refinery
Knex
Our great sponsors
refinery | Knex | |
---|---|---|
20 | 95 | |
1,360 | 18,741 | |
2.8% | 1.0% | |
4.6 | 7.9 | |
7 days ago | 2 days ago | |
Python | JavaScript | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
refinery
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[P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions.
You definitely forgot https://www.kern.ai/ :)
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How we used AI to automate stock sentiment classification
We will build the web scraper in Kern AI workflow, labeled our news articles in refinery, and then enrich the data with gates AI. After that, we will use workflow again to send out the predictions and the enriched data via a webhook to Slack. If you'd like to follow along or explore these tools on your own, you can join our waitlist here: https://www.kern.ai/
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German's NLP startup Kern AI has raised €2.7M in seed funding to accelerate its recent growth
A platform has been developed by the German startup Kern AI for NLP developers and data scientists to not only control the labeling process but also automate and orchestrate tangential tasks and enable them to address low-quality data that comes their way. Several companies exist substantively to power this labeling process.
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Why and how we started Kern AI (our seed funding announcement)
Fast forward to July ‘22 (after many further product iterations and a full redesign), we open-sourced our product under a new name: Kern AI refinery (the origin of the name is very simple: we want to improve, i.e., refine, the foundation for building models).
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GPT and BERT: A Comparison of Transformer Architectures
Get it for free here: https://github.com/code-kern-ai/refinery
- Open-source tool to label, assess and maintain natural language data. Treat training data like a software artifact!
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Drastically decrease the size of your Docker application
Containers are amazing for building applications. Because they allow you to pack up a programm together with all it's dependencies and execute it wherever you like. That is why our application consists of 20+ individual containers, forming our data-centric IDE for NLP, which you can check out here: https://github.com/code-kern-ai/refinery.
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Introducing bricks, an open-source content-library for NLP
Today we launched bricks, an open-source library which provides enrichments for your natural language processing projects. Our main goal with bricks is to shorten the amount of time that you need from idea to implementation. Bricks also seamlessly integrates into our main tool, the Kern AI refinery.
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How to fine-tune your embeddings for better similarity search
This blog post will share our experience with fine-tuning sentence embeddings on a commonly available dataset using similarity learning. We additionally explore how this could benefit the labeling workflow in the Kern AI refinery. To understand this post, you should know what embeddings are and how they are generated. A rough idea of what fine-tuning is also helps. All the code and data referenced in this post is available on GitHub.
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Build for Hugging Face, Rasa or Sklearn
We've built our open-source IDE for data-centric NLP with the belief that data scientists and engineers know best what kind of framework they want to use for their model building. Today, we'll show you three new adapters for the SDK.
Knex
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JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
Knex.js
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Create a Blog web app using Adonis.js 6
AdonisJS core team has created/maintains Lucid. It is a SQL query builder, and an Active Record ORM built on top of Knex.
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Type-safe Data Access in Go using Prisma and sqlc
Now, why not use an ORM? I've seen performance issues too many times with ORMs. I prefer writing my own SQL to avoid surprises. After all, I know the database schema and writing code for a specific purpose very often leads to better performance than generic code. ORMs have to support all kinds of database schemas. I only have to support mine. Having successfully used Knex.js in NodeJS (a popular query builder) in the past, I know writing SQL queries myself is not hard and provides very good performance.
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Can I create another WordPress that satisfies humanity?
Given the dynamic nature of the schema, we employ Knex, a query builder, for database access.
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What's wrong with Node.js ORMs? Thousands of issues? Why?
https://www.npmjs.com/package/knex - 779 issues
- Knex 3.0
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Plankaban Raspberry Pi 4 Setup Help
# related: https://github.com/knex/knex/issues/2354
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Credentials Leak with Knex
This article will be focused on a security issue that I found in Knex and how to mitigate it, but I'll also talk briefly about the social aspects of this problem.
- [Node] Knex.js: comment correctement chaîner et utiliser .First () pour interroger?
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Why SQL is right for Infrastructure Management
SQL is an old, irregular language to work with, but it is better known than HCL and SQL already has it's own Pulumi/CDK in the form of every ORM with introspection (like Javascript's Prisma, Python's Django, Go's XO etc) and QueryBuilder (LINQ, Knex, etc) in whatever programming language you prefer. You probably already know it.
What are some alternatives?
sqlx - 🧰 The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.
Prisma - Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB
fiftyone - The open-source tool for building high-quality datasets and computer vision models
Sequelize - Feature-rich ORM for modern Node.js and TypeScript, it supports PostgreSQL (with JSON and JSONB support), MySQL, MariaDB, SQLite, MS SQL Server, Snowflake, Oracle DB (v6), DB2 and DB2 for IBM i.
dbs-tools - Perl tools to transform account / transaction data from DBS Bank into proper CSV
pg-promise - PostgreSQL interface for Node.js
azuredatastudio - Azure Data Studio is a data management and development tool with connectivity to popular cloud and on-premises databases. Azure Data Studio supports Windows, macOS, and Linux, with immediate capability to connect to Azure SQL and SQL Server. Browse the extension library for more database support options including MySQL, PostgreSQL, and MongoDB.
TypeORM - ORM for TypeScript and JavaScript. Supports MySQL, PostgreSQL, MariaDB, SQLite, MS SQL Server, Oracle, SAP Hana, WebSQL databases. Works in NodeJS, Browser, Ionic, Cordova and Electron platforms.
serde_postgres - Easily Deserialize Postgres rows.
kysely - A type-safe typescript SQL query builder [Moved to: https://github.com/kysely-org/kysely]
cleanlab - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
slonik - A Node.js PostgreSQL client with runtime and build time type safety, and composable SQL.