Really delighted to hear this news! We have done a lot of work in the direction of integrating AI and IoTDB, and now by open-sourcing it to the community, it will bring more possibilities and greater space for the integration of AI and databases. I am looking forward to AINode continuing to thrive in the community, providing AI productivity for more users.
On 2024/08/13 07:17:23 Caiyin Yang wrote: > Hi all, > I hope this message finds you well. My name is Caiyin Yang, a committer to > the IoTDB community. I'm excited to share that several members of our > community, Minghui Liu, Yong Liu, Guo Qin, Haoran Zhang, Chenyu Li, Hang > Zhou, along with me have collaboratively developed for a new component that > I believe can significantly enhance the analytical capabilities of IoTDB: > AINode. > AINode is envisioned as a peer to the existing DataNode and ConfigNode, > designed to expand IoTDB's capabilities by allowing the introduction and > execution of external machine learning models through simple SQL statements. > There are some basic features of AINode: > > 1. Model Loading: AINode will facilitate the seamless importation of > machine learning models into the IoTDB ecosystem. > 2. Model Management: It will provide a robust framework for managing > these models. > 3. Inference Capability: AINode will enable IoTDB to perform inference > operations using the imported models, allowing for advanced data analysis > directly within the database environment. > > Please let me know your thoughts and if there are any specific concerns or > questions regarding the AINode component. I am looking forward to your > valuable feedback and to contributing further to the IoTDB project. > Thank you for your time and consideration. > Best regards, > Caiyin Yang >
