README.md

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license: apache-2.0
---


# OmniJSON

A multi-purpose assistant fine-tuned to respond with one valid JSON object for any request (math, coding, extraction, planning, etc.). It's optimized for deterministic structured output so apps can parse responses reliably.

Base model: **Llama3.2**.

### Output contract
```json

{

  "schema_version": "1.0",

  "intent": "answer|summarize|translate|extract|classify|plan|code|refuse",

  "domain": "string",

  "result": { "kind": "string", "data": {} },

  "followups": ["string"],

  "assumptions": ["string"],

  "safety": { "flags": ["string"], "notes": ["string"] },

  "confidence": 0.0

}

```

### Training data format
```json

[

  { "user": "...", "assistant": { "schema_version": "1.0", "...": "..." } }

]

```

### Author

**Author:** Sai Teja Erukude  
**Role:** Developer & Maintainer