[Feature Request] AutoRAG RaaS Clinet

[hongsw]

Is your feature request related to a problem? Please describe.
A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]

Describe the solution you'd like

AutoRAGClient: RAG Pipeline Management Client

Purpose

AutoRAGClient is a client library designed to simplify the creation and management of RAG (Retrieval-Augmented Generation) pipelines through a REST API interface.

Key Features

1. Project Management

   • Create new RAG projects
   • Manage documents within projects
   • Project-level configuration

2. Document Processing

   • Support for multiple file formats (PDF, TXT, CSV, MD)
   • Batch file uploads with pattern matching
   • File tracking and management

3. Embedding Management

   • Generate vector embeddings for documents
   • Flexible vector storage options
   • Automatic embedding model selection

4. RAG Pipeline Operations

   • Create and manage RAG pipelines
   • Question-answering capabilities
   • Context retrieval and results management

Technical Details

• Asynchronous HTTP client (using aiohttp)
• Context manager support (async with syntax)
• Environment-based configuration
• Integrated logging system
• Error handling and API error abstractions

Usage Example

Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.

Additional context
Add any other context or screenshots about the feature request here.