Teammately

Teammately is an autonomous AI agent designed to self-iterate AI products, models, and agents, pursuing your goals in ways that a human alone couldn't achieve.

This tool aims to assist throughout different phases of AI development as a 'teammate'. It helps with prompt and RAG engineering, model selection and tuning, test case creation, quality assessment, and post-production monitoring.

When beginning a project, the tool uses your initial objective to create the first draft of the prompt text and the LLM architecture. It can also generate test cases for consistent evaluation of multiple development options within the LLM architecture.

Teammately's AI has the capability to generate input text datasets based on your prompt and generation logic. A key feature is its ability to develop custom metrics tailored to each situation, enhancing the quality of evaluations.

The tool is designed to simulate generation results from input test cases, evaluate these based on the generated metric instructions, and then analyze and display the results for human review.

Furthermore, the tool suggests LLM architectures, identifies missing information, helps review alternative strategies, evaluates them, and provides final rankings based on data and narrative reports.