doramirdor/Nadir
Nadir is a Python package designed to dynamically choose the best llm for your prompt by balancing complexity and cost and response time.
This tool helps AI application developers and product managers automatically choose the best large language model (LLM) for any given text prompt. It takes your prompt, analyzes its complexity and length, and then selects an LLM from providers like OpenAI, Anthropic, or Google that balances accuracy, response speed, and cost-effectiveness. The output is a response generated by the optimally chosen LLM, ensuring you get the best results without overspending.
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Use this if you are building an application that uses LLMs and you want to dynamically optimize which model to use for each user prompt to save on costs and improve performance.
Not ideal if you always use the same LLM for all tasks and don't require dynamic model selection or cost optimization.
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Language
Python
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Last pushed
Feb 11, 2025
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