dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. (by langgenius)
pkgx
the last thing you’ll install (by pkgxdev)
SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App
With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
surveyjs.io
featured
| dify | pkgx | |
|---|---|---|
| 12 | 47 | |
| 25,645 | 8,708 | |
| 29.1% | 0.6% | |
| 9.9 | 9.0 | |
| 2 days ago | 7 days ago | |
| TypeScript | TypeScript | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
dify
Posts with mentions or reviews of dify.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-29.
- FLaNK AI Weekly for 29 April 2024
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Dify, a visual workflow to build/test LLM applications
> https://github.com/langgenius/dify/blob/main/LICENSE
everyone is apparently a license pioneer
- Dify, an end-to-end, visualized workflow to build/test LLM applications
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GreptimeAI + Xinference - Efficient Deployment and Monitoring of Your LLM Applications
Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications. It provides a RESTful API compatible with OpenAI API, Python SDK, CLI, and WebUI. Furthermore, it integrates third-party developer tools like LangChain, LlamaIndex, and Dify, facilitating model integration and development.
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Which LLM framework(s) do you use in production and why?
If you are looking to develop QnA or chat based apps then check out https://dify.ai. Do a quick check and see if it fit your requirements. You can integrate it with your app using the apis it provides
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New Discoveries in No-Code AI App Building with ChatGPT
As an AI newbie, I used to find coding apps from scratch an absolute nightmare! The learning curve was steep as a ski slope, debugging took endless hours, and developing even a simple AI app nearly drove me insane! But since discovering Dify, it has totally revolutionized my life by enabling app development without any coding skills!
- FLaNK Stack Weekly for 14 Aug 2023
- Interesting LLMOps Tools Dify.ai
- Dify.ai – Simply create and operate AI-native apps based on GPT-4
- langgenius/dify: One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.
pkgx
Posts with mentions or reviews of pkgx.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-27.
-
Install Asdf: One Runtime Manager to Rule All Dev Environments
I’m liking pkgx over asdf as it can activate project tooling upon cd’ing into a project folder.
https://pkgx.sh
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Show HN: Flox 1.0 – Open-source dev env as code with Nix
I saw some alternatives being suggested and wanted to do the same (Also, so that I can look back at this item, through my comments :) ). Started using https://pkgx.sh/ lately. I know it has some baggage with tea.xyz and crypto, but it is also easy to get started with.
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Beginners Intro to Trunk Based Development
Secondly, our development environments must not drift, because then code may behave differently and a change could pass on our machine but fail in production. There are many tools for locking down environments, e.g nix, pkgx, asdf, containers, etc., and they all share the common goal of being able to lock down dependencies for an environment accurately and deterministically. And that needs to be enforced in our local workflow so we don't have to rely on CI environments for correctness. All developers must have environments that are effectively identical to what runs in CI (which itself should be representative of the production environment).
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Practical Guide to Trunk Based Development
There are many ways this can be done (e.g nix, pkgx, asdf, containers, etc.), and we won’t get into which specific tools to use, because we'll instead cover the essential essence of preventing environment drift:
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5 Developer CLI Essentials
1. pkgx
- FLaNK Stack Weekly for 14 Aug 2023
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How to send a warm welcome email with Resend, Next-Auth and React-Email
Before diving in, it's a good idea to have a package manager handy, like tea. It'll handle your development environment and simplify your life!
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Announcing tea/gui - The Open Store for Open-Source
Direct fast-track link to repo
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Looking to help out on some open source projects
checkout https://github.com/teaxyz/cli and https://github.com/teaxyz/pantry
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Run llama.cpp with tea – without the installation pain!
Install is tea: sh <(curl https://tea.xyz) and
What are some alternatives?
When comparing dify and pkgx you can also consider the following projects:
langchain-llm-katas - This is a an open-source project designed to help you improve your skills with AI engineering using LLMs and the langchain library
nix - Nix, the purely functional package manager
litellm - Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
chainlit - Build Conversational AI in minutes ⚡️
Llama-2-Onnx
duet-gpt - A conversational semi-autonomous developer assistant. AI pair programming without the copypasta.
macports-base - The MacPorts command-line client
IncognitoPilot - An AI code interpreter for sensitive data, powered by GPT-4 or Code Llama / Llama 2.
symmetric-ds - SymmetricDS is database replication and file synchronization software that is platform independent, web enabled, and database agnostic. It is designed to make bi-directional data replication fast, easy, and resilient. It scales to a large number of nodes and works in near real-time across WAN and LAN networks.
jdbc-connector-for-apache-kafka - Aiven's JDBC Sink and Source Connectors for Apache Kafka®
white-paper - how will the protocol work?