable-filtered-out')) {
-                        if (numberOfRowsToSkip > 0) {
-                            $(this).hide();
-                            numberOfRowsToSkip--;
-                        } else {
-                            if (numberOfVisibleRows < rowsPerPage) {
-                                $(this).show();
-                                numberOfVisibleRows++;
-                            } else {
-                                $(this).hide();
-                            }
-                        }
-                    }
-                });
-            }
-        }
-        $('#pagination-label').text(`${pageText} of ${count}`)
-    }
-    const toStatisticsText = function (part, total) {
-        return `${part} (${Math.round(part / total * 100 * 100) / 100}%)`
-    }
-    const updateStatistics = function (count, countCompatible, countUntested, countIncompatible, countNotSupported) {
-        var offset = 0;
-        var svg = `<svg xmlns="http://www.w3.org/2000/svg" width="160" height="160">
-          <g transform="rotate(-90)" transform-origin="80 80">`;
-        const drawOne = function(name, size, color) {
-          svg += `<circle r="64" cx="80" cy="80"
-            fill="none" pathLength="${count}"
-            stroke="${color}" stroke-width="32"
-            stroke-dasharray="0 ${offset} ${size} ${count - offset - size}">
-              <title>${name}: ${toStatisticsText(size, count)}</title>
-            </circle>
-          `;
-          offset += size;
-        }
-        drawOne('Compatible', countCompatible, '#13A97C');
-        drawOne('Untested', countUntested, '#76D1FF');
-        drawOne('Incompatible', countIncompatible, '#C84D4D');
-        drawOne('Unsupported', countNotSupported, '#D7D7D7');
-        svg += `</g></svg>`;
-        var chart = document.getElementById('pie-chart');
-        chart.innerHTML = svg;
-
-        $('#compatibility-stats-compatible').text(toStatisticsText(countCompatible, count));
-        $('#compatibility-stats-untested').text(toStatisticsText(countUntested, count));
-        $('#compatibility-stats-incompatible').text(toStatisticsText(countIncompatible, count));
-        $('#compatibility-stats-not-supported').text(toStatisticsText(countNotSupported, count));
-    }
-    const updatePageData = function () {
-        const params = new URLSearchParams(window.location.search);
-        const graalpyModuleValue = params.get('version') || default_version;
-        load_db(graalpyModuleValue).then(function (db_contents) {
-            database = new DB("python", db_contents);
-            const rowsPerPage = getRowsPerPage();
-            let count = 0;
-            let countCompatible = 0;
-            let countUntested = 0;
-            let countIncompatible = 0;
-            let countNotSupported = 0;
-            $('#dataTable tbody').empty();
-            for (let package in database.db) {
-                const versions = database.db[package];
-                const version_keys = Object.keys(versions).sort((a, b) => {
-                    const versionA = a.replace(/[~><=! ]/g, '');
-                    const versionB = b.replace(/[~><=! ]/g, '');
-                    if (versionA < versionB) return -1;
-                    if (versionA > versionB) return 1;
-                    return 0;
-                });
-                versions_loop: for (const version of version_keys) {
-                    if (version.startsWith('~')) {
-                        continue;
-                    }
-                    const info = versions[version];
-                    switch (info.test_status) {
-                        case 0:
-                            countCompatible++;
-                            break;
-                        case 1:
-                            countUntested++;
-                            break;
-                        case 2:
-                            countIncompatible++;
-                            break;
-                        case 3:
-                            countNotSupported++;
-                            break;
-                        default:
-                            continue versions_loop;
-                    }
-                    const styling = count++ < rowsPerPage ? '' : ' style="display: none;"';
-                    const highlight = '<span class="highlight-package legend-item-1"></span>'.repeat(Math.ceil(info.highlight));
-                    $('#dataTable tbody').append(`
-                            <tr${styling}>
-                                <td class="dataTable-name"><a href="https://pypi.org/project/${info.name}" target="_blank">${info.name}<a/></td>
-                                <td class="dataTable-version">${info.version}${highlight}</td>
-                                <td>${info.notes}</td>
-                            </tr>`);
-                }
-            }
-            $('#compatibility_page__search-field').trigger("input");
-            updateStatistics(count, countCompatible, countUntested, countIncompatible, countNotSupported);
-            updatePagination(true);
-        });
-    }
-    $(document).ready(function () {
-        updatePageData();
-        $('#compatibility_page__search-field').on('input', function () {
-            const searchTerms = this.value.split(',');
-            let numberOfVisibleRows = 0;
-            const rowsPerPage = getRowsPerPage();
-            const rows = $('#dataTable tbody tr');
-            rows.each(function () {
-                if (searchTerms.some(term => (searchTerms.length <= 1 || term !== '') && $(this).find('.dataTable-name').first().text().includes(term))) {
-                    $(this).removeClass('dataTable-filtered-out');
-                    if (numberOfVisibleRows < rowsPerPage) {
-                        $(this).show();
-                        numberOfVisibleRows++;
-                    } else {
-                        $(this).hide();
-                    }
-                } else {
-                    $(this).addClass('dataTable-filtered-out');
-                    $(this).hide();
