Pete Sathianathan

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Updated January 20th, 2021 by Pete Sathianathan

GPT2-TextGen

GPT-2 is trained with a simple objective: predict the next word, given all of the previous words within some text. The diversity of the dataset causes this simple goal to contain naturally occurring demonstrations of many tasks across diverse domains. GPT-2 is a direct scale-up of GPT, with more than 10X the parameters and trained on more than 10X t...

0 min reading time
Updated October 20th, 2020 by Pete Sathianathan

Integrating Multiple Startups

In this example we will show you how to integrate technologies from two startups to work together on the Interplay platform. we will be using Algolia (startup) to upload a CSV file and use Twilio (Startup) any phrase that we search from the CSV and send the number of times that word or phrase in that CSV as a text message. By using Twilio it will se...

2 min reading time
Updated September 13th, 2022 by Pete Sathianathan

Simple Web Page

In this Tutorial, we will focus on building a simple Web Page using Get and Post requests.  Step 1. Add a flow and name it a Simple Web Page click on done and deploy.  Step 2. Search for HTTP in and HTTP out requests and drag them to the workflow. Step 3. Search for the Template node and drag it to the workflow. Step 4. Connect the HTTP in with Temp...

1 min reading time
Updated September 12th, 2022 by Pete Sathianathan

HTML - Hello World

In this tutorial, we will learn how to create a simple hello world page on interplay.  First Log into your interplay and create an instance if you're unsure how to create an Instance go to the create an Instance tutorial on the getting started page. Step 1. Login to Interplay and click on skip the setup wizard Step 2. Search for Inject node in the s...

1 min reading time
Updated March 25th, 2021 by Pete Sathianathan

Alexa on Interplay

Alexa is Amazon's cloud based voice service and the brain behind tens if millions of devices including the Echo family of devices, Fire TV, Tablet and third party devices with Alexa built in.  Tens of thousands of developers have built skills using the Alexa Skills Kit (ASK), a collection of self-service APIs, tools, documentation and code samples. ...

0 min reading time
Updated October 29th, 2020 by Pete Sathianathan

Using Clarifai(Startup) to classify Images

Clarifai offers an end-to-end solution for modeling unstructured data for the entire AI lifecycle. Their powerful image, video, and text recognition solutions are built on the most advanced machine learning platform and made easily accessible via API, device SDK and on-premise, empowering businesses all over the world to build a new generation of in...

0 min reading time
Updated February 24th, 2022 by Pete Sathianathan

Regression

Regression is a supervised machine learning  technique which is used to predict continuous values. The ultimate goal of the regression algorithm is to plot a best-fit line or a curve between the data. The three main metrics that are used for evaluating the trained regression model are variance, bias and error.  The main difference between regression...

1 min reading time
Updated January 7th, 2021 by Pete Sathianathan

How to create a Database Connection

In this example, we will walk you through on how to create a database connection with an established database. Steps  1) Select the inject node (Under Software Components Menu), change the payload setting to string from the timestamp, and name the string SELECT * FROM user. Click deploy. 2) Select the Function node (Orange Node) from the function me...

0 min reading time
Updated March 25th, 2021 by Pete Sathianathan

Start Up (Algolia) Services on Interplay

Algolia is a hosted search engine, offering full-text, numerical, and faceted search, capable of delivering real-time results from the first keystroke. Algolia’s powerful API lets you quickly and seamlessly implement search within your websites and mobile applications. Algolia's search API powers billions of queries for thousands of companies every ...

0 min reading time
Updated October 29th, 2020 by Pete Sathianathan

Interplay Twilio (StartUp Services) Class

Twilio has democratized communications channels like voice, text, chat, video, and email by virtualizing the world’s communications infrastructure through APIs that are simple enough for any developer to use, yet robust enough to power the world’s most demanding applications. By making communications a part of every software developer’s toolkit, Twi...

0 min reading time
Updated September 13th, 2022 by Pete Sathianathan

Use Cases Possible with Interplay.

In this example, we are looking at some use cases from https://newinstance.interplay.iterate.ai/home We will look at the dashboard use case  functions and focus on some sections in this tutorial. It includes General Webpage, Selfie Color Picker, BeautyLab, Modal Dialog, and Order.  Use Case 1. Click on the General Webpage. This use case brings us to...

