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DatabaseIf you need to update an existing vector in the database:await db.update("1234", { vector: [0.4, 0.5, 0.6], // Updated vector data metadata: { name: "Updated Item" }, // Additional updated data});Deleting DataYou can delete a vector by its key.Experimental: Binary VectorsWhile querying vectors by cosine similarity is already extremely fast, sometimes you want to go faster than light. Binary vectors are simplified versions of dense vectors where each value is turned into either a 0 or a 1 by comparing it to the middle value (median). This makes them smaller to store and faster to compare, which helps when working with a lot of data.Note that this simplification can reduce the quality of the results because some detailed information in the original dense vector is lost. Use it for very long searches. For example, the set of vectors produced by all-MiniLM-L6-v2:[ -0.020319879055023193, 0.07605013996362686, 0.020568927749991417, ...]after being binarized becomes:[ 0, 1, 1, ...]For better JS processing, the binary vectors are packed into 64-bit integers (e.g., using BigUint64Array).Each 64-bit integer represents 64 binary values, and we use the XOR operation on 64-bit integers to find mismatched bits and then count the 1s.Inserting Data and Generate Binarized EmbeddingsTo insert data to be vectorized and then binarized, use insertBinary.Note: to query over binarized vectors, use queryBinary or queryBinarySIMD.await db.insertBinary({ text: "This is a sample text to embed and binarize",});(Very Fast) Query Binary Embeddings Using Hamming Distance Over Native JS (64 bits at a time max)To query over binarized vectors use queryBinary.While cosine similarity measures the angle between two vectors in a multi-dimensional space, Hamming distance counts the number of positions where two binary vectors differ. It measures dissimilarity as a simple count of mismatches. For binarized vectors Hamming really is the tool for the job.const results = await db.queryBinary("Find similar texts based on this. hi i m a windows 11 user i m faced with an issue where power-shell terminal 86 is able to run node js and power shell 64 is not able to run node js despite installing node js 32 bit and 64 bit respectively i have tried adding path variable but still node js is not ruining on ithow to download and install vue js in windows 10 or 11 with node js
Log not available for this versionUltraEdit 25.20.0.68 (64-bit)- Change log not available for this versionUltraEdit 25.20.0.64 (64-bit)- Change log not available for this versionUltraEdit 25.20.0.60 (64-bit)Markdown support:- Preview Markdown files (via Coding » Live preview or Browser view)- Preview is compatible with GitHub Flavored Markdown (GFM)- Select different styles for Markdown rendering (or add your own)- Special Markdown syntax highlighting (with new MARKDOWN_LANG) language marker- Support for embedded HTML highlightingLive HTML preview:- Split window with code view and browser view- Code changes (saved and unsaved) are automatically updated in browser view- Position sync: Double-click on element in preview to jump to its location in source- Configure under Advanced » Settings » Editor » XML / HTML / Markdown- Updated HTML rendering component to support modern HTML / CSS / JS- Added support for copying (via Ctrl + C) selected textSave state:- Close UltraEdit without being prompted to save anything, then pick up where you left off – unsaved changes are restored- Works for local, network, FTP, and even unsaved "Edit" files- Prefer prompts to save? Disable