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    <title>article Q Division Field Training: Module 1 - Agent Information Intelligence in Member Articles</title>
    <link>https://community.qlik.com/t5/Member-Articles/Q-Division-Field-Training-Module-1-Agent-Information/ta-p/2542129</link>
    <description>&lt;H2&gt;&lt;EM&gt;&lt;STRONG&gt;&lt;FONT color="#008080"&gt;Creating Your First Qlik Answers Knowledge Base&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/EM&gt;&lt;/H2&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":direct_hit:"&gt;🎯&lt;/span&gt; &lt;STRONG&gt;&lt;FONT color="#008080"&gt;Mission Briefing&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H2&gt;
&lt;P&gt;Operatives, this is Dork, 007 Dork reporting from Q Division headquarters. Unlike my data, I prefer my Mountain Dew shaken, not stirred.&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;THE SITUATION:&lt;/STRONG&gt; The dreaded Dashboard Disruption Monkey Gang is on the loose again, and we need to find which agent has experience dealing with them. Fast.&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;YOUR MISSION:&lt;/STRONG&gt; Create your first Qlik Answers knowledge base to track Q Division agent dossiers, then build an assistant that can query this intelligence on demand.&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;DELIVERABLE:&lt;/STRONG&gt; A fully functional knowledge base containing agent information with an assistant capable of answering questions about your operatives.&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":package:"&gt;📦&lt;/span&gt; &lt;FONT color="#008080"&gt;&lt;STRONG&gt;Field Equipment&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H2&gt;
&lt;P&gt;&lt;STRONG&gt;What You'll Need:&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;Access to Qlik Answers in your environment&lt;/LI&gt;
&lt;LI&gt;Agent dossier files (7 PDF documents included in download)&lt;/LI&gt;
&lt;LI&gt;Approximately 15 minutes mission time&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;&lt;STRONG&gt;Download Mission Pack:&lt;/STRONG&gt; &lt;span class="lia-unicode-emoji" title=":inbox_tray:"&gt;📥&lt;/span&gt; You will find the QlikAnswers_SwarmAgents_Dossiers.zip attached&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Video Intelligence Briefing:&lt;/STRONG&gt; &lt;span class="lia-unicode-emoji" title=":movie_camera:"&gt;🎥&lt;/span&gt; &lt;A href="https://youtu.be/2S50I6_FsC4" target="_blank" rel="noopener"&gt;Watch the Full Mission Walkthrough&lt;/A&gt;&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":rocket:"&gt;🚀&lt;/span&gt; &lt;FONT color="#008080"&gt;&lt;STRONG&gt;Mission Steps&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H2&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 1: Establish Your Field Academy Space&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;First, let's set up your training environment. Navigate to your Qlik hub and create a space called &lt;STRONG&gt;"Q Division Field Academy"&lt;/STRONG&gt; (or use an existing space - this is your headquarters for all future training missions).&lt;/P&gt;
&lt;P&gt;Once in your space, navigate to the &lt;STRONG&gt;Answers&lt;/STRONG&gt; section in the hub where you'll see options for assistants, knowledge bases, data connections, and file uploads.&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 2: Create Your Agent Information Knowledge Base&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;Click to create a new knowledge base and name it: &lt;STRONG&gt;"Agent Information"&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;Pro tip: Normally you'd add a detailed description here. For field training, we're moving fast, but in production you'd want to document what this knowledge base contains and its intended use.&lt;/EM&gt;&lt;/P&gt;
&lt;P&gt;You'll see three options for data sources:&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;Data connections (we'll cover in a future module)&lt;/LI&gt;
&lt;LI&gt;Catalog sources (another mission for another day)&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Upload files&lt;/STRONG&gt; ← This is our target for today&lt;/LI&gt;
&lt;/UL&gt;
