LLMWare is coherent, high-quality, integrated, organized in an open system that provides the foundation for building LLM-applications, which include many of the core objects for developers to get started instantly.
“By enabling businesses to build custom LLM-based applications with their private documents in just a few lines of code, LLMWare simplifies the development process and reduces time-to-value.”
“LLMWare’s emergence in the market signifies a pivotal moment for enterprise AI. It streamlines LLM-based application development, making it accessible and scalable for businesses.”
Foundational Capabilities for Every Project
Works out of the box. Just copy and paste the sample code to start building.
A Library that Connects to Your Data
Parsing – Automated, accurate, high-performance document parsers. Integrated OCR capability to process embedded images in PDFs.
Embeddings – Encode your data with state-of-the-art models; pick the right one for your data.
Graph - Visual representation of connections and linked concepts of your data across a library.
DataSets - Package library data into one of 16+ out-of-the-box datasets for model training.
Generative AI with Your Choice of LLMs
Model Catalog, Classes & Repo – Select from catalog of popular open-source models to work with. Manage models through a framework that abstracts the complexities and allows you to swap between models easily.
Audit & Analytics – Out-the-box-connectors to popular open model such as OpenAI, Google, Anthropic, and Facebook.
Audit & Analytics – Automatically capture, track, and evaluate AI output results, based on evidence, and multi-faceted error checking, with common support across all models.
pip install llmware in minutes
Install llmware and start building llm-based apps in just a few minutes