# RESI-USA-residential-appraisal

> RESI USA Residential Model Current Winner

This file is intended for AI coding agents wiring an application to this specific Chutes model.

## Important URLs

- Model page: https://chutes.ai/app/chute/resi0aaron-resi-usa-residential-appraisal
- Model llms.txt: https://chutes.ai/app/chute/resi0aaron-resi-usa-residential-appraisal/llms.txt
- Model OpenAPI 3.1 spec (this chute, callable): https://chutes.ai/app/chute/resi0aaron-resi-usa-residential-appraisal/openapi.json
- Global Chutes llms.txt: https://chutes.ai/llms.txt
- Full Chutes docs export: https://chutes.ai/llms-full.txt
- Management API OpenAPI (account/billing/keys, NOT this model): https://api.chutes.ai/openapi.json

## Model Identifiers

- Name: `RESI-USA-residential-appraisal`
- Chute ID: `b34a0fc1-87ac-5128-a61b-de5e7ac75023`
- Slug: `resi0aaron-resi-usa-residential-appraisal`
- Owner: `resi0aaron`

## Authentication

- Use `Authorization: Bearer $CHUTES_API_KEY` for inference calls.
- Send JSON request bodies with `Content-Type: application/json` unless the endpoint documentation says otherwise.
- The request body is FLAT — send the request fields at the top level (no `input_args`/`args` wrapper).
- This model is served on its own host (`https://resi0aaron-resi-usa-residential-appraisal.chutes.ai`). Call the endpoint paths listed below directly.
- For base64 media fields, send raw base64 strings in API requests. The web playground may use temporary Blob upload references internally for large files before proxying to Chutes.

## Endpoints

### 1. POST /v1/predict

- Base URL: `https://resi0aaron-resi-usa-residential-appraisal.chutes.ai`
- Output content type: `application/json`

Request fields:

- `features` (array, required) - Feature matrix of shape (N, F) for the ONNX model.

Example call:

```bash
curl -X POST "https://resi0aaron-resi-usa-residential-appraisal.chutes.ai/v1/predict" \
  -H "Authorization: Bearer $CHUTES_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "features": [
    [
      1
    ]
  ]
}'
```

## Agent Integration Checklist

- Pick the endpoint path that matches the desired task.
- Set `CHUTES_API_KEY` in the server-side environment only.
- Validate required fields before sending requests.
- For media models, keep file upload, base64 conversion, and output preview/download handling explicit in the app UI.