Addressing challenges in agentic retrieval of structured data from biomedical databases
Abhishek Halder, Manvendra Singh, Rohit Kesarwani, Bernadette Mathew, Namrata Bhattacharya, Om Chikhaliya, Dhruv Motwani, Sreeram Chandra Murthy Peela, Swarnava Samanta, Himanshu Nagdev, Piyush, Prateeksha Muddemanavar, Mohammed Farooq, Gaurav Ahuja, Debarka Sengupta
The paper introduces BioChirp, a system for reliable retrieval of structured biomedical data, outperforming existing agentic NL2SQL systems in accuracy and consistency.
bioRxiv · Aug 9, 2026 · PreprintBioinformatics