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| import { initLogger, wrapOpenAI, wrapTraced } from "braintrust"; | |
| import OpenAI from "openai"; | |
| // Initialize the logger and OpenAI client | |
| const logger = initLogger({ | |
| projectName: "Text generation", | |
| apiKey: process.env.OPENAI_API_KEY, | |
| }); | |
| const client = wrapOpenAI(new OpenAI({ apiKey: process.env.BRAINTRUST_API_KEY })); |
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| import { initLogger, wrapOpenAI, Attachment } from "braintrust"; | |
| import OpenAI from "openai"; | |
| import fs from "fs"; | |
| import path from "path"; | |
| import axios from "axios"; | |
| import puppeteer from "puppeteer"; | |
| import dotenv from 'dotenv'; | |
| dotenv.config(); | |
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| import { initDataset } from "braintrust"; | |
| const questions = [ | |
| { | |
| question: "How do I use the openai client with Braintrust?", | |
| assertions: [ | |
| "Mentions the wrapOpenAI wrapper in Typescript", | |
| "Mentions the wrap_openai function in Python", | |
| ], | |
| }, |
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| import braintrust from "braintrust"; | |
| import { OpenAI } from "openai"; | |
| import { MongoClient } from "mongodb"; | |
| import { z } from "zod"; | |
| if (!process.env.BRAINTRUST_API_KEY) { | |
| throw new Error("BRAINTRUST_API_KEY is not set"); | |
| } | |
| if (!process.env.MONGO_URI) { | |
| throw new Error("MONGO_URI is not set"); |
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| import fs from "fs"; | |
| import path from "path"; | |
| import dotenv from "dotenv"; | |
| import { marked } from "marked"; | |
| import { OpenAI } from "openai"; | |
| import { MongoClient } from "mongodb"; | |
| interface Section { | |
| title: string; | |
| content: string; |
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| Movie Title,Original Description | |
| Inception,"A thief who enters the dreams of others to steal secrets must perform an impossible task of inception, planting an idea in someone's mind." | |
| The Matrix,A computer hacker discovers the shocking truth about his reality and joins a rebellion to free humanity from machine control. | |
| Interstellar,A team of explorers travels through a wormhole in space in an attempt to ensure humanity's survival as Earth faces extinction. | |
| The Godfather,The aging patriarch of an organized crime dynasty transfers control of his clandestine empire to his reluctant son. | |
| Pulp Fiction,"The lives of two mob hitmen, a boxer, a gangster's wife, and a pair of diner bandits intertwine in four tales of violence and redemption." | |
| The Shawshank Redemption,"Two imprisoned men bond over several years, finding solace and eventual redemption through acts of common decency." | |
| The Dark Knight,"When the Joker, a mastermind criminal, unleashes chaos in Gotham, Batman must accept one of the greatest psychological an |
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| Movie Title,Original Description | |
| Inception,"A thief who enters the dreams of others to steal secrets must perform an impossible task of inception, planting an idea in someone's mind." | |
| The Matrix,A computer hacker discovers the shocking truth about his reality and joins a rebellion to free humanity from machine control. | |
| Interstellar,A team of explorers travels through a wormhole in space in an attempt to ensure humanity's survival as Earth faces extinction. | |
| The Godfather,The aging patriarch of an organized crime dynasty transfers control of his clandestine empire to his reluctant son. | |
| Pulp Fiction,"The lives of two mob hitmen, a boxer, a gangster's wife, and a pair of diner bandits intertwine in four tales of violence and redemption." | |
| The Shawshank Redemption,"Two imprisoned men bond over several years, finding solace and eventual redemption through acts of common decency." | |
| The Dark Knight,"When the Joker, a mastermind criminal, unleashes chaos in Gotham, Batman must accept one of the greatest psychological an |
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| prompt,response | |
| "Can you identify and locate different objects in my garden? | |
| ",hub.load('https://tfhub.dev/tensorflow/ssd_mobilenet_v2_fpnlite_320x320_coco17_tpu-8/1') | |
| "We need to detect objects in a set of images. Extract 1280-dimensional feature vectors from the images to analyze them. | |
| ",hub.KerasLayer('https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/feature_vector/4') | |
| "I have a picture with several items and want to find out what they are, including their positions in the image. | |
| ",hub.load('https://tfhub.dev/tensorflow/ssd_mobilenet_v2/2') | |
| "A group of researchers are studying artworks in a museum, and they would like to classify them by the artist. | |
| ",hub.load('https://tfhub.dev/google/imagenet/inception_v3/classification/5') | |
| "I have job postings with descriptions, and I want to cluster them by similarity. Get the embeddings for a set of job posting descriptions. |
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| prompt,response | |
| "Give me a way to compare sentences and identify which ones are closest in meaning. | |
| ",hub.load('https://tfhub.dev/google/universal-sentence-encoder/4') | |
| "I want to use my phone to recognize the food on my plate during dinner and post it on Instagram. | |
| ",hub.load('https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/4') | |
| "Teach me how to recognize my dog's breed from an image of his face. | |
| ",hub.KerasLayer('https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/feature_vector/4') | |
| "Calculate the similarity score between two given sentences. | |
| ",hub.load('https://tfhub.dev/google/universal-sentence-encoder/4') | |
| "We are working on a project where we need to identify the most similar customer reviews to a given text. |
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