Agent Knowledge & Memory

June 24, 2026 · View on GitHub


Table of Contents


Overview

Agent knowledge is the information your custom AI agents use to provide contextual, accurate responses. It combines pre-trained AI capabilities with your own data — documents, URLs, projects, and media — to create agents that truly understand your business.

Workspace DNA connection: Knowledge is what transforms a generic AI into a specialist. The more knowledge you add, the richer your Workspace DNA becomes, and the smarter all your Taskade Genesis apps get.


Explore the Knowledge Tab

StepAction
1Go to the Agents tab
2Click the three dots (⋯) next to your agent
3Select Edit agent
4Open the Knowledge tab

The Knowledge tab shows all sources your agent has been trained on, with options to add, remove, and manage sources.


Train Your Agent

Supported Knowledge Sources

Source TypeFormats / TypesHow It's Used
DocumentsPDF, CSV, TXT, DOCX, MD, PPTX, XLSX, EPUBFull text extraction and indexing
Web URLsAny web page, blog post, documentation pageContent scraped and indexed
YouTube videosVideo URLsTranscript extracted and indexed
Social contentTweets, Reddit posts, news articlesContent extracted and indexed
Cloud filesGoogle Drive, Dropbox, Box, OneDriveFile content pulled and indexed
Taskade projectsAny project in your workspaceLive, dynamic knowledge (updates automatically)
Manual sourcesMarkdown or plain text created in the Knowledge tabDirect knowledge injection

Training Methods

Upload Documents

StepAction
1Open the Knowledge tab
2Drag & drop files directly, or click Add Media
3Select files from your device
4Files are processed and indexed automatically

Supported document formats:

FormatBest For
PDFBrand guidelines, reports, manuals, legal docs
CSV / XLSXCustomer data, product catalogs, pricing tables
DOCXProcedures, policies, templates
TXT / MDPlain text knowledge, FAQ answers, notes
PPTXPresentations, training materials
EPUBBooks, long-form content

Use Web Resources

StepAction
1Click Add Media in the Knowledge tab
2Paste a URL (web page, YouTube video, cloud file link)
3Content is scraped/transcribed and indexed
Resource TypeWhat Gets Indexed
Web pagesFull page text content
YouTube videosFull video transcript
Google Drive filesDocument text content
Dropbox / Box / OneDrive filesDocument text content
Blog postsArticle text and metadata
TweetsTweet text and thread
Reddit postsPost and top comments
News articlesFull article text

Create Sources Manually

StepAction
1Open the Knowledge tab
2Click "Create Source"
3Write or paste Markdown/plain text directly
4Save — the source is immediately available to your agent

Tip: Use manual sources for FAQ answers, custom instructions, edge case handling, or information not available in any file.

Dynamic Knowledge (Projects)

Connect Taskade projects as living knowledge sources that update automatically:

StepAction
1Open the Knowledge tab
2Click Add MediaAdd from Workspace
3Select one or more projects
4Projects become live knowledge — agent always has the latest data

Dynamic = real-time. When you update a project, the agent's knowledge updates automatically. No re-upload needed.


Bulk Training

Upload multiple sources simultaneously:

MethodHow
Multi-file uploadSelect multiple files in the file picker
Multi-project connectSelect multiple projects from your workspace
Multi-URL pasteAdd multiple links at once
Drag & drop batchDrag a folder or multiple files into the Knowledge tab

Look Up References

When your agent responds, it shows which sources it referenced:

FeatureDetail
Source citationsChat displays which knowledge sources were used
Preview capabilityClick a citation to preview the source content
TransparencyUsers can verify agent responses against source material

Projects used as agent knowledge show backlinks indicating which agents reference them:

FeatureDetail
Backlink indicatorProjects display a badge showing connected agents
Bi-directional awarenessSee which agents use a project, and which projects an agent uses
Impact visibilityKnow which agents are affected when you edit a project

Tip: Backlinks help you maintain knowledge integrity. Before editing a project, check its backlinks to understand which agents depend on it.


What Projects Expose to Agents

When a project is connected as knowledge, agents can access:

AccessibleNot Accessible
Text content (tasks, notes, descriptions)Uploaded file attachments within the project
Block structure (headings, lists, checklists)Comments on tasks
Due datesEmbedded links within task descriptions
Assignee informationReactions (emojis)
Timer dataChat messages in the project
Custom field values
Labels and tags

Knowledge Best Practices

PracticeWhyExample
Start with your most-used docsHighest ROI knowledge sourcesFAQ doc, product guide, pricing sheet
Use projects for dynamic dataAlways up-to-date, no re-uploadingCustomer list project, inventory project
Create manual sources for gapsFill knowledge holes quicklyEdge case handling, tone guidelines
Organize by topicHelps agent find relevant info fasterSeparate "Product" and "Pricing" sources
Update regularlyStale knowledge = wrong answersQuarterly review of all knowledge sources
Test with real questionsVerify agent uses knowledge correctlyAsk questions you know the answers to
Use backlinks to auditUnderstand cross-dependenciesCheck before editing shared projects
Upload diverse formatsDifferent formats capture different knowledgePDFs for detail, CSVs for data, URLs for current info

What's Next

GuideWhat You'll Learn
Tools for AI AgentsAdd action capabilities to your agents
Custom AI AgentsBuild and configure agents from scratch
Multi-AgentsCreate teams of agents with shared knowledge
Projects & DatabasesStructure data for optimal agent training
Adding Genesis ContextUpload context for Genesis app creation