How to integrate GPT-4 model hosted on Azure with the gptstudio package
题意:怎样将托管在Azure上的GPT-4模型与gptstudio包集成?
问题背景:
I am looking to integrate the OpenAI GPT-4 model into my application. Here are the details I have:
- Endpoint: https://xxxxxxxxxxxxxxx.openai.azure.com/
- Location/Region: yyyyyyyyyyyyyyyyyyyyyyyy
- Key: *******************
- Deployment Name: gpt-4o
- Model Name: gpt-4o
- Model Version: 2024-02-01
I edited the .Renviron file accordingly:
AZURE_OPENAI_TASK="completions" AZURE_OPENAI_ENDPOINT="https://xxxxxxxxxxxxxxx.openai.azure.com/" AZURE_OPENAI_DEPLOYMENT_NAME="gpt-4o" AZURE_OPENAI_KEY="*******************" AZURE_OPENAI_API_VERSION="2024-02-01" AZURE_OPENAI_USE_TOKEN=FALSE
I want to integrate it with gptstudio. Could someone guide me on authenticating and making API requests to this endpoint?
I tried:
library(gptstudio) chat(service = "azure_openai", prompt = "hello", model = "gpt-4) #> $messages #> $messages[[1]] #> $messages[[1]]$role #> [1] "system" #> #> $messages[[1]]$content #> As a chat bot assisting an R programmer working in the RStudio IDE it is important to tailor responses to their skill level and preferred coding style. They consider themselves to be a beginner R programmer. Provide answers with their skill level in mind. #> #> #> $messages[[2]] #> $messages[[2]]$role #> [1] "user" #> #> $messages[[2]]$content #> [1] "hello" #> Error in `query_api_azure_openai()`: #> ✖ Azure OpenAI API request failed. Error 400 - Bad Request #> ℹ Visit the Azure OpenAi Error code guidance #> () for #> more details #> ℹ You can also visit the API documentation #> ()
问题解决:
Below is the sample code to authenticate an Azure Openai GPT-4o model with a key in R using httr and jsonlite packages.
Code :
library(httr) library(jsonlite) azure_endpoint
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