&lt;H3&gt;&lt;STRONG&gt;&lt;FONT color="#008000"&gt;Step 3: Deploy Your Agent Dossiers&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H3&gt;
&lt;P&gt;Unzip the mission pack you downloaded and you'll find 7 agent dossier PDFs.&lt;/P&gt;
&lt;P&gt;Simply &lt;STRONG&gt;drag and drop all 7 files&lt;/STRONG&gt; into the upload area. You should see all seven appear in your upload queue.&lt;/P&gt;
&lt;P&gt;Click &lt;STRONG&gt;"Upload"&lt;/STRONG&gt; and watch as Q Division's finest get cataloged into your system.&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 4: Index Your Intelligence (CRITICAL)&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;&lt;span class="lia-unicode-emoji" title=":warning:"&gt;⚠️&lt;/span&gt; &lt;STRONG&gt;FIELD NOTE:&lt;/STRONG&gt; Here's where rookies often get tripped up!&lt;/P&gt;
&lt;P&gt;After upload, check the &lt;STRONG&gt;Index Status&lt;/STRONG&gt;. It will say "Never been indexed" - this means the RAG (Retrieval-Augmented Generation) system hasn't parsed your documents yet. &lt;STRONG&gt;You cannot query unindexed data.&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;Click &lt;STRONG&gt;"Index All"&lt;/STRONG&gt; and switch to the flat view to watch the progress. With only a handful of pages per dossier, this should complete in seconds.&lt;/P&gt;
&lt;P&gt;Refresh your screen. When you see &lt;STRONG&gt;"Index Status: Completed"&lt;/STRONG&gt; with a timestamp, your intelligence is ready for deployment.&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 5: Create Your Field Training Assistant&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;Now let's build an assistant that can query this knowledge base.&lt;/P&gt;
&lt;P&gt;Click to create a new assistant and name it: &lt;STRONG&gt;"Field Training Assistant"&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;Add your Agent Information Knowledge Base.&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;We'll cover conversation starters in a future module - these are pre-written prompts that help users know what questions to ask.&lt;/EM&gt;&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 6: Test Your Intelligence Network&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;Time to validate your setup. Ask your assistant:&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;"Which agent has interacted with the dreaded Dashboard Disruption Monkeys?"&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;Watch the reasoning panel (this is where the magic happens):&lt;/P&gt;
&lt;OL&gt;
&lt;LI&gt;&lt;STRONG&gt;Answer Agent&lt;/STRONG&gt; activates first - it's always first on the job, collecting data sources and formulating a plan&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Knowledge Base Agent&lt;/STRONG&gt; takes over - searches through your indexed dossiers&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Answer Agent&lt;/STRONG&gt; reports back - "The Assembler Agent interacted with the dreaded Dashboard Disruption Monkeys during Operation Layout Logic"&lt;/LI&gt;
&lt;/OL&gt;
&lt;P&gt;Click on the citation link and it will jump directly to the source document, highlighting exactly where that information was found in the dossier.&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; &lt;FONT color="#008080"&gt;&lt;STRONG&gt;Mission Debrief&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H2&gt;
&lt;P&gt;&lt;STRONG&gt;What You've Accomplished:&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;✓ Created your first Qlik Answers knowledge base&lt;/LI&gt;
&lt;LI&gt;✓ Uploaded and indexed unstructured PDF documents&lt;/LI&gt;
&lt;LI&gt;✓ Built an assistant that queries your knowledge base&lt;/LI&gt;
&lt;LI&gt;✓ Successfully tracked down intel using natural language queries&lt;/LI&gt;