0 min reading time
Updated October 28th, 2020 by Pete Sathianathan

Interplay Sub Flow Class

In order for a complex flow with many nodes and functions to work to its full capacity, sub-flows makes it easier to fit the nodes or functions with complex code that doesn't need to be on the main flow. It also makes it much cleaner, modularized and easier to find where the complex code for certain functions can be found. Our Machine Learning Engin...

0 min reading time
Updated January 5th, 2021 by Pete Sathianathan

Post Request

In this example we will walk through HTTP (POST) Request Node and go through the debugging steps. Steps  1) Go to the component menu and select HTTP Request Node as well as HTTP Response Node. 2) Double click on the HTTP Request node and change the node method from GET to POST request. 3) Connect all the Nodes along with a console node output change...

0 min reading time
Updated September 13th, 2022 by Pete Sathianathan

HTTP GET

In this tutorial, we will focus on how to build an HTTP Get / Post inside Interplay. Steps 1. Click on the top right plus button to add a flow and name it HTTP GET. Click on done and deploy to save your flow. Step 2. Search for HTTP and drag the HTTP in and HTTP out (response) nodes to the workflow. Step 3. Search for function and console nodes and ...

0 min reading time
Updated June 30th, 2022 by Pete Sathianathan

Classification (Wine)

This flow will allow you to upload a dataset with labels as input and train a classification model. The trained model can be visualized. Predictions can be done for a selected dataset with trained classifiers. In this example, we look at a wine classification model and we'll train columns such as fixed acidity, volatile acidity, citric acid, residua...

1 min reading time
Updated January 5th, 2021 by Pete Sathianathan

Building a simple application

You can create a simple "hello world" application using Interplay. Start with an Http node (get) request, name the URL click on done and click deploy. Also add a Http Response node along with a NodeJS Function node. Connect all nodes. Click on the NodeJS Function node add msg.payload = "Hello World" click on done and click on deploy. To test if the ...

0 min reading time
Updated January 5th, 2021 by Pete Sathianathan

How to create an HTTP authentication

This tutorial covers how secure your HTTP endpoints. Creating an HTTP authorization through interplay allows us to make secure username password for this website. Steps  1) Go to the components menu under software components and select HTTP Request Node as well as an HTTP Response Node.  2) Double click on the HTTP Request node and name the  Node an...

0 min reading time
Updated January 21st, 2021 by Pete Sathianathan

Well Logs

Well logging chronicles the depths, subsurface formations and events encountered while drilling. Well logs can include visual observations or be made by instruments lowered into the well during drilling. Geo engineers and drillers use well logs to measure depths of formation tops, thickness of formations, porosity, water saturation, temperature, typ...

0 min reading time
Updated January 12th, 2021 by Pete Sathianathan

People Counting

In this example we will be looking at a flow that counts people using a video file. Step 1.  Drag and drop the Inject node. Select the timestamp option on the payload menu. Step 2.  Drag and drop the python 3 function node, name it people counting. Write the code that counts people from a video file. It can be found on https://gotigerv1.interplay.it...

0 min reading time
Updated February 24th, 2022 by Pete Sathianathan

Classification

This flow will allow you to upload a dataset with labels as an input and train a classification model. The trained model can be visualized. Predictions can be done for selected dataset with trained classifiers. In this example, we will train an AI model using columns such as: passenger names, survivors, passenger class (Pclass), fares, parents, sibl...

1 min reading time
Updated January 5th, 2021 by Pete Sathianathan

GET to POST request

We will focus on how to change a Get request Node to work with the Post request. Steps  1) Drag and drop HTTP in node (name the HTTP in Node) and HTTP response nodes along with Console node set to complete msg object. 2) Open up a template node from the components menu and connect all the nodes and click deploy.  3) Open up a browser and type in the...

1 min reading time
Updated October 28th, 2020 by Pete Sathianathan

Node Interplay Class

Interplay consist of multiple nodes that was created by our developers to use as low coding platform.  We will learn how to create a node that can be used in the Interplay platform using the command line and docker.  Our Machine Learning Engineering Manager Shomron Jacob will walk us through step by step instructions. Your browser does not support H...

0 min reading time
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