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    <title>Forem: Taskade</title>
    <description>The latest articles on Forem by Taskade (@taskade).</description>
    <link>https://forem.com/taskade</link>
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      <title>Forem: Taskade</title>
      <link>https://forem.com/taskade</link>
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    <item>
      <title>🧬 Taskade Genesis Preview, Agent Orchestration, Password Protection, Custom Form Branding, Enhanced Integrations &amp; More</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Wed, 13 Aug 2025 18:24:38 +0000</pubDate>
      <link>https://forem.com/taskade/taskade-genesis-preview-agent-orchestration-password-protection-custom-form-branding-enhanced-3pik</link>
      <guid>https://forem.com/taskade/taskade-genesis-preview-agent-orchestration-password-protection-custom-form-branding-enhanced-3pik</guid>
      <description>&lt;p&gt;Hi Taskaders 👋&lt;/p&gt;

&lt;p&gt;For years, we've been building the pieces: Projects, Agents, Automations.&lt;/p&gt;

&lt;p&gt;Today, the dots connect with Taskade Genesis.&lt;/p&gt;

&lt;p&gt;One prompt → a live, shareable AI app.\&lt;br&gt;
Fully powered by your Taskade Workspace.\&lt;br&gt;
Databases. AI Agents. Automations. In real-time.&lt;/p&gt;

&lt;p&gt;Minutes, not months. No code. No setup.\&lt;br&gt;
Apps that think, plan, and act alongside you.&lt;/p&gt;

&lt;p&gt;Join Early Access on &lt;a href="https://x.com/Taskade/status/1954303801059688576" rel="noopener noreferrer"&gt;X&lt;/a&gt;, &lt;a href="https://www.facebook.com/groups/taskade/posts/1099521818945389/" rel="noopener noreferrer"&gt;FB&lt;/a&gt;, &lt;a href="https://www.linkedin.com/feed/update/urn:li:activity:7360070309674147840/" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;, and &lt;a href="https://www.reddit.com/r/Taskade/comments/1mm1tmv/taskade_genesis_preview_one_prompt_build_a/" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt;.&lt;/p&gt;




&lt;h2&gt;
  
  
  🧬 Taskade Genesis (Preview)&lt;a href="https://www.taskade.com/newsletters/w/taskade.com/genesis" rel="noopener noreferrer"&gt;&lt;/a&gt;
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F48ql31jxujkzn6xxghvo.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F48ql31jxujkzn6xxghvo.gif" alt="Screen recording showing a user typing a simple prompt and watching it instantly transform into a fully functional, branded web app with real-time data, charts, and interactive elements." width="500" height="281"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Turn a simple prompt into a branded, intelligent app connected to your workspace.&lt;/p&gt;

&lt;p&gt;What you can build in minutes:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  AI-powered dashboards&lt;/li&gt;
&lt;li&gt;  Public web pages or client portals&lt;/li&gt;
&lt;li&gt;  AI forms, waitlists, and landing pages&lt;/li&gt;
&lt;li&gt;  Tools you can share, clone, or embed anywhere&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Your Genesis app is alive. It learns from your projects, executes workflows, works with AI agents, and loads data directly from your Workspace. &lt;a href="https://help.taskade.com/en/collections/14476419-taskade-genesis" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Get Early Access on &lt;a href="https://x.com/Taskade/status/1954303801059688576" rel="noopener noreferrer"&gt;X&lt;/a&gt;, &lt;a href="https://www.facebook.com/groups/taskade/posts/1099521818945389/" rel="noopener noreferrer"&gt;FB&lt;/a&gt;, &lt;a href="https://www.linkedin.com/feed/update/urn:li:activity:7360070309674147840/" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;, and &lt;a href="https://www.reddit.com/r/Taskade/comments/1mm1tmv/taskade_genesis_preview_one_prompt_build_a/" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt; to help shape Taskade Genesis.&lt;/p&gt;




&lt;h2&gt;
  
  
  🤖 Orchestration Mode for AI Agents 
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Screen recording showing multiple AI agents working together within a chat interface in real time."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The new Orchestration Mode gets your &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents" rel="noopener noreferrer"&gt;AI Agents&lt;/a&gt; to work together, planning and executing as a team, building on each other's responses.&lt;/p&gt;

&lt;p&gt;Perfect for brainstorming, analysis, or step-by-step thinking. &lt;a href="https://help.taskade.com/en/articles/9586050-ai-teams#h_e82428bf72" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;👉 How to use: Open AI Agent Chat → choose Orchestrate (at the bottom)&lt;/p&gt;




&lt;h2&gt;
  
  
  🤖 AI Teams in Automations
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A screen recording showing a workflow builder interface within Taskade showing a user assembling an automation sequence from trigger and action components."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Integrate &lt;a href="https://help.taskade.com/en/articles/9586050-ai-teams" rel="noopener noreferrer"&gt;AI Teams&lt;/a&gt; directly into workflows. Trigger multi-agent reasoning, generate summaries or decisions, and feed results into downstream actions. &lt;a href="https://help.taskade.com/en/articles/11702371-ask-agent-team-automation-action" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;👉 How to use: Automations → + Add Step → Ask Agent Team&lt;/p&gt;




&lt;h2&gt;
  
  
  🎨 Custom Branding in AI Forms
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Before/after transformation of a generic AI form becoming fully white-labeled with custom colors, logo, and branding. Shows the "&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Customize branding in &lt;a href="https://help.taskade.com/en/articles/9711589-ai-forms-automation-trigger" rel="noopener noreferrer"&gt;AI Forms&lt;/a&gt; for a fully white-labeled experience. Share forms, flows with your own look, embed anywhere, and trigger workflows. &lt;a href="https://help.taskade.com/en/articles/9711589-ai-forms-automation-trigger#h_638cdf9c09" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;👉 How to use: Open an automation → Preview → Publish → Hide Branding&lt;/p&gt;




&lt;h2&gt;
  
  
  📋 Copy &amp;amp; Duplicate Automations
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A screen recording showing a Taskade user clicking the three-dot menu on an automation, selecting "&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Easily reuse &lt;a href="https://help.taskade.com/en/articles/8958467-getting-started-with-automation" rel="noopener noreferrer"&gt;Automations&lt;/a&gt; by copying or duplicating workflows across workspaces or within the same space. &lt;a href="https://help.taskade.com/en/articles/8958467-getting-started-with-automation#h_02ee021161" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;👉 How to use: Open Automations tab → Click ⋯ → Copy or Duplicate&lt;/p&gt;




&lt;h2&gt;
  
  
  🔒 Password Protection in Public Links
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A screen recording showing a Taskade user sharing a link, toggling on "&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You can now add Password Protection to any public link. Protect access to shared agents, forms, kits, or automations and control who can view them. &lt;a href="https://help.taskade.com/en/articles/8958442-share-with-password" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;👉 How to use: Share → Toggle on Require Password → Define a password&lt;/p&gt;




&lt;h2&gt;
  
  
  🌐 New &amp;amp; Improved Integrations
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A quick montage showing each integration in action: Reddit post being created automatically, Discord message being sent, Slack channel being created, WhatsApp media file being shared, and Google Sheets data being cleared --- all triggered by automations."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Reddit, Discord, Slack, WhatsApp, and Google Sheets now have deeper automation powers. Post, fetch, send media, clear data, manage channels, and more! &lt;a href="https://help.taskade.com/en/articles/8958467-getting-started-with-automation" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;👾 &lt;a href="http://help.taskade.com/en/articles/11764206-reddit-integration" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt;: Post, fetch, and automate community engagement. &lt;/p&gt;

&lt;p&gt;🧵 &lt;a href="http://help.taskade.com/en/articles/10300035-discord-integration" rel="noopener noreferrer"&gt;Discord&lt;/a&gt;: Send messages and manage channels automatically. &lt;/p&gt;

&lt;p&gt;💬 &lt;a href="http://help.taskade.com/en/articles/8958478-slack-integration" rel="noopener noreferrer"&gt;Slack&lt;/a&gt;: Trigger anything, create channels, and route work. &lt;/p&gt;

&lt;p&gt;📲 &lt;a href="http://help.taskade.com/en/articles/10351275-whatsapp-business-integration" rel="noopener noreferrer"&gt;WhatsApp Business&lt;/a&gt;: Send media files and more. &lt;/p&gt;

&lt;p&gt;📄 &lt;a href="http://help.taskade.com/en/articles/8958475-google-sheets-integration" rel="noopener noreferrer"&gt;Google Sheets&lt;/a&gt;: Clear cell ranges and more. &lt;/p&gt;




&lt;h2&gt;
  
  
  🧩 Other Improvements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;  New: &lt;a href="https://help.taskade.com/en/collections/14476419-taskade-genesis" rel="noopener noreferrer"&gt;AI App Creation with Taskade Genesis&lt;/a&gt;: Early Access is here!

&lt;ul&gt;
&lt;li&gt;  One prompt → a live, shareable AI app with database, agents, automation, and real-time workflows --- all powered by your Taskade Workspace.&lt;/li&gt;
&lt;li&gt;  Early Access: Sign up and share on &lt;a href="https://www.linkedin.com/feed/update/urn:li:share:7284174483014217728/" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;, &lt;a href="https://x.com/Taskade/status/1878407496039387380" rel="noopener noreferrer"&gt;Twitter / 𝕏&lt;/a&gt;, and &lt;a href="https://redd.it/1hzl6ga" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;  1-Click Creation: From form to dashboard, portal to full AI app suite.&lt;/li&gt;
&lt;li&gt;  Built-In Power: Real-time database, multi-agent workflows, and automation.&lt;/li&gt;
&lt;li&gt;  Customizable &amp;amp; Shareable: Create and share your own AI app anywhere.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents" rel="noopener noreferrer"&gt;AI Agent Enhancements&lt;/a&gt;:

&lt;ul&gt;
&lt;li&gt;  New: Visual Activity Indicators: AI Agents now appear as interactive badges throughout your projects, showing you exactly where AI is working and giving you one-click access to conversations.&lt;/li&gt;
&lt;li&gt;  Smart Link Integration: Start AI conversations directly from links, perfect for sharing AI-powered tasks with your team.&lt;/li&gt;
&lt;li&gt;  Easier Agent Setup: Improved tagging system for knowledge and tools, with a more intuitive creation process.&lt;/li&gt;
&lt;li&gt;  Public Agent Sharing: Share your AI Agents publicly with password protection and better conversation management.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  AI Automation Enhancements:

&lt;ul&gt;
&lt;li&gt;  New: Copy &amp;amp; Duplicate Workflows: Save time by easily copying your existing automations to use in other projects.&lt;/li&gt;
&lt;li&gt;  More Powerful Triggers: Build smarter workflows with new form submissions, web responses, data filtering, and timed delays.&lt;/li&gt;
&lt;li&gt;  Better Automation Controls: All automation tools are now available with simpler setup and more reliable performance.&lt;/li&gt;
&lt;li&gt;  For new automation requests, please share your feedback &lt;a href="https://www.taskade.com/feedback" rel="noopener noreferrer"&gt;here&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/collections/8400831-integrations-extensions" rel="noopener noreferrer"&gt;New Integrations &amp;amp; Enhanced Connections&lt;/a&gt;:

&lt;ul&gt;
&lt;li&gt;  New &lt;a href="https://help.taskade.com/en/articles/11764206-reddit-integration" rel="noopener noreferrer"&gt;Reddit Integration&lt;/a&gt;: Create posts and engage with communities&lt;/li&gt;
&lt;li&gt;  Enhanced Slack: New options for managing channels, formatting messages, and better time tracking.&lt;/li&gt;
&lt;li&gt;  Enhanced Google Drive: New actions including file management, folder organization, and improved sharing.&lt;/li&gt;
&lt;li&gt;  Enhanced Google Sheets: Better cell selection, improved row searching, and new clearing options.&lt;/li&gt;
&lt;li&gt;  Enhanced Discord: Improved actions for better channel management.&lt;/li&gt;
&lt;li&gt;  Enhanced WhatsApp: Send images, videos, and files for richer conversations.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://www.taskade.com/downloads" rel="noopener noreferrer"&gt;Mobile App Improvements (iOS &amp;amp; Android)&lt;/a&gt;:

&lt;ul&gt;
&lt;li&gt;  New: AI Agents on Mobile: Full agent support with activity indicators, conversation history, and task management on your phone.&lt;/li&gt;
&lt;li&gt;  Better Task Management: Move and copy multiple tasks at once.&lt;/li&gt;
&lt;li&gt;  Easier File Sharing: Share content from other apps directly to Taskade with improved iPhone compatibility. &lt;/li&gt;
&lt;li&gt;  Interface Improvements: Modern pop-ups, better theme support (follows your phone's settings), and smoother onboarding.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/collections/8400837-security" rel="noopener noreferrer"&gt;Security &amp;amp; Sharing Enhancements&lt;/a&gt;:

&lt;ul&gt;
&lt;li&gt;  New: &lt;a href="https://help.taskade.com/en/articles/8958442-share-with-password" rel="noopener noreferrer"&gt;Password Protection for Everything&lt;/a&gt;: Add password protection to any shared content. AI Agents, forms, automations, and project bundles now support secure password access.&lt;/li&gt;
&lt;li&gt;  Better Kit Sharing: Added sharing options directly from your Kit listings with improved organization and media support.&lt;/li&gt;
&lt;li&gt;  More Reliable Sharing: Improved public links with better error handling and usage insights.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  Platform &amp;amp; Performance:

&lt;ul&gt;
&lt;li&gt;  New: Enhanced App Security: Advanced security controls for better app integration and access management.&lt;/li&gt;
&lt;li&gt;  Smoother Project Creation: Streamlined workflows with better templates and faster setup.&lt;/li&gt;
&lt;li&gt;  Interface Polish: Cleaner layouts, better spacing, improved navigation, and more consistent design across all features.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  Various bug fixes, stability improvements, and performance optimizations across web, mobile, and automation features.&lt;/li&gt;

&lt;/ul&gt;

&lt;p&gt;Check out all the latest updates on our &lt;a href="https://forum.taskade.com/changelog" rel="noopener noreferrer"&gt;Changelog Forum&lt;/a&gt;.&lt;/p&gt;




&lt;h2&gt;
  
  
  🚀 Join the Community
&lt;/h2&gt;