&lt;LI&gt;✓ Understood the agent reasoning flow (Answer → Knowledge Base → Answer)&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;&lt;STRONG&gt;Validation Check:&lt;/STRONG&gt; Can you ask your assistant "Which agent dealt with the Dashboard Disruption Monkeys?" and get back "Assembler Agent" with a citation? If yes, mission accomplished! &lt;span class="lia-unicode-emoji" title=":direct_hit:"&gt;🎯&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Challenge Exercise (Optional):&lt;/STRONG&gt; Try asking other questions about your agents. What skills do they have? What operations have they completed? Test the limits of what your knowledge base knows!&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":books:"&gt;📚&lt;/span&gt; &lt;STRONG&gt;&lt;FONT color="#008080"&gt;Field Notes: Technical Deep-Dive&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H2&gt;
&lt;P&gt;What's happening with RAG and indexing?&lt;/P&gt;
&lt;P&gt;When you upload PDFs to a knowledge base, Qlik Answers uses RAG (Retrieval-Augmented Generation) to:&lt;/P&gt;
&lt;OL&gt;
&lt;LI&gt;Parse the document content&lt;/LI&gt;
&lt;LI&gt;Break it into searchable chunks&lt;/LI&gt;
&lt;LI&gt;Create vector embeddings for semantic search&lt;/LI&gt;
&lt;LI&gt;Store these in an index&lt;/LI&gt;
&lt;/OL&gt;
&lt;P&gt;Until indexing completes, the content is just raw files - the AI can't "see" it yet. Think of indexing as translating your documents into a language the AI agents understand.&lt;/P&gt;
&lt;P&gt;Understanding the Agent Reasoning Flow&lt;/P&gt;
&lt;P&gt;Qlik Answers uses multiple specialized agents:&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;
&lt;P&gt;&lt;STRONG&gt;Answer Agent&lt;/STRONG&gt;: The orchestrator. Receives your question, determines what data sources are needed, coordinates other agents, and formats the final response.&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P&gt;&lt;STRONG&gt;Knowledge Base Agent&lt;/STRONG&gt;: Specialized in searching unstructured documents. Uses semantic search to find relevant passages and return citations.&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;This multi-agent approach allows each specialist to do what it does best, similar to how Q Division has different operatives with different skills!&lt;/P&gt;
&lt;H4&gt;&lt;STRONG&gt;&lt;FONT color="#008000"&gt;Why Citations Matter&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H4&gt;
&lt;P&gt;Every answer includes citations showing exactly where the information came from. This is critical for:&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;&lt;STRONG&gt;Trust&lt;/STRONG&gt;: Users can verify the answer&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Governance&lt;/STRONG&gt;: Track what data sources are being used&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Debugging&lt;/STRONG&gt;: Understand why an answer was given&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Compliance&lt;/STRONG&gt;: Prove where recommendations originated&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;In enterprise analytics, "because the AI said so" doesn't cut it. Citations provide the audit trail.&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":clapper_board:"&gt;🎬&lt;/span&gt; &lt;FONT color="#008080"&gt;That's a Wrap, Operatives&lt;/FONT&gt;&lt;/H2&gt;
&lt;P&gt;You've successfully completed your first Q Division field training mission. You're now equipped to turn unstructured documents into queryable intelligence using Qlik Answers.&lt;/P&gt;
&lt;P&gt;Remember: In analytics, as in espionage, &lt;STRONG&gt;the right question is more valuable than a thousand answers&lt;/STRONG&gt;.&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;Dork, 007 Dork, signing off. Keep your data shaken and your queries stirred.&lt;/EM&gt;&lt;/P&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;STRONG&gt;Questions? Feedback? Spotted a Dashboard Disruption Monkey?&lt;/STRONG&gt; &lt;span class="lia-unicode-emoji" title=":thumbs_down:"&gt;👎&lt;/span&gt; Use the feedback button or reach out to your Q Division training coordinator&lt;/P&gt;</description>
    <pubDate>Sun, 01 Feb 2026 21:46:53 GMT</pubDate>
    <dc:creator>Dalton_Ruer</dc:creator>
    <dc:date>2026-02-01T21:46:53Z</dc:date>
    <item>
      <title>Q Division Field Training: Module 1 - Agent Information Intelligence</title>
      <link>https://community.qlik.com/t5/Member-Articles/Q-Division-Field-Training-Module-1-Agent-Information/ta-p/2542129</link>
