View demid-ns's full-sized avatar
14 followers · 15 following

Achievements

Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2

Achievements

Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2

Organizations

@yuniko-software

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demid-ns/README.md

I'm part of Yuniko Software, an open source community of developers.

I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.

Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!

LinkedIn | Telegram

Pinned Loading

  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic

    A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript 715 86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic

    ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook 42 6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic

    Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook 39 4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic

    A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook 41 10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic

    Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C# 8 1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic

    Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C# 9 1

, '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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View demid-ns's full-sized avatar
14
followers
 · 15
following

Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Organizations
@yuniko-software

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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

Pinned
Loading
  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1


, '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('^' + ".*" + '

Skip to content
View demid-ns's full-sized avatar
14
followers
 · 15
following

Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Organizations
@yuniko-software

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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

Pinned
Loading
  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1


, '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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View demid-ns's full-sized avatar
14
followers
 · 15
following

Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Organizations
@yuniko-software

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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

Pinned
Loading
  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1


, '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" + '

Skip to content
View demid-ns's full-sized avatar
14
followers
 · 15
following

Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Organizations
@yuniko-software

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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

Pinned
Loading
  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1


, '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('^' + ".*" + '

Skip to content
View demid-ns's full-sized avatar
14
followers
 · 15
following

Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Organizations
@yuniko-software

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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

Pinned
Loading
  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1


, '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('^' + ".*" + '

Skip to content
View demid-ns's full-sized avatar
14
followers
 · 15
following

Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Achievements
Achievement: Starstruckx3Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2
Organizations
@yuniko-software

Block or report demid-ns

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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

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  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1


, '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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demid-ns/README.md
I'm part of Yuniko Software, an open source community of developers.
I focus on ML inference, vector databases, semantic search, large language models, and .NET ecosystem.
Follow my profile for research updates. Check out Yuniko Software repositories for useful tools and libraries. We welcome other developers to join our community and are always ready to share knowledge and collaborate!
LinkedIn | Telegram

Pinned
Loading
  1. yuniko-software/minecraft-mcp-serveryuniko-software/minecraft-mcp-serverPublic
    
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game …

    TypeScript
715

86

  2. yuniko-software/bge-m3-onnxyuniko-software/bge-m3-onnxPublic
    
ONNX implementation of the BGE-M3 multilingual embedding model and tokenizer with native C#, Java, and Python implementations. Generates all three embedding types: dense, sparse, and ColBERT vectors.

    Jupyter Notebook
42

6

  3. yuniko-software/tokenizer-to-onnx-modelyuniko-software/tokenizer-to-onnx-modelPublic
    
Convert Hugging Face tokenizers to ONNX models for cross-language compatibility (.NET, Java, Python) with embedding models

    Jupyter Notebook
39

4

  4. yuniko-software/bge-m3-qdrant-sampleyuniko-software/bge-m3-qdrant-samplePublic
    
A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

    Jupyter Notebook
41

10

  5. yuniko-software/qwen3-tokenizer-dotnetyuniko-software/qwen3-tokenizer-dotnetPublic
    
Multi-language BPE tokenizer implementation for Qwen3 models. Lightweight byte-pair encoding for C#/.NET

    C#
8

1

  6. yuniko-software/kernel-memory-ecommerce-sampleyuniko-software/kernel-memory-ecommerce-samplePublic
    
Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

    C#
9

1