-                }
-            });
-            updatePagination(true);
-        });
-        $('#add-requirements-btn').on('change', function (e) {
-            e.stopPropagation();
-            e.preventDefault();
-            const file = this.files[0];
-            const fileReader = new FileReader();
-            fileReader.onloadend = function (e) {
-                const contents = e.target.result;
-                const searchTerms = [];
-                for (const line of contents.split('\n')) {
-                    const trimmedLine = line.trim();
-                    const pythonPackageName = trimmedLine.match(/^[a-zA-Z0-9]+/);
-                    if (pythonPackageName !== null) {
-                        searchTerms.push(pythonPackageName);
-                    }
-                }
-                const searchField = $('#compatibility_page__search-field');
-                searchField.val(searchTerms.join(','));
-                searchField.trigger('input').change();
-            }
-            fileReader.readAsText(file);
-        });
-        $('#rowsPerPage').on('input', function () {
-            const rowsPerPage = parseInt(this.value);
-            let numberOfVisibleRows = 0;
-            const rows = $('#dataTable tbody tr');
-            rows.each(function () {
-                if (numberOfVisibleRows < rowsPerPage && !$(this).hasClass('dataTable-filtered-out')) {
-                    $(this).show();
-                    numberOfVisibleRows++;
-                } else {
-                    $(this).hide();
-                }
-            });
-            updatePagination(true);
-        });
-        $('#pagination-previous').on('click', function () {
-            pageNumber--;
-            updatePagination(false);
-        });
-        $('#pagination-next').on('click', function () {
-            pageNumber++;
-            updatePagination(false);
-        });
-        /* top-level version switcher */
-        $(".compatibility_page-item").click(function () {
-            $(this).addClass("compatibility_page-active").siblings().removeClass("compatibility_page-active");
-            const graalpyModuleValue = $(".compatibility_page-item.compatibility_page-module.compatibility_page-active").attr("data-filter");
-            let search = window.location.search;
-            if (search) {
-                search = search.replace(/version=[^&]+&?/, "");
-                if (search != "?" && !search.endsWith("&")) {
-                    search += "&";
-                }
-            } else {
-                search = "?";
-            }
-            search += `version=${graalpyModuleValue}`;
-            window.history.pushState("", window.location.title, search);
-            updatePageData();
-        });
-        function setFilters() {
-            const params = new URLSearchParams(window.location.search);
-            const graalpyModuleValue = params.get('version') || default_version;
-            const moduleFilterElement = $(`.compatibility_page-module[data-filter=${graalpyModuleValue}]`);
-            moduleFilterElement.addClass("compatibility_page-active").siblings().removeClass("compatibility_page-active");
-            const packages = params.get('packages') || "";
-            $('#compatibility_page__search-field').val(packages);
-        }
-        setFilters();
-    });
-</script>
-
-<section class="content-section compatibility-homescreen versions">
-    <div class="wrapper">
-        <div>
-            <div class="container">
-                <h3 class="truffle__subtitle">Package Compatibility</h3>
-                <p class="truffle__subtitle">GraalPy is compatible with many packages for data science and machine learning, including the popular PyTorch, NumPy, and Huggingface Transformers.</p>
-            </div>
-        </div>
-    </div>
-</section>
-<!-- Benefits -->
-<section class="content-section">
-  <div class="wrapper">
-    <div class="langbenefits">
-      <div class="container">
-        <div class="langbenefits__row">
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/numpy.svg" | relative_url }}' alt="numpy icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Numeric Computing</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>We test <a href="?packages=numpy#compattable-container">NumPy</a> across multiple versions and know of multiple deployments where it brings numeric computing to Java.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/scipy.svg" | relative_url }}' alt="scipy icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Scientific Computing</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5><a href="?packages=scipy#compattable-container">SciPy</a>'s rich library for scientific computing is just a package download away.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/pandas.svg" | relative_url }}' alt="pandas icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Data Processing</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>Thanks to Arrow, <a href="?packages=pandas,arrow#compattable-container">Pandas</a> on GraalPy can run multi-threaded while avoiding unneccessary data copies.</h5>
-            </div>
-          </div>
-        </div>
-        <div class="langbenefits__row">
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/huggingface.svg" | relative_url }}' alt="huggingface icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Models for any Task</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>The <a href="?packages=huggingface,transformers#compattable-container">Huggingface</a> transformers library works on GraalPy with its huge library of language, vision, and audio models.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/pytorch.svg" | relative_url }}' alt="pytorch icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Training and Inference</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>Train models and run inference on GraalPy with <a href="?packages=torch#compattable-container">PyTorch</a>, taking full advantage of the latest techniques and accellerator hardware.</h5>
