RAGを用いたAIアプリケーションやDifyなどのツールを触っているとEmbbedingという言葉によく出逢います。 特にDifyなどのツールでは意味を要らなくてもRAGやナレッジを用いたアプリケーションを作成することができますが、大枠を理解している方が自信を持っ ...

# you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless ...

This Python script is used to analyze embeddings trained with textual inversion using the Automatic1111 Web UI. When ran, it will create graphs of the loss rate of the embedding and the magnitude of ...

Word Embedding (Python) is a technique to convert words into a vector representation. Computers cannot directly understand ...

Words and phrases can be effectively represented as vectors in a high-dimensional space using embeddings, making them a crucial tool in the field of natural language processing (NLP). Machine ...

#include <stdio.h> #include <Python.h> int main(int argc, char * argv[]) { // initialize the interpreter Py_Initialize(); // evaluate some code PyRun_SimpleString ...