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LLM Technologies

dana-jpg edited this page May 2, 2024 · 2 revisions

FastAPI

  • Serves as the web framework for building the API. It is chosen for its high performance and ease of use, especially suitable for applications that require asynchronous support.
  • get started with FastAPI here

Python

  • The primary programming language used to implement the service logic.
  • Have a look at the documentation here

OpenAI API

  • Integration: Directly integrated to send prompts to the OpenAI model and receive structured outputs. This integration is critical for leveraging AI to interpret user queries.
  • Get familiar with OpenAI here

OpenAI GPT Models

  • Powers the interpretation of natural language queries. These models are integrated to process and convert user input into structured data that the application can operate with.
  • Get familiar with GPT Models here

JSON

  • Usage: Utilized for structuring the data in a format that is both machine-readable and human-readable, facilitating data interchange between systems and for configuration purposes.

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