User Guide

Welcome to the Elsai Core User Guide v1.0.0. This section provides comprehensive documentation for the updated Elsai components and modules.

Components Overview

Large Language Models

• elsai-model: Enhanced LLM connectors with Gemini support, async OpenAI/Azure OpenAI, native AWS Bedrock, and LITELLM integration.

Document Processing

• elsai-ocr-extractors: Advanced OCR capabilities with AWS Textract, VisionAI, and new Mistral OCR support for text extraction from scanned documents and images.

Prompt Management

• elsai-prompts: Migrated to Elsai Foundry Prompt Manager for centralized prompt management with improved version control and traceability.

Cloud Integration

• elsai-cloud-connectors: Enhanced cloud operations with Microsoft Delta API and Outlook email integration for seamless cloud workflows.

Vector Database

• elsai-vectordb: Vector storage and retrieval with enhanced retriever integration for semantic search capabilities.

Getting Started

To get started with Elsai Core v1.0.0, we recommend beginning with elsai-model to understand the enhanced LLM capabilities, which form the foundation for most other components.