BerriAI / litellm
github.com·3d ago
Developer Tools
Databricks Blog·12d ago·5 min read
Introducing ai_decide: make fast decisions on your governed data
TL;DR
Databricks has launched ai_decide, a new AI function that enables rapid decision-making on governed data, significantly reducing latency and costs compared to traditional LLMs.
✦ Why It Matters
Start using ai_decide today to reduce decision-making latency and costs in your data workflows.
Key Takeaways
- Implement ai_decide for faster decision-making on structured tasks.
- Reduce operational costs by avoiding LLMs for simple queries.
- Utilize probabilities and scores for better decision insights.
- Integrate ai_decide into existing workflows for improved efficiency.
Full Summary
Databricks introduces ai_decide, an AI function designed to streamline decision-making processes for enterprise workflows. Many teams currently use large language models (LLMs) for straightforward tasks, such as categorizing support tickets or determining document review needs.
However, these applications often incur unnecessary latency and costs, especially at scale. ai_decide leverages a decision model that evaluates questions against unstructured text inputs, providing quick outputs like probabilities or scores. This approach allows for decisions to be made in a fraction of a second, optimizing both speed and cost-effectiveness.
By using ai_decide, organizations can enhance their operational efficiency while managing high volumes of data.