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What you will achieve in this quickstart guide:

Using the AI Agent Workbench

Chat to you AI Agent from a fully-managed Chainlit instance.

Easily prototype agents in the AI agent workbench

Quickstart - Workbench

xpander.ai

globe-pointer

code

slack

discord

book

graduation-cap

school

plug

note

Deploy AI Agents that think, act, and scale — across any stack, with zero lock-in

Welcome to xpander.ai

Get started with xpander.ai and build your first AI agent

Overview

Quickstart - CLI

Replace parts of your existing agent with xpander's backend capabilities

Instrument Your Agents

Get started with xpander.ai as a backend for your AI agents

Hello World Example

Learn how to enhance your agents with tools from different interfaces

Adding Tools to Agents

Learn how to create hierarchical constraints for your agents using the Agent Graph System

Agent Graph System (AGS)

Learn how to track, debug, and analyze your agent's operations using the Activity view

Agent Activity View

Learn how to fine-tune your agent's operations with advanced configuration options

Advanced Operation Settings

Learn how to configure your agent's core settings for optimal performance

Agent Settings Configuration

Learn how to create and manage multi-agent teams in xpander.ai

Multi-Agent Teams

Learn how to enforce agent transitions without a manager in xpander.ai

Sequential Agent Teams

Learn the fundamentals of agent state management

Agent State Basics

Learn how to manage stateful conversations and agent messages

Thread & Messages Management

Learn how to create and deploy AI agents as Slack bots

Slack Bots

Build and customize web interfaces for your AI agents

Web UI (User Interface)

Use your favorite MCP client with xpander.ai's Agentic Interfaces and AI Agents

Model Context Protocol (MCP) Integration

Connect external systems to your agents using webhook endpoints

Webhooks

Step-by-step guides to build powerful AI agents

Tutorials

Build a ready-to-deploy agent to transform text into structured in minutes

Transform Text into Structured Output

Quick guide to programmatically build and run your first xpander.ai agent

Building a Hello World Agent

Build a ready-to-deploy multi-agent system to detect and broadcast outages in minutes

Multi-Agent Outage Manager

Create and optimize a GitHub MCP Server with Agentic RAG

Supercharge Your IDE with MCP

Hands-on workshops to build advanced AI agent solutions

Workshops

Overview of xpander.ai development packages

xpander.ai SDK Ecosystem

XpanderClient API Reference for the xpander SDK

XpanderClient

Agent class API reference for the xpander SDK

Agent

Messages API reference for the xpander SDK

Agent.Messages

Agent.Tools

Task management API reference for the xpander SDK

Tasks API

Working with agent graphs in the xpander SDK

Agent Graph System API

Data models for working with tools in the xpander.ai SDK

Tool Models

LLMTokens

LLMMetrics

ExecutionMetrics

Connect your AI agents to powerful apps and services. Build document-aware, communication-enabled AI agents with xpander.ai's app integrations.

AI Agent App Integrations

Learn how to integrate AI agents with Asana using xpander.ai. Create intelligent workflows that automate routine tasks, assign responsibilities, and provide real-time insights to enhance team productivity and decision-making.

Asana

Learn how to integrate AI agents with Calendly using xpander.ai. Create intelligent scheduling workflows that automatically coordinate meetings, personalize communication, and adapt to real-time changes.

Calendly

Learn how to integrate AI agents with ClickUp using xpander.ai. Create automated workflows that leverage AI to streamline task management, generate smart task summaries, and boost team productivity.

Clickup

Learn how to integrate AI agents with Confluence using xpander.ai. Create intelligent workflows that automate documentation, generate dynamic content, and surface relevant knowledge across your Confluence spaces using AI-powered agents.

Confluence

Learn how to integrate AI agents with Datadog using xpander.ai. Create intelligent observability workflows that automatically detect anomalies, correlate incidents across your stack, and trigger remediation actions.

Datadog

Learn how to integrate AI agents with Dropbox using xpander.ai. Create intelligent agents that automatically organize, analyze, and act on your files, whether it's summarizing documents, tagging images, or triggering actions based on file updates.

Dropbox

Learn how to integrate AI agents with Fibery using xpander.ai. Create intelligent workflows that automate routine tasks, extract actionable insights from unstructured data like customer feedback, and trigger updates across your workspace.

