title: $:/plugins/tiddlywiki/ai-tools/globals
tags: $:/tags/Global

\function ai-tools-default-llm-completion-server()
[all[shadows+tiddlers]tag[$:/tags/AI/CompletionServer]sort[caption]first[]]
\end

<!--
Action procedure to retrieve an LLM completion, given the following parameters:
conversationTitle - Title of the tiddler containing the conversation
resultTitlePrefix - Prefix of the tiddler to be used for saving the result. If the tiddler already exists then a number will be added repeatedly until the resulting title is unique
resultTags - Tags to be applied to the result tiddler
ai-tools-status-title - Optional title of a tiddler to which the status of the request will be bound: "pending", "complete", "error"
completionServer - Optional URL of server
-->
\procedure ai-tools-get-llm-completion(conversationTitle,resultTitlePrefix,resultTags,ai-tools-status-title,completionServer)
<$let
	completionServer={{{ [<completionServer>!is[blank]else<ai-tools-default-llm-completion-server>] }}}
>
	<$importvariables filter="[<completionServer>]">
		<$wikify name="json" text=<<json-prompt>>>
			<$action-log message="ai-tools-get-llm-completion"/>
			<$action-log/>
			<$action-sendmessage
				$message="tm-http-request"
				url={{{ [<completionServer>get[url]] }}}
				body=<<json>>
				header-content-type="application/json"
				bearer-auth-token-from-store="openai-secret-key"
				method="POST"
				oncompletion=<<completion-callback>>
				bind-status=<<ai-tools-status-title>>
				var-resultTitlePrefix=<<resultTitlePrefix>>
				var-resultTags=<<resultTags>>
			/>
		</$wikify>
	</$importvariables>
</$let>
\end ai-tools-get-llm-completion

<!--
-->
\function ai-tools-status-title()
[<currentTiddler>addprefix[$:/temp/ai-tools/status/]]
\end ai-tools-status-title

<!--
Procedure to display a message from an AI conversation. Current tiddler is the conversation tiddler
-->
\procedure ai-tools-message(tiddler,field,role,makeLink:"yes")
<$qualify
	name="state"
	title={{{ [[$:/state/ai-tools-message-state/]addsuffix<tiddler>] }}}
>
	<$let
		editStateTiddler={{{ [<state>addsuffix[-edit-state]] }}}
		editState={{{ [<editStateTiddler>get[text]else[view]]  }}}
	>
		<div class={{{ ai-tools-message [<role>addprefix[ai-tools-message-role-]] +[join[ ]] }}}>
			<div class="ai-tools-message-toolbar">
				<div class="ai-tools-message-toolbar-left">
					<$genesis $type={{{ [<makeLink>match[yes]then[$link]else[span]] }}} to=<<tiddler>>>
						<$text text=<<role>>/>
					</$genesis>
				</div>
				<div class="ai-tools-message-toolbar-left">
					<%if [<editState>!match[edit]] %>
						<$button class="ai-tools-message-toolbar-button">
							<$action-setfield $tiddler=<<editStateTiddler>> text="edit"/>
							edit
						</$button>
					<%endif%>
					<%if [<editState>!match[view]] %>
						<$button class="ai-tools-message-toolbar-button">
							<$action-setfield $tiddler=<<editStateTiddler>> text="view"/>
							view
						</$button>
					<%endif%>
					<$button class="ai-tools-message-toolbar-button">
						<$action-sendmessage $message="tm-copy-to-clipboard" $param={{{ [<tiddler>get<field>else[]] }}}/>
						copy
					</$button>
					<$button class="ai-tools-message-toolbar-button">
						<$action-deletetiddler $tiddler=<<tiddler>>/>
						delete
					</$button>
				</div>
			</div>
			<div class="ai-tools-message-body">
				<%if [<editState>match[view]] %>
					<$transclude $tiddler=<<tiddler>> $field=<<field>> $mode="block"/>
				<%else%>
					<$edit-text tiddler=<<tiddler>> field=<<field>> tag="textarea" class="tc-edit-texteditor"/>
				<%endif%>
				<%if [<tiddler>get[image]else[]!match[]] %>
					<$image source={{{ [<tiddler>get[image]] }}}/>
				<%endif%>
			</div>
		</div>
	</$let>
</$qualify>
\end ai-tools-message

