Open AI Code
import os
from openai import AzureOpenAI
client = AzureOpenAI(
api_key = "7282c43ed0b549118f59d015ccdc467d",
api_version = "2023-05-15",
azure_endpoint = "https://openapiazconf.openai.azure.com/"
)
response = client.chat.completions.create(
model="prohackathon-2", # model = "deployment_name".
messages=[
{"role": "system", "content": "Assistant is a large language model trained by OpenAI."},
{"role": "user", "content": "suggest me a icecream shop name"}
]
)
#print(response)
print(response.model_dump_json(indent=2))
print(response.choices[0].message.content)
RAG Sample
https://colab.research.google.com/drive/1_k_vdynZOvPO7p7eWe3hpQdgdtgCFa1L#scrollTo=AsI2Y_JnHUKk
UI Interface:
Packages: Chainlit, Gradio, Any front-end code Purpose: Interface for user interaction and input. Query Processor:
Package: GPT-4 Purpose: Descriptive processing, understanding user queries or descriptions. Model Creation:
Package: Lazy Purpose: Creating predictive models dynamically at runtime based on user input.