Fibery

Learn how to integrate AI agents with GitHub Actions Manager using xpander.ai. Create dynamic, event-driven workflows where agents can trigger, monitor, and manage Actions workflows in real time.

Github Actions Manager

Learn how to integrate AI agents with GitHub Issues Manager using xpander.ai. Create intelligent automation pipelines that monitor, generate, and triage issues in real time.

Github Issues Manager

Learn how to integrate AI agents with GitHub Search Manager using xpander.ai. Create intelligent workflows that dynamically query GitHub repositories, issues, and codebases based on contextual prompts.

Github Search Manager

Learn how to integrate AI agents with GitLab using xpander.ai. Create automated workflows that enhance your CI/CD pipelines, streamline code reviews, and boost project management efficiency.

Gitlab

Learn how to integrate AI agents with Google Analytics using xpander.ai. Create intelligent, data-aware agents that can autonomously analyze, interpret, and act on your website's traffic and user behavior data.

Google Analytics

Learn how to integrate AI agents with Google BigQuery using xpander.ai. Create intelligent workflows that automatically query, analyze, and act on large-scale datasets.

Google BigQuery

Learn how to integrate AI agents with Google Calendar using xpander.ai. Create intelligent workflows that automatically schedule meetings, manage availability, send reminders, and adjust events in real-time based on contextual data.

Google Calendar

Learn how to integrate AI agents with Google Docs using xpander.ai. Create intelligent workflows that automatically analyze, summarize, and generate content within your documents.

Google Docs

Learn how to build AI agents with Google Drive access using xpander.ai. Create intelligent document-aware AI assistants that can read, write, organize, and analyze files automatically.

Google Drive

Learn how to integrate AI agents with Google Forms using xpander.ai. Create dynamic, intelligent forms that can automatically analyze responses, provide personalized follow-ups, and streamline data collection.

Google Forms

Learn how to integrate AI agents with Google Gmail using xpander.ai. Create automated workflows that streamline your email management, enhance productivity with smart replies, and personalize customer interactions by leveraging AI-driven insights.

Google Gmail

Learn how to integrate AI agents with Google Sheets using xpander.ai. Create intelligent workflows that automate data analysis, trigger actions based on cell values, and enable natural language interaction with your spreadsheets.

Google Sheets

Learn how to integrate AI agents with Google Tasks using xpander.ai. Create intelligent task workflows that automatically add, update, or complete tasks based on triggers from your apps, conversations, or calendar events.

Google Tasks

Learn how to integrate AI agents with HubSpot Blogs using xpander.ai. Create intelligent, automated content workflows that personalize blog posts, optimize SEO in real-time, and schedule publishing based on audience engagement trends.

HubSpot Blogs

Learn how to integrate AI agents with HubSpot CRM using xpander.ai. Create intelligent workflows that automatically engage leads, update contact records, and trigger personalized follow-ups based on real-time customer interactions.

HubSpot CRM

Learn how to integrate AI agents with Intercom using xpander.ai. Create intelligent, automated workflows that seamlessly connect your AI agent with Intercom's chat, inbox, and help center features to provide instant, context-aware support across your customer journey.

Intercom

Learn how to integrate AI agents with Jira using xpander.ai. Create intelligent workflows that automatically assign tasks, analyze issue trends, generate reports, and trigger actions based on project activity.

Jira

Learn how to integrate AI agents with Linear using xpander.ai. Create automated workflows that can triage issues, assign tasks based on workload, update statuses in real-time, and generate progress summaries—streamlining your entire development pipeline.

Linear

Learn how to integrate AI agents with MeetGeek using xpander.ai. Create intelligent meeting assistants that automatically capture, summarize, and share key discussion points by leveraging MeetGeek's advanced transcription and integration capabilities.

MeetGeek

Learn how to integrate AI agents with Monday using xpander.ai. Create intelligent workflows that automatically assign tasks, prioritize requests, and resolve issues by embedding AI-driven decision-making directly into your Monday boards.

Monday

Learn how to integrate AI agents with Notion using xpander.ai. Create intelligent workflows that automate tasks, generate content, summarize notes, and enhance decision-making.