&lt;p&gt;Great things are built together.\&lt;br&gt;
Your ideas, your feedback, your energy --- that's what shapes Taskade.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://forum.taskade.com/" rel="noopener noreferrer"&gt;Forum&lt;/a&gt; | &lt;a href="https://www.reddit.com/r/taskade/" rel="noopener noreferrer"&gt;Subreddit&lt;/a&gt; | &lt;a href="https://www.facebook.com/groups/taskade" rel="noopener noreferrer"&gt;Facebook Group&lt;/a&gt; | &lt;a href="https://www.youtube.com/@Taskade" rel="noopener noreferrer"&gt;YouTube&lt;/a&gt; | &lt;a href="https://x.com/Taskade/status/1878407496039387380" rel="noopener noreferrer"&gt;Twitter / X&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Questions spark ideas. Ideas spark progress.\&lt;br&gt;
&lt;a href="https://help.taskade.com/" rel="noopener noreferrer"&gt;Help Center&lt;/a&gt; | &lt;a href="https://www.taskade.com/faq" rel="noopener noreferrer"&gt;FAQ&lt;/a&gt; | &lt;a href="https://www.taskade.com/blog/updates" rel="noopener noreferrer"&gt;Product Updates&lt;/a&gt; | &lt;a href="https://developers.taskade.com/" rel="noopener noreferrer"&gt;API Docs&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If you need us, we're only one click away.\&lt;br&gt;
&lt;a href="https://www.taskade.com/contact" rel="noopener noreferrer"&gt;Contact us&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  🧬 Deep Dive: Taskade Genesis 
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;One Prompt. One App. The Origin of AI Software.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fgba7bgz69m7yafwpr77i.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fgba7bgz69m7yafwpr77i.gif" alt="Genesis teaser new" width="960" height="497"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Genesis is the foundation. The full-stack evolution of Taskade.&lt;/p&gt;

&lt;p&gt;From a simple idea to a branded, intelligent app in minutes.\&lt;br&gt;
No code. No templates. Just living systems powered by your workspace.&lt;/p&gt;

&lt;p&gt;⚡ One prompt → deployed app\&lt;br&gt;
🎨 Custom domains, themes, designs\&lt;br&gt;
🔗 Projects, agents, automations built-in\&lt;br&gt;
🌐 Public or private apps and team workspaces\&lt;br&gt;
📱 Web, mobile, API&lt;/p&gt;

&lt;p&gt;Your workspace is the backend.\&lt;br&gt;
Your prompt is the app.&lt;/p&gt;

&lt;p&gt;In 1987, HyperCard let anyone build software.\&lt;br&gt;
In 2025, Taskade Genesis lets anyone build intelligent, connected systems.&lt;/p&gt;

&lt;p&gt;This is only the beginning. 🚀&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.linkedin.com/in/johnxie/" rel="noopener noreferrer"&gt;John Xie&lt;/a&gt;\&lt;br&gt;
&lt;em&gt;Co-founder &amp;amp; CEO, Taskade&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;--- &lt;em&gt;Team Taskade 🐑&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;P.S. Love Taskade? &lt;a href="https://www.taskade.com/reviews" rel="noopener noreferrer"&gt;Share your story&lt;/a&gt; to get featured and explore our &lt;a href="https://www.taskade.com/blog/affiliate-partnership-program/" rel="noopener noreferrer"&gt;partnership program&lt;/a&gt;.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>vibecoding</category>
      <category>nocode</category>
    </item>
    <item>
      <title>🤖 New Multi-Site Reader, Dynamic Web Knowledge, AI Tables, &amp; More!</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:47:44 +0000</pubDate>
      <link>https://forem.com/taskade/new-multi-site-reader-dynamic-web-knowledge-ai-tables-more-5anh</link>
      <guid>https://forem.com/taskade/new-multi-site-reader-dynamic-web-knowledge-ai-tables-more-5anh</guid>
      <description>&lt;p&gt;We're thrilled to introduce some powerful new updates that will transform how you work with AI Agents at Taskade.&lt;/p&gt;

&lt;h2&gt;
  
  
  🔎 Multi-Site Reader Tool for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmr55se6mni8zrz4pzu4c.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmr55se6mni8zrz4pzu4c.gif" alt="multi site reader" width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Introducing the new Site Reader tool, now with multi-site support.&lt;/p&gt;

&lt;p&gt;Provide up to 5 links in any task or message, and your AI agent will fetch and summarize the pages for you. Automatically load multiple websites instantly! &lt;a href="https://help.taskade.com/en/articles/9314171-tools-for-ai-agents#h_522240bec9" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;⚙️ How it works: Go to Workspace ➡ Agents tab ➡ Edit agent ➡ Tools tab&lt;/p&gt;

&lt;p&gt;Prompt Examples in AI Agents Chat:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;Summarize the key points from: [first link] and [second link]&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;&lt;code&gt;Extract the key statistics from: [first link] and [second link]&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;&lt;code&gt;Outline the differences between: [first link], [second link], and [third link]&lt;/code&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🌐 Dynamic Web Knowledge for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fb9a8vdp369o3zroyn3ly.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fb9a8vdp369o3zroyn3ly.gif" alt="dynamic web knowledge" width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Add multiple web links and projects to enrich your AI Agents' knowledge.&lt;/p&gt;

&lt;p&gt;Your external web sources and projects are now in sync with your AI agents, ensuring the most relevant and detailed responses. Enjoy enhanced responses with dynamic knowledge sources. &lt;a href="https://help.taskade.com/en/articles/9495190-agent-knowledge-data#h_a7aa762d50" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;⚙️ How it works: Go to Workspace ➡ Agents tab ➡ Edit agent ➡ Knowledge tab&lt;/p&gt;

&lt;h2&gt;
  
  
  📐 Table Support in AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Firejhn6kaqyah8f8nc02.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Firejhn6kaqyah8f8nc02.gif" alt="tables support" width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Introducing table format support for AI Agents!&lt;/p&gt;

&lt;p&gt;Ask questions and receive instant, easy-to-read answers in table format.&lt;/p&gt;

&lt;p&gt;This update also supports better message formatting, including lists, numbering, bold text, and improved code-block support. &lt;a href="https://help.taskade.com/en/articles/9380530-ai-agent-chat#h_2f908c3231" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;⚙️ How it works: Go to Agent Chat ➡ Ask anything and include Tables&lt;/p&gt;

&lt;p&gt;Prompt Examples in AI Agents Chat:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;Give me a table comparing [first link] and [second link]&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;&lt;code&gt;Create an action table organizing my agent's knowledge&lt;/code&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  ➕ Quick Add in AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmt810qaibd0kqk17vijw.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmt810qaibd0kqk17vijw.gif" alt="agent chat quick add" width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;With Quick Add, you can now insert responses from AI Agents into any of your projects across different workspaces. This ensures any valuable insights are always saved where you need them. &lt;a href="https://help.taskade.com/en/articles/9380530-ai-agent-chat#h_d61d248722" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;⚙️ How it works: Go to Agent Chat ➡ Ask Anything ➡ Click on Quick Add&lt;/p&gt;

&lt;h2&gt;
  
  
  🤖🤖 Multi-Agent Handoff &amp;amp; Collaboration
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1kb47zk2ettt2tygetv8.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1kb47zk2ettt2tygetv8.gif" alt="multi agent handoff" width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Your AI Agents are now smarter at teamwork!&lt;/p&gt;

&lt;p&gt;Agents can hand off tasks to each other with a human touch, boosting our move towards seamless multi-agent collaboration and smarter task management via plan &amp;amp; execute. &lt;a href="https://help.taskade.com/en/articles/9314171-tools-for-ai-agents#h_fdc23b4cd1" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  ⚡️ TL;DR Video Summary of Update
&lt;/h2&gt;

&lt;p&gt;Need a quick catch-up? Check out this video overview of all the exciting new features.&lt;/p&gt;

&lt;h2&gt;
  
  
  ✨ Other Improvements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;  New: &lt;a href="https://help.taskade.com/en/articles/9314171-tools-for-ai-agents" rel="noopener noreferrer"&gt;Smarter Tools for AI Agents&lt;/a&gt;: Expanded Web Search and Site Reader.&lt;/li&gt;
&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents" rel="noopener noreferrer"&gt;AI Agent&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  New Agent Tools: Introducing the Site Reader webpage tool with expanded web browsing capabilities across the entire Taskade platform, enhancing agents' interaction with external web content.&lt;/li&gt;
&lt;li&gt;  Agent Knowledge Management: Added the Train All button for agents, enabling more efficient management of knowledge bases across your teams.&lt;/li&gt;
&lt;li&gt;  Agent Chat:

&lt;ul&gt;
&lt;li&gt;  Added support to parse rich-text when pasting into agents.&lt;/li&gt;
&lt;li&gt;  Added shortcuts to Quick Add &amp;amp; Agent Knowledge. &lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  Multi-Agent Conversations: Launched an initial closed alpha version of multi-agent collaboration, paving the way for more complex and dynamic AI interactions.&lt;/li&gt;

&lt;li&gt;  Agent Interface: Refined the responsiveness of agent creation dialogs. Use updated tool display strings and icons and enhanced visual elements like the markdown view.&lt;/li&gt;

&lt;/ul&gt;

&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/collections/8400803-ai-automation" rel="noopener noreferrer"&gt;AI Automation&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  Automation Improvements: Enhanced the usability of our automation features, including improved contrast in light mode, refined input box constraints, and updated styling for removing connections, ensuring a smoother workflow within our platform. &lt;/li&gt;
&lt;li&gt;  Enhanced Capabilities: Improved the overall system responsiveness to user commands in Automation and Agent Tools.&lt;/li&gt;
&lt;li&gt;  For new connections and integrations, please let us know &lt;a href="https://www.taskade.com/feedback/feature-requests" rel="noopener noreferrer"&gt;here&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  Improved project creation workflows and fixed stability issues.&lt;/li&gt;

&lt;li&gt;  Various bug fixes and performance improvements.&lt;/li&gt;

&lt;/ul&gt;

&lt;p&gt;We can't wait for you to try the new update --- dive in and let us know what you think!&lt;/p&gt;

&lt;p&gt;Remember, our &lt;a href="https://help.taskade.com/en/" rel="noopener noreferrer"&gt;Help Center&lt;/a&gt; and &lt;a href="https://www.taskade.com/feedback/feature-requests" rel="noopener noreferrer"&gt;Feedback Forum&lt;/a&gt; are always here for your questions and suggestions.&lt;/p&gt;

&lt;p&gt;Cheers to a transformative and AI-powered year at Taskade! 🚀&lt;/p&gt;

&lt;p&gt;--- Team Taskade 🐑&lt;/p&gt;

&lt;p&gt;P.S. Love Taskade? Share your story on our &lt;a href="https://www.taskade.com/reviews" rel="noopener noreferrer"&gt;testimonials page&lt;/a&gt; to get featured, or join our &lt;a href="https://www.taskade.com/blog/affiliate-partnership-program/" rel="noopener noreferrer"&gt;Affiliate Partnership&lt;/a&gt; today!&lt;/p&gt;

</description>
      <category>ai</category>
      <category>productivity</category>
    </item>
    <item>
      <title>🤖 New AI Forms, AI Knowledge Manager, OneDrive, &amp; AI Agent Teams!</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:47:06 +0000</pubDate>
      <link>https://forem.com/taskade/new-ai-forms-ai-knowledge-manager-onedrive-ai-agent-teams-14e1</link>
      <guid>https://forem.com/taskade/new-ai-forms-ai-knowledge-manager-onedrive-ai-agent-teams-14e1</guid>
      <description>&lt;p&gt;We're thrilled to launch AI Forms and share our latest AI-powered updates designed to supercharge your AI Agents! &lt;a href="https://www.youtube.com/watch?v=dsLWuzbH-kw" rel="noopener noreferrer"&gt;Watch our video summary...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🤖 Introducing AI Forms for Taskade
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7x8mc6tshkl0q3lj0zrw.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7x8mc6tshkl0q3lj0zrw.gif" alt="Taskade AI Forms builder." width="480" height="303"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Introducing AI Forms --- your new tool for creating dynamic forms powered by AI. Tailor forms with text, numbers, dropdowns, and file uploads to suit various use cases---from internal processes to customer interactions.&lt;/p&gt;

&lt;p&gt;AI Forms can be shared internally, published externally, and even embedded on your websites and dashboards. Now you can collect data more efficiently and make smarter decisions. Start exploring AI Forms today! &lt;a href="https://help.taskade.com/en/articles/9711589-ai-forms" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🧠 Bulk Upload and Knowledge Management for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmnon5h7olyt697whoco1.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fmnon5h7olyt697whoco1.gif" alt="Bulk upload and knowledge management for AI Agents." width="480" height="303"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Enhance your AI Agents with more knowledge! You can now bulk upload files, update, and preview multiple knowledge sources simultaneously, keeping your AI Agents well-informed.&lt;/p&gt;

&lt;p&gt;Easily add or remove multiple knowledge sources at once, and preview them directly from the same screen. &lt;a href="https://help.taskade.com/en/articles/9495190-agent-knowledge-data#h_1aee681377" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  ✍️ Markdown Knowledge for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Favgz272s0cusrnp29g7e.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Favgz272s0cusrnp29g7e.gif" alt="Markdown knowledge support AI Agents." width="480" height="303"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Introducing a new way to train and add knowledge to your AI Agents --- simply paste content directly using Markdown, no file uploads needed!&lt;/p&gt;

&lt;p&gt;This feature simplifies the way you manage and update agent knowledge. &lt;a href="https://help.taskade.com/en/articles/9495190-agent-knowledge-data#h_af0f9a122c" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🔗 OneDrive Integration for Uploads
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fz6nblixthfy02sqblpby.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fz6nblixthfy02sqblpby.gif" alt="OneDrive integration for uploads." width="480" height="303"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Connect your OneDrive with Taskade across the entire platform, and upload files from OneDrive directly to train your AI Agents Knowledge. You can also attach files into project tasks, chat, comments, and more. &lt;a href="https://help.taskade.com/en/articles/9711684-onedrive-integration" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🕹️ Beta: Multi-Agent Chat for AI Teams
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8ar5qdhlge8w8b0eibim.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8ar5qdhlge8w8b0eibim.gif" alt="Multi-Agent Chat for AI Teams." width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Get a sneak preview of &lt;a href="https://help.taskade.com/en/articles/9586050-ai-teams" rel="noopener noreferrer"&gt;Multi-Agent Chat for AI Teams&lt;/a&gt;, now in beta! Assemble your team of AI Agents for collaboration, intelligent responses, and dynamic interactions. They plan, execute, and manage tasks --- all together!&lt;/p&gt;

&lt;p&gt;Exclusive Early Access: Get a first look on &lt;a href="https://www.facebook.com/580450980/videos/1001831671403663/" rel="noopener noreferrer"&gt;FB&lt;/a&gt;, &lt;a href="https://www.linkedin.com/feed/update/urn:li:activity:7228674487884390400/" rel="noopener noreferrer"&gt;Linkedin&lt;/a&gt;, &lt;a href="https://x.com/Taskade/status/1822908447597396176" rel="noopener noreferrer"&gt;Twitter/X&lt;/a&gt;, and &lt;a href="https://redd.it/1eq85xv" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt;, reply to the posts with "AI Teams" to receive an invite!&lt;/p&gt;

