a6e5b969-be6e-4756-ae53-47d3cb899ca4.png

a8a76287-a0a0-4e36-b27f-f8765ccf245e.jpg

a519d5af-d827-43f7-9793-2807cfd967cc.nupkg

f544b5fe-c435-443e-818d-a6f0d469576a.png

**What is PlugML Activity**

  

PlugML is a package that will host various models and enable us to quickly solve issues with ML.

· SemanticSimilarity: Allows you to compare two strings and see if they are referring to the same thing.

· Stable Diffusion: Generates an image based on a given text (TextToImage) or modifies an image based on a given text (ImageToImage).

Behind the scenes we use the models available on HuggingFace and we will try to bring more in the future.

  

**How to use**

· In order for the activity to work, Python needs to be installed. Latest knowing version of Python for this activity to work with is 3.10.9.

You can do it manually by downloading the 3.10.9 version from [here](https://www.python.org/downloads/release/python-389/).

A full guide on how to use this set of activities can be found here.

  

**Semantic Similarity**

  

GenerateEmbedding fields:

1\. **BatchSize**: Splits the given list in smaller batch size to mitigate the chance of running out of memory. Default 64.

2\. **Data**: Array of sentences. Embedding will be created from this.

3\. **EmbeddingFilePath**: The location where the embed file will be created. Example "C:\\Users\\USERNAME\\Downloads". Default is the root of the project.

4\. **EmbeddingFileName**: The name of the embed file that will be created.

5\. **PythonInstalledPath**: Home path where Python is installed in the local machine. Example "C:\\Users\\USERNAME\\AppData\\Local\\Programs\\Python\\Python310".

6\. **PythonLibrarypath**: Library path (Linux or version&gt; 3.9); InArgument. For Linux is the path to Python libpython\*.so library including library name. For Windows (Version&gt;3.9) path to python\*\*.dll including library name (usually is in Python Home path). For Windows (Version  3.9); InArgument For Linux is the path to Python libpython\*.so library including library name. For Windows (Version&gt;3.9) path to python\*\*.dll including library name (usually is in Python Home path). For Windows (Version  3.9); InArgument For Linux is the path to Python libpython\*.so library including library name. For Windows (Version&gt;3.9) path to python\*\*.dll including library name (usually is in Python Home path). For Windows (Version  3.9); InArgument

     Example "C:\\\*\*\*\\Python\\Python310\\python310.dll".

Use fuzzy search or generate images with the help of an AI ML model!

4c27cdd8-9b6d-4fb1-8222-c714ffb40611.png

76216991-f42a-4579-9395-38614729f7d8.png

699ed8d2-bebd-47d8-8e78-a7feb959eb35.png

a81843fb-4c78-4e04-98f5-b05df3d1394e.png

Visual Basic

4f5b7d64-076b-4901-872f-8eb8f0b5d105.pdf

47058628-004c-4067-8bff-251cd996c0a7.zip

Version	Release Date	Download Link
1.0.0	January 26, 2023
Version 1.0.0: Stable Diffusion Semantic Similarity Requirements.txt are installed automatically Created by Anghellos Paraskeviotis, Anna Cocan, & Sergiu Wittenberger.