GooseAI

GooseAI is a fully managed NLP-as-a-Service, delivered via API. GooseAI provides access to these models.

This notebook goes over how to use Langchain with GooseAI.

Install openai

The openai package is required to use the GooseAI API. Install openai using pip install openai.

%pip install --upgrade --quiet  langchain-openai

Imports

import os

from langchain.chains import LLMChain
from langchain_community.llms import GooseAI
from langchain_core.prompts import PromptTemplate

Set the Environment API Key

Make sure to get your API key from GooseAI. You are given $10 in free credits to test different models.

from getpass import getpass

GOOSEAI_API_KEY = getpass()

os.environ["GOOSEAI_API_KEY"] = GOOSEAI_API_KEY

Create the GooseAI instance

You can specify different parameters such as the model name, max tokens generated, temperature, etc.

llm = GooseAI()

Create a Prompt Template

We will create a prompt template for Question and Answer.

template = """Question: {question}

Answer: Let's think step by step."""

prompt = PromptTemplate.from_template(template)

Initiate the LLMChain

llm_chain = LLMChain(prompt=prompt, llm=llm)

Run the LLMChain

Provide a question and run the LLMChain.

question = "What NFL team won the Super Bowl in the year Justin Beiber was born?"

llm_chain.run(question)