&lt;h2&gt;
  
  
  TL;DR Video Summary of Update
&lt;/h2&gt;

&lt;p&gt;If you're in a hurry or want a step-by-step guide to the new changes, check out our latest video summary. &lt;a href="https://www.youtube.com/watch?v=dsLWuzbH-kw" rel="noopener noreferrer"&gt;Watch our video...&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://3fxyvvmr.r.us-east-1.awstrack.me/L0/https:%2F%2Fyoutu.be%2F27xSeXfCI5M/3/01000190c201f50a-80edfb03-81ad-4967-9cd5-53a95b3a7821-000000/biKwpE0poBsAmBPFHSltfDZ7j6k=383" rel="noopener noreferrer"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s---Qdnpf7G--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://ci3.googleusercontent.com/meips/ADKq_NYubK-c_TpHRc8TN95JFWsV64ZDQuUV13Ic6aArzNNMwUvMqYLA8-DXg_-zq55xo6fVbBTtZCoSH1YcYdATqZnIQ8VL0f15gRYxniu5xpID%3Ds0-d-e1-ft%23https://www.taskade.com/newsletters/uploads/1719199601.jpg" alt="Taskade Youtube Update" width="800" height="420"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🤝 Join Our Community &amp;amp; Connect
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.facebook.com/groups/taskade" rel="noopener noreferrer"&gt;Facebook Group&lt;/a&gt; &lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.reddit.com/r/taskade" rel="noopener noreferrer"&gt;Official Subreddit&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://forum.taskade.com/" rel="noopener noreferrer"&gt;Community Forum&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.youtube.com/taskade" rel="noopener noreferrer"&gt;Youtube Channel&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://discord.gg/8XudSC4zcq" rel="noopener noreferrer"&gt;Discord&lt;/a&gt; and &lt;a href="https://t.me/Taskade" rel="noopener noreferrer"&gt;Telegram&lt;/a&gt; &lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  ✨ Other Improvements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;  New: &lt;a href="https://help.taskade.com/en/articles/9586050-ai-teams" rel="noopener noreferrer"&gt;Multi-Agent Chat for AI Teams Now in Beta!&lt;/a&gt; Get early access to deploy and coordinate multiple AI agents to execute complex tasks.

&lt;ul&gt;
&lt;li&gt;  Exclusive Early Access: Get a first look on &lt;a href="https://www.facebook.com/580450980/videos/1001831671403663/" rel="noopener noreferrer"&gt;FB&lt;/a&gt;, &lt;a href="https://www.linkedin.com/feed/update/urn:li:activity:7228674487884390400/" rel="noopener noreferrer"&gt;Linkedin&lt;/a&gt;, &lt;a href="https://x.com/Taskade/status/1822908447597396176" rel="noopener noreferrer"&gt;Twitter/X&lt;/a&gt;, and &lt;a href="https://redd.it/1eq85xv" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt;, reply to the posts with "AI Teams" to receive an invite!&lt;/li&gt;
&lt;li&gt;  Multi-Agent Collaboration: Assemble a group of AI agents that work together seamlessly in an AI Team to leverage collective expertise and efficiency.&lt;/li&gt;
&lt;li&gt;  Intelligent Response Selection: AI Teams automatically determine the most qualified agent to respond to queries, ensuring the best possible answers.&lt;/li&gt;
&lt;li&gt;  Dynamic Conversations: Interact with your AI Team just like individual agents, but with the added benefit of cohesive, team-aware responses that build on each other's knowledge.&lt;/li&gt;
&lt;li&gt;  Simplified AI Team Creation: Quickly set up your groups of AI Agents by selecting agents and assigning them to the AI Team.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents" rel="noopener noreferrer"&gt;AI Agent&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  Bulk Knowledge Upload: Upload multiple knowledge files at once to simplify your knowledge management.&lt;/li&gt;
&lt;li&gt;  Markdown Source: Create a new knowledge source by pasting content without needing to upload a file.&lt;/li&gt;
&lt;li&gt;  Source Preview: Preview your sources directly from the agent knowledge panel.&lt;/li&gt;
&lt;li&gt;  Model Selection: Choose which AI model to use for each agent for optimization and control.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/collections/8400803-ai-automation" rel="noopener noreferrer"&gt;AI Automation&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  Media Action: The all-new media action can take a file URL and automatically convert it in three ways: scrape web pages, extract contents from files, and transcribe YouTube videos. &lt;a href="https://help.taskade.com/en/articles/8958470-automation-actions" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;  Looking for additional integrations? &lt;a href="https://www.taskade.com/feedback/automations" rel="noopener noreferrer"&gt;Let us know here&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  Improved project creation workflows and fixed stability issues.&lt;/li&gt;

&lt;li&gt;  Various bug fixes and performance improvements.&lt;/li&gt;

&lt;/ul&gt;

&lt;p&gt;We can't wait for you to try the new update --- dive in and let us know what you think! Remember, our &lt;a href="https://help.taskade.com/" rel="noopener noreferrer"&gt;Help Center&lt;/a&gt; and &lt;a href="https://www.taskade.com/feedback" rel="noopener noreferrer"&gt;Feedback Forum&lt;/a&gt; are always here for your questions and suggestions.&lt;/p&gt;

&lt;p&gt;Here's to making this year the most productive yet with Taskade! 🚀&lt;/p&gt;

&lt;p&gt;--- Team Taskade 🐑&lt;/p&gt;

&lt;p&gt;P.S. If you're loving Taskade, share your experience on our &lt;a href="https://www.taskade.com/reviews" rel="noopener noreferrer"&gt;testimonials page&lt;/a&gt; to get featured, or dive into our &lt;a href="https://www.taskade.com/blog/affiliate-partnership-program/" rel="noopener noreferrer"&gt;Affiliate Partnership&lt;/a&gt; program today!&lt;/p&gt;

</description>
      <category>ai</category>
      <category>productivity</category>
    </item>
    <item>
      <title>What Is Prompt Chaining?</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:46:20 +0000</pubDate>
      <link>https://forem.com/taskade/what-is-prompt-chaining-188d</link>
      <guid>https://forem.com/taskade/what-is-prompt-chaining-188d</guid>
      <description>&lt;p&gt;There are many &lt;a href="https://www.taskade.com/blog/ai-prompt-engineering/" rel="noopener noreferrer"&gt;prompt engineering&lt;/a&gt; techniques that make interactions with large language models (LLMs) like GPT-4, Gemini, or Claude more efficient. In today's article, you'll learn how to link multiple prompts together to create a seamless, step-by-step workflow for complex tasks with prompt chaining.&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#what-is-prompt-chaining" rel="noopener noreferrer"&gt;⚛️ What is Prompt Chaining?&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#benefits-of-prompt-chaining" rel="noopener noreferrer"&gt;➕ Benefits of Prompt Chaining&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#enhanced-control" rel="noopener noreferrer"&gt;Enhanced Control&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#improved-reliability" rel="noopener noreferrer"&gt;Improved Reliability&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#reduced-error-rate" rel="noopener noreferrer"&gt;Reduced Error Rate&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#applications-of-prompt-chaining" rel="noopener noreferrer"&gt;🪄 Applications of Prompt Chaining&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#content-creation" rel="noopener noreferrer"&gt;Content Creation&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#customer-support" rel="noopener noreferrer"&gt;Customer Support&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#programming-assistance" rel="noopener noreferrer"&gt;Programming Assistance&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#project-management" rel="noopener noreferrer"&gt;Project Management&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#how-to-implement-prompt-chaining" rel="noopener noreferrer"&gt;How to Implement Prompt Chaining&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#step-1-define-your-objective" rel="noopener noreferrer"&gt;Step 1: Define Your Objective&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#step-2-decompose-the-task" rel="noopener noreferrer"&gt;Step 2: Decompose the Task&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#step-3-craft-the-prompts" rel="noopener noreferrer"&gt;Step 3: Craft the Prompts&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#step-4-chain-the-prompts" rel="noopener noreferrer"&gt;Step 4: Chain the Prompts&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#prompt-chaining-in-taskade" rel="noopener noreferrer"&gt;🔗 + 🐑 Prompt Chaining in Taskade&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#practical-examples-of-prompt-chaining" rel="noopener noreferrer"&gt;✨ Practical Examples of Prompt Chaining&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#example-1-coding-a-simple-calculator-ai-chat" rel="noopener noreferrer"&gt;Example 1: Coding a Simple Calculator (AI Chat 🟢) &lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#example-2-writing-a-blog-post-custom-ai-agents" rel="noopener noreferrer"&gt;Example 2: Writing a Blog Post (Custom AI Agents 🟡)&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#example-3-ai-assisted-legal-case-preparation-automation-flow" rel="noopener noreferrer"&gt;Example 3: AI-Assisted Legal Case Preparation (Automation Flow 🔴)&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#the-power-and-potential-of-prompt-chaining" rel="noopener noreferrer"&gt;⚡️ The Power and Potential of Prompt Chaining&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#frequently-asked-questions-about-prompt-chaining" rel="noopener noreferrer"&gt;💭 Frequently Asked Questions About Prompt Chaining&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#what-are-the-advantages-of-prompt-chaining" rel="noopener noreferrer"&gt;What are the advantages of prompt chaining?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#why-would-i-chain-prompts" rel="noopener noreferrer"&gt;Why would I chain prompts?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#what-is-prompt-engineering" rel="noopener noreferrer"&gt;What is prompt engineering?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#what-are-the-components-of-a-good-ai-prompt" rel="noopener noreferrer"&gt;What are the components of a good AI prompt?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#can-i-chain-prompts-inside-of-taskade" rel="noopener noreferrer"&gt;Can I chain prompts inside of Taskade?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/#how-can-taskade-automations-perform-prompt-chaining" rel="noopener noreferrer"&gt;How can Taskade automations perform prompt chaining?&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;/ol&gt;




&lt;p&gt;Prompt chaining helps maintain the context and control of the AI's output. Instead of overwhelming the AI with a single complex prompt, you guide it through a series of simpler, connected prompts.&lt;/p&gt;

&lt;p&gt;Each response in a chain builds on the last, which leads to more accurate and coherent answers. By mastering this technique, you can handle intricate tasks more effectively and with greater precision.&lt;/p&gt;

&lt;p&gt;Here's everything you need to know to get started! 👇&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7kcpypbcotvevo7i1cj7.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7kcpypbcotvevo7i1cj7.jpeg" alt="prompt chaining" width="800" height="800"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  ⚛️ What is Prompt Chaining?
&lt;/h2&gt;

&lt;p&gt;Remember the scene in &lt;em&gt;Harry Potter and the Sorcerer's Stone&lt;/em&gt; where Hermione solves the potion puzzle?&lt;/p&gt;

&lt;p&gt;First, she eliminates the poison.&lt;/p&gt;

&lt;p&gt;Next, she identifies the wine.&lt;/p&gt;

&lt;p&gt;She narrows it down to two potions. One lets them move forward. The other sends them back. Each step builds on the last. And this is pretty much how prompt chaining works.&lt;/p&gt;

&lt;p&gt;In a nutshell, prompt chaining is an &lt;a href="https://www.taskade.com/wiki/ai/prompt-engineering" rel="noopener noreferrer"&gt;AI prompting&lt;/a&gt; technique where you connect multiple prompts or instructions in a sequence. This allows large language models to generate more accurate and relevant responses. It also makes it easier for AI to tackle complex tasks in bite-sized steps.&lt;/p&gt;

&lt;p&gt;So, how does it work?&lt;/p&gt;

&lt;p&gt;Let's say you're planning a new marketing campaign. This is an inherently sequential task.&lt;/p&gt;

&lt;p&gt;You outline your campaign goals and identify your target audience. Next, you use the information to create tailored content for each marketing channel. Then, you schedule and launch the campaign across various channels, using the created content. And this is just the beginning.&lt;/p&gt;

&lt;p&gt;If you try to throw all that at the LLM at once, it will hallucinate or lose context. But if you break the task down into compounding steps, the AI will approach the task gradually and build on its own output.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fp3jsup4la37j31gel0zr.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fp3jsup4la37j31gel0zr.png" alt="An example of prompt chaining." width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Each consecutive prompt in a chain instructs the LLM to "recycle" the result from the previous generation and incorporate it into the next. It also specifies the expected format for the output.&lt;/p&gt;

&lt;p&gt;This approach is a more advanced version of other &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering" rel="noopener noreferrer"&gt;types of prompt engineering&lt;/a&gt; techniques like zero-few-shot prompting or chain-of-thought prompting. And it comes with a number of unique benefits.&lt;/p&gt;

&lt;h2&gt;
  
  
  ➕ Benefits of Prompt Chaining
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Enhanced Control
&lt;/h3&gt;

&lt;p&gt;Regular prompting techniques leave a lot to chance. Even with multi-level, context-rich prompts, AI can still occasionally veer off the intended path or produce inconsistent results.&lt;/p&gt;

&lt;p&gt;With prompt chaining, you gain enhanced control over the output by breaking the task into smaller, manageable chunks and continuously guiding the AI with clear-cut, specific instructions.&lt;/p&gt;

&lt;h3&gt;
  
  
  Improved Reliability
&lt;/h3&gt;

&lt;p&gt;Prompt chaining is excellent for tasks like content generation that require consistency and precision. Each response builds on the previous one, which helps maintain a uniform style and tone.&lt;/p&gt;

&lt;p&gt;For instance, when writing marketing materials, you may start by asking the AI to specify the target audience. Next, you can ask it to generate a list of words and phrases that resonate with that audience. All that's left is to prompt the AI to use the information to draft a hyper-personalized piece of content.&lt;/p&gt;

&lt;h3&gt;
  
  
  Reduced Error Rate
&lt;/h3&gt;

&lt;p&gt;LLMs may know a lot about the world, but they still occasionally trip when faced with simple tasks. Prompt chaining acts as an additional safety mechanism that helps you keep those mistakes at bay.&lt;/p&gt;

&lt;p&gt;By breaking tasks into smaller steps, the AI retains context better, reducing misunderstandings. On top of that, each step in the chain is validated before moving on, which makes it easier to catch errors early.&lt;/p&gt;

&lt;p&gt;Finally, tackling tasks in increments allows the AI to "focus" on one aspect at a time, improving attention to detail. It also ensures that the final result is logically structured and coherent.&lt;/p&gt;

&lt;h2&gt;
  
  
  🪄 Applications of Prompt Chaining
&lt;/h2&gt;

