Search Results for author: Eshaan Agarwal

Found 2 papers, 1 papers with code

PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework

no code implementations28 May 2024 Eshaan Agarwal, Vivek Dani, Tanuja Ganu, Akshay Nambi

Unlike existing approaches, PromptWizard optimizes both prompt instructions and in-context examples, maximizing model performance.

SwissNYF: Tool Grounded LLM Agents for Black Box Setting

1 code implementation15 Feb 2024 Somnath Sendhil Kumar, Dhruv Jain, Eshaan Agarwal, Raunak Pandey

Therefore, we harness the program synthesis capabilities of LLMs to strategize tool usage in black-box settings, ensuring solutions are verified prior to implementation.

Program Synthesis Trajectory Planning

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