this feature under Advanced » Settings » File handling » Session optionsClose unsaved Edit files with no prompt to save:- This optional feature can be set under Advanced » Settings » File handling » Session options- Improved file tab handling on startup- Changed default temporary file location- Many fixes and internal improvementsUltraEdit 25.10.0.62 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.50 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.48 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.16 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.12 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.10 (64-bit)Code folding enhancements:- "Peek" at folded code (hover over "..." to see preview of collapsed text in a tooltip)- Ctrl + Click on folding node to expand / collapse all sub-nodes of that node- Alt + Click on folding node to expand / collapse all folding nodes in the active file- Expand / collapse code from any line within folding section (not just first line)Full Unicode support in wordfiles:- Create wordfiles containing Unicode characters- Wordfiles canNode JS Agent download not working for 32 bits architecture
Query");console.log(results);Example of a binary hamming distance query over BigUint64Array (64 bits processed at a time using pure JS):(Insanely Fast) Query Binary Embeddings Using Hamming Distance Over WebAssembly SIMD (+128 bits at a time, shorter CPU cicles)The WebAssembly SIMD implementation processes 128 bits per iteration (via v128.xor) compared to 64 bits per iteration in the JavaScript implementation using BigUint64Array. This alone gives a theoretical 2x speedup.However SIMD instructions execute XOR, popcount, and similar operations on multiple data lanes in parallel. This reduces the number of CPU cycles required for the same amount of work compared to sequential bitwise operations in JavaScript. SIMD in WebAssembly is likely 2x to 4x faster or more over big vectors.Check haming_distance_simd.wat for the WASM source code. Compiled using wat2wasm.const results = await db.queryBinarySIMD( "Find similar texts based on this query");console.log(results);Example of a binary hamming distance query over WebAssembly SIMD (+128 bits at a time, shorter CPU cicles):The logs show offsets (0, 16, 32), which means the code processes 128 bits (16 bytes) at a time. Since the total vector is 384 bits, it takes 3 steps (384 ÷ 128 = 3), confirming 128-bit SIMD processing.For NextjsIf you're using Next.js, you may need to configure Webpack to work with Transformers.js. Add the following to your next.config.js file: { // Override the default webpack configuration config.resolve.alias = { ...config.resolve.alias, "onnxruntime-node$": false, // Disable onnxruntime-node for browser environments "sharp$": false, // optional - Disable sharp package (used by some image processing packages) }; return config; },"> webpack: (config) => { // Override the default webpack configuration config.resolve.alias = { ...config.resolve.alias, "onnxruntime-node$": false, // Disable onnxruntime-node for browser environments "sharp$": false, // optional - Disable sharp package (used by some image processing packages) }; return config; },ContributingFeel free to fork the repository, create issues, and submit pull requests. We welcomeNode JS Agent download not working for 32 bits arc