      <description>&lt;H2&gt;&lt;EM&gt;&lt;STRONG&gt;&lt;FONT color="#008080"&gt;Creating Your First Qlik Answers Knowledge Base&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/EM&gt;&lt;/H2&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":direct_hit:"&gt;🎯&lt;/span&gt; &lt;STRONG&gt;&lt;FONT color="#008080"&gt;Mission Briefing&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H2&gt;
&lt;P&gt;Operatives, this is Dork, 007 Dork reporting from Q Division headquarters. Unlike my data, I prefer my Mountain Dew shaken, not stirred.&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;THE SITUATION:&lt;/STRONG&gt; The dreaded Dashboard Disruption Monkey Gang is on the loose again, and we need to find which agent has experience dealing with them. Fast.&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;YOUR MISSION:&lt;/STRONG&gt; Create your first Qlik Answers knowledge base to track Q Division agent dossiers, then build an assistant that can query this intelligence on demand.&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;DELIVERABLE:&lt;/STRONG&gt; A fully functional knowledge base containing agent information with an assistant capable of answering questions about your operatives.&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":package:"&gt;📦&lt;/span&gt; &lt;FONT color="#008080"&gt;&lt;STRONG&gt;Field Equipment&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H2&gt;
&lt;P&gt;&lt;STRONG&gt;What You'll Need:&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;Access to Qlik Answers in your environment&lt;/LI&gt;
&lt;LI&gt;Agent dossier files (7 PDF documents included in download)&lt;/LI&gt;
&lt;LI&gt;Approximately 15 minutes mission time&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;&lt;STRONG&gt;Download Mission Pack:&lt;/STRONG&gt; &lt;span class="lia-unicode-emoji" title=":inbox_tray:"&gt;📥&lt;/span&gt; You will find the QlikAnswers_SwarmAgents_Dossiers.zip attached&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Video Intelligence Briefing:&lt;/STRONG&gt; &lt;span class="lia-unicode-emoji" title=":movie_camera:"&gt;🎥&lt;/span&gt; &lt;A href="https://youtu.be/2S50I6_FsC4" target="_blank" rel="noopener"&gt;Watch the Full Mission Walkthrough&lt;/A&gt;&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":rocket:"&gt;🚀&lt;/span&gt; &lt;FONT color="#008080"&gt;&lt;STRONG&gt;Mission Steps&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H2&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 1: Establish Your Field Academy Space&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;First, let's set up your training environment. Navigate to your Qlik hub and create a space called &lt;STRONG&gt;"Q Division Field Academy"&lt;/STRONG&gt; (or use an existing space - this is your headquarters for all future training missions).&lt;/P&gt;
&lt;P&gt;Once in your space, navigate to the &lt;STRONG&gt;Answers&lt;/STRONG&gt; section in the hub where you'll see options for assistants, knowledge bases, data connections, and file uploads.&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 2: Create Your Agent Information Knowledge Base&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;Click to create a new knowledge base and name it: &lt;STRONG&gt;"Agent Information"&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;Pro tip: Normally you'd add a detailed description here. For field training, we're moving fast, but in production you'd want to document what this knowledge base contains and its intended use.&lt;/EM&gt;&lt;/P&gt;
&lt;P&gt;You'll see three options for data sources:&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;Data connections (we'll cover in a future module)&lt;/LI&gt;
&lt;LI&gt;Catalog sources (another mission for another day)&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Upload files&lt;/STRONG&gt; ← This is our target for today&lt;/LI&gt;
&lt;/UL&gt;
&lt;H3&gt;&lt;STRONG&gt;&lt;FONT color="#008000"&gt;Step 3: Deploy Your Agent Dossiers&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H3&gt;
&lt;P&gt;Unzip the mission pack you downloaded and you'll find 7 agent dossier PDFs.&lt;/P&gt;
&lt;P&gt;Simply &lt;STRONG&gt;drag and drop all 7 files&lt;/STRONG&gt; into the upload area. You should see all seven appear in your upload queue.&lt;/P&gt;
