Analyze AI

This repository contains a template for the functions that can be deployed as part of Snap-Ins.

For more reference on Snap-Ins, please refer to the documentation

Analyze AI is a comprehensive tool designed to analyze and process data gathered from various data source like Instagram and Twitter. This tool provides various functionalities to extract insights, classify data, and analyze trends from social media data.

Features

Sentiment Analysis: Categorizes tweets into positive, negative, or neutral sentiments to understand the overall mood surrounding OpenAI.
Category Classification: Assigns tweets into categories such as feature, bug, question, or answer, aiding in understanding the nature of discussions.
Intent Classification: Identifies the urgency level of tweets, distinguishing between medium, urgent, and low priority inquiries or concerns.
```
 /on_works_created
```
Insights Extraction: Allows users to retrieve meaningful insights from tweets based on specified tags or categories.
```
/insights --tags="[Category]"
```
Trend Analysis: Helps identify emerging topics or discussions within the Twitter and Instagram communities related to OpenAI.
```
/trends
```
Data Lookup: Enables targeted searches to gather information about specific topics, such as new features or product launches.
```
/on_ticket_extract --[keyword]
```
Dashboard: https://devrev.streamlit.app/

Getting started with the template

Create a new repository from this template.
In the new repository, you can add functions at path src/functions where the folder name corresponds to the function name in your manifest file.
Each function you add will also need to be mentioned in src/function-factory.ts .

Testing locally

You can test your code by adding test events under src/fixtures similar to the example event provided. You can add keyring values to the event payload to test API calls as well.

Once you have added the event, you can test your code by running:

npm install
npm run start -- --functionName=on_work_creation --fixturePath=on_work_created_event.json

Adding external dependencies

You can also add dependencies on external packages in package.json under the “dependencies” key. These dependencies will be made available to your function at runtime and testing.

Linting

To check for lint errors, run the following command:

npm run lint

To automatically fix fixable lint errors, run:

npm run lint:fix

Deploying Snap-Ins

Once you are done with the testing, run the following commands to deploy your snap_in:

Authenticate to devrev CLI

devrev profiles authenticate --org <devorg name> --usr <user email>

Create a snap_in_version

devrev snap_in_version create-one --path <template path> --create-package

Draft the snap_in

devrev snap_in draft

Update the snap_in

devrev snap_in update

Deploy the snap_in

devrev snap_in deploy

abhishek09827 / devrev_HackInfinities