☰ Showing English results only. Show results for all languages. khinsider batch downloader JS - batch download for downloads.khinsider.com originalsoundtracks Author maple3142 Daily installs 0 Total installs 3,696 Ratings 432 Created 2018-01-13 Updated 2020-01-09 khinsider mass downloader JS - mass downloader for downloads.khinsider.com Author Venipa Daily installs 0 Total installs 1,451 Ratings 241 Created 2021-03-01 Updated 2022-06-30 VGMLoaderX JS - Automatically downloads albums from KHInsider without an account. Author TheLastZombie Daily installs 0 Total installs 3,554 Ratings 1111 Created 2021-03-26 Updated 2024-10-21 Download enabler - downloads.khinsider.com JS - Simple download enabler for downloads.khinsider.com Author Thibb1 Daily installs 0 Total installs 323 Ratings 000 Created 2023-01-24 Updated 2023-06-23 Khinsider AntiRedirect JS - Makes khinsider stop redirecting you when clicking download on a soundtrack. Also directly downloads the soundtracks instead of redirecting and includes a right click save as directly from the album's page. Author realcoloride Daily installs 0 Total installs 317 Ratings 001 Created 2023-04-29 Updated 2024-09-11 VGMURLs JS - Copy albums urls from KHInsider. Author bexon Daily installs 0 Total installs 49 Ratings 000 Created 2024-02-18 Updated 2024-02-18 Automatic Theme Switcher JS - Automatically toggles between light and dark themes for KHInsider based on local time. Author InariOkami Daily installs 0 Total installs 6 Ratings 000 Created 2024-11-18 Updated 2024-12-14 Publish a script you've written (or learn how to write one)Connect with Node . js - SingleStore
Called by the source) "label": "f", "file": "...\\input-scripts\\simple-scripts\\functioncall-arithmetic.js", "start": { # The start point of the target node with row-column based position.. "row": 3, "column": 0 }, "end": { # The end point of the target node with row-column based position. "row": 5, "column": 1 }, "range": { # The position of the target node in index-based representation. "start": 14, "end": 51 } } }]Filter file formatAny valid regular expression can be specified in the filter file. The order of the including and excluding lines are important since they are processed sequentially.The first character of each line represents the type of the filtering:# Comment line- Exclude+ IncludeAn example for filtering:# Filter out all source files starting with "test":-test[^\.]*.js# But test576.js is needed:+test576.js# Furthermore, files beginning with "test1742" are also needed:+test1742[^\.]*.js# Finally, test1742_b.js is not needed:-test1742_b.jsList of arguments-h : List of command line arguments--fg : print flow graph--cg : print call graph--time : print timings--strategy : interprocedural propagation strategy; one of NONE, ONESHOT (default), DEMAND, and FULL (not yet implemented)--countCB : Counts the number of callbacks.--reqJs : Make a RequireJS dependency graph.--output : The output file name into which the result JSON should be saved. (extension: .json)--filter : Path to the filter file.ContributingLooking to contribute something? Here's how you can help.LicenseThis code is licensed under the Eclipse Public License (v2.0), a copy of which is included in this repository in file LICENSE.. hi i m a windows 11 user i m faced with an issue where power-shell terminal 86 is able to run node js and power shell 64 is not able to run node js despite installing node js 32 bit and 64 bit respectively i have tried adding path variable but still node js is not ruining on it Node JS 15.3.0 Englisch: Node JS ist ein Open-Source JavaScript Laufzeitumgebung, bei der JavaScript serverseitig ausgef hrt wird. 64 Bit; Mac; Linux; Android; Download-Fakten: Node JS.