&lt;p&gt;Find out more about &lt;a href="https://www.taskade.com/blog/what-is-prompt-chaining/" rel="noopener noreferrer"&gt;prompt chaining&lt;/a&gt; on the official Taskade blog.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>promptengineering</category>
    </item>
    <item>
      <title>Single Agent Systems Versus Multi-Agent AI Teams</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:44:42 +0000</pubDate>
      <link>https://forem.com/taskade/single-agent-systems-versus-multi-agent-ai-teams-3fpb</link>
      <guid>https://forem.com/taskade/single-agent-systems-versus-multi-agent-ai-teams-3fpb</guid>
      <description>&lt;p&gt;AI is everywhere these days, and it makes our lives easier and our businesses more efficient. But when it comes to making the most of AI tools, there is still much grunt work involved. Multi-agent AI teams (or agentic systems) are the paradigm shift in human-AI interactions, and they're growing fast.&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#what-is-a-single-agent-ai-system" rel="noopener noreferrer"&gt;👤 What Is a Single-Agent AI System?&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#what-is-a-multi-agent-ai-system" rel="noopener noreferrer"&gt;👥 What Is a Multi-Agent AI System?&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#key-differences-between-single-agent-and-multi-agent-systems" rel="noopener noreferrer"&gt;⚡ Key Differences Between Single-Agent and Multi-Agent Systems&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#complexity" rel="noopener noreferrer"&gt;Complexity&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#flexibility" rel="noopener noreferrer"&gt;Flexibility&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#scalability" rel="noopener noreferrer"&gt;Scalability&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#performance" rel="noopener noreferrer"&gt;Performance&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#benefits-of-multi-agent-ai-teams" rel="noopener noreferrer"&gt;🚀 Benefits of Multi-Agent AI Teams&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#efficiency-and-throughput" rel="noopener noreferrer"&gt;Efficiency and Throughput&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#specialized-expertise" rel="noopener noreferrer"&gt;Specialized Expertise&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#automated-workflows" rel="noopener noreferrer"&gt;Automated Workflows&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#practical-examples-of-multi-agent-systems" rel="noopener noreferrer"&gt;🪄 Practical Examples of Multi-Agent Systems&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#customer-support-systems" rel="noopener noreferrer"&gt;Customer Support Systems&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#automated-task-management" rel="noopener noreferrer"&gt;Automated Task Management&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#content-creation-and-curation" rel="noopener noreferrer"&gt;Content Creation and Curation&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/#choosing-the-right-ai-system-for-your-needs" rel="noopener noreferrer"&gt;Choosing the Right AI System for Your Needs&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;/ol&gt;




&lt;p&gt;In today's article, we compare single-agent systems versus multi-agent AI teams. You'll learn how each of them works and where they fit into your business and personal life. We'll also show you how you can use Taskade to build, train, and deploy your own AI workforce of the future. 🤖🤖&lt;/p&gt;

&lt;p&gt;Psst... New to the topic? Check our article &lt;a href="https://www.taskade.com/blog/ai-agents/" rel="noopener noreferrer"&gt;What Are AI Agents?&lt;/a&gt; first.&lt;/p&gt;

&lt;h2&gt;
  
  
  👤 What Is a Single-Agent AI System?
&lt;/h2&gt;

&lt;p&gt;A single-agent AI system is a type of agentic system built on top of one, specialized autonomous AI agent. It can work as a standalone tool or as part of an integrated platform and usually packages additional components like agent knowledge and integrations with external tools.&lt;/p&gt;

&lt;p&gt;The main purpose of such a system is to perform tasks independently in self-directed loops. This is a step up from "traditional" prompt-based AI interactions where you continuously feed AI instructions.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvfxa9hhocwijcycgs57n.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvfxa9hhocwijcycgs57n.png" alt="A diagram representing a single-agent system." width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Aside from partial autonomy, agentic systems are specialized and can provide more tailored responses than generalized chats with large language models (LLMs) like GPT-4o, Gemini, or Bard. This makes them particularly useful for specific, complex tasks that require a deep understanding of niche topics.&lt;/p&gt;

&lt;h2&gt;
  
  
  👥 What Is a Multi-Agent AI System?
&lt;/h2&gt;

&lt;p&gt;A multi-agent AI system is made up of several AI agents working together to achieve set goals. Each agent focuses on a specific area within the larger business context, just like in human teams.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fufgtydkw3tx1f701wkt7.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fufgtydkw3tx1f701wkt7.png" alt="A diagram representing a mulit-agent system." width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Similar to single-agent AI systems, multi-agent setups can tap into a range of external tools and use them as needed to carry out specific tasks. You can also fine-tune each "member" of an AI team with new knowledge using documents, web pages, and other resources for more tailored responses.&lt;/p&gt;

&lt;p&gt;So, what makes multi-agent AI systems different?&lt;/p&gt;

&lt;p&gt;Unlike simple agentic systems, AI teams can tackle tasks that require adaptive learning, sequential thinking, and enhanced fault tolerance. Since each agent plays a unique role, they can interact naturally, distribute the workload, and hand off tasks in dynamic and complex scenarios.&lt;/p&gt;

&lt;h2&gt;
  
  
  ⚡ Key Differences Between Single-Agent and Multi-Agent Systems
&lt;/h2&gt;

&lt;p&gt;Single agent systems versus multi-agent AI teams --- how do these two differ? which is better? &lt;/p&gt;

&lt;p&gt;Find out more about &lt;a href="https://www.taskade.com/blog/single-agent-systems-versus-multi-agent-ai-teams/" rel="noopener noreferrer"&gt;single agent vs multi-agent systems&lt;/a&gt; on the official Taskade blog.&lt;/p&gt;

</description>
      <category>ai</category>
    </item>
    <item>
      <title>Best Practices for Building Your Team of AI Agents in Taskade</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:26:42 +0000</pubDate>
      <link>https://forem.com/taskade/best-practices-for-building-your-team-of-ai-agents-in-taskade-1gm3</link>
      <guid>https://forem.com/taskade/best-practices-for-building-your-team-of-ai-agents-in-taskade-1gm3</guid>
      <description>&lt;p&gt;Think about the last time you wished you had an extra pair of hands. Now imagine a team of personalized assistants conducting research, reviewing code, and handling other mundane tasks while you focus on what truly matters --- getting creative or... just enjoying a better work-life balance. Building AI teams can make this a reality, and we'll teach you how to create yours in 5 minutes.&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#understanding-ai-agents-in-taskade" rel="noopener noreferrer"&gt;🐑🤖 Understanding AI Agents in Taskade&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#creating-a-team-of-ai-agents-in-taskade" rel="noopener noreferrer"&gt;👥 Creating a Team of AI Agents in Taskade&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#build-your-first-agents" rel="noopener noreferrer"&gt;Build Your First Agents&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#add-agent-knowledge" rel="noopener noreferrer"&gt;Add Agent Knowledge&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#customize-commands-tools" rel="noopener noreferrer"&gt;Customize Commands/Tools&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#organize-agents-into-squads" rel="noopener noreferrer"&gt;Organize Agents into Squads&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#best-practices-for-building-a-team-of-ai-agents" rel="noopener noreferrer"&gt;✨ Best Practices for Building a Team of AI Agents&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#task-based-configuration" rel="noopener noreferrer"&gt;Task-Based Configuration&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#encourage-multi-agent-debate" rel="noopener noreferrer"&gt;Encourage Multi-Agent Debate&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#practice-selective-fine-tuning" rel="noopener noreferrer"&gt;Practice Selective Fine-Tuning&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#ai-team-automation" rel="noopener noreferrer"&gt;AI Team Automation&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/#build-your-ai-workforce-today" rel="noopener noreferrer"&gt;🚀 Build Your AI Workforce Today&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;/ol&gt;

&lt;p&gt;In this article, we'll show you how to build, fine-tune, and deploy autonomous AI teams in your Taskade workspace. You'll also learn how to connect agents to all the tools and services you're already using.&lt;/p&gt;

&lt;p&gt;Without further ado, let's get started! 🧑‍🚀&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0v3n3hzvi2wsstv38cci.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0v3n3hzvi2wsstv38cci.jpeg" alt="ai team" width="800" height="800"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🐑🤖 Understanding AI Agents in Taskade
&lt;/h2&gt;

&lt;p&gt;So, &lt;a href="https://www.taskade.com/blog/ai-agents/" rel="noopener noreferrer"&gt;what are AI agents&lt;/a&gt;?&lt;/p&gt;

&lt;p&gt;On a purely technical level, agents are software entities that use a large language model (LLM) like GPT-4o to perform a variety of tasks. And the best part? They do so in self-directed loops.&lt;/p&gt;

&lt;p&gt;(read: AI agents can get stuff done without you needing to explain things 27 times).&lt;/p&gt;

&lt;p&gt;Similar to "organic" teams, agents can take on distinct roles: a project manager, a content creator, a marketer... In short, whatever you need help with, there's an agent for that.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffky2xaci4642s2cthles.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffky2xaci4642s2cthles.png" alt="ai team diagram" width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Taskade's AI agents are fully integrated, which means that they can seamlessly tap into your projects, tasks, and workflows. It's kist like an AI workforce that works side-by-side with you and your team.&lt;/p&gt;

&lt;p&gt;But what makes our agents really unique is their ability to collaborate. Agents can "talk" to each other, exchange information, set goals, plan, and delegate work. We call this mechanism a Multi-Agent system.&lt;/p&gt;

&lt;p&gt;(check our wiki article &lt;a href="https://www.taskade.com/blog/multi-agent-systems/" rel="noopener noreferrer"&gt;What Are Multi-Agent Systems? &lt;/a&gt;or watch the video below to learn more)&lt;/p&gt;

&lt;p&gt;This opens incredible opportunities for streamlining work. But before we get all too excited, first, we'll show you how to set up a unique AI Team that will keep us company for the rest of this article.&lt;/p&gt;

&lt;p&gt;Don't have a Taskade account? Don't forget to create one before the next part!&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/signup" rel="noopener noreferrer"&gt;Create a Taskade AI account in 30 seconds! 👈&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  👥 Creating a Team of AI Agents in Taskade
&lt;/h2&gt;

&lt;p&gt;An AI team is a sum of its parts. Every individual agent you create can become part of one or more specialized teams, and each brings a unique set of skills and capabilities to the table.&lt;/p&gt;

&lt;p&gt;Figuring out how to put together an entire team of AIs may be a bit too much to chew if you're just starting out. So we recommend starting small and gradually expanding as you get more comfortable. &lt;/p&gt;

&lt;p&gt;Think about the critical tasks you need help with. Is it research, coding, or maybe project management? Once you have a clear understanding of the scope, you can start building a foundation for your team.&lt;/p&gt;

&lt;h3&gt;
  
  
  Build Your First Agents
&lt;/h3&gt;

&lt;p&gt;Setting up artificial intelligence agents in Taskade is super simple.&lt;/p&gt;

&lt;p&gt;First, go to the Agents tab in your workspace and click ➕Create agent.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1xj2jv302omlauu6wm4m.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1xj2jv302omlauu6wm4m.jpg" alt="The AI Agents dashboard inside a Taskade workspace." width="800" height="405"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Here, you have three choices:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  ✏️ Build an agent from scratch (advanced).&lt;/li&gt;
&lt;li&gt;  👤 Use a template.&lt;/li&gt;
&lt;li&gt;  🪄 Let Taskade AI generate one for you.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ff9ismeysvj0lyl0zx9s4.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ff9ismeysvj0lyl0zx9s4.jpg" alt="Agent Creator menu." width="800" height="404"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Let's choose Generate with AI, which is the most convenient way to create agents.&lt;/p&gt;

&lt;p&gt;(you can always check our &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents#h_5f7e713a2a" rel="noopener noreferrer"&gt;Help Center guide&lt;/a&gt; to learn about the other two methods!)&lt;/p&gt;

&lt;p&gt;All you need to do to get started is provide a description of your agent. What kind of tasks do you want the agent to tackle? What role should it play? Describe this in plain words and press ⌨️ Enter to confirm.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjxspemh07jat8183g5h9.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjxspemh07jat8183g5h9.jpg" alt="AI Agent Generator screen with a prompt in the center." width="800" height="404"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Congratulations! You just created your very first agent. And here's the result. 👇&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fe1598aacezybugldgfxq.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fe1598aacezybugldgfxq.jpg" alt="An embed of a researcher AI agent." width="800" height="403"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;But to create a proper team, we need a few more. Repeat the process as many times as you need and create more agents in your workspace. Just make sure there is as little overlap as possible!&lt;/p&gt;

&lt;p&gt;Here are a few agents we created in this step:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ftdx0fy7vkdr4juai9hde.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ftdx0fy7vkdr4juai9hde.jpg" alt="Specialized AI agents in a Taskade workspace." width="800" height="406"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  Add Agent Knowledge
&lt;/h3&gt;

&lt;p&gt;Now that all our agents are in place, we need to teach them a few things.&lt;/p&gt;

&lt;p&gt;Every agent comes with general knowledge about the world, which is perfectly sufficient for everyday tasks. But if you need help with something more specific, like drafting documentation for your products and services, you will need to fine-tune your agents using your own knowledge. &lt;/p&gt;

&lt;p&gt;To fine-tune an agent, go to the Agents tab, select the agent, click Edit agent (top-right), and Knowledge.&lt;/p&gt;

&lt;p&gt;Now, you need to decide what types of knowledge you want the agent to learn from.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fg7vngfpl2jwv2n50enus.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fg7vngfpl2jwv2n50enus.jpg" alt="AI Agent training menu." width="800" height="406"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Find out more about &lt;a href="https://www.taskade.com/blog/best-practices-for-building-multi-agent-ai-teams/" rel="noopener noreferrer"&gt;building teams of AI-agents&lt;/a&gt; on the official Taskade blog.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>productivity</category>
    </item>
    <item>
      <title>Types of Prompt Engineering: From Zero-Shot to Negative Prompting</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:20:04 +0000</pubDate>
      <link>https://forem.com/taskade/types-of-prompt-engineering-from-zero-shot-to-negative-prompting-14bi</link>
      <guid>https://forem.com/taskade/types-of-prompt-engineering-from-zero-shot-to-negative-prompting-14bi</guid>
      <description>&lt;p&gt;Want to master AI interactions? It all starts with how you frame your questions. Prompt engineering is the practice of crafting precise instructions to get optimal AI responses. It blends linguistic understanding and strategic thinking, and it's key to getting tailored, high-quality answers.&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#zero-shot-prompting" rel="noopener noreferrer"&gt;👌 Zero-Shot Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#one-shot-prompting" rel="noopener noreferrer"&gt;☝️ One-Shot Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#few-shot-prompting" rel="noopener noreferrer"&gt;✌️ Few-Shot Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#multi-shot-prompting" rel="noopener noreferrer"&gt;🤚 Multi-Shot Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#chain-of-thought-prompting-cot" rel="noopener noreferrer"&gt;👉 Chain-Of-Thought Prompting (CoT)&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#non-text-prompting" rel="noopener noreferrer"&gt;👋 Non-Text Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#iterative-prompting" rel="noopener noreferrer"&gt;✍️ Iterative Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#negative-prompting" rel="noopener noreferrer"&gt;🙅 Negative Prompting&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#implementing-different-types-of-prompting-in-taskade" rel="noopener noreferrer"&gt;🐑 Implementing Different Types of Prompting in Taskade&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#build-your-first-agent" rel="noopener noreferrer"&gt;Build Your First Agent&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#fine-tune-agent-knowledge" rel="noopener noreferrer"&gt;Fine-Tune Agent Knowledge&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#create-custom-commands" rel="noopener noreferrer"&gt;Create Custom Commands&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#bonus-point-build-your-ai-workforce" rel="noopener noreferrer"&gt;(Bonus Point) Build Your AI Workforce&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#conclusion" rel="noopener noreferrer"&gt;👋 Conclusion&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#frequently-asked-questions-about-types-of-prompt-engineering" rel="noopener noreferrer"&gt;Frequently Asked Questions About Types of Prompt Engineering&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#what-is-a-prompt" rel="noopener noreferrer"&gt;What is a prompt?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#what-is-prompt-engineering" rel="noopener noreferrer"&gt;What is prompt engineering?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/#how-to-write-good-prompts" rel="noopener noreferrer"&gt;How to write good prompts?&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;/ol&gt;

