Not Diamond is an advanced AI model routing platform designed to optimize the performance and cost-efficiency of applications utilizing large language models (LLMs. By intelligently selecting the most suitable LLM for each specific input, Not Diamond enhances response quality, reduces latency, and lowers operational costs. This adaptive system continuously learns from user feedback, ensuring personalized and efficient AI interactions.
Key Features:
- Intelligent Model Routing: Utilizes evaluation data to determine the optimal LLM for each query, improving accuracy and efficiency.
- Automatic Prompt Adaptation: Transforms prompts designed for one model to be compatible with various target models, streamlining development processes.
- Custom Router Training: Allows users to train bespoke routers using their evaluation data, tailoring the system to specific use cases.
- Reliability and Load Balancing: Maintains high uptime by dynamically responding to outages and latency issues, ensuring consistent performance.
- Multi-Language Support: Offers integration through Python SDK, TypeScript client, and REST API, facilitating seamless incorporation into diverse tech stacks.
Primary Value and Problem Solved:
Not Diamond addresses the challenge of selecting the most appropriate LLM for varying inputs, a task that can be complex and resource-intensive. By automating this selection process, it enables developers to leverage multiple models effectively, enhancing output quality while managing costs and latency. This solution is particularly beneficial for teams scaling beyond a few AI applications, as it simplifies the orchestration of numerous AI pipelines across various models. Additionally, Not Diamond's commitment to privacy and security, including SOC-2 compliance and options for client-side request execution, ensures that sensitive data remains protected throughout the process.