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Issue Type: Performance IssueI can't write code unless I hit the insert key, and again if i try to use short cuts like ctrl + c or x the cursor goes back to the same problem.VS Code version: Code 1.36.1 (2213894, 2019-07-08T22:59:35.033Z)OS version: Windows_NT x64 10.0.18362System InfoItemValueCPUsIntel(R) Core(TM) i7-7820X CPU @ 3.60GHz (16 x 3600)GPU Status2d_canvas: enabledflash_3d: enabledflash_stage3d: enabledflash_stage3d_baseline: enabledgpu_compositing: enabledmultiple_raster_threads: enabled_onnative_gpu_memory_buffers: disabled_softwareoop_rasterization: disabled_offprotected_video_decode: unavailable_offrasterization: enabledskia_deferred_display_list: disabled_offskia_renderer: disabled_offsurface_synchronization: enabled_onvideo_decode: enabledviz_display_compositor: disabled_offwebgl: enabledwebgl2: enabledLoad (avg)undefinedMemory (System)31.68GB (25.17GB free)Process ArgvScreen ReadernoVM0%Process InfoCPU % Mem MB PID Process 1 96 8708 code main 0 170 1888 window (script.js - starter - Visual Studio Code) 0 166 2920 extensionHost 0 31 744 electron_node eslintServer.js 0 88 5128 electron_node tsserver.js 0 59 19320 electron_node typingsInstaller.js typesMap.js 0 74 12184 "C:\Users\roobl.000\AppData\Local\Programs\Microsoft VS Code\Code.exe" "c:\Users\roobl.000\AppData\Local\Programs\Microsoft VS Code\resources\app\extensions\html-language-features\server\dist\htmlServerMain" --node-ipc --clientProcessId=2920 0 48 19076 electron_node server.js 0 36 7660 searchService 0 11 20072 watcherService 0 11 20112 console-window-host (Windows internal process) 0 81 2228 gpu-process 0 72 3904 shared-process 0 13 13080 electron-crash-reporter 1 69 18692 window (Issue Reporter)Workspace Info| Window (script.js - starter - Visual Studio Code)| Folder (starter): 3 files| File types: html(1) js(1) json(1)| Conf files: settings.json(1);Extensions (43)ExtensionAuthor (truncated)Versionjavascript-developmentaal0.0.2html-snippetsabu0.2.1vscode-css-formatteraes1.0.1vscode-javascript-snippet-packaka0.1.5vscode-standardjs-snippetscap0.8.5npm-intellisensechr1.3.0vscode-css-modulescli0.2.3vscode-javascript-snippetscod1.0.0bracket-pair-colorizerCoe1.0.61crossplatform-startupcro0.0.1vscode-markdownlintDav0.29.0vscode-eslintdba1.9.0vscode-babel-coloringdza0.0.4vscode-html-cssecm0.2.0vscode-npm-scripteg20.3.8prettier-vscodeesb1.9.0mithril-emmetFal0.7.1auto-rename-tagfor0.1.0vscode-atom-javascript-snippetglu0.2.1beautifyHoo1.5.0html-tag-wrapperhwe0.2.3vscode-language-babelmgm0.0.23code-beautifiermic2.3.3mssqlms-1.6.0anaconda-extension-packms-1.0.1atom-keybindingsms-3.0.6js-atom-grammarms-0.1.14debugger-for-chromemsj4.11.6JavaScriptSnippetsnat0.2.0elmmetnec1.0.1prettier-standard-vscodenum0.5.0prettier-vscode-with-tabspas1.1.0vscode-yamlred0.4.1LiveServerrit5.6.1nativeemmetSau0.0.8vscode-javascript-boostersbu0.11.0hyper-javascript-snippetst7y2.1.0vscode-jss-snippetsvis0.2.2vscodeintellicodeVis1.1.8vimvsc1.9.0vscode-js-console-utilswht0.7.0JavaScriptSnippetsxab1.7.2html-css-class-completionZig1.19.0. hi i m a windows 11 user i m faced with an issue where power-shell terminal 86 is able to run node js and power shell 64 is not able to run node js despite installing node js 32 bit and 64 bit respectively i have tried adding path variable but still node js is not ruining on it Node JS 15.3.0 Englisch: Node JS ist ein Open-Source JavaScript Laufzeitumgebung, bei der JavaScript serverseitig ausgef hrt wird. 64 Bit; Mac; Linux; Android; Download-Fakten: Node JS.How install node js in Windows 11? - Mad Penguin
