GenAI with KNIME
Upskill within KNIME, integrate genAI into your workflows, and mitigate risk.
Adopt, scale usage & control
While stakeholders put pressure on data and IT teams to innovate with GenAI, many are scrambling to find a way to govern and control their models. Use KNIME to allow access to the latest and greatest models – and simultaneously establish safeguards and controls to curb associated risk. Leverage built-in AI assistant capabilities to upskill and dive deeper into data science.
Upskill & work faster with K-AI
K-AI is an integrated chat assistant designed to help you get started with visual workflows, specifically, or analytics generally. It can offer help building workflows, writing scripts, creating visualizations, or explaining functionality. Through real-time support, K-AI enables faster learning and utilization of the full breadth of KNIME's powerful analytics capabilities.
Access and customize the most popular LLM models in the industry.
Connect to and prompt large language models (LLMs), chat models, and embedding models provided by OpenAI, Azure OpenAI Service, Hugging Face, and GPT4ALL.
Combine data with LLMs using vector stores and agents, build in custom business logic and prompts securely, and get more relevant results.
Combine data with LLMs using vector stores and agents, build in custom business logic and prompts securely, and get more relevant results.
Augment LLM capabilities with analytics, or vice versa
Integrate LLMs into your analytics workflows mixing and matching analytics techniques to get the most out of your data.
Build guardrails to ensure data and model governance
Prevent sensitive information being accessed by GenAI tools with KNIME. Block requests including sensitive data or anonymize personally identifiable information before requests are made to GenAI tooling. Leverage the full flexibility of KNIME workflows to customize the guard-railing in line with your requirements.
Control access to models with an AI Gateway
Be confident your data isn’t being sent out to untrusted tools. Route all GenAI requests through one or multiple trusted AI providers. Alternatively, set only internal AI tools as trusted sources for routing GenAI requests.
Recommended resources
Explore generative AI workflows
Browse KNIME workflows for practical apps using large language models, chat models, vector stores, and agents.
How to build your own AI-powered data apps
Watch this webinar by KNIME AI experts to learn how to quickly build AI-powered data apps for your specific needs.