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README.md
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@@ -62,7 +62,15 @@ git clone https://huggingface.co/DeepMostInnovations/sales-conversion-model-rein
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```bash
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python inference.py --model_path sales_model.zip --conversation_json sample_conv_generated.json --azure_api_key "api_key" --azure_endpoint "https://resource_name.openai.azure.com/" --azure_deployment_name "text-embedding-3-large" --azure_api_version "2023-12-01-preview" --embedding_dim 3072
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```
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## Training Data
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```bash
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python inference.py --model_path sales_model.zip --conversation_json sample_conv_generated.json --azure_api_key "api_key" --azure_endpoint "https://resource_name.openai.azure.com/" --azure_deployment_name "text-embedding-3-large" --azure_api_version "2023-12-01-preview" --embedding_dim 3072
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```
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## Output
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```bash
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--- Conversation Predictions (with Azure OpenAI Embeddings) ---
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Turn 1 (customer): "Hello, I'm looking for information on your new AI-powered CR..." -> Probability: 0.1744
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Turn 2 (sales_rep): "You've come to the right place! Our new AI CRM is designed t..." -> Probability: 0.3292
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Turn 3 (customer): "maybe not for us. its a great product, in future may buy..." -> Probability: 0.3350
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Turn 4 (sales_rep): "Excellent, those are two key strengths. Our AI analyzes lead..." -> Probability: 0.3908
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Turn 5 (customer): "looks oke, but maybe we can't consider..." -> Probability: 0.3833
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```
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## Training Data
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