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README.md

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# UiPath Python SDK
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[![PyPI downloads](https://img.shields.io/pypi/dm/uipath.svg)](https://pypi.org/project/uipath/)
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[![PyPI - Version](https://img.shields.io/pypi/v/uipath)](https://img.shields.io/pypi/v/uipath)
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[![Python versions](https://img.shields.io/pypi/pyversions/uipath.svg)](https://pypi.org/project/uipath/)
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A Python SDK that enables programmatic interaction with UiPath Cloud Platform services including processes, assets, buckets, context grounding, data services, jobs, and more. The package also features a CLI for creation, packaging, and deployment of automations to UiPath Cloud Platform.
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Use the [UiPath LangChain SDK](https://github.com/UiPath/uipath-langchain-python) to pack and publish LangGraph Agents.
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Check out other [UiPath Integrations](https://github.com/UiPath/uipath-integrations-python) to pack and publish agents built with LlamaIndex, OpenAI Agents, Google ADK, and more.
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This [quickstart guide](https://uipath.github.io/uipath-python/) walks you through deploying your first agent to UiPath Cloud Platform.
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## Table of Contents
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- [Installation](#installation)
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- [Configuration](#configuration)
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- [Environment Variables](#environment-variables)
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- [Basic Usage](#basic-usage)
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- [Available Services](#available-services)
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- [Examples](#examples)
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- [Buckets Service](#buckets-service)
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- [Context Grounding Service](#context-grounding-service)
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- [Command Line Interface (CLI)](#command-line-interface-cli)
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- [Authentication](#authentication)
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- [Initialize a Project](#initialize-a-project)
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- [Debug a Project](#debug-a-project)
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- [Package a Project](#package-a-project)
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- [Publish a Package](#publish-a-package)
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- [Project Structure](#project-structure)
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- [Development](#development)
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- [Setting Up a Development Environment](#setting-up-a-development-environment)
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## Installation
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```bash
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pip install uipath
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```
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using `uv`:
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```bash
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uv add uipath
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```
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## Configuration
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### Environment Variables
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Create a `.env` file in your project root with the following variables:
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```
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UIPATH_URL=https://cloud.uipath.com/ACCOUNT_NAME/TENANT_NAME
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UIPATH_ACCESS_TOKEN=YOUR_TOKEN_HERE
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```
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## Basic Usage
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```python
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from uipath.platform import UiPath
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# Initialize the SDK
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sdk = UiPath()
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# Execute a process
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job = sdk.processes.invoke(
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name="MyProcess",
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input_arguments={"param1": "value1", "param2": 42}
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)
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# Work with assets
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asset = sdk.assets.retrieve(name="MyAsset")
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```
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## Available Services
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The SDK provides access to various UiPath services:
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- `sdk.processes` - Manage and execute UiPath automation processes
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- `sdk.assets` - Work with assets (variables, credentials) stored in UiPath
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- `sdk.buckets` - Manage cloud storage containers for automation files
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- `sdk.connections` - Handle connections to external systems
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- `sdk.context_grounding` - Work with semantic contexts for AI-enabled automation
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- `sdk.jobs` - Monitor and manage automation jobs
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- `sdk.queues` - Work with transaction queues
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- `sdk.tasks` - Work with Action Center
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- `sdk.api_client` - Direct access to the API client for custom requests
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## Examples
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### Buckets Service
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```python
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# Download a file from a bucket
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sdk.buckets.download(
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bucket_key="my-bucket",
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blob_file_path="path/to/file.xlsx",
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destination_path="local/path/file.xlsx"
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)
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```
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### Context Grounding Service
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```python
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# Search for contextual information
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results = sdk.context_grounding.search(
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name="my-knowledge-index",
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query="How do I process an invoice?",
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number_of_results=5
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)
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```
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## Command Line Interface (CLI)
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The SDK also provides a command-line interface for creating, packaging, and deploying automations:
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### Authentication
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```bash
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uipath auth
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```
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This command opens a browser for authentication and creates/updates your `.env` file with the proper credentials.
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### Initialize a Project
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```bash
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uipath init
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```
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The `uipath.json` file should include your entry points in the `functions` section:
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```json
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{
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"functions": {
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"main": "main.py:main"
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}
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}
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```
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Running `uipath init` will process these function definitions and create the corresponding `entry-points.json` file needed for deployment.
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For more details on the configuration format, see the [UiPath configuration specifications](specs/README.md).
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### Debug a Project
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```bash
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uipath run ENTRYPOINT [INPUT]
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```
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Executes a Python script with the provided JSON input arguments.
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### Package a Project
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```bash
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uipath pack
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```
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Packages your project into a `.nupkg` file that can be deployed to UiPath.
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**Note:** Your `pyproject.toml` must include:
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- A description field (avoid characters: &, <, >, ", ', ;)
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- Author information
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Example:
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```toml
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description = "Your package description"
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authors = [{name = "Your Name", email = "your.email@example.com"}]
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```
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### Publish a Package
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```bash
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uipath publish
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```
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Publishes the most recently created package to your UiPath Orchestrator.
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## Project Structure
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To properly use the CLI for packaging and publishing, your project should include:
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- A `pyproject.toml` file with project metadata
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- A `uipath.json` file with your function definitions (e.g., `"functions": {"main": "main.py:main"}`)
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- A `entry-points.json` file (generated by `uipath init`)
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- A `bindings.json` file (generated by `uipath init`) to configure resource overrides
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- Any Python files needed for your automation
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## Development
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### Tools
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Check out [uipath-dev](https://github.com/uipath/uipath-dev-python) - an interactive application for building, testing, and debugging UiPath Python runtimes, agents, and automation scripts.
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### Contributions
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Please read our [contribution guidelines](https://github.com/UiPath/uipath-integrations-python/blob/main/CONTRIBUTING.md) before submitting a pull request.
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