Assistants API - Code Examples

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Table of Contents

• [1] - Assistant API - Quickstart
• [2] - Assistant API - Code Interpreter
• [3] - Assistant API - Knowledge Retrieval \
• [4] - Assistant API & Chatbot - Function Calling with Streamlit and the Openweathermap.org API

Requirements:

Install Python !

Python

A Quick Guide for Installing Python on Common Operating Systems

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openai : OpenAI is an artificial intelligence research laboratory consisting of the for-profit corporation OpenAI LP and its parent company, the non-profit OpenAI Inc. The company, considered a competitor to DeepMind, conducts research in the field of artificial intelligence (AI) with the stated aim to promote and develop friendly AI in such a way as to benefit humanity as a whole.

python-dotenv : python-dotenv reads key-value pairs from a .env file and can set them as environment variables. It is great for managing app settings during development and in production using 12-factor principles.

streamlit : streamlit is an open-source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science.

streamlit-chat : streamlit-chat is a streamlit component for building chatbots.

Create a virtual environment :

MacOS/Linux:

python3 -m venv env

Windows:

python -m venv env

Activate the virtual environment :

source env/bin/activate

Installation:

MacOS/Linux:

pip3 install -r requirements.txt

Windows:

pip install -r requirements.txt

Get an API Key - 🔗

Set the key as an environment variable:

export OPENAI_API_KEY='sk-brHeh...A39v5iXsM2'

.env file:

OPENAI_API_KEY=sk-brHeh...A39v5iXsM2

start assistant

MacOS/Linux:

python3 main.py

Windows:

python main.py

start Streamlit app

streamlit run main.py