-            </div>
-          </div>
-          <div class="langbenefits__card">
-            <div class="langbenefits__icon langbenefits__icon_pylogo">
-              <img class="pylogo" src='{{ "/assets/img/python/autogen.svg" | relative_url }}' alt="pyautogen icon">
-            </div>
-            <div class="langbenefits__title">
-              <h4>Agentic Workflows</h4>
-            </div>
-            <div class="langpage__benefits-text">
-              <h5>With <a href="?packages=autogen#compattable-container">Autogen</a> and GraalPy you can write agentic workflows and use Java code to create tools for AI Agents.</h5>
-            </div>
-          </div>
-        </div>
-      </div>
-    </div>
-  </div>
-</section>
-
-<section class="boxes">
-    <div class="wrapper">
-      <div class="container compatibility_page-box v231 all">
-          <div class="compatibility__mid">
-              <div class="container">
-                <h3 id="compattable-container" class="langpage__title-02">Compatibility per GraalPy Release</h3>
-              <div class="compatibility_page-filter">
-              <div class="compatibility__row">
-                  <p class="compatibility_page-item compatibility_page-module compatibility_page-active" data-filter="v250">GraalPy 25.0</p>
-                  <p class="compatibility_page-item compatibility_page-module" data-filter="v242">GraalPy 24.2</p>
-                  <p class="compatibility_page-item compatibility_page-module" data-filter="v241">GraalPy 24.1</p>
-              </div>
-          </div>
-                  <div class="compatibility__chart">
-                      <h4 class="comp__chart-title">Over 600 Python packages tested for compatibility with GraalPy</h4>
-                      <div class="compatibility__chart-row">
-                          <div class="chart" id="pie-chart">
-                          </div>
-                          <div class="legend">
-                              <div>
-                                  <div class="legend-item legend-item-1"
-                                      title="More than 90% of the package's tests run successfully on GraalPy">Compatible: <span id="compatibility-stats-compatible">loading...</span><sup class="info-tooltip"></sup></div>
-                                  <div class="legend-item legend-item-2"
-                                      title="The package either does not install on GraalPy or is not currently tested">
-                                      Currently Untested: <span id="compatibility-stats-untested">loading...</span><sup class="info-tooltip"></sup></div>
-                              </div>
-                              <div>
-                                  <div class="legend-item legend-item-3"
-                                      title="Fewer than 90% of the package's tests run successfully on GraalPy">Currently
-                                      Incompatible: <span id="compatibility-stats-incompatible">loading...</span><sup class="info-tooltip"></sup></div>
-                                  <div class="legend-item legend-item-4"
-                                      title="We have no plans to test the package">Not
-                                      Supported: <span id="compatibility-stats-not-supported">loading...</span><sup class="info-tooltip"></sup></div>
-                              </div>
-                          </div>
-                      </div>
-                  </div>
-              </div>
-          </div>
-      </div>
-    </div>
-</section>
-
-<section class="content-section module-table">
-    <div class="wrapper">
-        <div class="compatibility">
-            <div class="container">
-            <div class="comp-info">
-            <img class="info-icon" src='{{ "/assets/img/icon-set-general/info-icon.svg" | relative_url }}' alt="info icon">
-            <h5 class="compatibility-text">Many more Python packages work on GraalPy than are listed here. If there is a package you are interested in that is not included, chances are that it might just work. If it does not, feel free to create an issue for us on <a href="https://github.com/oracle/graalpython/issues" target="_blank">GitHub</a>.</h5>
-            </div>
-                <div class="package__row">
-                    <div class="package__search">
-                        <input type="text" id="compatibility_page__search-field" placeholder="Comma-separated list of packages">
-                    </div>
-                    <div class="package__btn">
-                        <div class='input-file gp-requirement'>
-                            <label for="add-requirements-btn" class="btn-comp-link">
-                                Filter by requirements.txt
-                            </label>
-                            <input type="file" id="add-requirements-btn" accept=".txt">
-                        </div>
-                    </div>
-                </div>
-                <div class="compattable-container">
-                    <table class="compattable" id="dataTable">
-                        <caption class="visually-hidden">Python Packages</caption>
-                        <thead>
-                            <tr class="add-radius">
-                                <th scope="col" title="Name">Name</th>
-                                <th scope="col" title="Version">Version</th>
-                                <th scope="col" title="Notes">Notes</th>
-                            </tr>
-                        </thead>
-                        <tbody></tbody>
-                    </table>
-                </div>
-                <div class="tablebot">
-                    <div class="tablebot__elements">
-                        <label for="rowsPerPage">Rows per page:</label>
-                        <select id="rowsPerPage">
-                            <option value="25" selected>25</option>
-                            <option value="50">50</option>
-                            <option value="100">100</option>
