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Coded agents

From code to cognition—build enterprise agents on your own terms

Build agents with supported frameworks, deploy, and scale securely.

Start building

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Overview
LangGraph Agents
LlamaIndex Agents
Resources

By the numbers:

99%

enterprise developers exploring AI agents

IBM, 2025

78%

have active plans to go live soon

LangChain, 2024

96%

cite security as top concern

The Times, 2025

Overview: your agent flavors

Build

Run

Build

Run

Build

Run

Build

Run

Agent Builder

Drag-and-drop canvas to create low-code agents directly inside UiPath

UiPath

Coded Agents

Write agents in any supported frameworks, then let UiPath run and govern them

External

UiPath

External Agents

Plug in agents you already have via API and orchestrate them in UiPath Maestro

External

Why you will love coded agents

Fast to production

One CLI command packages your code, and UiPath hosts, scales, and monitors it right away. No servers to manage and no DevOps wait.

Code in Python your way

Build with Python using LangChain or LlamaIndex while keeping full ownership of your repository and workflow.

Governance built in

Every run is fully logged, can pause for human approval, and follows enterprise security and compliance rules.

LangGraph Agents

Build chain-of-thought, tool-calling agents in LangGraph and run them on UiPath in a single command.

“We’ve seen a key part of this be AI observability, and we’re excited to integrate LangSmith with UiPath to help even more builders ship agents with confidence.”

Harrison Chase

CEO, LangChain

Why LangGraph + UiPath?

Plan and act autonomously

Orchestrate multiple tools and re-plan at every step.

Ship with a single CLI command

Package and publish your LangGraph graph to UiPath without touching the codebase.

See every thought

LangSmith-style traces show each planner step, tool call, and token for deep debugging.

Add policy and approvals

Drop human-in-the-loop checkpoints and automated gates into even the most complex plans.

Deploying LangGraph agents to UiPath for enterprise-grade agentic automation

Read the full blog on LangGraph + UiPath

Explore the Integration Docs

LlamaIndex Agents

Turn your documents into high-accuracy retrieval agents with LlamaIndex, then ship them at enterprise scale on UiPath.

“With this integration, you can not only use LlamaIndex + LlamaCloud to build high-accuracy, deeply custom agents over your documents, but you can also plug directly into UiPath’s complex workflows, gaining enterprise-grade governance and observability alongside pro-dev flexibility.”

Jerry Liu

CEO, LlamaIndex

Why LlamaIndex + UiPath?