Private AI is transforming the way businesses handle sensitive data, and at nowtec solutions, we’re at the forefront of this revolution. Our recent exploration of open-source large language models (LLMs) has led us to an exciting discovery: Ollama models are the key to unlocking powerful, on-premises AI capabilities.
The Power of Ollama Models
Ollama provides a framework for running open-source models that are compatible with the OpenAI API. This compatibility ensures seamless integration with existing systems while offering a wide array of models to choose from. Some standout options include:
- Ollama: Featuring a massive 405 billion parameter model
- Mistral: Available in various sizes, including NEMO and LARGE
- PHI3: A compact yet powerful model suitable for mobile devices
- Dolphin: An uncensored LLM with mini and tiny versions
These models offer state-of-the-art capabilities, rivaling and sometimes surpassing commercial offerings.
Open Web UI: A Game-Changer for Private LLMs
To harness the full potential of these models, we’ve implemented Open Web UI, a service that provides a familiar interface with robust features:
- Model Management: Easily download and run various models
- API Integration: Seamlessly incorporate AI into your applications
- Web Search Capabilities: Enhance LLM performance with online data
- Document Embedding: Utilize ChromaDB for improved data processing
- Fine-Tuning: Customize models to your specific needs
Real-World Applications
We’re implementing these private AI solutions in products like nowWIKI and custom installations for clients who prioritize data security. The demand for AI that doesn’t share data beyond organizational boundaries is growing, and open-source models are meeting this need effectively.
See It in Action
To get a comprehensive overview of our findings and see these technologies in action, check out our detailed video walkthrough:
In this video, Vladimir from nowtec solutions demonstrates the capabilities of Ollama models and Open Web UI, showcasing how these tools can be leveraged for secure, private AI solutions.
Join the Private AI Revolution
Are you interested in exploring private LLMs for your organization? We’re offering exclusive invites to try out our Open Web UI implementation. Experience the power of on-premises AI firsthand and see how it can transform your data processing while maintaining strict privacy standards.
To request an invite or learn more about implementing private AI in your business, contact us today. Let’s work together to keep your data secure while harnessing the full potential of AI technology.