3D system ID 577433 - SetAuthorMode works differently in GUI and terminal Timeline ID 569072 - Adjusting a track tag 'start' point to 0 causes the icon to disappear ID 572744 - Viewer Toolbar overflow menu displays last selected compare option, rather than what is shown when the menu is extended ID 582437 - Adding soft effect whilst timeline disk is caching will stop the process overall NodeGraph ID 567902 - RotoPaint doesn't recognise views created after node creation ID 565896 - Painting equal number of strokes on left and right viewer makes some strokes invisible in the viewer ID 573890 - Resaving script with offline media and reopening it throws errors ID 581156 - FrameRanged traits highlighting still present despite being overridden in the node (Copy/Paste) Machine Learning ID 572672 - CopyCat: Deleting a run from the run table hangs nuke ID 574733 - CopyCat: On MacOS, when hitting out of memory error when training copycat the error message is messy. When hitting out of memory error when using inference nodes, nuke will crash. ID 575423 - CopyCat: Time estimation will be incorrect (2-3x longer) when training with MultiResolution enabled. ID 577326 - CopyCat: On Windows os after training, PyTorch fails to release its cache.. MacOS ID 575080 - Users who have upgraded to Sonoma may encounter an issue when launching Nuke, where licenses display an error. To resolve this issue, we recommend upgrading to Sonoma 14.5 or higher. OpenAssetIO ID 575828 - R3D_CDL support appears to crash assetized scripts ID 579556 - Assetisation of asset has a misleading error, should be a 'file not found' error Color ID 580590 - Rec.2100-HLG - Display/Raw view transform changes viewer colorspace on playback Qualified Operating Systems Nuke 15.0 and later support Apple's silicon hardware. macOS Ventura (13.x), or macOS Sonoma (14.x) For more information on Foundry products and supported macOS versions, see Foundry Knowledge Base articleQ100592. Windows 10 (64-bit) or Windows 11 (64-bit) Linux Rocky 9.0 (64-bit) Nuke requires libnuma to run under Linux distributions, the library is required by the Nablet H264 Codec SDK. The currently supported version of VFX Reference Platform includes library versions that are only compatible with Rocky 9.0. Other operating systems may work, but have not been fully tested. Requirements for Nuke's GPU Acceleration If you want to enable Nuke to calculate certain nodes using the GPU, there are some additional requirements. NVIDIA An NVIDIA GPU with graphics drivers capable of running CUDA 11.8, or above. A list of the compute capabilities of NVIDIA GPUs is available at The compute capability is a property of the GPU hardware and can't be altered by a software update. With graphics drivers capable of running CUDA 11.8, or above. On Windows and Linux, CUDA graphics drivers are bundled with the regular drivers for your NVIDIA GPU. Driver versions 522.06 (Windows) and 520.61.05 (Linux), or above are required. See for more information on compatible drivers. We recommend using the latest graphics drivers, where possible, regardless of operating system. AMD BitwiseComments
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2025-04-01OpponentEloDiffResultsScoreLOSPerf– Stockfish 15 64-bit 4CPU3622+13−13(+164)6.5 − 13.5(+0−7=13)32.5%6.5 / 200.0%+53– Stockfish 14 64-bit 4CPU3621+13−13(+163)5.5 − 14.5(+0−9=11)27.5%5.5 / 200.0%+14– Dragon by Komodo 3.1 64-bit 4CPU3616+14−14(+158)5 − 15(+0−10=10)25.0%5.0 / 200.0%−8– Fat Fritz 2 64-bit 4CPU3601+10−10(+143)6.5 − 13.5(+0−7=13)32.5%6.5 / 200.0%+32– Berserk 10 64-bit 4CPU3567+13−13(+109)6 − 14(+0−8=12)30.0%6.0 / 200.0%−18– Revenge 3.0 64-bit 4CPU3558+9−9(+100)6.5 − 13.5(+1−8=11)32.5%6.5 / 200.0%−15– Ethereal 13.75 64-bit 4CPU3554+12−12(+96)6.5 − 13.5(+0−7=13)32.5%6.5 / 200.0%−14– Koivisto 8.0 64-bit 4CPU3551+11−11(+93)7 − 13(+0−6=14)35.0%7.0 / 200.0%−2– SlowChess Blitz 2.9 64-bit 4CPU3545+9−9(+87)8.5 − 11.5(+0−3=17)42.5%8.5 / 200.0%+41– Clover 5.0 64-bit 4CPU3544+17−17(+86)12 − 20(+0−8=24)37.5%12.0 / 320.0%+9– Deep Sjeng 3.6 a16 64-bit 4CPU3544+16−16(+86)12 − 20(+0−8=24)37.5%12.0 / 320.0%+9– RubiChess 20220813 64-bit 4CPU3530+15−15(+72)7 − 13(+0−6=14)35.0%7.0 / 200.0%−20– rofChade 3.0 64-bit 4CPU3526+10−10(+68)7 − 13(+0−6=14)35.0%7.0 / 200.0%−24– Clover 4.0 64-bit 4CPU3525+16−16(+67)11 − 19(+0−8=22)36.7%11.0 / 300.0%−16– Minic 3.32 64-bit 4CPU3520+14−14(+62)8.5 − 15.5(+0−7=17)35.4%8.5 / 240.0%−28– Minic 3.30 64-bit 4CPU3515+14−14(+57)6.5 − 13.5(+0−7=13)32.5%6.5 / 200.0%−52– Caissa 1.8 64-bit 4CPU3513+17−17(+55)11 − 15(+0−4=22)42.3%11.0 / 260.0%+8– Seer 2.5.0 64-bit 4CPU3510+13−13(+52)9.5 − 10.5(+1−2=17)47.5%9.5 / 200.0%+38– Carp 3.0.0 64-bit 4CPU3501+16−16(+43)10.5 − 11.5(+0−1=21)47.7%10.5 / 220.0%+29– Arasan 23.4 64-bit 4CPU3499+13−13(+41)8.5 − 11.5(+0−3=17)42.5%8.5 / 200.0%−4– Uralochka 3.38c 64-bit 4CPU3493+15−15(+35)10 − 10(+2−2=16)50.0%10.0 / 200.0%+35– Rebel 15.1a 64-bit 4CPU3490+16−16(+32)9 − 11(+0−2=18)45.0%9.0 / 200.1%+4– Arasan 23.5 64-bit 4CPU3488+15−15(+30)10.5 − 11.5(+1−2=19)47.7%10.5 / 220.2%+17– Igel 3.1.0 64-bit 4CPU3484+12−12(+26)9.5 − 10.5(+0−1=19)47.5%9.5 / 200.3%+13– Black Marlin 7.0 64-bit 4CPU3466+14−14(+8)8.5 − 11.5(+1−4=15)42.5%8.5 / 2018.7%−41– Houdini 6 64-bit 4CPU3456+7−7(−2)9 − 11(+1−3=16)45.0%9.0 / 2060.1%−31– Velvet 5.1.0 64-bit 4CPU3454+17−17(−4)16.5 − 13.5(+7−4=19)55.0%16.5 / 3063.2%+29– Marvin 6.1.0 64-bit 4CPU3448+15−15(−10)11.5 − 12.5(+0−1=23)47.9%11.5 / 2482.7%−20– Wasp 6.00 64-bit 4CPU3440+15−15(−18)12.5 − 7.5(+5−0=15)62.5%12.5 / 2096.4%+55– Nemorino 6.05 64-bit 4CPU3432+16−16(−26)10 − 10(+3−3=14)50.0%10.0 / 2099.2%−26– Booot 7.0 64-bit 4CPU3428+16−16(−30)10 − 10(+2−2=16)50.0%10.0 / 2099.7%−33– Velvet 4.1.0 64-bit 4CPU3423+15−15(−35)11 − 9(+4−2=14)55.0%11.0 / 20100.0%−4– Mantissa 3.7.2 64-bit 4CPU3381+15−15(−77)12 − 8(+4−0=16)60.0%12.0 / 20100.0%−17– Marvin 6.0.0 64-bit 4CPU3377+16−16(−81)11 − 9(+2−0=18)55.0%11.0 / 20100.0%−53– Expositor 2BR17 64-bit 4CPU3376+16−16(−82)12.5 − 7.5(+6−1=13)62.5%12.5 / 20100.0%0– Counter 5.0 64-bit 4CPU3373+18−18(−85)14.5 − 9.5(+7−2=15)60.4%14.5 / 24100.0%−17– Smallbrain 6.0 64-bit 4CPU3370+16−16(−88)13.5 − 10.5(+3−0=21)56.3%13.5 / 24100.0%−52– Stash 34.0 64-bit 4CPU3364+18−18(−94)16.5 − 7.5(+10−1=13)68.8%16.5 / 24100.0%+28– Drofa 4.0.0 64-bit 4CPU3318+20−20(−140)15 − 3(+12−0=6)83.3%15.0 / 18100.0%+102– Winter 1.0 64-bit 4CPU3306+18−18(−152)12.5 − 3.5(+9−0=7)78.1%12.5 / 16100.0%+40– Drofa 3.3.22 64-bit 4CPU3300+21−21(−158)13.5 − 6.5(+7−0=13)67.5%13.5 / 20100.0%−47
2025-04-17Log not available for this versionUltraEdit 25.20.0.68 (64-bit)- Change log not available for this versionUltraEdit 25.20.0.64 (64-bit)- Change log not available for this versionUltraEdit 25.20.0.60 (64-bit)Markdown support:- Preview Markdown files (via Coding » Live preview or Browser view)- Preview is compatible with GitHub Flavored Markdown (GFM)- Select different styles for Markdown rendering (or add your own)- Special Markdown syntax highlighting (with new MARKDOWN_LANG) language marker- Support for embedded HTML highlightingLive HTML preview:- Split window with code view and browser view- Code changes (saved and unsaved) are automatically updated in browser view- Position sync: Double-click on element in preview to jump to its location in source- Configure under Advanced » Settings » Editor » XML / HTML / Markdown- Updated HTML rendering