Evaluating AI Across Agriculture and Law Using Community and Expert Input
Karya is evaluating conversational AI systems in real-world Indian contexts, in partnership with Anthropic.
Building Intelligent Solutions: Empowering Agriculture Helplines for Effective Communication
Our client is building a tool for agriculture helplines to understand conversations between farmers and agents. This tool will identify crop names, specific issues, and suggested solutions to improve communication and support.
The Challenge
- Ensuring accurate transcription, especially with regional accents and background noise.
- Developing a robust system for recognizing different agricultural terms and entities in various linguistic contexts.
- Teaching the model to understand nuanced language and identify specific solutions proposed by farmers and tele-agents.
The Solution
- Training 50 Hindi speakers to transcribe and recognize agriculture-related terms.
- Using advanced tools for accurate understanding of spoken words.
- Improving the model's skill in identifying agricultural terms across different languages.
Related
Building a tribal language voice assistant co-built with communities
Until recently, Bhili, a tribal language spoken by millions of people across western and central India, had limited representation in the country's digital infrastructure. Karya, working with the Bhil community, has helped build a Bhili language system that now lives on two national-scale platforms.