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Building a Research Paper Curator for Knowledge Assistants Document-heavy workflows such as research analysis, contract review, and support ticket processing, are a natural fit for AI agents. Building them from scratch means orchestrating document pa...

Choosing the Best Model for Your Agent Oct 29, 2025 • Daniel Liden Introduction When you’re building an agent that needs to query your data and make decisions, comparing models across providers often means managing fragmented authentication, sep...

LLMs on Databricks are now available to call via LiteLLM. LiteLLM is a library that provides a python client and an OpenAI-compatible proxy for accessing 100+ LLMs with the same input/output formats, making it easy to manage and switch between models...

Introduction: The Origins of Brickbot If you attended the Databricks Data and AI Summit (DAIS) this year, you may have noticed a new addition to the event app: Brickbot, the summit AI assistant. Brickbot, the Data and AI Summit Assistant   Brickbot w...

This is the first part of a guide on writing prompts for models accessible via the Databricks Foundation Model API, such as DBRX and Llama 3. Prompting, whether in the context of interacting with a chat-based AI application or deeply integrated with ...