-                        </select>
-                        <div class="pagination-group">
-                            <div class="pagination-lab" id="pagination-label"></div>
-                            <button class="pagination-dis" id="pagination-previous" disabled>&#60;</button>
-                            <button class="pagination-act" id="pagination-next">&#62;</button>
-                        </div>
-                    </div>
-                </div>
-            </div>
-        </div>
-    </div>
-</section>
+{% include compatibility.html %}
diff --git a/docs/site/_includes/compatibility.html b/docs/site/_includes/compatibility.html
new file mode 100644
index 0000000000..6c22511b7c
--- /dev/null
+++ b/docs/site/_includes/compatibility.html
@@ -0,0 +1,620 @@
+<style>
+img.pylogo {
+  width: 56px;
+  height: 56px;
+}
+
+.langbenefits__icon_pylogo {
+  width: 80px;
+}
+
+.dataTable-version {
+  min-width: 120px;
+}
+
+.highlight-package::before
+{
+  float: right;
+  border-radius: 50%;
+  margin-top: 0.5ex;
+  width: 15px;
+  height: 15px;
+  display: inline-block;
+  margin-right: 5px;
+}
+
+.legend-item-1::before
+{
+  font-size: 12px;
+  font-weight: bold;
+  text-align: center;
+  content: "✓";
+}
+
+.legend-item-2::before
+{
+  font-size: 12px;
+  font-weight: bold;
+  text-align: center;
+  content: "?";
+}
+
+.legend-item-3::before
+{
+  font-size: 12px;
+  font-weight: bold;
+  text-align: center;
+  content: "✗";
+}
+
+#compatibility-stats-compatible,
+#compatibility-stats-untested,
+#compatibility-stats-incompatible,
+#compatibility-stats-not-supported {
+  padding-left: 0.5em;
+}
+
+</style>
+
+
+<script src="{{ '/assets/js/check_compatibility_helpers.js' | relative_url }}"></script>
+<script>
+    DB.ANY_VERSION = "any";
+    DB.INSTALLS_BUT_FAILS_TESTS = "The package installs, but the test suite was not set up for GraalPy.";
+    DB.FAILS_TO_INSTALL = "We have been unable to build, install, or run tests for this package.";
+    DB.UNSUPPORTED = "The package is unsupported.";
+    DB.PERCENT_PASSING = (pct) => `${pct}% of the tests are passing on GraalPy.`;
+    const PATCH_AVAILABLE = "GraalPy will automatically apply a patch when installing this package to improve compatibility.";
+    const LOWER_PRIORITY = "This version works, but there is no reason to prefer it over more recent versions.";
+    const BUILD_SCRIPT_AVAILABLE = (url) => `If you have trouble building this package, there is a <a href='${url}' target='_blank'>script</a>.`
+
+    const default_version = 'v253';
+    const show_percentages = true;
+    const dbs = {};
+    var module_query = '';
+    const load_db = function (graalpyVersion) {
+        var graalvmVersion = graalpyVersion.replace(/^v/, "").replace(/^(\d\d)/, "$1.");
+        var wheelbuilder_scripts = new Promise(function (resolve, reject) {
+            const xhr = new XMLHttpRequest();
+            const url = `https://api.github.com/repos/oracle/graalpython/contents/scripts/wheelbuilder/linux?ref=release/graal-vm/${graalvmVersion}`;
+            xhr.open('GET', url);
+            xhr.overrideMimeType('text/plain');
+            xhr.onload = function () {
+                if (this.status === 200) {
+                    const contents = JSON.parse(this.responseText);
+                    const packages = [];
+                    for (const item of contents) {
+                        const parts = item.name.split('.');
+                        const package_name = parts[0];
+                        const version = parts.slice(1, -1).join('.') || DB.ANY_VERSION;
+                        packages.push(`${package_name},${version},0,${BUILD_SCRIPT_AVAILABLE(item.html_url)}`);
+                    }
+                    resolve(packages.join("\n"));
+                } else {
+                    reject(this.statusText);
+                }
+            };
+            xhr.onerror = function () {
+                reject(url);
+            };
+            xhr.send();
+        });
+        var patch_metadata = new Promise(function (resolve, reject) {
+            const xhr = new XMLHttpRequest();
+            const url = `https://raw.githubusercontent.com/oracle/graalpython/refs/heads/release/graal-vm/${graalvmVersion}/graalpython/lib-graalpython/patches/metadata.toml`;
+            xhr.open('GET', url);
+            xhr.overrideMimeType('text/plain');
+            xhr.onload = function () {
+                if (this.status === 200) {
+                    const patches = [];
+                    const lines = this.responseText.split('\n');
+                    var currentPatch = null;
+                    for (let i = 0; i < lines.length; i++) {
+                        const line = lines[i].trim();
+                        if (line.startsWith('[[')) {
+                            if (currentPatch != null) {
+                                patches.push(
+                                    [currentPatch.name,
+                                     currentPatch.version,
+                                     0,
+                                     currentPatch.comment || PATCH_AVAILABLE].join(",")
+                                )
+                            }
+                            let pkgName = line.substring(2, line.indexOf(".")).trim();
+                            currentPatch = {name: pkgName, version: DB.ANY_VERSION};
+                        } else if (line.startsWith('note =')) {
+                            currentPatch.comment = line.substring('note ='.length).trim();
+                        } else if (line.startsWith('version =')) {
+                            currentPatch.version = line.substring('version ='.length).trim().replace(/'|"/g, '').replace(/^== ?/, "").replace(/, ?/g, " and ");
+                        } else if (line.startsWith('install-priority =')) {
+                            if (parseInt(line.substring('install-priority ='.length).trim(), 10) <= 0) {
+                                if (currentPatch.comment) {
+                                    if (!currentPatch.comment.endsWith(".")) {