&lt;p&gt;In this article, we explore various types of prompt engineering techniques, including zero-shot, one-shot, few-shot, and more, to help you understand their applications and benefits.&lt;/p&gt;

&lt;p&gt;Here's everything you need to know to make your AI prompts spot on. 👇&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7tecmvul79ajpfu90peg.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7tecmvul79ajpfu90peg.jpeg" alt="A prompt engineer sitting at a desk and typing on a keyboard." width="800" height="800"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  👌 Zero-Shot Prompting
&lt;/h2&gt;

&lt;p&gt;Zero-shot prompting is the most basic prompting technique. It involves asking the AI to perform a task or answer a question without providing any specific examples or additional context.&lt;/p&gt;

&lt;p&gt;This approach is perfect for simple exchanges where no additional knowledge beyond the LLM's training data is needed. This can include ad-hoc tasks like translating text or answering questions.&lt;/p&gt;

&lt;p&gt;For example, you may ask the LLM "what is the capital of Japan?" Or you might instruct the artificial intelligence tool to "translate the following paragraph into Spanish." Plain and simple.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbisvv3v0e8b05b7ozk3v.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbisvv3v0e8b05b7ozk3v.jpg" alt="An example of zero-shot prompting." width="800" height="480"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The downsides? Don't expect deep dives or detailed analysis.&lt;/p&gt;

&lt;p&gt;Think of it as asking someone who has read a lot of books to answer a question on a specific topic, one they haven't studied specifically. While the response may be correct in a general sense, it may lack the depth, accuracy, and specific context needed for a thorough explanation.&lt;/p&gt;

&lt;p&gt;This is where one-shot prompting comes into play.&lt;/p&gt;

&lt;h2&gt;
  
  
  ☝️ One-Shot Prompting
&lt;/h2&gt;

&lt;p&gt;One-shot prompting takes things up a notch. It involves providing the AI with a single example to illustrate the task. The example helps the model to understand the requirements better.&lt;/p&gt;

&lt;p&gt;So, how does it work?&lt;/p&gt;

&lt;p&gt;Imagine you need the model to generate text in a particular style or format. You provide a specific example, like writing in a formal tone or crafting a short story. For instance, if you want a formal response, you might say, "Here's an example: 'Dear Mr. Smith, I am writing to inform you...'"&lt;/p&gt;

&lt;p&gt;By showing one example, you set a clear benchmark. This makes one-shot prompting ideal for tasks that need a bit more guidance, like formatting, style adjustments, or generating context-specific responses.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fybpqjsgxqc9ex05ct85w.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fybpqjsgxqc9ex05ct85w.jpg" alt="An example of one-shot prompting." width="800" height="479"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The advantages? Examples clarify the task for the model. What you get as a result are more accurate and relevant responses. Well, at least that's how it works most of the time.&lt;/p&gt;

&lt;p&gt;For complex tasks that require intricate reasoning, one-shot prompting may not be enough; one example is unlikely to capture all the nuances needed for a comprehensive response. Plus, if the example is ambiguous or not representative, the model might fail to generalize well to variations of the task.&lt;/p&gt;

&lt;h2&gt;
  
  
  ✌️ Few-Shot Prompting
&lt;/h2&gt;

&lt;p&gt;Few-shot prompting gives the model a bit more help. It provides several examples to illustrate how the task should be executed. This gives the LLM more material to work with and lets it pick up on patterns.&lt;/p&gt;

&lt;p&gt;Think of it like learning to play the piano. If your teacher gives you a few different songs to practice, each with varying levels of difficulty and styles, you'll start to understand the patterns and techniques needed. With just a few pieces, you'll get a sense of rhythm, fingering patterns, and musical expression.&lt;/p&gt;

&lt;p&gt;For instance, if you're working on creating social media content with a unique voice, you might provide a few examples of posts that capture the desired tone and style. The source material will help the model better grasp the nuances of your brand's voice and tailor the content to the audience.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fo7wzi0sz55onb2sc8qyf.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fo7wzi0sz55onb2sc8qyf.jpg" alt="An example of few-shot prompting." width="800" height="480"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Few-shot prompting strikes a balance between simplicity and effectiveness. This makes it perfect for tasks where a bit of extra guidance can significantly enhance performance.&lt;/p&gt;

&lt;p&gt;🤚 Multi-Shot Prompting&lt;/p&gt;

&lt;p&gt;Find out more about &lt;a href="https://www.taskade.com/blog/types-of-prompt-engineering/" rel="noopener noreferrer"&gt;prompt engineering&lt;/a&gt; on the official Taskade blog.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>promptengineering</category>
    </item>
    <item>
      <title>Agentic AI Systems — The Next Evolution of Work</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:14:29 +0000</pubDate>
      <link>https://forem.com/taskade/agentic-ai-systems-the-next-evolution-of-work-4e13</link>
      <guid>https://forem.com/taskade/agentic-ai-systems-the-next-evolution-of-work-4e13</guid>
      <description>&lt;p&gt;Agentic systems are the new black of AI. They're making interactions with artificial intelligence faster, more user-friendly, and refreshingly seamless. But how does an agentic system work? What makes it different from prompt-based approaches? Do you even need one in your workflow? (pro tip: you do).&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#what-are-agentic-ai-systems" rel="noopener noreferrer"&gt;🤖 What Are Agentic AI Systems?&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#benefits-of-agentic-ai-in-the-workplace" rel="noopener noreferrer"&gt;⚡ Benefits of Agentic AI in the Workplace&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#step-by-step-problem-solving" rel="noopener noreferrer"&gt;Step-by-Step Problem Solving&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#access-to-tool-ecosystems" rel="noopener noreferrer"&gt;Access to Tool Ecosystems&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#team-like-dynamics" rel="noopener noreferrer"&gt;Team-Like Dynamics&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#better-error-handling" rel="noopener noreferrer"&gt;Better Error Handling&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#control-over-agent-knowledge-fine-tuning" rel="noopener noreferrer"&gt;Control Over Agent Knowledge (Fine-Tuning)&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#real-world-applications-of-agentic-ai" rel="noopener noreferrer"&gt;🧑‍💻 Real-World Applications of Agentic AI&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#autonomous-vehicles" rel="noopener noreferrer"&gt;Autonomous Vehicles&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#knowledge-work" rel="noopener noreferrer"&gt;Knowledge Work&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#autonomous-decision-making" rel="noopener noreferrer"&gt;Autonomous Decision-Making&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#finance" rel="noopener noreferrer"&gt;Finance&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#future-implications-of-agentic-ai" rel="noopener noreferrer"&gt;Future Implications of Agentic AI&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#best-practices-for-implementing-agentic-ai-systems" rel="noopener noreferrer"&gt;Best Practices for Implementing Agentic AI Systems&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#1-build-agents-with-ai-teams-in-mind" rel="noopener noreferrer"&gt;1. Build Agents With AI Teams in Mind&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#2-integrate-with-the-right-tools" rel="noopener noreferrer"&gt;2. Integrate with the Right Tools&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#3-fine-tune-agents-with-curated-knowledge" rel="noopener noreferrer"&gt;3. Fine-Tune Agents with Curated Knowledge&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#embracing-the-future-with-agentic-ai-systems" rel="noopener noreferrer"&gt;🚀 Embracing the Future with Agentic AI Systems&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;

&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#frequently-asked-questions-about-agentic-ai-systems" rel="noopener noreferrer"&gt;💬 Frequently Asked Questions About Agentic AI Systems&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#what-is-the-meaning-of-agentic-ai" rel="noopener noreferrer"&gt;What is the meaning of agentic AI?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#what-are-agentic-systems" rel="noopener noreferrer"&gt;What are agentic systems?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#what-are-the-characteristics-of-an-agentic-system" rel="noopener noreferrer"&gt;What are the characteristics of an agentic system?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/#what-are-agentic-workflows" rel="noopener noreferrer"&gt;What are agentic workflows?&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;

&lt;/ol&gt;

&lt;p&gt;You'll find answers to these and other questions in this article. Let's dive in!&lt;/p&gt;

&lt;h2&gt;
  
  
  🤖 What Are Agentic AI Systems?
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2iv98net3st5cqsqu33k.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2iv98net3st5cqsqu33k.jpeg" width="800" height="800"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Before we get into the nitty-gritty, we should precede this question with another: "&lt;a href="https://www.taskade.com/blog/ai-agents/" rel="noopener noreferrer"&gt;What are AI agents&lt;/a&gt;?" If you haven't read our previous articles on the topic (highly recommended), here's a tl;dr.&lt;/p&gt;

&lt;p&gt;In a purely technical sense, AI agents are autonomous software entities designed to perceive, reason about, collaborate, and act within their environment to achieve specific goals.&lt;/p&gt;

&lt;p&gt;Ok, but what does that mean exactly?&lt;/p&gt;

&lt;p&gt;Take, for example, Tesla's Autopilot. It uses sensors and cameras to see the road, processes this info to understand what's happening, and then drives the car by steering, braking, and accelerating. Each individual system making up the Autopilot acts as an agent---one agent handles navigation, another monitors obstacles, and yet another ensures lane discipline.&lt;/p&gt;

&lt;p&gt;All this happens without or with minimal human intervention --- the hallmark of agentic design.&lt;/p&gt;

&lt;p&gt;With that in mind, grasping the essence of agentic system should be a tad easier.&lt;/p&gt;

&lt;p&gt;An agentic system is an integrated environment of agents, tools, and data sources, with a large language model (LLM) like GPT-4o in the center, acting as the decision-making engine.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F26qnb6x5qxuxpcff6d0p.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F26qnb6x5qxuxpcff6d0p.png" alt="A diagram representing an agentic system imitating a marketing team." width="800" height="500"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;An example of an agentic system imitating a marketing team.&lt;/p&gt;

&lt;p&gt;According to AI researcher Andrew Ng, there are four characteristics of agentic systems:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  💭 The ability to reflect on generated output to identify improvements.&lt;/li&gt;
&lt;li&gt;  ⚒️ The ability to use tools such as web searches, code execution, or other functions.&lt;/li&gt;
&lt;li&gt;  ✅ The ability to plan &amp;amp; execute tasks in multiple steps.&lt;/li&gt;
&lt;li&gt;  🤝 The ability to collaborate collaborate with other agents.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you're thinking: "hey, that's just like us," you're right. By design, agentic systems mimic the dynamics of human teams --- agents work together, leverage each other's strengths, and adapt to achieve goals.&lt;/p&gt;

&lt;p&gt;So, what makes agentic systems better than other AI approaches?&lt;/p&gt;

&lt;h2&gt;
  
  
  ⚡ Benefits of Agentic AI in the Workplace
&lt;/h2&gt;

&lt;p&gt;Typical AI interactions rely on prompting. You give a chat-based tool like ChatGPT a prompt, such as "draft an email reply," and you get a response. Then, you usually need to refine the tone through multiple iterations and send the email. That's a lot of manual, time-consuming work.&lt;/p&gt;

&lt;p&gt;With agentic systems, all you need to do is define a goal. The agents in the system then break it down into steps, continuously reprompting themselves until the goal has been completed.&lt;/p&gt;

&lt;p&gt;For example, for a goal: "Create and execute a marketing plan," the agents may coordinate like this:&lt;/p&gt;

&lt;p&gt;| 🤖 (Agent 1) | Researches market trends and target demographics. |&lt;br&gt;
| 🤖 (Agent 2) | Develops a timeline for the launch. |&lt;br&gt;
| 🤖 (Agent 3) | Drafts promotional content and strategies. |&lt;br&gt;
| 🤖 (Agent 4) | Schedule the publication of marketing materials. |&lt;/p&gt;

&lt;p&gt;This approach is more flexible and robust than prompt-based interactions. It gives AI the autonomy to ideate, plan, and execute based on the available context, with no or minimal human intervention.&lt;/p&gt;

&lt;p&gt;Agentic workflows make interactions with AI simpler, faster, and more intuitive, exactly what they're supposed to be. But that's barely scratching the surface, so let's talk about a few more benefits.&lt;/p&gt;

&lt;h3&gt;
  
  
  Step-by-Step Problem Solving
&lt;/h3&gt;

&lt;p&gt;Find out more about &lt;a href="https://www.taskade.com/blog/agentic-ai-systems/" rel="noopener noreferrer"&gt;agentic AI systems&lt;/a&gt; on the official Taskade blog.&lt;/p&gt;

</description>
      <category>ai</category>
    </item>
    <item>
      <title>How to Train AI Agents with Your Own Knowledge: A Comprehensive Guide</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:12:38 +0000</pubDate>
      <link>https://forem.com/taskade/how-to-train-ai-agents-with-your-own-knowledge-a-comprehensive-guide-2pk5</link>
      <guid>https://forem.com/taskade/how-to-train-ai-agents-with-your-own-knowledge-a-comprehensive-guide-2pk5</guid>
      <description>&lt;p&gt;How many hours do you lose each week on repetitive, garden-variety tasks? Replying to emails, scheduling meetings, reviewing documents, answering the same questions over and over again. Frustrating, right? Custom AI agents can handle all that. You just need to teach them how.&lt;/p&gt;

&lt;p&gt;So, &lt;a href="https://www.taskade.com/blog/ai-agents/" rel="noopener noreferrer"&gt;what are custom AI agents&lt;/a&gt;? 🤔 Here's a tl;dr:&lt;/p&gt;

&lt;p&gt;AI agents are smart tools designed to perform tasks in self-directed loops (read: without human intervention). Think of them as highly-skilled digital assistants. They can handle a wide range of activities, interact with their environment, and use provided context for personalized support.&lt;/p&gt;

