BAIR

FEBRUARY 17, 2024

Python code that calls an LLM), or should it be driven by an AI model (e.g. DataOps: Because many AI systems involve data serving components like vector DBs, and their behavior depends on the quality of data served, any focus on operations for these systems should additionally span data pipelines. Operation: LLMOps and DataOps.

AI 145

AI AI DataOps Data Pipeline 145

phData

MAY 11, 2023

This is because databases and the data therein are constantly changing. Consider the scenario where you create a view in the database using your Development (DEV) environment. Many open-source and free tools exist, such as Flyway, Liquibase, schemachange, or DataOps. This feature can be used in many ways.

Database 52

Database SQL DataOps Data Warehouse 52

BAIR

FEBRUARY 18, 2024

Python code that calls an LLM), or should it be driven by an AI model (e.g. DataOps: Because many AI systems involve data serving components like vector DBs, and their behavior depends on the quality of data served, any focus on operations for these systems should additionally span data pipelines. Operation: LLMOps and DataOps.

AI 40

AI AI DataOps Data Pipeline 40