Use the best models available from any vendors or open-source providers, on-premises or on the cloud. Fine-tune on your own organization's data and empower your company's LLM models with real-time context about your users and their requests.
From foundational models to sophisticated AI-powered applications. Whether it's Fine-Tuning, Retrieval Augmented Generation (RAG) or custom Function Calling; Hopsworks enables your organization bespoke personalised and real-time enabled LLMs application.
Extract and summarize key information from sensitive documents, within your own secure infrastructure.
Real-time content, products, or document suggestions based on user interaction and last requests.
Content and interactions personalization to match user behavior and preferences on-the-fly, delivered seamlessly at ultra-low latency.
Improve your users and customers experience with AI that contextually understands user behavior and requests.
Reduce data deduplication as well as inference and training costs. Produce your LLMs where your data is and use the best technologies to store your data faster, more efficiently.
A unified approach for RAG that includes a VectorDB for unstructured data and Function Calling to retrieve selected structured data from Hopsworks Feature Store.
Create and store your Fine-tuning data with Hopsworks by using the feature store as a prompt store; version and monitor your prompts in the feature store and use them for monitoring or building new datasets.
Establish strict data privacy and compliance when data handling requires adherence to GDPR, HIPAA, EU AI Act or internal best practices. Ensure that your LLMs can be trained and used without compromising on data security.
Contact us and learn more about how Hopsworks can help your organization develop and deploy reliable AI Systems.
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