+                                        currentPatch.comment += ".";
+                                    }
+                                    currentPatch.comment += " " + LOWER_PRIORITY;
+                                } else {
+                                    currentPatch.comment = LOWER_PRIORITY;
+                                }
+                            }
+                        }
+                    }
+                    if (currentPatch != null) {
+                        patches.push(
+                            [currentPatch.name,
+                             currentPatch.version,
+                             0,
+                             currentPatch.comment || PATCH_AVAILABLE].join(",")
+                        )
+                    }
+                    resolve(patches.join("\n"));
+                } else {
+                    reject(this.statusText);
+                }
+            };
+            xhr.onerror = function () {
+                reject(url);
+            };
+            xhr.send();
+        });
+        var module_testing_csv = new Promise(function (resolve, reject) {
+            const xhr = new XMLHttpRequest();
+            const url = `{{ '/module_results/' | relative_url }}python-module-testing-${graalpyVersion}.csv`;
+            xhr.open('GET', url);
+            xhr.overrideMimeType('text/plain');
+            xhr.onload = function () {
+                if (this.status === 200) {
+                    resolve(this.responseText);
+                } else {
+                    reject(this.statusText);
+                }
+            };
+            xhr.onerror = function () {
+                reject(url);
+            };
+            xhr.send();
+        });
+        var wheels_csv = new Promise(function (resolve, reject) {
+            const xhr = new XMLHttpRequest();
+            const url = `{{ '/wheels/' | relative_url }}${graalpyVersion}.csv`;
+            xhr.open('GET', url);
+            xhr.overrideMimeType('text/plain');
+            xhr.onload = function () {
+                if (this.status === 200) {
+                    resolve(this.responseText);
+                } else {
+                    reject(this.statusText);
+                }
+            };
+            xhr.onerror = function () {
+                reject(url);
+            };
+            xhr.send();
+        });
+        return new Promise(function (resolve, reject) {
+            Promise.allSettled([module_testing_csv, patch_metadata, wheelbuilder_scripts, wheels_csv]).then(function (results) {
+                resolve(results.map(function (result) {
+                    if (result.status === 'fulfilled') {
+                        return result.value;
+                    } else {
+                        return null;
+                    }
+                }).filter((entry) => !!entry).join("\n"));
+            }).catch(function (err) {
+                reject(err);
+            });
+        });
+    };
+    let pageNumber = 0;
+    let database;
+    const getRowsPerPage = function () {
+        return parseInt($('#rowsPerPage').val());
+    }
+    const updatePagination = function (reset) {
+        if (reset) {
+            pageNumber = 0;
+        }
+        $('#pagination-previous').attr('disabled', pageNumber == 0);
+        const rowsPerPage = getRowsPerPage();
+        const count = $('#dataTable tbody tr:not(.dataTable-filtered-out)').length;
+        let pageText;
+        if (count < rowsPerPage) {
+            pageText = `1-${count}`;
+            pageNumber = 0;
+        } else {
+            const start = pageNumber * rowsPerPage;
+            const end = start + rowsPerPage;
+            $('#pagination-next').attr('disabled', end >= count);
+            pageText = `${start}-${Math.min(end, count)}`
+            if (!reset) {
+                let numberOfRowsToSkip = start
+                let numberOfVisibleRows = 0;
+                const rows = $('#dataTable tbody tr');
+                rows.each(function () {
+                    if (!$(this).hasClass('dataTable-filtered-out')) {
+                        if (numberOfRowsToSkip > 0) {
+                            $(this).hide();
+                            numberOfRowsToSkip--;
+                        } else {
+                            if (numberOfVisibleRows < rowsPerPage) {
+                                $(this).show();
+                                numberOfVisibleRows++;
+                            } else {
+                                $(this).hide();
+                            }
+                        }
+                    }
+                });
+            }
+        }
+        $('#pagination-label').text(`${pageText} of ${count}`)
+    }
+    const toStatisticsText = function (part, total) {
+        return `${part} (${Math.round(part / total * 100 * 100) / 100}%)`
+    }
+    const updateStatistics = function (count, countCompatible, countUntested, countIncompatible, countNotSupported) {
+        var offset = 0;
+        var svg = `<svg xmlns="http://www.w3.org/2000/svg" width="160" height="160">
+          <g transform="rotate(-90)" transform-origin="80 80">`;
+        const drawOne = function(name, size, color) {
+          svg += `<circle r="64" cx="80" cy="80"
+            fill="none" pathLength="${count}"
+            stroke="${color}" stroke-width="32"
+            stroke-dasharray="0 ${offset} ${size} ${count - offset - size}">
+              <title>${name}: ${toStatisticsText(size, count)}</title>
+            </circle>
+          `;
+          offset += size;
+        }
+        drawOne('Compatible', countCompatible, '#13A97C');
+        drawOne('Untested', countUntested, '#76D1FF');
+        drawOne('Incompatible', countIncompatible, '#C84D4D');
+        drawOne('Unsupported', countNotSupported, '#D7D7D7');
+        svg += `</g></svg>`;
+        var chart = document.getElementById('pie-chart');
+        chart.innerHTML = svg;
+
+        $('#compatibility-stats-compatible').text(toStatisticsText(countCompatible, count));
