KNIME, the open supply information analytics and AI firm, introduced the launch of its AI companion – Ok-AI – to all customers. With Ok-AI, customers can co-create highly effective information workflows with AI. Ok-AI will reply questions, make suggestions, and lengthen or construct entire information workflows based mostly on person prompts. The AI companion hastens the time to perception, whereas giving customers full transparency into and management over what AI is doing.
This can be a main step ahead within the automation of information work that helps customers of any talent stage derive higher insights from their information, sooner.
In contrast to AI instruments that generate scripts, KNIME’s intuitive visible workflows assist information staff instantly perceive how AI contributed to their work. Not solely does the visible workflow act as documentation of each step in a knowledge manipulation or information evaluation course of, however Ok-AI additionally provides its personal narrative textual content to doc its work, so you may simply evaluate it. The workflow itself represents a paradigm shift for information staff utilizing AI, from opaque code-heavy environments, to clear documented workflows anybody can perceive.
This makes Ok-AI a companion you may belief together with your information work.
Turning into “data-driven” is a fascinating aim for a lot of firms, however one they usually face challenges with – whether or not it’s challenges in working effectively with information, bottlenecks as a consequence of restricted entry to information scientists, or lack of well timed insights as a consequence of prolonged information prep processes.
Ok-AI helps anybody within the group upskill sooner to do information work, taking the burden off inside specialists. It additionally considerably will increase the velocity at which information will be ready and cleaned for evaluation – a course of that’s routine and sometimes time-consuming for people.
Ok-AI affords two modes:
- Q&A Mode: Customers can ask KNIME-related technical or theoretical questions, and Ok-AI gives solutions, serving to customers higher perceive how particular nodes work or how one can additional enhance their workflows.
- Construct Mode: Ok-AI collaborates with customers within the canvas by including, connecting, and configuring nodes based mostly on person interactions. Customers can construct a easy workflow with a single immediate, or get Ok-AI’s assist to advise on the subsequent node throughout workflow creation. Ok-AI can even assist in styling visualizations, producing embedded Python or R scripts, and extra. Ok-AI at all times explains its work so people can see what has been added to their workflows and why.
KNIME’s Ok-AI companion doesn’t simply assist with constructing workflows from scratch. In construct mode, it could actually lengthen current workflows and in Q&A mode it could actually advocate extensions, workflows, and nodes from KNIME Neighborhood Hub. This makes it simpler than ever for customers to find current options and construct on neighborhood contributions with out ranging from scratch.
“KNIME’s mission has at all times been to allow anybody to have the ability to make sense of their information, no matter their technical background,” stated Michael Berthold, CEO of KNIME. “With Ok-AI, we’re taking a big step ahead in serving to people construct workflows sooner and study extra within the course of. By combining AI help with KNIME’s open-source platform, we’re not solely accelerating how customers work with information but additionally empowering them to study and develop as they go. We’re excited to see how Ok-AI will assist customers unlock new alternatives with their information.”
Ok-AI was first launched as an experimental extension in early 2024. Through the experimental part, each the Ok-AI Q&A mode and the Construct mode have been examined and refined. Now Ok-AI is for the primary time launched into KNIME for all customers as a part of the broader KNIME Analytics Platform 5.4 launch, which incorporates quite a few enhancements to LLM connectivity, LLM analysis capabilities, and the general person expertise:
- Improved AI extension with assist for Databricks LLMs and GPT4All fashions on IBM Granite and Microsoft Phi 3.5 on high of current assist for OpenAI, Azure, Hugging Face, and Ollama fashions.
- The power to detect vulnerabilities corresponding to bias, hallucination, information leakage and extra in AI-augmented workflows with Giskard LLM and Giskard RAG nodes.
- A number of connectivity enhancements to Tableau, Field, and Databricks on high of KNIME’s 300+ current information supply integrations.
Beginning with KNIME Analytics Platform 5.4, Ok-AI is included for all customers. Customers can even attempt constructing with Ok-AI immediately within the browser through KNIME’s new playground environment. Learn extra in regards to the full set of options introduced in KNIME Analytics Platform 5.4 HERE.
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