This repository provides Python SDKs and clients for interacting with LlamaCloud's suite of AI-powered services, including document parsing, report generation, and data extraction. It targets developers building applications that leverage large language models (LLMs) for tasks like agent-based systems and Retrieval-Augmented Generation (RAG), offering a managed cloud solution for complex data processing.

How It Works

The project offers SDKs for three core services: LlamaParse for advanced document parsing, LlamaReport for automated report building, and LlamaExtract for structured data transformation. These services are accessed via API keys, abstracting away the underlying LLM infrastructure and providing a managed, cloud-based solution for developers.

Quick Start & Requirements

• Install the package: pip install llama-cloud-services
• Requires a LlamaCloud API key.
• Official documentation: https://docs.llamaindex.ai/en/stable/community/integrations/cloud/llamacloud/

Highlighted Details

• LlamaParse: GenAI-native document parser for complex data.
• LlamaReport: Beta/invite-only agentic report builder.
• LlamaExtract: Agentic data extractor to JSON.
• Supports EU region deployment via EU_BASE_URL.

Maintenance & Community

• Project is part of the LlamaIndex ecosystem.
• Contact link for LlamaCloud available.

Licensing & Compatibility

• License not specified in the README.
• Compatibility for commercial use or closed-source linking is not detailed.

Limitations & Caveats

LlamaReport is currently in beta and requires an invite. The specific licensing terms and commercial use restrictions are not detailed in the provided README.