September 2024 Release Notes

New Features

We're excited to announce several new features and improvements in this release of Lleverage. These updates enhance your workflow management, data handling, and overall platform usability.

Vector Stores

We've introduced Vector Stores to help you manage and query vector embeddings directly within your workflows. Each client automatically gets a dedicated Postgres Vector Database, and you can now upload documents such as PDFs, CSVs, Word docs, and PowerPoints to generate vectors using OpenAI's embeddings model.

• Automatic vectorization of uploaded documents (PDF, CSV, DOCX, PPTX)

• Integration with Unstructured.io for document preprocessing, chunking, and summarization

• Seamless integration with the Vector Store Similarity Search node, allowing for efficient semantic search and retrieval

Data Sets

Introducing Data Sets to easily manage tabular data within your workflows. You can now upload CSV files or manually enter data into structured tables that can be used for bulk testing, few-shot learning, or passing structured data into your workflows.

• Upload tabular data through CSV or manual entry

• Use data sets for bulk testing, batch processing, or as X-shot examples to guide model outputs

• Easily integrate data sets into your workflows for automation and AI-driven tasks

Projects

With this release, we're introducing Projects as a new way to organize your work in Lleverage. Projects help you manage workflows, prompts, vector stores, data sets, connections, and more, all within a specific container that keeps resources and teams isolated.

• Create and manage multiple projects within your organization

• Invite team members to collaborate on specific projects with role-based access control

• Projects come with their own connections, secrets, and environment variables to keep resources organized

Horizontal Canvas Design

We've revamped the workflow Canvas Design with a new horizontal layout! This update makes it easier to build, view, and manage complex workflows, especially when working with multiple nodes and chains of logic.

• Enhanced horizontal canvas for a clearer, more intuitive view of workflows

• Improved node linking and navigation, making it easier to visualize and manage large workflows

• Optimized for smoother scrolling and node arrangement, helping you keep workflows organized as they scale

These new features and improvements are designed to give you more control, better organization, and enhanced usability within the Lleverage platform. As always, we look forward to hearing your feedback and helping you leverage these tools to build more powerful AI-driven workflows.

The Lleverage Team

Posted: September 18, 2024 Version: 0.3.0