+        $('#compatibility-stats-untested').text(toStatisticsText(countUntested, count));
+        $('#compatibility-stats-incompatible').text(toStatisticsText(countIncompatible, count));
+        $('#compatibility-stats-not-supported').text(toStatisticsText(countNotSupported, count));
+    }
+    const updatePageData = function () {
+        const params = new URLSearchParams(window.location.search);
+        const graalpyModuleValue = params.get('version') || default_version;
+        load_db(graalpyModuleValue).then(function (db_contents) {
+            database = new DB("python", db_contents);
+            const rowsPerPage = getRowsPerPage();
+            let count = 0;
+            let countCompatible = 0;
+            let countUntested = 0;
+            let countIncompatible = 0;
+            let countNotSupported = 0;
+            $('#dataTable tbody').empty();
+            for (let package in database.db) {
+                const versions = database.db[package];
+                const version_keys = Object.keys(versions).sort((a, b) => {
+                    const versionA = a.replace(/[~><=! ]/g, '');
+                    const versionB = b.replace(/[~><=! ]/g, '');
+                    if (versionA < versionB) return -1;
+                    if (versionA > versionB) return 1;
+                    return 0;
+                });
+                versions_loop: for (const version of version_keys) {
+                    if (version.startsWith('~')) {
+                        continue;
+                    }
+                    const info = versions[version];
+                    switch (info.test_status) {
+                        case 0:
+                            countCompatible++;
+                            break;
+                        case 1:
+                            countUntested++;
+                            break;
+                        case 2:
+                            countIncompatible++;
+                            break;
+                        case 3:
+                            countNotSupported++;
+                            break;
+                        default:
+                            continue versions_loop;
+                    }
+                    const styling = count++ < rowsPerPage ? '' : ' style="display: none;"';
+                    const highlight = '<span class="highlight-package legend-item-1"></span>'.repeat(Math.ceil(info.highlight));
+                    $('#dataTable tbody').append(`
+                            <tr${styling}>
+                                <td class="dataTable-name"><a href="https://pypi.org/project/${info.name}" target="_blank">${info.name}<a/></td>
+                                <td class="dataTable-version">${info.version}${highlight}</td>
+                                <td>${info.notes}</td>
+                            </tr>`);
+                }
+            }
+            $('#compatibility_page__search-field').trigger("input");
+            updateStatistics(count, countCompatible, countUntested, countIncompatible, countNotSupported);
+            updatePagination(true);
+        });
+    }
+    $(document).ready(function () {
+        updatePageData();
+        $('#compatibility_page__search-field').on('input', function () {
+            const searchTerms = this.value.split(',');
+            let numberOfVisibleRows = 0;
+            const rowsPerPage = getRowsPerPage();
+            const rows = $('#dataTable tbody tr');
+            rows.each(function () {
+                if (searchTerms.some(term => (searchTerms.length <= 1 || term !== '') && $(this).find('.dataTable-name').first().text().includes(term))) {
+                    $(this).removeClass('dataTable-filtered-out');
+                    if (numberOfVisibleRows < rowsPerPage) {
+                        $(this).show();
+                        numberOfVisibleRows++;
+                    } else {
+                        $(this).hide();
+                    }
+                } else {
+                    $(this).addClass('dataTable-filtered-out');
+                    $(this).hide();
+                }
+            });
+            updatePagination(true);
+        });
+        $('#add-requirements-btn').on('change', function (e) {
+            e.stopPropagation();
+            e.preventDefault();
+            const file = this.files[0];
+            const fileReader = new FileReader();
+            fileReader.onloadend = function (e) {
+                const contents = e.target.result;
+                const searchTerms = [];
+                for (const line of contents.split('\n')) {
+                    const trimmedLine = line.trim();
+                    const pythonPackageName = trimmedLine.match(/^[a-zA-Z0-9]+/);
+                    if (pythonPackageName !== null) {
+                        searchTerms.push(pythonPackageName);
+                    }
+                }
+                const searchField = $('#compatibility_page__search-field');
+                searchField.val(searchTerms.join(','));
+                searchField.trigger('input').change();
+            }
+            fileReader.readAsText(file);
+        });
+        $('#rowsPerPage').on('input', function () {
+            const rowsPerPage = parseInt(this.value);
+            let numberOfVisibleRows = 0;
+            const rows = $('#dataTable tbody tr');
+            rows.each(function () {
+                if (numberOfVisibleRows < rowsPerPage && !$(this).hasClass('dataTable-filtered-out')) {
+                    $(this).show();
+                    numberOfVisibleRows++;
+                } else {
+                    $(this).hide();
+                }
+            });
+            updatePagination(true);
+        });
+        $('#pagination-previous').on('click', function () {
+            pageNumber--;
+            updatePagination(false);
+        });
+        $('#pagination-next').on('click', function () {
+            pageNumber++;
+            updatePagination(false);
+        });
+        /* top-level version switcher */
+        $(".compatibility_page-item").click(function () {
