Elsai Release Notes#

Release Date: July 2025

What’s New#

Elsai Cloud

  • Microsoft Outlook Integration: Introduced a new service to send emails with attachments and rich HTML formatting using the Microsoft Graph API.

  • Microsoft Delta API Support: Added integration for tracking incremental changes in Outlook, OneDrive, and SharePoint data.

Elsai OCR Extractors

  • Mistral OCR: Added support for the Mistral OCR engine to handle complex document layouts.

  • Amazon Boto3 Connector: Introduced native connectors for AWS services using the Boto3 SDK with both synchronous and asynchronous modes.

  • Amazon Textractor: Integrated AWS Textract for document analysis, supporting both sync and async workflows.

Elsai Model

  • Gemini Model Integration: Added support for Google’s Gemini model with full multimodal generation capabilities.

  • LITELLM Integration: Unified interface to support multiple LLM providers through LITELLM, offering a consistent API experience.

  • Async OpenAI & Azure OpenAI: Released asynchronous versions of OpenAI and Azure OpenAI connectors to support high-throughput inference.

What’s Changed#

Elsai Prompts

  • Pezzo to Elsai Foundry Migration: Prompts are now managed within Elsai Foundry, offering centralized version control, better traceability, and improved lifecycle management.

Elsai VectorDB

  • Retriever Compatibility: Introduced as_retriever() method, enabling vector stores to integrate seamlessly with Elsai’s Retriever module for RAG (Retrieval-Augmented Generation) workflows.

Elsai Model

  • Amazon Bedrock Optimization: Migrated from LangChain to a native Boto3 implementation, resulting in reduced latency and lower dependency overhead for Bedrock-based models.

Elsai OCR Extractors

  • VisionAI Enhancements: Improved document extraction performance with support for both sync and async processing, plus configurable batch sizes.

  • Azure Document Intelligence Update: Enhanced flexibility by accepting additional keyword arguments for better customization of extraction behavior.

How to Upgrade#

From v0.1.0 to v1.0.0:

pip install --upgrade --index-url https://elsai-core-package.optisolbusiness.com/root/elsai-model/ elsai-model==1.0.0
pip install --upgrade --index-url https://elsai-core-package.optisolbusiness.com/root/elsai-ocr-extractors/ elsai-ocr-extractors==1.0.0
pip install --upgrade --index-url https://elsai-core-package.optisolbusiness.com/root/elsai-prompts/ elsai-prompts==1.0.0
pip install --upgrade --index-url https://elsai-core-package.optisolbusiness.com/root/elsai-cloud-connectors/ elsai-cloud==1.0.0
pip install --upgrade --index-url https://elsai-core-package.optisolbusiness.com/root/elsai-vectordb/ elsai-vectordb==1.0.0