add .env example

.env.example

@@ -14,4 +14,38 @@ OPENAI_MODEL_ID = "gpt-3.5-turbo"
 OPENAI_API_KEY = "str"
 
 # RAG
-RAG_MODEL_DEVICE = "cpu"
+RAG_MODEL_DEVICE = "cpu"
+
+
+# Huggingface
+HUGGING_FACE_HUB_TOKEN="str"
+
+#SAGEMAKER
+SAGEMAKER_ENDPOINT_INFERENCE=llm-v1-llm-endpoint
+SAGEMAKER_MODEL_INFERENCE=huggingface-pytorch-tgi-inference-2024-05-13-10-50-05-168
+SAGEMAKER_ENDPOINT_CONFIG_INFERENCE=llm-v1-llm-endpoint
+SAGEMAKER_INFERENCE_COMPONENT_INFERENCE=None
+
+# SAGEMAKER EXECUTION ROLE
+ARN_ROLE="str"
+
+
+# SAGEMAKER INFERENCE 
+TEMPERATURE_INFERENCE=0.1
+TOP_P_INFERENCE=0.1
+MAX_NEW_TOKENS_INFERENCE=5000
+RETURN_FULL_TEXT=False
+
+
+
+# Deploy Parameters
+SM_NUM_GPUS=4
+MAX_INPUT_LENGTH=25000
+MAX_TOTAL_TOKENS=32000
+MAX_BATCH_TOTAL_TOKENS=32000
+HF_MODEL_ID=mistralai/Mistral-7B-Instruct-v0.2
+GPU_INSTANCE_TYPE='ml.g5.12xlarge'
+
+# AWS Credentials
+AWS_ACCESS_KEY="str"
+AWS_SECRET_KEY="str"