+            $(this).addClass("compatibility_page-active").siblings().removeClass("compatibility_page-active");
+            const graalpyModuleValue = $(".compatibility_page-item.compatibility_page-module.compatibility_page-active").attr("data-filter");
+            let search = window.location.search;
+            if (search) {
+                search = search.replace(/version=[^&]+&?/, "");
+                if (search != "?" && !search.endsWith("&")) {
+                    search += "&";
+                }
+            } else {
+                search = "?";
+            }
+            search += `version=${graalpyModuleValue}`;
+            window.history.pushState("", window.location.title, search);
+            updatePageData();
+        });
+        function setFilters() {
+            const params = new URLSearchParams(window.location.search);
+            const graalpyModuleValue = params.get('version') || default_version;
+            const moduleFilterElement = $(`.compatibility_page-module[data-filter=${graalpyModuleValue}]`);
+            moduleFilterElement.addClass("compatibility_page-active").siblings().removeClass("compatibility_page-active");
+            const packages = params.get('packages') || "";
+            $('#compatibility_page__search-field').val(packages);
+        }
+        setFilters();
+    });
+</script>
+
+<section class="content-section compatibility-homescreen versions">
+    <div class="wrapper">
+        <div>
+            <div class="container">
+                <h3 class="truffle__subtitle">Package Compatibility</h3>
+                <p class="truffle__subtitle">GraalPy is compatible with many packages for data science and machine learning, including the popular PyTorch, NumPy, and Huggingface Transformers.</p>
+            </div>
+        </div>
+    </div>
+</section>
+<!-- Benefits -->
+<section class="content-section">
+  <div class="wrapper">
+    <div class="langbenefits">
+      <div class="container">
+        <div class="langbenefits__row">
+          <div class="langbenefits__card">
+            <div class="langbenefits__icon langbenefits__icon_pylogo">
+              <img class="pylogo" src='{{ "/assets/img/python/numpy.svg" | relative_url }}' alt="numpy icon">
+            </div>
+            <div class="langbenefits__title">
+              <h4>Numeric Computing</h4>
+            </div>
+            <div class="langpage__benefits-text">
+              <h5>We test <a href="?packages=numpy#compattable-container">NumPy</a> across multiple versions and know of multiple deployments where it brings numeric computing to Java.</h5>
+            </div>
+          </div>
+          <div class="langbenefits__card">
+            <div class="langbenefits__icon langbenefits__icon_pylogo">
+              <img class="pylogo" src='{{ "/assets/img/python/scipy.svg" | relative_url }}' alt="scipy icon">
+            </div>
+            <div class="langbenefits__title">
+              <h4>Scientific Computing</h4>
+            </div>
+            <div class="langpage__benefits-text">
+              <h5><a href="?packages=scipy#compattable-container">SciPy</a>'s rich library for scientific computing is just a package download away.</h5>
+            </div>
+          </div>
+          <div class="langbenefits__card">
+            <div class="langbenefits__icon langbenefits__icon_pylogo">
+              <img class="pylogo" src='{{ "/assets/img/python/pandas.svg" | relative_url }}' alt="pandas icon">
+            </div>
+            <div class="langbenefits__title">
+              <h4>Data Processing</h4>
+            </div>
+            <div class="langpage__benefits-text">
+              <h5>Thanks to Arrow, <a href="?packages=pandas,arrow#compattable-container">Pandas</a> on GraalPy can run multi-threaded while avoiding unneccessary data copies.</h5>
+            </div>
+          </div>
+        </div>
+        <div class="langbenefits__row">
+          <div class="langbenefits__card">
+            <div class="langbenefits__icon langbenefits__icon_pylogo">
+              <img class="pylogo" src='{{ "/assets/img/python/huggingface.svg" | relative_url }}' alt="huggingface icon">
+            </div>
+            <div class="langbenefits__title">
+              <h4>Models for any Task</h4>
+            </div>
+            <div class="langpage__benefits-text">
+              <h5>The <a href="?packages=huggingface,transformers#compattable-container">Huggingface</a> transformers library works on GraalPy with its huge library of language, vision, and audio models.</h5>
+            </div>
+          </div>
+          <div class="langbenefits__card">
+            <div class="langbenefits__icon langbenefits__icon_pylogo">
+              <img class="pylogo" src='{{ "/assets/img/python/pytorch.svg" | relative_url }}' alt="pytorch icon">
+            </div>
+            <div class="langbenefits__title">
+              <h4>Training and Inference</h4>
+            </div>
+            <div class="langpage__benefits-text">
+              <h5>Train models and run inference on GraalPy with <a href="?packages=torch#compattable-container">PyTorch</a>, taking full advantage of the latest techniques and accellerator hardware.</h5>
+            </div>
+          </div>
+          <div class="langbenefits__card">
+            <div class="langbenefits__icon langbenefits__icon_pylogo">
+              <img class="pylogo" src='{{ "/assets/img/python/autogen.svg" | relative_url }}' alt="pyautogen icon">
+            </div>
+            <div class="langbenefits__title">
+              <h4>Agentic Workflows</h4>
+            </div>
+            <div class="langpage__benefits-text">
+              <h5>With <a href="?packages=autogen#compattable-container">Autogen</a> and GraalPy you can write agentic workflows and use Java code to create tools for AI Agents.</h5>
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+</section>
+
+<section class="boxes">
+    <div class="wrapper">
+      <div class="container compatibility_page-box v231 all">
+          <div class="compatibility__mid">
