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    <language>en-us</language>    <build-info>
        <version>9.7.1</version>
        <build-number>970001</build-number>
        <build-date>13-04-2023</build-date>
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<item>
            <title>[COMPASS-7100] Update the ai prompt to return MQL strings instead of EJSON</title>
                <link>https://jira.mongodb.org/browse/COMPASS-7100</link>
                <project id="13182" key="COMPASS">Compass </project>
                    <description>&lt;p&gt;Currently we ask the ai service&apos;s large language model to return EJSON that we then show in the query bar.&lt;br/&gt;
In this ticket let&apos;s investigate sending back MQL (shell syntax) strings that we then show in the query bar. These don&apos;t have to be valid for them to be updated.&lt;/p&gt;

&lt;p&gt;The reasons for MQL strings instead of EJSON are:&lt;/p&gt;
&lt;ul&gt;
	&lt;li&gt;The ai model is more comfortable with MQL.
	&lt;ul&gt;
		&lt;li&gt;We don&apos;t have to use as many tokens in the system prompt around teaching it EJSON&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;Arithmetic is allowed.&lt;/li&gt;
	&lt;li&gt;Template variable responses from the ai is allowed as the resulting string doesn&apos;t have to be valid to be shown.&lt;/li&gt;
&lt;/ul&gt;


&lt;p&gt;&#160;&lt;/p&gt;</description>
                <environment></environment>
        <key id="2413240">COMPASS-7100</key>
            <summary>Update the ai prompt to return MQL strings instead of EJSON</summary>
                <type id="10501" iconUrl="https://jira.mongodb.org/secure/viewavatar?size=xsmall&amp;avatarId=14720&amp;avatarType=issuetype">Investigation</type>
                                            <priority id="3" iconUrl="https://jira.mongodb.org/images/icons/priorities/major.svg">Major - P3</priority>
                        <status id="6" iconUrl="https://jira.mongodb.org/images/icons/statuses/closed.png" description="The issue is considered finished, the resolution is correct. Issues which are closed can be reopened.">Closed</status>
                    <statusCategory id="3" key="done" colorName="success"/>
                                    <resolution id="9">Done</resolution>
                                        <assignee username="rhys.howell@mongodb.com">Rhys Howell</assignee>
                                    <reporter username="rhys.howell@mongodb.com">Rhys Howell</reporter>
                        <labels>
                    </labels>
                <created>Wed, 9 Aug 2023 15:53:19 +0000</created>
                <updated>Mon, 21 Aug 2023 13:57:11 +0000</updated>
                            <resolved>Mon, 21 Aug 2023 13:57:11 +0000</resolved>
                                                    <fixVersion>No version</fixVersion>
                                    <component>GAI</component>
                        <due></due>
                            <votes>0</votes>
                                    <watches>1</watches>
                                                                                                                    <issuelinks>
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                                        <issuelink>
            <issuekey id="2410835">COMPASS-7090</issuekey>
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            <issuekey id="2400208">COMPASS-7047</issuekey>
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