Building Natural Language Interface for Human Protein Atlas Data in 18 Months(axonagentic.ai)

Building Natural Language Interface for Human Protein Atlas Data in 18 Months

https://axonagentic.ai/blog/ai-natural-language-human-protein-atlas-18-month-journey

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I spent 18 months building this after discovering the Human Protein Atlas. Started as an antibody search engine, evolved into a verification-first system with 93.6% accuracy against HPA ground truth. Cross-validated every result against their JSON API. Happy to discuss the multi-agent architecture or validation methodology.