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Teammately

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About

Teammately is an AI tool designed as an autonomous agent to facilitate the DevOps cycle in LLM-based AI development. It focuses on several key aspects such as prompt and RAG engineering, model selection and tuning, test case preparation, quality evaluation, and post-production monitoring. The tool allows users to initiate projects by providing an objective, after which it drafts the initial prompt text and the architecture associated with LLM. Teammately generates test cases for consistent evaluation against various development options and creates tailored evaluation metrics that can better suit specific needs compared to traditional methods. It evaluates original plans and alternative plans by simulating generation outcomes, analyzing results, and providing improvement suggestions. Finally, it judges the final rankings of each plan, guiding users towards the best solution. Overall, Teammately aims to enhance the efficiency and quality of LLM-based AI projects.

Platform

Keywords

ai development llm devops evaluation metrics

Task

Features

• custom evaluation metrics

• autonomous devops handling

• final rankings and decision guidance

• analysis of alternative plans

• visualization of results for human review

• test case generation and evaluation

• model selection and tuning

• prompt and rag engineering

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