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NhanPhamThanh-IT / LLM-Web-Summarizer

Star 16

🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.

pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • Updated Jul 24, 2025
  • Jupyter Notebook

sysneld1 / text_summarizer

Star 0

Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.

texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • Updated Dec 26, 2025
  • Python

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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13 public repositories
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13
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1
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NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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13 public repositories
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All
13
JavaScript
3
Python
3
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2
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1
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1
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1
Sort:Most stars
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Most forks

Fewest forks

Recently updated

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NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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13 public repositories
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13
JavaScript
3
Python
3
Jupyter Notebook
2
Rust
1
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1
TypeScript
1
Sort:Most stars
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Most forks

Fewest forks

Recently updated

Least recently updated

NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Here are
13 public repositories
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13
JavaScript
3
Python
3
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2
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1
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Sort:Most stars
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Most forks

Fewest forks

Recently updated

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NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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text-summary
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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#


text-summary


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Here are
13 public repositories
matching this topic...

Language:All
Filter by language

All
13
JavaScript
3
Python
3
Jupyter Notebook
2
Rust
1
Swift
1
TypeScript
1
Sort:Most stars
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Most forks

Fewest forks

Recently updated

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NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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13
JavaScript
3
Python
3
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2
Rust
1
Swift
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Sort:Most stars
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Fewest forks

Recently updated

Least recently updated

NhanPhamThanh-IT /
LLM-Web-Summarizer

Star
16
🤖 A powerful web application that automatically summarizes web content using local Large Language Models via Ollama. Built with Streamlit and BeautifulSoup, simply input any URL and get intelligent summaries with complete privacy - no data sent to APIs.
pythonopen-sourcejupyter-notebookartificial-intelligencerequestwebscrapingbeautifulsoup4streamlit-webapplarge-language-modelsllmtext-summaryollamallm-modelllama-modelsweb-summarizer
  • 
Updated
Jul 24, 2025
  • Jupyter Notebook
sysneld1 /
text_summarizer

Star
0
Проект для иерархической суммаризации длинных текстов (например, книг) с использованием локальных LLM моделей через llama.cpp. Алгоритм разбивает текст на чанки, создает суммаризации, а затем рекурсивно объединяет их в связное повествование.
texttext-summarizationsummarizationsummarysummarizertext-summarizertext-summary
  • 
Updated
Dec 26, 2025
  • Python

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