&lt;p&gt;Regardless of your area of expertise, agents can save you dozens of hours each month by:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  📤 Replying to emails and generating content in your unique voice.&lt;/li&gt;
&lt;li&gt;  📚 Providing team support based on internal documents.&lt;/li&gt;
&lt;li&gt;  💰 Generating financial reports and tracking spending based on your own records.&lt;/li&gt;
&lt;li&gt;  ✏️ Grading assignments and offering tutoring based on students' work.&lt;/li&gt;
&lt;li&gt;  🔎 Managing onboarding according to HR policies.&lt;/li&gt;
&lt;li&gt;  💻 Conducting code reviews and generating snippets of code.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;And that's barely scratching the surface.&lt;/p&gt;

&lt;p&gt;But before we dig deeper, let's explain a few more basic concepts. 👇&lt;/p&gt;

&lt;h2&gt;
  
  
  🧠 Understanding AI Training
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fzaxr59zwny4c7u30cgfs.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fzaxr59zwny4c7u30cgfs.jpeg" width="800" height="800"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;[&lt;/p&gt;

&lt;p&gt;Regular AI tools come with general knowledge about the world "inherited" from the Large Language Models (LLMs) they are powered by. That means they might understand basic principles of customer service, basic financial accounting, or standard educational practices, but that's about it.&lt;/p&gt;

&lt;p&gt;For instance, an AI chatbot may help you solve day-to-day problems with generalized advice. But it won't be able to provide specific steps or troubleshooting advice for a specific product. 🤷&lt;/p&gt;

&lt;p&gt;This is where agent training comes into play.&lt;/p&gt;

&lt;p&gt;Well, technically, it's training in the traditional sense. You're not teaching artificial intelligence new things; you're fine-tuning it by providing additional information and building context.&lt;/p&gt;

&lt;p&gt;Agents can pick up knowledge thanks to the magic of &lt;a href="https://www.taskade.com/blog/what-is-retrieval-augmented-generation/" rel="noopener noreferrer"&gt;Retrieval Augmented Generation&lt;/a&gt; or RAG.&lt;/p&gt;

&lt;p&gt;In a nutshell, RAG fetches relevant information from external resources, and then it combines the new data with the LLM's knowledge to generate contextually relevant responses.&lt;/p&gt;

&lt;p&gt;Using RAG lets you transform a run-of-the-mill artificial intelligence into a specialized tool tailored to your needs. It's fast. It's cost-effective. And it ensures the AI behaves as expected. What's not to like?&lt;/p&gt;

&lt;h2&gt;
  
  
  📚 Can You Train AI With Your Own Knowledge?
&lt;/h2&gt;

&lt;p&gt;Creating a new AI model is obscenely resource-intensive. It involves significant computational power, vast datasets, and lengthy training periods. Oh, and of course, a ton of money.&lt;/p&gt;

&lt;p&gt;Just for context, it cost OpenAI hundreds of millions of dollars to develop and train GPT-3.&lt;/p&gt;

&lt;p&gt;Fine-tuning with RAG lets you customize AI's responses in a cost-effective way.&lt;/p&gt;

&lt;p&gt;The training process can happen in many different dimensions, but all of them boil down to the data you provide, from manuals, guidelines, and reports to blog content, emails, and even YouTube videos.&lt;/p&gt;

&lt;p&gt;This data can be either added locally or fetched from web resources using URLs. For example, you can upload your company's internal training documents directly to the AI, or you can link to your company's SOPs stored in the cloud. You decide what the agent learns and what it doesn't.&lt;/p&gt;

&lt;p&gt;Here are a few other cool benefits of training AI agents.&lt;/p&gt;

&lt;p&gt;⚡ Benefits of Training AI Agents with Custom Knowledge&lt;/p&gt;

&lt;p&gt;Find out more about &lt;a href="https://www.taskade.com/blog/how-to-train-ai-agents-with-your-knowledge/" rel="noopener noreferrer"&gt;training AI Agents with your knowledge&lt;/a&gt; on the official Taskade blog.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>productivity</category>
    </item>
    <item>
      <title>🤖 Introducing AI Teams, Agent Source References, and New Automation Filters!</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Fri, 30 Aug 2024 08:09:06 +0000</pubDate>
      <link>https://forem.com/taskade/introducing-ai-teams-agent-source-references-and-new-automation-filters-3p6e</link>
      <guid>https://forem.com/taskade/introducing-ai-teams-agent-source-references-and-new-automation-filters-3p6e</guid>
      <description>&lt;p&gt;Big news! Now, you can create dynamic AI Teams, access detailed knowledge references, apply precise filters to your automations, and supercharge your productivity. &lt;a href="https://youtu.be/27xSeXfCI5M" rel="noopener noreferrer"&gt;Watch our quick video overview&lt;/a&gt; and get all the insights!&lt;/p&gt;

&lt;h2&gt;
  
  
  👥 Introducing AI Teams for Taskade
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1r495w1rcgvkqvgo3r3w.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F1r495w1rcgvkqvgo3r3w.gif" alt="A team of AI agents collaborating within Taskade's chat interface." width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Meet AI Teams---your new powerhouse for collaboration. These aren't just any teams; they're your customized crew of AI Agents, each with its unique commands, tools, and dynamic memories integrated with third-party apps.&lt;/p&gt;

&lt;p&gt;Imagine a team that adapts, learns, and grows with you. Ready to see it in action? Build your own AI Team today! &lt;a href="https://help.taskade.com/en/articles/9586050-ai-teams" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://help.taskade.com/en/articles/9586050-ai-teams" rel="noopener noreferrer"&gt;How it works&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; Click on the AI Teams tab in your workspace and hit 'Create Team.' This is where you begin assembling your AI workforce.&lt;/li&gt;
&lt;li&gt; Name your team, invite your AI Agents, and start collaborating! Get creative and choose the agents that best fit your workflow needs.&lt;/li&gt;
&lt;li&gt; Once set up, your AI Teams will take over handling requests. They'll collaborate and coordinate internally, ensuring the best agent steps up for each task---every single time. Sit back and enjoy!&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;This is just the beginning---there's so much more to come. ✨&lt;/p&gt;

&lt;h2&gt;
  
  
  🔗 Source References for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flgyps27amhj12fjl8ggp.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Flgyps27amhj12fjl8ggp.gif" alt="Agent chat output with visible references and sources." width="480" height="303"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Ever curious about the sources behind your AI's advice? Our AI Agents now include source references, ensuring that you know exactly where your information is coming from, enhancing transparency and trust. &lt;a href="https://help.taskade.com/en/articles/9495190-agent-knowledge-data#h_82a4709848" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  📱 New Widgets and Agents for Mobile Apps
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffaiqt7lasi2krqguqdeh.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffaiqt7lasi2krqguqdeh.gif" alt="Mobile widgets and AI agents for Taskade's iOS and Android apps." width="480" height="270"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Download &lt;a href="https://www.taskade.com/downloads" rel="noopener noreferrer"&gt;Taskade for iOS and Android&lt;/a&gt; and take your AI Agents with you on the go! Our latest mobile update introduces new widgets, custom fields, and enhanced support threads for AI Agents. &lt;a href="https://help.taskade.com/en/collections/8400839-mobile-tablet-apps" rel="noopener noreferrer"&gt;Explore the new mobile features&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  ✔️ Data Filters for AI Automation
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fornp8yj6ed5sh0xcbe26.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/cdn-cgi/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fornp8yj6ed5sh0xcbe26.gif" alt="Data Filters within an automation flow." width="500" height="315"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Customize your automations with precision. Our new data filters let you control when your automations trigger, ensuring that everything from email processing to task management happens just the way you need it.&lt;/p&gt;

&lt;p&gt;For instance, activate tasks only when emails from '@acmecompany.com' are received in your &lt;a href="https://www.youtube.com/watch?v=0m7gh5hO2Ms" rel="noopener noreferrer"&gt;Gmail Automation&lt;/a&gt; Account. &lt;a href="https://help.taskade.com/en/articles/8958470-automation-actions" rel="noopener noreferrer"&gt;Learn more&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  👀 TL;DR Video Summary of Update
&lt;/h2&gt;

&lt;p&gt;Need a quick rundown? Check out our latest video summary for a swift overview of all these exciting new features. &lt;a href="https://youtu.be/27xSeXfCI5M" rel="noopener noreferrer"&gt;Watch our video&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://3fxyvvmr.r.us-east-1.awstrack.me/L0/https:%2F%2Fyoutu.be%2F27xSeXfCI5M/3/01000190c201f50a-80edfb03-81ad-4967-9cd5-53a95b3a7821-000000/biKwpE0poBsAmBPFHSltfDZ7j6k=383" rel="noopener noreferrer"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s---Qdnpf7G--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://ci3.googleusercontent.com/meips/ADKq_NYubK-c_TpHRc8TN95JFWsV64ZDQuUV13Ic6aArzNNMwUvMqYLA8-DXg_-zq55xo6fVbBTtZCoSH1YcYdATqZnIQ8VL0f15gRYxniu5xpID%3Ds0-d-e1-ft%23https://www.taskade.com/newsletters/uploads/1719199601.jpg" alt="Taskade Youtube Update" width="800" height="420"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🤝 Taskade Communities
&lt;/h2&gt;

&lt;p&gt;Explore our vibrant community. Connect, share experiences, and grow together with other Taskaders.&lt;/p&gt;

&lt;p&gt;Check out our official community forums:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; Join our &lt;a href="https://www.facebook.com/groups/taskade" rel="noopener noreferrer"&gt;Facebook Group&lt;/a&gt; &lt;/li&gt;
&lt;li&gt; Join our &lt;a href="https://www.reddit.com/r/taskade" rel="noopener noreferrer"&gt;Official Subreddit&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; Post in our &lt;a href="https://forum.taskade.com/" rel="noopener noreferrer"&gt;Community Forum&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; Subscribe to our &lt;a href="https://www.youtube.com/taskade" rel="noopener noreferrer"&gt;Youtube Channel&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; Chat with us on &lt;a href="https://discord.gg/8XudSC4zcq" rel="noopener noreferrer"&gt;Discord&lt;/a&gt; and &lt;a href="https://t.me/Taskade" rel="noopener noreferrer"&gt;Telegram&lt;/a&gt; &lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  ✨ Other Improvements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents" rel="noopener noreferrer"&gt;AI Agent&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  New Agent Sidebar: The all-new agent sidebar is now global and follows you across the entire application. This gives you quicker access to your agents and makes the experience more consistent&lt;/li&gt;
&lt;li&gt;  Agent Full-Screen: You can now open the Agent Chat in full-screen mode for a distraction-free experience. Click the Open in New Window button in the new agent sidebar to experience it&lt;/li&gt;
&lt;li&gt;  Knowledge Sources: Agents now show the knowledge sources used in replies. You can preview the sources directly within the message.&lt;/li&gt;
&lt;li&gt;  Better Table Support: We've improved the size and legibility of tables in agent responses to improve the output in data-oriented tasks.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/collections/8400803-ai-automation" rel="noopener noreferrer"&gt;AI Automation&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  Automation Filters: Use new data filters to add granularity to your workflows based on predefined conditions.&lt;/li&gt;
&lt;li&gt;  Slack: Fixed an issue where selecting a channel by channel ID directly limited the ability to select channels.&lt;/li&gt;
&lt;li&gt;  Looking for additional integrations? &lt;a href="https://www.taskade.com/feedback/automations" rel="noopener noreferrer"&gt;Let us know here&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  Improved project creation workflows and fixed stability issues.&lt;/li&gt;

&lt;li&gt;  Various bug fixes and performance improvements.&lt;/li&gt;

&lt;/ul&gt;

&lt;p&gt;We can't wait for you to try the new update --- dive in and let us know what you think! Remember, our &lt;a href="https://help.taskade.com/" rel="noopener noreferrer"&gt;Help Center&lt;/a&gt; and &lt;a href="https://www.taskade.com/feedback" rel="noopener noreferrer"&gt;Feedback Forum&lt;/a&gt; are always here for your questions and suggestions.&lt;/p&gt;

&lt;p&gt;Here's to making this year the most productive yet with Taskade! 🚀&lt;/p&gt;

&lt;p&gt;--- Team Taskade 🐑&lt;/p&gt;

&lt;p&gt;P.S. If you're loving Taskade, share your experience on our &lt;a href="https://www.taskade.com/reviews" rel="noopener noreferrer"&gt;testimonials page&lt;/a&gt; to get featured, or dive into our &lt;a href="https://www.taskade.com/blog/affiliate-partnership-program/" rel="noopener noreferrer"&gt;Affiliate Partnership&lt;/a&gt; program today!&lt;/p&gt;

</description>
      <category>productivity</category>
      <category>ai</category>
    </item>
    <item>
      <title>🤖 New Multi-Chats, Agent Web Search Tool, Text Field &amp; More!</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Thu, 13 Jun 2024 13:04:37 +0000</pubDate>
      <link>https://forem.com/taskade/new-multi-chats-agent-web-search-tool-text-field-more-4hcb</link>
      <guid>https://forem.com/taskade/new-multi-chats-agent-web-search-tool-text-field-more-4hcb</guid>
      <description>&lt;p&gt;Hi Taskaders!&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#multi-chat-threads-for-ai-agents" rel="noopener noreferrer"&gt;Multi-Chat Threads for AI Agents&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#web-search-tool-for-ai-agents" rel="noopener noreferrer"&gt;Web Search Tool for AI Agents&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#smart-tools-for-ai-agents" rel="noopener noreferrer"&gt;Smart Tools for AI Agents&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#http-request-action-for-automation" rel="noopener noreferrer"&gt;HTTP Request Action for Automation&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#text-field-for-table-view" rel="noopener noreferrer"&gt;Text Field for Table View&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#tldr-video-summary-of-update" rel="noopener noreferrer"&gt;TL;DR Video Summary of Update&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#early-access-plan-execute-with-ai-agents" rel="noopener noreferrer"&gt;Early Access: Plan &amp;amp; Execute with AI Agents&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/multi-chats-agent-web-search-tool-text-field/#other-improvements" rel="noopener noreferrer"&gt;Other Improvements&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Exciting updates --- our new agent tools are now live for everyone to explore!&lt;/p&gt;

&lt;h2&gt;
  
