---
license: apache-2.0
tags:
- hindi
- chatbot
- question-answering
- prakriti
- flan-t5
---

# Prakriti AI — A Hindi Question-Answering Model

**Prakriti-AI** is a custom-trained language model based on `flan-t5-small`, fine-tuned on over 10,000 Hindi question-answer pairs.  
It is designed to understand and respond to Hindi queries in a natural, human-like way.

---

## ✨ Features

- Base Model: `google/flan-t5-small`
- Language: Hindi (and Hinglish supported)
- Purpose: Q&A chatbot assistant
- Trained by: **Asankhla01**
- Use-case: Chatbots, education, AI assistants

---

## 🔧 Example Usage

```python
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

model = AutoModelForSeq2SeqLM.from_pretrained("Asankhla01/prakriti-ai-model")
tokenizer = AutoTokenizer.from_pretrained("Asankhla01/prakriti-ai-model")

def ask_prakriti(question):
    input_text = "Q: " + question
    inputs = tokenizer(input_text, return_tensors="pt")
    outputs = model.generate(**inputs)
    answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
    return answer

ask_prakriti("AI kya hota hai?")

---
library_name: transformers
tags: []
---