You will see your new API Key. Copy and place it in a safe place. Check out this excellent tutorial touse your API keys as environment variables. Getting Data Using OpenAI This section shows you how to connect to the OpenAI API with a Python program and get a list of all the OpenAI ...
After installing JupyterLab, all you need to do is set the API Key we just obtained to an environment variable and start JupyterLab, and you can run the code behind this course interactively from your browser via Jupyter Notebook to experience the magic of OpenAI's big language model. expor...
LlamaIndex uses OpenAI's text-embedding model to vectorize the input data by default. If you don't want to regenerate the embedding data every time, you need to save the data to a vector database. For example, use the open-source Chroma vector database, because it saves data on the lo...
In the next cell of your notebook, createa function to use OpenAI in Kaggle. You can fine tune the parameters (max_tokens, etc.) by following the recommendations of OpenAI. def question(prompt, variable): openai.api_key = mykey response = openai.Completion.create( model="text-davinci-003...
Once you have the connection string, set it in your code: 1 import getpass 2 MONGODB_URI = getpass.getpass("Enter your MongoDB connection string:") We will be using OpenAI’s embedding and chat completion models, so you’ll also need to obtain an OpenAI API key and set it as an ...
In November 2022, OpenAI released ChatGPT, a language model chatbot built on top of GPT-3. One of the most jaw-dropping aspects of ChatGPT is its ability to understand context—the chatbot can generate answers and adjust them based on the conversation history. This means you can “train”...
RESOURCE_NAME is the name of your Azure OpenAI resource DEPLOYMENT_NAME is the name of your GPT-4 Turbo with Vision model deployment Required headers: Content-Type: application/json api-key: {API_KEY} Body: The format is similar to that of the chat completions API for GPT-4, but the me...
I used the following files: (1) api.key for OpenAI, (2) api_deepinfra_personal.key for DeepInfra, (3) api_openrouter_personal.key for OpenRouter, and (4) api_fireworks_personal.key for Fireworks. (1) For the regression performance, over both linear and non-linear datasets, please ...
Development Tools Jupyter Notebook, Visual Studio Code Jupyter Notebook, Visual Studio Code Data Processing Pandas, NumPy Pandas, NumPy, Dask Machine Learning Library Scikit-learn, XGBoost TensorFlow PyTorch Keras Hugging Face Transformers MXNet Chainer APIs Flask, FastAPI Flask, FastAPI, Gradio Data ...
The main motivation for that is the number of open issues with user asking why paperqa still requires an OPENAI_API_KEY even though they set Settings.llm to some other provider. This is a quick tut...