&lt;P&gt;Click &lt;STRONG&gt;"Upload"&lt;/STRONG&gt; and watch as Q Division's finest get cataloged into your system.&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 4: Index Your Intelligence (CRITICAL)&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;&lt;span class="lia-unicode-emoji" title=":warning:"&gt;⚠️&lt;/span&gt; &lt;STRONG&gt;FIELD NOTE:&lt;/STRONG&gt; Here's where rookies often get tripped up!&lt;/P&gt;
&lt;P&gt;After upload, check the &lt;STRONG&gt;Index Status&lt;/STRONG&gt;. It will say "Never been indexed" - this means the RAG (Retrieval-Augmented Generation) system hasn't parsed your documents yet. &lt;STRONG&gt;You cannot query unindexed data.&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;Click &lt;STRONG&gt;"Index All"&lt;/STRONG&gt; and switch to the flat view to watch the progress. With only a handful of pages per dossier, this should complete in seconds.&lt;/P&gt;
&lt;P&gt;Refresh your screen. When you see &lt;STRONG&gt;"Index Status: Completed"&lt;/STRONG&gt; with a timestamp, your intelligence is ready for deployment.&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 5: Create Your Field Training Assistant&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;Now let's build an assistant that can query this knowledge base.&lt;/P&gt;
&lt;P&gt;Click to create a new assistant and name it: &lt;STRONG&gt;"Field Training Assistant"&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;Add your Agent Information Knowledge Base.&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;We'll cover conversation starters in a future module - these are pre-written prompts that help users know what questions to ask.&lt;/EM&gt;&lt;/P&gt;
&lt;H3&gt;&lt;FONT color="#008000"&gt;&lt;STRONG&gt;Step 6: Test Your Intelligence Network&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;P&gt;Time to validate your setup. Ask your assistant:&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;"Which agent has interacted with the dreaded Dashboard Disruption Monkeys?"&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;Watch the reasoning panel (this is where the magic happens):&lt;/P&gt;
&lt;OL&gt;
&lt;LI&gt;&lt;STRONG&gt;Answer Agent&lt;/STRONG&gt; activates first - it's always first on the job, collecting data sources and formulating a plan&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Knowledge Base Agent&lt;/STRONG&gt; takes over - searches through your indexed dossiers&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Answer Agent&lt;/STRONG&gt; reports back - "The Assembler Agent interacted with the dreaded Dashboard Disruption Monkeys during Operation Layout Logic"&lt;/LI&gt;
&lt;/OL&gt;
&lt;P&gt;Click on the citation link and it will jump directly to the source document, highlighting exactly where that information was found in the dossier.&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; &lt;FONT color="#008080"&gt;&lt;STRONG&gt;Mission Debrief&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H2&gt;
&lt;P&gt;&lt;STRONG&gt;What You've Accomplished:&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;✓ Created your first Qlik Answers knowledge base&lt;/LI&gt;
&lt;LI&gt;✓ Uploaded and indexed unstructured PDF documents&lt;/LI&gt;
&lt;LI&gt;✓ Built an assistant that queries your knowledge base&lt;/LI&gt;
&lt;LI&gt;✓ Successfully tracked down intel using natural language queries&lt;/LI&gt;
&lt;LI&gt;✓ Understood the agent reasoning flow (Answer → Knowledge Base → Answer)&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;&lt;STRONG&gt;Validation Check:&lt;/STRONG&gt; Can you ask your assistant "Which agent dealt with the Dashboard Disruption Monkeys?" and get back "Assembler Agent" with a citation? If yes, mission accomplished! &lt;span class="lia-unicode-emoji" title=":direct_hit:"&gt;🎯&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Challenge Exercise (Optional):&lt;/STRONG&gt; Try asking other questions about your agents. What skills do they have? What operations have they completed? Test the limits of what your knowledge base knows!&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":books:"&gt;📚&lt;/span&gt; &lt;STRONG&gt;&lt;FONT color="#008080"&gt;Field Notes: Technical Deep-Dive&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H2&gt;
