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  1. Navigate to the Bots section in the MSPbots app.
  2. In the Bots screen, go to the Template Bots tab and search for OpenAI Ticket Sentiment Bot for ConnectWise Manage.


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If you want to view the bot and its details only, click No, view only on the Tips pop-up window. 

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After accessing the bot, click the ellipsis icon and click Clone to automatically add the cloned copy of the bot to the My Bots tab. For more information on cloning a template bot, refer to How to Clone a Bot Template.

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Viewing the bot blocks and settings 

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  1. Go to the My Bots tab and click the OpenAI Ticket Sentiment Bot to open it.
  2. Once the OpenAI Ticket Sentiment Bot is open, click Design to view the bot blocks containing the bot configurations similar to the example shown below. 
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What are the bot settings and filters? 

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You can continuously tweak the OpenAI Sentiment Analysis Bot until it returns the result for your requirements. return customized and more accurate results. Do this by creating filters for specific Ticket Types, Boards, Statuses, and others on the bot blocks.

  • DataFilter bot block - This block has specific filters that qualify sentiments for analysis. The default filters for tickets for sentiment analysis are the following: 

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ticketNoteResolutionFlag
ticketStatusName 
ticketBoardName
ticketAction

The DataFilter bot block window below shows how each filter works. 

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     image data filter block for sentiment analysisImage Added
You can add and remove custom filters using theimage add filter buttonImage Modified and image remove filter buttonImage Modifiedbuttons. The other available filters are below. 

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ticketCwUid, ticketCompanyName, ticketOwner, minutesTicketInProgress, priorityName, and ticketTypeName


  • OpenAI bot block - This block contains the settings and prompts for OpenAI to return sentiment on the ticket summary. Use the settings below to fine-tune the AI model. 

SettingDefaultDescription
Temperature0.2

The Temperature setting is common to All all ChatGPT functions , and is used to fine-tune the sampling temperature by a number between 0 and 1. Use 1 for creative applications and 0 for well-defined answers.

Example:

If if you would like to return factual or straight forward straightforward answers such as a country's capital, then use 0. For tasks that are not as straight forward straightforward such as generating text or content, a higher temperature is required to enable the capture of idiomatic expressions and text nuances.

Max Length120

Represents Max Length represents the maximum number of tokens used to generate prompt results. Tokens can be thought of as likened to pieces of words that the model uses to classify text.
Example
Examples:

1 token ~= 4 characters
1 token ~= 3/4 words
100 tokens ~= 75 words
Check this link for more information.
For more information, refer to What are tokens and how to count them? 

Top P0.2

Top_-p sampling, also known as nucleus sampling, is an alternative to temperature ( sampling). Instead of considering all possible tokens, GPT-3 considers only a subset , or a nucleus whose cumulative probability mass adds up to a threshold , which is set as the top_-p.

Example:

If the Top P is set to 0.2, GPtGPT-3 will only consider the tokens that make up the top 20% of the probability mass for the next token, allowing for dynamic vocabulary selection based on context.

Frequency Penalty0

Mostly Frequency Penalty is mostly applicable to text generation, this . This setting tells the model to limit repeating tokens . Like like a friendly reminder to not overuse certain words or phrases. Since this is mostly not applicable to sentiment analysis, it is set to 0.

Presence Penalty0

This The Presence Penalty parameter tells the model to include a wider variety of tokens in generated text and, and like the frequency penalty, is applicable to text generation as compared to sentiment.

                                      

              Image Removed               View The screenshot of the OpenAI bot block window below shows these settings.
image OpenAI bot block for sentiment analysisImage Added

You are ready to activate the OpenAI Sentiment Analysis Bot after               8.  Once the additional filters and settings have been applied, the bot may now be activated. Click on this link for information on how to verify if the bot is activated.are applied.

To activate the bot, refer to Activating a Bot on the MSPbots App.
To verify activation, How to Check if a Bot Is Activated.
         9. To modify or set new alert and/or escalation messages please navigate to: , refer to section "4. Define the bot alert script here." in the article How to Create a Bot

Pricing for MSPbots OpenAI Sentiment Analysis Bot 

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OpenAI ChatGPT 3.5 Turbo's pricing is on a per 1,000 token basis. You may need to confirm the context through your OpenAI billing.


GPT 3.5 Turbo

ModelInputOutput
4K Context$0.0015 per 1,000 tokens$0.002 per 1,000 tokens
16K Context$0.003 per 1,000 tokens$0.004 per 1,00 tokens

         Link to For more information, refer to the OpenAI ChatGPT pricing page.