parea-ai
v1.66.0
Published
Client SDK library to connect to Parea AI.
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parea-sdk-ts
Parea typescript sdk
Installation
npm install parea-ai
Getting Started
import {Completion, CompletionResponse, Parea} from "parea-ai";
const p = new Parea('PAREA_API_KEY');
const deployedPromptCall = async (query: string): Promise<string> => {
const completion: Completion = {
deployment_id: 'Deployment_ID',
llm_inputs: { query: query },
};
const response = await p.completion(completion);
return response.content;
};
async function main() {
return await deployedPromptCall('Write a hello world program using Typescript and the React framework.');
}
main().then((result) => console.log(result));
Logging results from LLM providers & recording user feedback
import OpenAI from 'openai';
import {patchOpenAI, Parea, getCurrentTraceId} from "parea-ai";
const openai = new OpenAI({ apiKey: 'OPENAI_API_KEY' });
// Patch OpenAI to add trace logs
patchOpenAI(openai);
const p = new Parea('PAREA_API_KEY');
async function callOpenAI(
messages: any[],
model: string = 'gpt-3.5-turbo-0125',
temperature: number = 0.0,
): Promise<string> {
const response = await openai.chat.completions.create({ model, messages, temperature });
return response.choices[0].message.content ?? '';
}
async function main() {
const result = await callOpenAI([{ role: 'user', content: 'Write a hello world program using Typescript and the React framework.'}]);
// record feedback on result
const traceId = getCurrentTraceId();
await p.recordFeedback({
trace_id: traceId,
score: 0.21, // 0.0 (bad) to 1.0 (good)
});
return result;
}
main().then((result) => console.log(result));
🛡 License
This project is licensed under the terms of the Apache Software License 2.0
license.
See LICENSE for more details.
📃 Citation
@misc{parea-sdk-ts,
author = {parea-ai},
title = {Parea typescript sdk},
year = {2023},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/parea-ai/parea-sdk-ts}}
}