Generative AI and KNIME
Create your analysis automatically with an AI assistant, build custom LLM-powered data apps, auto-generate Python scripts and do more with your data
Bringing AI into your hands
Upskill faster with the KNIME AI assistant, K-AI, generating analytics workflows automatically based on your directions
Connect to, integrate, and customize LLMs using your own data to build AI-powered apps for your specific use cases- Create Python scripts and visualizations automatically with an AI coding assistant to do the heavy lifting for you
Why KNIME for generative AI
KNIME AI assistant, K-AI, to build your analysis
- Automatically generate workflows for all your data analytics tasks with prompts to K-AI in natural language
- Build complex analyses either fully automatically with K-AI or collaboratively using K-AI as a peer and take over when the analysis gets interesting
- Upskill and expand into new disciplines faster with K-AI to guide you when you get stuck
KNIME AI extension to customize LLMs for your use cases
- Connect to and prompt large language models (LLMs), chat models, and embeddings models provided by OpenAI, Azure OpenAI Service, Hugging Face, and GPT4ALL
- Combine your own data with LLMs using vector stores and agents, build in custom business logic and prompts securely and get more relevant results
AI coding assistant to generate scripts and visualizations automatically
- Have Python scripts auto-created at your fingertips by chatting with an AI-powered coding assistant
- Build custom visualizations for all your analysis faster than ever by simply prompting the AI coding assistant
Recommended resources
Generative AI Workflow Collection
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.