symmetric-ds VS dify

For those interested in the source, here is the GitHub repo: https://github.com/JumpMind/symmetric-ds

I’m not a database guy, but maybe look at symmetricds. Also at https://hub.docker.com/r/jumpmind/symmetricds.

There are several CDC (change data capture) solutions on the market. I've used https://www.symmetricds.org quite successfully in the past.

And then using https://www.symmetricds.org/ with mongodb

Use replication. https://www.symmetricds.org/

This visual IDE for LLM pipelines was posted recently: https://github.com/langgenius/dify

See if it helps.

> https://github.com/langgenius/dify/blob/main/LICENSE

everyone is apparently a license pioneer

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.

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

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!