  
  Multi-Chat Threads for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fwww.taskade.com%2Fblog%2Fwp-content%2Fuploads%2F2024%2F06%2Fmulti-chat-threads.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://media.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fwww.taskade.com%2Fblog%2Fwp-content%2Fuploads%2F2024%2F06%2Fmulti-chat-threads.gif" alt="Multi-Chat Threads for AI Agents."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You can now initiate multiple conversations with your AI agents, each maintaining its own unique context and memory. This allows you to manage various tasks simultaneously without losing track of any details. &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents#h_28738f675c" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Web Search Tool for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Web Search Tool for AI Agents."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Say hello to smarter information retrieval with our improved Web Search Tool. Just drop a link and watch your agents pull the data you need instantly. Improve your research agents and tasks with real-time data insights. &lt;a href="https://help.taskade.com/en/articles/9314171-smart-tools-for-agents#h_c2bc198745" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Smart Tools for AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Smart Tools for AI Agents."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Our AI Agents are getting collaborative! They can now pass tasks among themselves, boosting your workflow like never before. This is just the beginning of a new era of teamwork for your Multi-Agent AI Team. &lt;a href="https://help.taskade.com/en/articles/9314171-smart-tools-for-agents" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;(We're adding more tools for agents --- &lt;a href="https://www.taskade.com/feedback" rel="noopener noreferrer"&gt;let us know&lt;/a&gt; if you have any requests!)&lt;/p&gt;

&lt;h2&gt;
  
  
  HTTP Request Action for Automation
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="HTTP Request Action for Automation."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;For more advanced workflows, we've introduced a new &lt;a href="https://help.taskade.com/en/articles/8958467-getting-started-with-automation" rel="noopener noreferrer"&gt;Automation&lt;/a&gt; action to send HTTP requests. Taskade AI Automation now supports both custom incoming triggers and outgoing actions. &lt;a href="https://help.taskade.com/en/articles/8958470-automation-actions" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Text Field for Table View
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Text Field for Table view."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Expand your tables with our new Text Fields designed to store diverse data from names to notes. Now you can customize columns with Number fields, Dropdown Section fields, and Text fields. &lt;a href="https://help.taskade.com/en/articles/8958389-table-view#h_e2926cc983" rel="noopener noreferrer"&gt;Learn more...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  TL;DR Video Summary of Update
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://www.youtube.com/watch?v=Z52MwYV1fXU&amp;amp;feature=youtu.be" rel="noopener noreferrer"&gt;&lt;img alt="A video summary of product updates."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Need a quick catch-up? Check out our latest video summary for a swift overview of all these exciting new features. &lt;a href="https://www.youtube.com/watch?v=Z52MwYV1fXU&amp;amp;feature=youtu.be" rel="noopener noreferrer"&gt;Watch the video...&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Early Access: Plan &amp;amp; Execute with AI Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Plan &amp;amp; Execute mode for AI Agents."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Meet the newest addition to our toolkit --- Plan &amp;amp; Execute! Use this mode to let your AI agents handle projects from start to finish. Agents can now meticulously break down your tasks and tackle them step-by-step to ensure a seamless flow in managing even the most complex projects.&lt;/p&gt;

&lt;p&gt;Exclusive Early Access: Join the early testers by visiting us on &lt;a href="https://www.linkedin.com/feed/update/urn:li:activity:7205808045115789313/" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;, &lt;a href="https://x.com/Taskade/status/1800041796577481176" rel="noopener noreferrer"&gt;Twitter/X&lt;/a&gt;, and &lt;a href="https://www.reddit.com/r/Taskade/comments/1dcee6y/introducing_taskades_plan_execute_automate_tasks/" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt;. Reply with "AI Agents" to get your invite!&lt;/p&gt;

&lt;h2&gt;
  
  
  Other Improvements
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;  New: &lt;a href="https://help.taskade.com/en/articles/9314104-ai-agent-generator" rel="noopener noreferrer"&gt;Plan &amp;amp; Execute for AI Agents is Now in Beta! &lt;/a&gt;

&lt;ul&gt;
&lt;li&gt;  Check out our early access posts on &lt;a href="https://www.linkedin.com/feed/update/urn:li:activity:7205808045115789313/" rel="noopener noreferrer"&gt;LinkedIn&lt;/a&gt;, &lt;a href="https://x.com/Taskade/status/1800041796577481176" rel="noopener noreferrer"&gt;Twitter/X&lt;/a&gt;, and &lt;a href="https://www.reddit.com/r/Taskade/comments/1dcee6y/introducing_taskades_plan_execute_automate_tasks/" rel="noopener noreferrer"&gt;Reddit&lt;/a&gt; and reply with "AI Agents" to receive an invite!&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  New: &lt;a href="https://help.taskade.com/en/articles/8958389-table-view#h_e2926cc983" rel="noopener noreferrer"&gt;Text Fields in Table View&lt;/a&gt;! Customize your projects like never before.&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents" rel="noopener noreferrer"&gt;AI Agent&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  Introducing Multi-Chats: You can now start multiple chats with the same agent, each with its own unique context and memory.&lt;/li&gt;
&lt;li&gt;  Smarter Agent Commands: Enhanced planning and execution capabilities make our AI agents more efficient than ever.&lt;/li&gt;
&lt;li&gt;  Updated Agent Styling: Fresh updates to the visual presentation of our agents ensure a seamless and engaging user experience.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/collections/8400803-ai-automation" rel="noopener noreferrer"&gt;AI Automation&lt;/a&gt; Enhancements:

&lt;ul&gt;
&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/9315508-hubspot" rel="noopener noreferrer"&gt;HubSpot Automation&lt;/a&gt;: Integrate HubSpot seamlessly with our new integration tools for better customer relationship management.&lt;/li&gt;
&lt;li&gt;  Dynamic Dropdowns: Now with a manual input option, making your Automation dropdowns more flexible and user-friendly!&lt;/li&gt;
&lt;li&gt;  Automation Fixes: We've ironed out the kinks in our automation processes, fixing issues like missing IDs and parameter errors.&lt;/li&gt;
&lt;li&gt;  For new connections and integrations, please let us know &lt;a href="https://www.taskade.com/feedback/feature-requests" rel="noopener noreferrer"&gt;here&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958461-media-tab#h_fe3f797e3a" rel="noopener noreferrer"&gt;Media Uploads&lt;/a&gt;: Upload files directly into your workspace's Media tab for quick access and a faster way to interact with your Docs via AI.&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958502-multi-select-toolbar" rel="noopener noreferrer"&gt;Multi-Select Toolbar&lt;/a&gt;: Improved bulk editing and management capabilities.&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/8958389-table-view#h_660b4796b6" rel="noopener noreferrer"&gt;Custom Field Add-on&lt;/a&gt;: Add custom fields across various project views.&lt;/li&gt;

&lt;li&gt;  &lt;a href="https://help.taskade.com/en/articles/9072639-gantt-chart-view" rel="noopener noreferrer"&gt;Gantt Chart&lt;/a&gt;: Various enhancements and improvements.&lt;/li&gt;

&lt;li&gt;  File Previews: Improved image and file previews, enhancing visualization.&lt;/li&gt;

&lt;li&gt;  Various bug fixes and performance improvements.&lt;/li&gt;

&lt;/ul&gt;

&lt;p&gt;We can't wait for you to try the new features --- dive in and let us know what you think!&lt;/p&gt;

&lt;p&gt;Remember, our &lt;a href="https://help.taskade.com/en/" rel="noopener noreferrer"&gt;Help Center&lt;/a&gt; and &lt;a href="https://www.taskade.com/feedback/feature-requests" rel="noopener noreferrer"&gt;Feedback Forum&lt;/a&gt; are always here for your questions and suggestions. &lt;/p&gt;

&lt;p&gt;Cheers to a transformative and AI-powered year at Taskade! 🚀&lt;/p&gt;

&lt;p&gt;--- Team Taskade 🐑&lt;/p&gt;

&lt;p&gt;💌 P.S. Love Taskade? Share your story on our &lt;a href="https://www.taskade.com/reviews" rel="noopener noreferrer"&gt;testimonials page&lt;/a&gt; to get featured, or join our &lt;a href="https://www.taskade.com/blog/affiliate-partnership-program/" rel="noopener noreferrer"&gt;Affiliate Partnership&lt;/a&gt; program today!&lt;/p&gt;

</description>
      <category>ai</category>
      <category>productivity</category>
    </item>
    <item>
      <title>Cloning Yourself With AI: Double Yourself For Peak Productivity</title>
      <dc:creator>Taskade</dc:creator>
      <pubDate>Thu, 13 Jun 2024 13:03:38 +0000</pubDate>
      <link>https://forem.com/taskade/cloning-yourself-with-ai-double-yourself-for-peak-productivity-f8h</link>
      <guid>https://forem.com/taskade/cloning-yourself-with-ai-double-yourself-for-peak-productivity-f8h</guid>
      <description>&lt;p&gt;The idea of cloning has gone through all possible phases, from groundbreaking (Dolly) and chilling (&lt;em&gt;The Prestige&lt;/em&gt;) to intriguing (&lt;em&gt;Orphan Black&lt;/em&gt;) and even humorous (&lt;em&gt;Multiplicity&lt;/em&gt;). But what if you could clone yourself with AI, without nasty consequences? You'll learn how to do just that from this article.&lt;/p&gt;

&lt;p&gt;Table of contents&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#what-is-an-ai-clone"&gt;👥 What Is an AI Clone?&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#benefits-of-cloning-yourself-through-ai"&gt;🦾 Benefits of Cloning Yourself Through AI&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#multitasking"&gt;Multitasking&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#enhanced-creativity"&gt;Enhanced Creativity&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#consistency-and-reliability"&gt;Consistency and Reliability&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#how-to-clone-yourself-with-ai-in-taskade"&gt;👥 How to Clone Yourself With AI in Taskade&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#understanding-taskade-ais-knowledge-options"&gt;🧠 Understanding Taskade AI's Knowledge Options&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#practical-applications-for-your-digital-clone"&gt;🤹 Practical Applications for Your Digital Clone&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#bounce-ideas-off-yourself"&gt;Bounce ideas off "Yourself"&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#write-and-answer-emails"&gt;Write and Answer Emails&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#facilitate-courses"&gt;Facilitate Courses&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#use-your-digital-clone-for-social-media-activity"&gt;Use Your Digital Clone for Social Media Activity&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#plan-your-days"&gt;Plan Your Days&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#future-of-ai-and-personal-productivity"&gt;Future of AI and Personal Productivity&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#final-thoughts-harness-your-digital-twin-for-maximum-efficiency"&gt;🚀 Final Thoughts: Harness Your Digital Twin for Maximum Efficiency&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#frequently-asked-questions-about-cloning-yourself-with-ai"&gt;Frequently Asked Questions About Cloning Yourself With AI&lt;/a&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#can-i-create-an-ai-version-of-myself"&gt;Can I create an AI version of myself?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#can-i-create-my-own-ai-like-jarvis"&gt;Can I create my own AI like Jarvis?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#how-are-people-making-ai-versions-of-themselves"&gt;How are people making AI versions of themselves?&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt; &lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#can-i-make-my-own-ai-chatbot"&gt;Can I make my own AI chatbot?&lt;/a&gt;
&lt;/li&gt;
&lt;/ol&gt;


&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.taskade.com/blog/cloning-yourself-with-ai/#resources"&gt;🔗 Resources&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;




&lt;p&gt;Imagine a world where you can have a perfect copy of yourself, complete with your hard-earned knowledge, experience, skills, and wit, all powered by artificial intelligence. You could be in two places at once, handle twice the workload, and achieve double the results. No risks, no ethical dilemmas.&lt;/p&gt;

&lt;p&gt;Sounds like fun, huh?&lt;/p&gt;

&lt;p&gt;Taskade AI Agents let you create a digital version of yourself that can assist you in all your business and personal projects. No coding or technical knowledge required. Here's how to get started. 👇&lt;/p&gt;

&lt;h2&gt;
  
  
  👥 What Is an AI Clone?
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--MV23VU-w--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://lh7-us.googleusercontent.com/docsz/AD_4nXe4lxmdbRPG5Sd_6F0x_atpCZ1Aunl5OiQ2s-Tng8VqtwU7O0iaEGqtx6950_2Se8i541Guf6hSsu_vOQOCzPPtgi_dUvkhA-RkTzPZ_yDZyZaSzCH2YrxiODD2wpLZ7NULOiAxspyREweMBOiGvInDGVo2%3Fkey%3D9Pf_JkPfglc313FN1P2jQA" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--MV23VU-w--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://lh7-us.googleusercontent.com/docsz/AD_4nXe4lxmdbRPG5Sd_6F0x_atpCZ1Aunl5OiQ2s-Tng8VqtwU7O0iaEGqtx6950_2Se8i541Guf6hSsu_vOQOCzPPtgi_dUvkhA-RkTzPZ_yDZyZaSzCH2YrxiODD2wpLZ7NULOiAxspyREweMBOiGvInDGVo2%3Fkey%3D9Pf_JkPfglc313FN1P2jQA" width="800" height="800"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;In medical lingo, the term "clone" refers to an exact genetic replica of an organism. Think identical twins, but made in a lab. It's about copying DNA, cell by cell, to produce a perfect biological duplicate.&lt;/p&gt;

&lt;p&gt;Creating an AI clone is a similar process, but with ones and zeros. Instead of DNA, you're duplicating data. How you act, what you know, and know you think --- all "ingested" and reverse-engineered by AI.&lt;/p&gt;

&lt;p&gt;All that is possible thanks to the new breed of large language models (LLMs), which can process vast amounts of text data to understand and mimic human language and behavior. By feeding LLMs data like your emails, notes, and documents, you can replicate your tone, style, and decision-making processes.&lt;/p&gt;

&lt;p&gt;Now, let's dig a little deeper.&lt;/p&gt;

&lt;h2&gt;
  
  
  🦾 Benefits of Cloning Yourself Through AI
&lt;/h2&gt;

&lt;p&gt;Some say the biggest benefit of cloning yourself would be to finally be able to (verbally) argue with yourself. Well, we're not going to argue with that, but there are a few more practical uses.&lt;/p&gt;

&lt;p&gt;Let's start with the hulking elephant in the room.&lt;/p&gt;

&lt;h3&gt;
  
  
  Multitasking
&lt;/h3&gt;

&lt;p&gt;Who wouldn't want to do two things at once? Think answering emails while drafting a report, meeting with a client while cooking dinner, or attending a conference while lounging on the beach.&lt;/p&gt;

&lt;p&gt;(fine, you can manage that last one yourself)&lt;/p&gt;

&lt;p&gt;But the awful truth is that humans can't multitask. Or, to be precise, we cannot multitask to the degree that we like to think we can, physiologically; what we often refer to as multitasking is shifting focus from one task to another. This is hardly optimal since each switch comes with a cognitive cost.&lt;/p&gt;

&lt;p&gt;Your AI clone, though, can multitask quite effectively. You can deploy it in your project management platform (we'll get to that), and let it manage multiple projects and tasks concurrently. It can handle scheduling, email replies, data analysis, and routine decision-making, all at the same time.&lt;/p&gt;

&lt;h3&gt;
  
  
  Enhanced Creativity
&lt;/h3&gt;

