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GitHub - ask-fini/paramount: Agent accuracy measurements for LLMs

Jun 13, 2024 - github.com
Paramount is a tool that allows expert agents to evaluate AI chats, enabling quality assurance, ground truth capturing, and automated regression testing. It operates completely offline in a private environment, allowing users to evaluate recordings and track accuracy improvements over time. The tool requires installation and decoration of the AI function, after which the Paramount UI can be launched to evaluate results.

The tool also requires a configuration setup, which is done via the `paramount.toml` configuration file. This file defines which input and output parameters represent the chat list used in the LLM. Paramount also offers deeper configuration instructions for developers and can be containerized and deployed using Docker. The project is under GPL License for individuals, while companies with more than 1000 invocations per month or over 100 employees require a commercial license.

Key takeaways:

  • Paramount is a tool that allows expert agents to evaluate AI chats for quality assurance, ground truth capturing, and automated regression testing.
  • It operates completely offline in a private environment, allowing SMEs to evaluate recordings and track accuracy improvements over time.
  • Paramount requires a configuration file, 'paramount.toml', to define input and output parameters representing the chat list used in the LLM.
  • The project is under GPL License for individuals, but companies with more than 1000 invocations per month or over 100 employees require a commercial license.
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