Omni-NLI Server

Example Use Cases

• 1

  Verify if generated content is supported by facts to mitigate hallucinations.

• 2

  Check consistency between pieces of text, such as chatbot responses or summaries.

• 3

  Implement a verification layer in AI-based applications using natural language inference.

Description

Omni-NLI is a scalable, configurable server that offers natural language inference (NLI) to determine the relationship between premise and hypothesis texts. It supports multiple backends including Ollama, HuggingFace, and OpenRouter, and provides confidence scores and optional reasoning traces for explainability. The server can be used as a stateless microservice or as an MCP server for AI agents to verify AI-generated content and mitigate hallucinations.