&lt;p&gt;In the 1980s, German philosopher Niklas Luhmann built a system of over 90,000 (!) interconnected index cards filled with thoughts, ideas, and quotes called a "&lt;a href="https://www.taskade.com/blog/zettelkasten-method-for-distributed-teams/"&gt;Zettelkasten&lt;/a&gt;." He used it to generate new insights and draw connections between disparate concepts --- it was essentially his thinking partner.&lt;/p&gt;

&lt;p&gt;Your AI clone can serve a similar purpose, only with a much wider scope and no paper cuts. It can stimulate conversations by bringing up points you hadn't considered, remind you of things you once knew but can't immediately recall, and draw parallels between ideas that seem worlds apart. &lt;/p&gt;

&lt;h3&gt;
  
  
  Consistency and Reliability
&lt;/h3&gt;

&lt;p&gt;According to a study published in the Journal of Artificial Intelligence Research, AI systems reduce decision-making errors by up to 30%.^(1)^ Another study found a 25% boost to decision-making speed.^(2)^&lt;/p&gt;

&lt;p&gt;Even A-types fall on hard days when focus and motivation wane. Your AI clone doesn't. It's always on top of its game since all it does is offer responses based on data and predefined rules.&lt;/p&gt;

&lt;p&gt;That means every email will get answered with the same tone. Every project will be managed with the same diligence. And every idea will be captured and connected with the same enthusiasm.&lt;/p&gt;

&lt;p&gt;It's a perfect relationship, at least until machines rebel and turn us all into paperclips. 🖇️&lt;/p&gt;

&lt;p&gt;Now, let's learn how you can clone yourself with AI... in Taskade. 🪄&lt;/p&gt;

&lt;h2&gt;
  
  
  👥 How to Clone Yourself With AI in Taskade
&lt;/h2&gt;

&lt;p&gt;🐑 New here? Taskade is a holistic, AI-powered collaboration platform that lets you build custom AI agents, manage projects, track tasks, and chat with your team in one place.&lt;/p&gt;

&lt;p&gt;To build your AI avatar, you need a vessel --- this is where &lt;a href="https://help.taskade.com/en/articles/8958457-custom-ai-agents"&gt;Custom AI Agents&lt;/a&gt; come into play.&lt;/p&gt;

&lt;p&gt;So, &lt;a href="https://www.taskade.com/blog/ai-agents/"&gt;what are AI agents&lt;/a&gt;?&lt;/p&gt;

&lt;p&gt;In a nutshell, an agent is a virtual team member that "lives" inside your Taskade workspace. Every agent can have unique knowledge, "personality," and skills for executing any tasks you may throw at it.&lt;/p&gt;

&lt;p&gt;Watch this short video intro to get a glimpse of what agents are capable of. 👇&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--4B5raJr4--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://i.ytimg.com/vi/1MmGNuLrIkY/hqdefault.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--4B5raJr4--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://i.ytimg.com/vi/1MmGNuLrIkY/hqdefault.jpg" alt="Introducing Taskade ---  Build Your AI Agent Workforce" width="480" height="360"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Ready? Good, you now know the basics, so let's move on to more advanced steps.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/signup"&gt;Don't have a Taskade account? Clik here to get started 👈&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;To create your clone, open your &lt;a href="https://help.taskade.com/en/articles/8958483-create-a-workspace"&gt;workspace&lt;/a&gt; and go to the Agents tab at the top. From there, click ➕ New agent and choose Create from scratch.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Taskade AI Agents tab."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You're now in the Agent Creator.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Taskade AI Agent creator with setting tabs visible on the left."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;First, we need to name the clone and describe its overarching goals.&lt;/p&gt;

&lt;p&gt;Do you want it to be laid-back or laser-focused?&lt;/p&gt;

&lt;p&gt;Maybe a bit cheeky or strictly professional?&lt;/p&gt;

&lt;p&gt;The INSTRUCTIONS field defines your clone's purpose, way of thinking, and style of responses.&lt;/p&gt;

&lt;p&gt;Let's call the clone Alex, Assistant Project Manager.&lt;/p&gt;

&lt;p&gt;💡 Pro Tip: Use the drop-downs at the bottom to choose from predefined expert personas.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A set of instructions for an AI agent."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;With the basics out of the way, it's time to decide what Alex will help us with.&lt;/p&gt;

&lt;p&gt;For that, let's go to the Commands tab in the sidebar on the left.&lt;/p&gt;

&lt;p&gt;Commands are the "levers" that allow you interact with the agent and the agent to interact with your work. As you can see, each command consists of a few key elements:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  🔤 Name: A unique identifier of the command.&lt;/li&gt;
&lt;li&gt;  👉 Prompt: Instructions that tell the agents what to do.&lt;/li&gt;
&lt;li&gt;  🛠️ Tools: Additional functionality like the ability to browse the web.&lt;/li&gt;
&lt;li&gt;  🚦 Mode: A method of executing the command.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;For the purpose of this example, we created a handful of commands that will let Alex handle day-to-day project management tasks inside our projects.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="AI agent commands."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Commands can cover anything from simple tasks like drafting email replies to major projects like writing a business plan for a bakery with pastries shaped like famous landmarks (not judging). 🥖🗼&lt;/p&gt;

&lt;p&gt;Once commands are set up, it's time to train Alex. And this is where things get interesting.&lt;/p&gt;

&lt;h2&gt;
  
  
  🧠 Understanding Taskade AI's Knowledge Options
&lt;/h2&gt;

&lt;p&gt;Think of your agent... erm, clone, as a child (these metaphors are getting out of hand, but we're sailing uncharted waters here). It has a basic understanding of the world, but you need to teach it the specifics.&lt;/p&gt;

&lt;p&gt;We've already done half of the work by setting up the master prompt. Next, we're going to feed the clone a few bits and pieces representing your knowledge. That can include:&lt;/p&gt;




&lt;ul&gt;
&lt;li&gt;  📑 Documentation of your workflows and processes.&lt;/li&gt;
&lt;li&gt;  📨 Emails or chat logs with conversation snippets that reflect your style.&lt;/li&gt;
&lt;li&gt;  🗂️ Records of past projects, including completed tasks and outcomes.&lt;/li&gt;
&lt;li&gt;  🗞️ Collections of articles, research papers, and reports relevant to your field.&lt;/li&gt;
&lt;li&gt;  🎞️ Videos from your personal or business YouTube channel.&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;Since Alex is a project manager assistant, let's provide him with snippets of chat conversations with team members, records of past projects, and documentation of the processes used at the company.&lt;/p&gt;

&lt;p&gt;First, go back to the Agents tab, click the three dots --- next to your clone, and select ✏️ Edit agent from the drop-down list. Then, go to the Knowledge tab in the sidebar on the left.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Edit Agent menu."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You can either upload files from your device, point to online resources, or add documents directly from your cloud storage. This is static knowledge that won't change as projects unfold.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="AI agent knowledge."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Voila! Alex can now understand its role and context a little better.&lt;/p&gt;

&lt;p&gt;But we're not done yet. &lt;/p&gt;

&lt;p&gt;For Alex to be truly effective, we need to incorporate dynamic knowledge --- give him access to ongoing projects so he can monitor progress and offer suggestions based on real-time data.&lt;/p&gt;

&lt;p&gt;You can select individual projects from your workspace that will serve as Alex's live data feed. Every time a new piece of information is added, Alex will automatically update his knowledge base.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="Taskade projects used to train an AI agent."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Cloning yourself with AI is just the first step --- it's time to set your avatar loose. 🏃&lt;/p&gt;

&lt;h2&gt;
  
  
  🤹 Practical Applications for Your Digital Clone
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Bounce ideas off "Yourself"
&lt;/h3&gt;

&lt;p&gt;Let's say you're stuck on a project. You need fresh ideas. Your AI clone is already trained on your previous brainstorming sessions and creative workflows so it's a perfect partner for the job.&lt;/p&gt;

&lt;p&gt;Stuck on how to launch a new product? Your digital self can suggest strategies based on past campaigns. It might pull up instances where influencer marketing or user-generated content worked well.&lt;/p&gt;

&lt;p&gt;Facing a creative block? The clone can rummage through your past brainstorming sessions and project notes to provide fresh ideas or help you recycle old ones in a matter of seconds.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A conversation with an AI agent in Taskade."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;In the middle of brainstorming heat? Use &lt;a href="https://help.taskade.com/en/articles/9380530-ai-agent-chat#h_f8cdb44bbe"&gt;threaded agent conversations&lt;/a&gt; to keep context in focus.&lt;/p&gt;

&lt;h3&gt;
  
  
  Write and Answer Emails
&lt;/h3&gt;

&lt;p&gt;"I love replying to the tons of emails clogging up my inbox," said no one ever.&lt;/p&gt;

&lt;p&gt;Instead of spending your mornings on hectic typing, you can set an automation that will prompt your AI avatar to draft tailored email replies and automatically send them from your own Gmail inbox.&lt;/p&gt;

&lt;p&gt;The agent can reply to customer inquiries in different languages, send out event invitations, confirm new orders, write newsletters, and even send tailored out-of-office replies.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--HTcito7X--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://www.taskade.com/blog/wp-content/uploads/2024/06/ai-clone-8-scaled.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--HTcito7X--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://www.taskade.com/blog/wp-content/uploads/2024/06/ai-clone-8-scaled.jpg" alt="An automation flow using Taskade AI to reply to new Google Forms submissions." width="800" height="451"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You can use Taskade AI as part of your &lt;a href="https://help.taskade.com/en/articles/8958467-getting-started-with-automation"&gt;automation flows&lt;/a&gt; to manage all aspects of your work.&lt;/p&gt;

&lt;p&gt;Of course, with a little bit of fine-tuning and additional training, your digital twin can help with other types of content too --- blog articles, reports, business, plans, social media posts, and more.&lt;/p&gt;

&lt;h3&gt;
  
  
  Facilitate Courses
&lt;/h3&gt;

&lt;p&gt;What happens when you reach absolute mastery in your field? You create an online course to let others bask in your wisdom (duh). But managing courses is a lot of work --- work your AI clone can help manage.&lt;/p&gt;

&lt;p&gt;For example, your AI clone can "ingest" email support requests from students, find relevant information in its knowledge base, and provide tailored support. It can send out lecture notes, reading materials, and assignment instructions at scheduled intervals, all on autopilot.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="AI agent tools."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Every AI agent can &lt;a href="https://help.taskade.com/en/articles/9314171-tools-for-ai-agents"&gt;integrate with dozens of tools&lt;/a&gt; that extend its functionality.&lt;/p&gt;

&lt;p&gt;And here's the best part. You can share your digital clone with the participants so they can ask it for help and guidance inside their Taskade workspaces. Talk about exceptional customer service. 👍&lt;/p&gt;

&lt;h3&gt;
  
  
  Use Your Digital Clone for Social Media Activity
&lt;/h3&gt;

&lt;p&gt;You are a social media personality (alright, alright, just pretend you are, ok?). You provide your audience with expert insights and engage with them daily to keep them informed and entertained.&lt;/p&gt;

&lt;p&gt;But managing thousands or even millions of followers can be overwhelming.&lt;/p&gt;

&lt;p&gt;There are comments to respond to, posts to create, and engagement metrics to monitor. There are collaboration requests, sponsorship deals, and content planning tasks that need your attention.&lt;/p&gt;

&lt;p&gt;That's where your digital twin comes in. The clone can help you schedule posts to keep a steady presence on all platforms and reply to comments in different languages.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--n5wKWWOt--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://www.taskade.com/blog/wp-content/uploads/2024/06/ai-clone-10-scaled.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--n5wKWWOt--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_800/https://www.taskade.com/blog/wp-content/uploads/2024/06/ai-clone-10-scaled.jpg" alt="A chbat with an AI agent in Taskade." width="800" height="449"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  Plan Your Days
&lt;/h3&gt;

&lt;p&gt;Always running late? Missing about meetings? Wondering where your day went?&lt;/p&gt;

&lt;p&gt;We've all been there. You start your day with a plan, but then things spiral out of control. Meetings get rescheduled, emails pile up, deadlines sneak up on you --- it's utter chaos.&lt;/p&gt;

&lt;p&gt;Your AI clone can help with all that. For example, each Sunday, it can analyze your ongoing projects, aggregate upcoming tasks, prioritize them by context and importance, and come up with a personalized weekly schedule. All with tips and suggestions on the best way to approach each task.&lt;/p&gt;

&lt;p&gt;&lt;a href="" class="article-body-image-wrapper"&gt;&lt;img alt="A weekly schedule generated by an AI agent."&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Psst... Don't want to build your exact, digital replica? Check our &lt;a href="https://www.taskade.com/agents"&gt;free AI agents&lt;/a&gt; instead.&lt;/p&gt;

&lt;h2&gt;
  
  
  Future of AI and Personal Productivity
&lt;/h2&gt;

&lt;p&gt;Andrew Ng, co-founder of Google Brain, called AI "the new electricity." Following that analogy (and ignoring the doomsayers), agents are simply the new breed of power tools.&lt;/p&gt;

&lt;p&gt;But what does that exactly mean for knowledge work? 🤔&lt;/p&gt;

&lt;p&gt;According to Microsoft, by 75% of workers who use digital productivity tools already rely on AI to assist them with their tasks.^(3) ^And since agents are much more flexible and customizable on the user level, they're going to play a much bigger role in our day-to-day activities than garden-variety AI chats.&lt;/p&gt;

&lt;p&gt;Now, not everyone may need a digital clone with the little quirks and idiosyncrasies. But a squad of AI experts collaborating on tasks and working alongside human teams? That's the future.&lt;/p&gt;

&lt;p&gt;Imagine delegating routine tasks like scheduling meetings, drafting emails, and generating reports to &lt;a href="https://www.taskade.com/wiki/taskade/ai-agents"&gt;AI agents&lt;/a&gt; so your "organic" team can focus on what they do best --- high-level, strategic work.&lt;/p&gt;

&lt;p&gt;Of course, even those use cases may turn out short-sighted.&lt;/p&gt;

&lt;p&gt;The integration of personal AI agents into daily life may seem futuristic now, but the shift is happening faster than we think. And as Bill Gates famously said, "We always overestimate the change that will occur in the next two years and underestimate the change that will occur in the next ten."&lt;/p&gt;

&lt;h2&gt;
  
  
  🚀 Final Thoughts: Harness Your Digital Twin for Maximum Efficiency
&lt;/h2&gt;

&lt;p&gt;As you can see, building an AI version of yourself opens a world of possibilities, both in business and personal life. Your avatar can streamline tasks, optimize workflows, and help make faster decisions. You can even deploy an entire team of agents that will collaborate with you and each other.&lt;/p&gt;

&lt;p&gt;So, are you ready for the future?&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.taskade.com/signup"&gt;Create a free Taskade account and build your AI team of the future! 🐑&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>productivity</category>
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