component to support modern HTML / CSS / JS- Added support for copying (via Ctrl + C) selected textSave state:- Close UltraEdit without being prompted to save anything, then pick up where you left off – unsaved changes are restored- Works for local, network, FTP, and even unsaved "Edit" files- Prefer prompts to save? Disable this feature under Advanced » Settings » File handling » Session optionsClose unsaved Edit files with no prompt to save:- This optional feature can be set under Advanced » Settings » File handling » Session options- Improved file tab handling on startup- Changed default temporary file location- Many fixes and internal improvementsUltraEdit 25.10.0.62 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.50 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.48 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.16 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.12 (64-bit)- Change log not available for this versionUltraEdit 25.10.0.10 (64-bit)Code folding enhancements:- "Peek" at folded code (hover over "..." to see preview of collapsed text in a tooltip)- Ctrl + Click on folding node to expand / collapse all sub-nodes of that node- Alt + Click on folding node to expand / collapse all folding nodes in the active file- Expand / collapse code from any line within folding section (not just first line)Full Unicode support in wordfiles:- Create wordfiles containing Unicode characters- Wordfiles can
2025-04-08Query");console.log(results);Example of a binary hamming distance query over BigUint64Array (64 bits processed at a time using pure JS):(Insanely Fast) Query Binary Embeddings Using Hamming Distance Over WebAssembly SIMD (+128 bits at a time, shorter CPU cicles)The WebAssembly SIMD implementation processes 128 bits per iteration (via v128.xor) compared to 64 bits per iteration in the JavaScript implementation using BigUint64Array. This alone gives a theoretical 2x speedup.However SIMD instructions execute XOR, popcount, and similar operations on multiple data lanes in parallel. This reduces the number of CPU cycles required for the same amount of work compared to sequential bitwise operations in JavaScript. SIMD in WebAssembly is likely 2x to 4x faster or more over big vectors.Check haming_distance_simd.wat for the WASM source code. Compiled using wat2wasm.const results = await db.queryBinarySIMD( "Find similar texts based on this query");console.log(results);Example of a binary hamming distance query over WebAssembly SIMD (+128 bits at a time, shorter CPU cicles):The logs show offsets (0, 16, 32), which means the code processes 128 bits (16 bytes) at a time. Since the total vector is 384 bits, it takes 3 steps (384 ÷ 128 = 3), confirming 128-bit SIMD processing.For NextjsIf you're using Next.js, you may need to configure Webpack to work with Transformers.js. Add the following to your next.config.js file: { // Override the default webpack configuration config.resolve.alias = { ...config.resolve.alias, "onnxruntime-node$": false, // Disable onnxruntime-node for browser environments "sharp$": false, // optional - Disable sharp package (used by some image processing packages) }; return config; },"> webpack: (config) => { // Override the default webpack configuration config.resolve.alias = { ...config.resolve.alias, "onnxruntime-node$": false, // Disable onnxruntime-node for browser environments "sharp$": false, // optional - Disable sharp package (used by some image processing packages) }; return config; },ContributingFeel free to fork the repository, create issues, and submit pull requests. We welcome
2025-04-11