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It provides programmatic interaction with UiPath Cloud Platform services and human-in-the-loop (HITL) semantics through Action Center integration.\n\nThis package is an extension to the [UiPath Python SDK](https://github.com/UiPath/uipath-python) and implements the [UiPath Runtime Protocol](https://github.com/UiPath/uipath-runtime-python).\n\nCheck out these [sample projects](https://github.com/UiPath/uipath-llamaindex-python/tree/main/samples) to see the SDK in action.\n\n## Requirements\n\n-   Python 3.11 or higher\n-   UiPath Automation Cloud account\n\n## Installation\n\n```bash\npip install uipath-llamaindex\n```\n\nusing `uv`:\n\n```bash\nuv add uipath-llamaindex\n```\n\n## Configuration\n\n### Environment Variables\n\nCreate a `.env` file in your project root with the following variables:\n\n```\nUIPATH_URL=https://cloud.uipath.com/ACCOUNT_NAME/TENANT_NAME\nUIPATH_ACCESS_TOKEN=YOUR_TOKEN_HERE\n```\n\n## Command Line Interface (CLI)\n\nThe SDK provides a command-line interface for creating, packaging, and deploying LlamaIndex Agents:\n\n### Initialize a Project\n\n```bash\nuipath init\n```\n\nRunning `uipath init` will process the workflow definitions in the `llama_index.json` file and create the corresponding `entry-points.json` file needed for deployment.\n\nFor more details on the configuration format, see the [UiPath configuration specifications](https://github.com/UiPath/uipath-python/blob/main/specs/README.md).\n\n### Authentication\n\n```bash\nuipath auth\n```\n\nThis command opens a browser for authentication and creates/updates your `.env` file with the proper credentials.\n\n### Debug a Project\n\n```bash\nuipath run WORKFLOW [INPUT]\n```\n\nExecutes the agent with the provided JSON input arguments.\n\n### Package a Project\n\n```bash\nuipath pack\n```\n\nPackages your project into a `.nupkg` file that can be deployed to UiPath.\n\n**Note:** Your `pyproject.toml` must include:\n\n-   A description field (avoid characters: \u0026, \u003c, \u003e, \", ', ;)\n-   Author information\n\nExample:\n\n```toml\ndescription = \"Your package description\"\nauthors = [{name = \"Your Name\", email = \"your.email@example.com\"}]\n```\n\n### Publish a Package\n\n```bash\nuipath publish\n```\n\nPublishes the most recently created package to your UiPath Orchestrator.\n\n## Project Structure\n\nTo properly use the CLI for packaging and publishing, your project should include:\n\n-   A `pyproject.toml` file with project metadata\n-   A `llama_index.json` file with your workflow definitions (e.g., `\"workflows\": {\"agent\": \"main.py:agent\"}`)\n-   A `entry-points.json` file (generated by `uipath init`)\n-   A `bindings.json` file (generated by `uipath init`) to configure resource overrides\n-   Any Python files needed for your automation\n\n## Development\n\n### Developer Tools\n\nCheck out [uipath-dev](https://github.com/uipath/uipath-dev-python) - an interactive terminal application for building, testing, and debugging UiPath Python runtimes, agents, and automation scripts.\n\n### Setting Up a Development Environment\n\nPlease read our [contribution guidelines](https://github.com/UiPath/uipath-llamaindex-python/blob/main/CONTRIBUTING.md) before submitting a pull request.\n\n### Special Thanks\n\nA huge thank-you to the open-source community and the maintainers of the libraries that make this project possible:\n\n- [LlamaIndex](https://github.com/run-llama/llama_index) for providing a powerful framework for building stateful LLM applications.\n- [OpenInference](https://github.com/Arize-ai/openinference) for observability and instrumentation support.\n- [Pydantic](https://github.com/pydantic/pydantic) for reliable, typed configuration and validation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuipath%2Fuipath-llamaindex-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fuipath%2Fuipath-llamaindex-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuipath%2Fuipath-llamaindex-python/lists"}