+              <div class="container">
+                <h3 id="compattable-container" class="langpage__title-02">Compatibility per GraalPy Release</h3>
+              <div class="compatibility_page-filter">
+              <div class="compatibility__row">
+                  <p class="compatibility_page-item compatibility_page-module compatibility_page-active" data-filter="v253">GraalPy 25.3</p>
+                  <p class="compatibility_page-item compatibility_page-module" data-filter="v250">GraalPy 25.0</p>
+                  <p class="compatibility_page-item compatibility_page-module" data-filter="v242">GraalPy 24.2</p>
+                  <p class="compatibility_page-item compatibility_page-module" data-filter="v241">GraalPy 24.1</p>
+              </div>
+          </div>
+                  <div class="compatibility__chart">
+                      <h4 class="comp__chart-title">Over 600 Python packages tested for compatibility with GraalPy</h4>
+                      <div class="compatibility__chart-row">
+                          <div class="chart" id="pie-chart">
+                          </div>
+                          <div class="legend">
+                              <div>
+                                  <div class="legend-item legend-item-1"
+                                      title="More than 90% of the package's tests run successfully on GraalPy">Compatible: <span id="compatibility-stats-compatible">loading...</span><sup class="info-tooltip"></sup></div>
+                                  <div class="legend-item legend-item-2"
+                                      title="The package either does not install on GraalPy or is not currently tested">
+                                      Currently Untested: <span id="compatibility-stats-untested">loading...</span><sup class="info-tooltip"></sup></div>
+                              </div>
+                              <div>
+                                  <div class="legend-item legend-item-3"
+                                      title="Fewer than 90% of the package's tests run successfully on GraalPy">Currently
+                                      Incompatible: <span id="compatibility-stats-incompatible">loading...</span><sup class="info-tooltip"></sup></div>
+                                  <div class="legend-item legend-item-4"
+                                      title="We have no plans to test the package">Not
+                                      Supported: <span id="compatibility-stats-not-supported">loading...</span><sup class="info-tooltip"></sup></div>
+                              </div>
+                          </div>
+                      </div>
+                  </div>
+              </div>
+          </div>
+      </div>
+    </div>
+</section>
+
+<section class="content-section module-table">
+    <div class="wrapper">
+        <div class="compatibility">
+            <div class="container">
+            <div class="comp-info">
+            <img class="info-icon" src='{{ "/assets/img/icon-set-general/info-icon.svg" | relative_url }}' alt="info icon">
+            <h5 class="compatibility-text">Many more Python packages work on GraalPy than are listed here. If there is a package you are interested in that is not included, chances are that it might just work. If it does not, feel free to create an issue for us on <a href="https://github.com/oracle/graalpython/issues" target="_blank">GitHub</a>.</h5>
+            </div>
+                <div class="package__row">
+                    <div class="package__search">
+                        <input type="text" id="compatibility_page__search-field" placeholder="Comma-separated list of packages">
+                    </div>
+                    <div class="package__btn">
+                        <div class='input-file gp-requirement'>
+                            <label for="add-requirements-btn" class="btn-comp-link">
+                                Filter by requirements.txt
+                            </label>
+                            <input type="file" id="add-requirements-btn" accept=".txt">
+                        </div>
+                    </div>
+                </div>
+                <div class="compattable-container">
+                    <table class="compattable" id="dataTable">
+                        <caption class="visually-hidden">Python Packages</caption>
+                        <thead>
+                            <tr class="add-radius">
+                                <th scope="col" title="Name">Name</th>
+                                <th scope="col" title="Version">Version</th>
+                                <th scope="col" title="Notes">Notes</th>
+                            </tr>
+                        </thead>
+                        <tbody></tbody>
+                    </table>
+                </div>
+                <div class="tablebot">
+                    <div class="tablebot__elements">
+                        <label for="rowsPerPage">Rows per page:</label>
+                        <select id="rowsPerPage">
+                            <option value="25" selected>25</option>
+                            <option value="50">50</option>
+                            <option value="100">100</option>
+                        </select>
+                        <div class="pagination-group">
+                            <div class="pagination-lab" id="pagination-label"></div>
+                            <button class="pagination-dis" id="pagination-previous" disabled>&#60;</button>
+                            <button class="pagination-act" id="pagination-next">&#62;</button>
+                        </div>
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+</section>
diff --git a/docs/site/module_results/python-module-testing-v253.csv b/docs/site/module_results/python-module-testing-v253.csv
new file mode 100644
index 0000000000..e9d674d421
--- /dev/null
+++ b/docs/site/module_results/python-module-testing-v253.csv
@@ -0,0 +1,780 @@
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