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Node.js and 64-bit varints. 1. Create Node Js Executable App for Mac. 2. Is there way to indicate architecture (32 or 64 bit) when configuring node js in azure? 1. Download Node Js 16.4.0. Here is the list of the links that can help you to download Node js 16.4.0 for your Environment. Windows 32-bit Installer: Download Node Js 16.4.0. Here is the list of the links that can help you to download Node js 16.4.0 for your Environment. Windows 32-bit Installer: Download Node Js 16.4.0. Here is the list of the links that can help you to download Node js 16.4.0 for your Environment. Windows 32-bit Installer: Windows 64-bit Installer: Download Node Js 16.4.0. Here is the list of the links that can help you to download Node js 16.4.0 for your Environment. Windows 32-bit Installer: Windows 64-bit Installer: Step 1- Download Node js package from node js official website https: How do I install node.js on Ubuntu 18.04 32 bit? 2. Unable to install Node.js in Ubuntu 19. Step 1- Download Node js package from node js official website https: How do I install node.js on Ubuntu 18.04 32 bit? 2. Unable to install Node.js in Ubuntu 19. Lines of text. You can process data while still reading the file.A single Buffer object – Same as the first option but now you have a sequence of raw bytes. You need to wait for the read to complete before you can process the data.A stream of buffers -Same as second option but you have a sequence of bytes so you can process data while still reading the file.The first and second options are the most common as files normally contain text data.If the data in the file isn’t text data or not encoded as utf8 then the single utf8 and 1 msg per line options won’t work as with these options the data is read in, and decoded using utf8 into characters.Note: See data encoding tutorial for more detailsThe third and forth options are for when the file contains binary data or text data encoded in another format other than utf8 or ASCII..These options reads the data into you script/flow without any interpretation i.e as raw data.VideoIn the video below I cover the above and also show you how to use Buffers in node-red to read text data from a file.Demo flow used in videoEncoding and Decoding Integers and FloatsWhen working with machines you will often be required to encode and decode integer and float data, modbus is a good example.Early computers used 16 bits to represent an Integer and 32 bits for a floating point number.Today they can be much larger but the process is the same.The image below shows a 16 bit Integer and how it is organised into bytes:It is important to understand that because data is sent across a network in bytes it is important to understand whether the MSB (Most Significant Byte) or the LSB (Least Significant Byte) is transmitted first.This is know as endianness and is discussed in the video.Most networks use Big endianness (MSB first).Video -Node-Red Buffers- (Integers and Floats)Demo flow used in videoWorked Examples:Creating a 2 byte buffer from an Integer (16 bits)First we create an 2 byte empty buffer and then write the integer into itvar buf=Buffer.alloc(2);buf.writeInt16BE(17201);Creating a 4 byte buffer from an Integer (32 bits)First we create an 4 byte empty buffer and then write the integer into itvar buf=Buffer.alloc(4);buf.writeInt32BE(17201);Creating a 16 bit Integer from a 2 byte bufferWe start with our 2 byte buffer containing a 16 bit integer and then we create the integer using the read method.var buf=Buffer.from([0x43,0x6c])var res =buf.readInt16BE()Creating a 4 byte buffer from an Float (32 bits)First we create an 4 byte empty buffer and then write the Float into itvar buf=Buffer.alloc(4);buf.writeFloatBE(131.3)Creating a 32 bit Float from a 4 byte bufferWe start with our 4 byte buffer containing a 32 bit Float and then we create the float using the read method.var buf=Buffer.from([0x43,0x03,0x4c,0xcd])var res =buf.readFloatBE();Related Tutorials and Resourcesw3schools Buffer ObjectHow to Use Node-Red with ModbusWorking with JSON data in Node-redUsing the Node-Red Function Node- Beginners GuideStoring Data in Node-Red VariablesComments
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2025-04-11Lines of text. You can process data while still reading the file.A single Buffer object – Same as the first option but now you have a sequence of raw bytes. You need to wait for the read to complete before you can process the data.A stream of buffers -Same as second option but you have a sequence of bytes so you can process data while still reading the file.The first and second options are the most common as files normally contain text data.If the data in the file isn’t text data or not encoded as utf8 then the single utf8 and 1 msg per line options won’t work as with these options the data is read in, and decoded using utf8 into characters.Note: See data encoding tutorial for more detailsThe third and forth options are for when the file contains binary data or text data encoded in another format other than utf8 or ASCII..These options reads the data into you script/flow without any interpretation i.e as raw data.VideoIn the video below I cover the above and also show you how to use Buffers in node-red to read text data from a file.Demo flow used in videoEncoding and Decoding Integers and FloatsWhen working with machines you will often be required to encode and decode integer and float data, modbus is a good example.Early computers used 16 bits to represent an Integer and 32 bits for a floating point number.Today they can be much larger but the process is the same.The image below shows a 16 bit Integer and how it is organised into bytes:It is important to understand that because data is sent across a network in bytes it is important to understand whether the MSB (Most Significant Byte) or the LSB (Least Significant Byte) is transmitted first.This is know as endianness and is discussed in the video.Most networks use Big endianness (MSB first).Video -Node-Red Buffers- (Integers and Floats)Demo flow used in videoWorked Examples:Creating a 2 byte buffer from an Integer (16 bits)First we create an 2 byte empty buffer and then write the integer into itvar buf=Buffer.alloc(2);buf.writeInt16BE(17201);Creating a 4 byte buffer from an Integer (32 bits)First we create an 4 byte empty buffer and then write the integer into itvar buf=Buffer.alloc(4);buf.writeInt32BE(17201);Creating a 16 bit Integer from a 2 byte bufferWe start with our 2 byte buffer containing a 16 bit integer and then we create the integer using the read method.var buf=Buffer.from([0x43,0x6c])var res =buf.readInt16BE()Creating a 4 byte buffer from an Float (32 bits)First we create an 4 byte empty buffer and then write the Float into itvar buf=Buffer.alloc(4);buf.writeFloatBE(131.3)Creating a 32 bit Float from a 4 byte bufferWe start with our 4 byte buffer containing a 32 bit Float and then we create the float using the read method.var buf=Buffer.from([0x43,0x03,0x4c,0xcd])var res =buf.readFloatBE();Related Tutorials and Resourcesw3schools Buffer ObjectHow to Use Node-Red with ModbusWorking with JSON data in Node-redUsing the Node-Red Function Node- Beginners GuideStoring Data in Node-Red Variables
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2025-04-01Query");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
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