<!--
Action procedure to get the next response from the LLM
-->
\procedure ai-tools-action-get-response()
<$let
	resultTitlePrefix={{{ [<currentTiddler>addsuffix[ - Prompt]] }}}
	resultTags={{{ [<currentTiddler>format:titlelist[]] }}}
>
	<$action-createtiddler
		$basetitle=<<resultTitlePrefix>>
		tags=<<resultTags>>
		type="text/markdown"
		role="user"
		text={{!!current-response-text}}
		image={{!!current-response-image}}
	>
		<$action-deletefield $tiddler=<<currentTiddler>> $field="current-response-text"/>
		<$action-deletefield $tiddler=<<currentTiddler>> $field="current-response-image"/>
		<$transclude
			$variable="ai-tools-get-llm-completion"
			conversationTitle=<<currentTiddler>>
			completionServer={{!!completion-server}}
			resultTitlePrefix=<<resultTitlePrefix>>
			resultTags=<<resultTags>>
			ai-tools-status-title=<<ai-tools-status-title>>
		/>
	</$action-createtiddler>
</$let>
\end ai-tools-action-get-response

\procedure ai-tools-conversation(conversationTitle)
<$let currentTiddler=<<conversationTitle>>>

	Server: <$select tiddler=<<currentTiddler>> field="completion-server" default=<<ai-tools-default-llm-completion-server>>>
	<$list filter="[all[shadows+tiddlers]tag[$:/tags/AI/CompletionServer]sort[caption]]">
	<option value=<<currentTiddler>>><$view field='caption'/></option>
	</$list>
	</$select>

	<div class="ai-conversation">
		<$transclude
			$variable="ai-tools-message"
			tiddler=<<currentTiddler>>
			field="system-prompt"
			role="system"
			makeLink="no"
		/>
		<$list filter="[all[shadows+tiddlers]tag<currentTiddler>!is[draft]sort[created]]" variable="message" storyview="pop">
			<$transclude
				$variable="ai-tools-message"
				tiddler=<<message>>
				field="text"
				role={{{ [<message>get[role]] }}}
			/>
		</$list>
		<%if [<ai-tools-status-title>get[text]else[complete]match[pending]] %>
			<div class="ai-request-status">
				<div class="ai-request-spinner"></div>
			</div>
		<%endif%>
		<div class="ai-user-prompt">
			<div class="ai-user-prompt-text">
				<$edit-text tiddler=<<currentTiddler>> field="current-response-text" tag="textarea" class="tc-edit-texteditor"/>
				<$button
					class="ai-user-prompt-send"
					actions=<<ai-tools-action-get-response>>
					disabled={{{ [<ai-tools-status-title>get[text]else[complete]match[pending]then[yes]] [<currentTiddler>get[current-response-text]else[]match[]then[yes]] ~[[no]] }}}
				>
					Send
				</$button>
			</div>
			<div class="ai-user-prompt-image">
				<div class="tc-drop-down-wrapper">
					<$let state=<<qualify "$:/state/ai-user-prompt-image-dropdown-state/">>>
						<$button popup=<<state>> class="tc-btn-invisible tc-btn-dropdown">Choose an image {{$:/core/images/down-arrow}}</$button>
						<$link to={{!!current-response-image}}>
							<$text text={{!!current-response-image}}/>
						</$link>
						<$reveal state=<<state>> type="popup" position="belowleft" text="" default="" class="tc-popup-keep">
							<div class="tc-drop-down" style="text-align:center;">
								<$transclude
									$variable="image-picker"
									filter="[all[shadows+tiddlers]is[image]is[binary]!has[_canonical_uri]] -[type[application/pdf]] +[!has[draft.of]sort[title]]"
									actions="""
										<$action-setfield
											$tiddler=<<currentTiddler>>
											current-response-image=<<imageTitle>>
										/>
										<$action-deletetiddler $tiddler=<<state>>/>
									"""
								/>
							</div>
						</$reveal>
					</$let>
					<$image source={{!!current-response-image}}/>
				</div>
			</div>
		</div>
	</div>
</$let>
\end ai-tools-conversation

\procedure ai-tools-new-conversation()
<$action-createtiddler
	$basetitle="AI Conversation"
	tags="$:/tags/AI/Conversation"
	system-prompt="Transcript of a never ending dialog, where the User interacts with an Assistant. The Assistant is helpful, kind, honest, good at writing, and never fails to answer the User's requests immediately and with precision."
	current-response-text="Please list the 10 most important mechanical inventions of the Twentieth Century"
>
<$action-navigate $to=<<createTiddler-title>>/>
</$action-createtiddler>
\end ai-tools-new-conversation

\procedure ai-tools-import-conversations()
<$action-navigate $to="$:/plugins/tiddlywiki/ai-tools/tools"/>
\end ai-tools-import-conversations