---
title: AgroVeritas Evidence Assistant
emoji: 🌾
colorFrom: green
colorTo: blue
sdk: static
app_file: index.html
pinned: false
license: cc-by-4.0
short_description: Auditable bilingual agriculture with FAO and NASA evidence
models:
- MarianaCodebase/AgroVeritas-Scout-17B
datasets:
- MarianaCodebase/AgroVeritas-Evidence-QA-Adapted
tags:
- agriculture
- bilingual
- evidence-grounding
- autoscientist
---

# AgroVeritas Evidence Assistant

A public bilingual interface for AgroVeritas, the AutoScientist Agriculture project by Mariana Sinisterra.

The Space demonstrates the model's five-part evidence contract using verified public scenarios:

1. agricultural finding;
2. supporting record;
3. reproducible verification logic;
4. evidence limitations;
5. local extension review.

## Verified project results

- **78%** Agriculture held-out win rate versus **23%** for the frozen baseline.
- **A / 10.0** final dataset quality.
- **28,220** exact adapted training rows.
- English and Latin American Spanish.

This static Space is a curated evidence-retrieval preview. It does not claim to serve the 109B-parameter Llama 4 Scout base checkpoint. The exact PEFT adapter, training recipe, evaluation record, and dataset are linked from the interface.

Built with Adaptive Data and AutoScientist by Adaption.