Managed Apache Kafka service provider Confluent has launched a new initiative, dubbed Data Streaming for AI, in order to help enterprises develop applications based on real-time data, including generative AI use cases.
The premise of the initiative is based on Confluent’s real-time streaming data engine that will allow enterprises to make real-time contextual inferences on curated, governed, trustworthy data. These inferences can be later streamed to vector databases, AI-powered applications, and any other AI-based systems.
“Vector databases are especially important as they can store, index, and augment large data sets in formats that AI technologies like LLMs require,” the company said in a news announcement, adding that these integrations can be used via Confluent Cloud’s fully managed data streams.
The company is expected to add more such partners in the coming months via its Connect with Confluent program.
The company is also partnering with cloud service providers, such as Google Cloud and Microsoft Azure, in order to develop integrations, proof of concepts and go-to-market strategies around AI.
“Confluent plans to leverage Google Cloud’s generative AI capabilities to improve business insights and operational efficiencies for retail and financial services customers,” it said. In addition, the company is planning to create a Microsoft Copilot template to enable AI assistants to perform business transactions and provide real-time updates.
Confluent AI Assistant to provide suggestions, generate code
In order to provide suggestions and generate code, the company is offering a Confluent AI Assistant, which can be accessed via the Confluent Cloud Console.
The AI-based assistant can help teams get contextual answers they need to speed up engineering innovations on Confluent, the company said, adding that the assistant can also be used to generate code.
“The assistant provides responses by combining publicly available information, such as Confluent documentation, with contextual customer information to provide specific, timely responses,” the company said.
The Confluent AI assistant is expected to be made available in 2024 at no additional cost, a company spokesperson said.