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README.md

@@ -1,35 +1,36 @@
 ---
 license: mit
-library_name: transformers
-pipeline_tag: text2text-generation
 tags:
-- text2text-generation
-- t5
-- flan-t5
-- pytorch
-- safetensors
+- text-generation
+- transformers
+- need-ai
+- service-marketplace
+pipeline_tag: text2text-generation
 widget:
 - text: "answer question: How do I hire an expert?"
-  example_title: "Example Query"
-inference:
-  parameters:
-    max_length: 512
 ---
 
-# Need Chat Support
+# NEED AI - Chat Support
 
 This model is part of the NEED AI system for service marketplace intelligence.
 
-## Quick Start
+## Model Details
+- **Task**: text2text-generation
+- **Base Model**: FLAN-T5-Base
+- **Fine-tuned for**: NEED Service App
+
+## Usage
 
 ```python
-from transformers import pipeline
+from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
 
-# Initialize pipeline
-pipe = pipeline("text2text-generation", model="yogami9/need-chat-support")
+model = AutoModelForSeq2SeqLM.from_pretrained("yogami9/need-chat-support")
+tokenizer = AutoTokenizer.from_pretrained("yogami9/need-chat-support")
 
-# Use the model
-result = pipe("answer question: How do I hire an expert?")
+input_text = "answer question: How do I hire an expert?"
+inputs = tokenizer(input_text, return_tensors="pt")
+outputs = model.generate(**inputs)
+result = tokenizer.decode(outputs[0], skip_special_tokens=True)
 print(result)
 ```
 
@@ -45,26 +46,10 @@ def query(payload):
     response = requests.post(API_URL, headers=headers, json=payload)
     return response.json()
 
-output = query({"inputs": "answer question: How do I hire an expert?"})
-print(output)
+result = query({"inputs": "answer question: How do I hire an expert?"})
+print(result)
 ```
 
-## Model Details
-
-- **Pipeline**: text2text-generation
-- **Library**: transformers
-- **Base Model**: Toxic-BERT
-- **Task**: Question Answering
-
-## Training
-
-Fine-tuned on NEED AI dataset for service marketplace applications.
-
-## License
-
-MIT License - See repository for details.
-
 ## Links
-
 - **GitHub**: https://github.com/Need-Service-App/need-ai-model
 - **Email**: needserviceapp@gmail.com