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README.md
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---
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library_name: transformers
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tags: []
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---
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license: apache-2.0
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tags:
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- hindi
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- chatbot
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- question-answering
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- prakriti
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- flan-t5
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---
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# Prakriti AI — A Hindi Question-Answering Model
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**Prakriti-AI** is a custom-trained language model based on `flan-t5-small`, fine-tuned on over 10,000 Hindi question-answer pairs.
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It is designed to understand and respond to Hindi queries in a natural, human-like way.
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---
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## ✨ Features
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- Base Model: `google/flan-t5-small`
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- Language: Hindi (and Hinglish supported)
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- Purpose: Q&A chatbot assistant
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- Trained by: **Asankhla01**
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- Use-case: Chatbots, education, AI assistants
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---
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## 🔧 Example Usage
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```python
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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model = AutoModelForSeq2SeqLM.from_pretrained("Asankhla01/prakriti-ai-model")
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tokenizer = AutoTokenizer.from_pretrained("Asankhla01/prakriti-ai-model")
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def ask_prakriti(question):
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input_text = "Q: " + question
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inputs = tokenizer(input_text, return_tensors="pt")
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outputs = model.generate(**inputs)
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answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return answer
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ask_prakriti("AI kya hota hai?")
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---
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library_name: transformers
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tags: []
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