Introduction

Welcome to IPWorks LLM, a suite of classes for building applications powered by large language models. The toolkit includes classes for the OpenAI, Anthropic, and Google Gemini APIs, including services that implement any of those APIs. Chat, streaming, tool calling, and embeddings are available where supported by the selected service.

The toolkit also creates and validates Content Credentials. It signs assets with a C2PA Manifest that records who produced the content, with which tool, and whether generative AI was involved, and validates those manifests on the receiving side, including certificate chain and content binding checks.

Included Classes

Anthropic Provides direct access to the Anthropic Claude Messages API for sending and streaming messages, working with content blocks and tools, counting tokens, and listing models.
C2PASigner Creates a C2PA Manifest, signs it, and embeds it into an asset.
C2PAVerifier Extracts and validates the C2PA Manifests embedded in an asset.
CertMgr The CertMgr class is used to create, read, and manage certificates.
Gemini Provides an easy way to generate content with, create embeddings from, and list models of the Google Gemini API.
LLMClient Provides one API for conversations and tool calls across services implementing the OpenAI, Anthropic, or Google Gemini API. It can also create embeddings, count tokens, and list models, depending on the provider.
OpenAI Provides an easy way to chat with, embed text with, and list models from OpenAI and any OpenAI-compatible Chat Completions endpoint.

Additional Information

You will always find the latest information about IPWorks LLM at our web site: www.nsoftware.com. We offer free, fully-functional 30-day trials for all of our products, and our technical support staff are happy to answer any questions you may have during your evaluation.

Please direct all technical questions to support@nsoftware.com. To help support technicians assist you as quickly as possible, please provide a detailed and accurate description of your problem, the results you expected, and the results that you received while using our product. For questions about licensing and pricing, and all other general inquiries, please contact sales@nsoftware.com.

Thank You!

Thank you for choosing IPWorks LLM for your development needs. We realize that you have a choice among development tools, and that by choosing us you are counting on us to be a key component in your business. We work around the clock to provide you with ongoing enhancements, support, and innovative products; and we will always do our best to exceed your expectations!