Notion

Learn how to integrate AI agents with PagerDuty using xpander.ai. Create intelligent workflows that automatically detect incidents, analyze their impact, and trigger the appropriate on-call responders.

PagerDuty

Learn how to integrate AI agents with Recall.ai using xpander.ai. Create intelligent, real-time meeting assistants that can join calls across Zoom, Google Meet, and Microsoft Teams, transcribe conversations live.

Recall.ai

Learn how to integrate AI agents with Slack using xpander.ai. Create seamless workflows that automate repetitive tasks, provide instant insights, and enhance team collaboration by leveraging AI-powered assistants directly within your Slack channels and conversations.

Slack

Learn how to integrate AI agents with StatusPage using xpander.ai. Create automated workflows that detect incidents, trigger real-time updates, and communicate seamlessly with users through your customized status page.

Statuspage

Learn how to integrate AI agents with Supabase Database using xpander.ai. Create intelligent applications where agents can query, update, and respond to real-time data events using Supabase’s PostgreSQL backend.

Supabase Database

Learn how to integrate AI agents with Supabase using xpander.ai. Create intelligent, data-driven applications that leverage Supabase’s real-time PostgreSQL database, authentication, and storage features.

Supabase

Learn how to integrate AI agents with Tomorrow.io using xpander.ai. Create intelligent, weather-aware systems that dynamically adjust operations according to real-time climate data.

Tomorrow.io

Learn how to integrate AI agents with Twilio using xpander.ai. Create intelligent communication workflows that can autonomously handle customer interactions via SMS, voice, or WhatsApp—powered by real-time AI decision-making.

Twilio

Learn how to integrate AI agents with Zapier using xpander.ai. Create powerful, automated workflows that allow your AI agents to trigger actions, respond to events, and orchestrate tasks across thousands of apps.

Zapier

Learn how to integrate AI agents with Zendesk using xpander.ai. Create seamless, automated customer interactions that enhance support efficiency, reduce response times, and deliver personalized experiences by leveraging AI-powered chatbots and smart ticket routing.

Zendesk

Learn how to integrate AI agents with Zoho using xpander.ai. Create intelligent, low-code applications on Zoho Creator that leverage AI-driven automation, enabling your agents to analyze data, trigger workflows, and interact with customers seamlessly across your Zoho ecosystem.

Zoho

Learn how to integrate AI agents with Zoom using xpander.ai. Create intelligent virtual assistants that can join meetings, transcribe conversations, provide real-time insights, and automate follow-up actions seamlessly.

Zoom

Build Better AI Agents with the Agent Graph System and Agentic Interfaces

Design AI agents visually and choose between serverless or custom LLM deployment

Build AI agents

Guide to using xpander SDK with your own LLM deployment

Bring Your Own LLM

Integrating local tools in xpander for secure file operations

Local Tools Guide

A powerful builder with a focus on Agentic actions and graph enforcement 

Agent Builder Basics

Agent Graph System

Topics are areas or domains that your AI Agent can work within

Topics

Sources and triggers

Introduction

Generate your own custom interfaces to any system

Custom Agentic Interfaces

What is an AI Agent

Agent Builder

Agentic Interfaces

Sources and Triggers

Serverless AI Agents

Custom AI Agents

Getting started

How to use the xpander AI SDK to work with tools and function calling

SDK Function Calling

How to use local functions with the xpander AI SDK

SDK Local Functions

How to run an agent with the xpander AI SDK

Full example

Gets all tools / function calling available for the agent

Get Tools

Invokes a specific tool / function on the xpander.ai agent with given parameters.

Introduction

Quickstart

Backend for Agents

AI Agent Workbench

AI State Management

Human Interfaces

Quickstart - Workbench

What you will achieve in this quickstart guide:

Using the AI Agent Workbench

Chat to you AI Agent from a fully-managed Chainlit instance.

Introduction

Quickstart

Backend for Agents

AI Agent Workbench

AI State Management

Human Interfaces

​What you will achieve in this quickstart guide:

​Using the AI Agent Workbench

​Chat to you AI Agent from a fully-managed Chainlit instance.

What you will achieve in this quickstart guide:

Using the AI Agent Workbench

Chat to you AI Agent from a fully-managed Chainlit instance.