&lt;P&gt;What's happening with RAG and indexing?&lt;/P&gt;
&lt;P&gt;When you upload PDFs to a knowledge base, Qlik Answers uses RAG (Retrieval-Augmented Generation) to:&lt;/P&gt;
&lt;OL&gt;
&lt;LI&gt;Parse the document content&lt;/LI&gt;
&lt;LI&gt;Break it into searchable chunks&lt;/LI&gt;
&lt;LI&gt;Create vector embeddings for semantic search&lt;/LI&gt;
&lt;LI&gt;Store these in an index&lt;/LI&gt;
&lt;/OL&gt;
&lt;P&gt;Until indexing completes, the content is just raw files - the AI can't "see" it yet. Think of indexing as translating your documents into a language the AI agents understand.&lt;/P&gt;
&lt;P&gt;Understanding the Agent Reasoning Flow&lt;/P&gt;
&lt;P&gt;Qlik Answers uses multiple specialized agents:&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;
&lt;P&gt;&lt;STRONG&gt;Answer Agent&lt;/STRONG&gt;: The orchestrator. Receives your question, determines what data sources are needed, coordinates other agents, and formats the final response.&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P&gt;&lt;STRONG&gt;Knowledge Base Agent&lt;/STRONG&gt;: Specialized in searching unstructured documents. Uses semantic search to find relevant passages and return citations.&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;This multi-agent approach allows each specialist to do what it does best, similar to how Q Division has different operatives with different skills!&lt;/P&gt;
&lt;H4&gt;&lt;STRONG&gt;&lt;FONT color="#008000"&gt;Why Citations Matter&lt;/FONT&gt;&lt;/STRONG&gt;&lt;/H4&gt;
&lt;P&gt;Every answer includes citations showing exactly where the information came from. This is critical for:&lt;/P&gt;
&lt;UL&gt;
&lt;LI&gt;&lt;STRONG&gt;Trust&lt;/STRONG&gt;: Users can verify the answer&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Governance&lt;/STRONG&gt;: Track what data sources are being used&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Debugging&lt;/STRONG&gt;: Understand why an answer was given&lt;/LI&gt;
&lt;LI&gt;&lt;STRONG&gt;Compliance&lt;/STRONG&gt;: Prove where recommendations originated&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;In enterprise analytics, "because the AI said so" doesn't cut it. Citations provide the audit trail.&lt;/P&gt;
&lt;HR /&gt;
&lt;H2&gt;&lt;span class="lia-unicode-emoji" title=":clapper_board:"&gt;🎬&lt;/span&gt; &lt;FONT color="#008080"&gt;That's a Wrap, Operatives&lt;/FONT&gt;&lt;/H2&gt;
&lt;P&gt;You've successfully completed your first Q Division field training mission. You're now equipped to turn unstructured documents into queryable intelligence using Qlik Answers.&lt;/P&gt;
&lt;P&gt;Remember: In analytics, as in espionage, &lt;STRONG&gt;the right question is more valuable than a thousand answers&lt;/STRONG&gt;.&lt;/P&gt;
&lt;P&gt;&lt;EM&gt;Dork, 007 Dork, signing off. Keep your data shaken and your queries stirred.&lt;/EM&gt;&lt;/P&gt;
&lt;HR /&gt;
&lt;P&gt;&lt;STRONG&gt;Questions? Feedback? Spotted a Dashboard Disruption Monkey?&lt;/STRONG&gt; &lt;span class="lia-unicode-emoji" title=":thumbs_down:"&gt;👎&lt;/span&gt; Use the feedback button or reach out to your Q Division training coordinator&lt;/P&gt;</description>
      <pubDate>Sun, 01 Feb 2026 21:46:53 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Q-Division-Field-Training-Module-1-Agent-Information/ta-p/2542129</guid>
      <dc:creator>Dalton_Ruer</dc:creator>
      <dc:date>2026-02-01T21:46:53Z</dc:date>
    </item>
    <item>
      <title>Re: Q Division Field Training: Module 1 - Agent Information Intelligence</title>
      <link>https://community.qlik.com/t5/Member-Articles/Q-Division-Field-Training-Module-1-Agent-Information/tac-p/2545635#M2411</link>
      <description>&lt;P&gt;I can not download the mission pack? There is not a link to use?&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Fri, 27 Mar 2026 06:24:32 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Member-Articles/Q-Division-Field-Training-Module-1-Agent-Information/tac-p/2545635#M2411</guid>
      <dc:creator>Hendrik</dc:creator>
      <dc:date>2026-03-27T06:24:32Z</dc:date>
    </item>
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