Productionizing LLMs is a Multi headed chimera. From getting the vector db retrieval in order, to proper classification, monitoring, and reliable generations. S

Productionizing LLMs is a Multi headed chimera. From getting the vector db retrieval in order, to proper classification, monitoring, and reliable generations. Still searching for a solution to many of these problems, but https://www.parea.ai https://www.parea.ai helps with the testing, eval, iteration part. Wonder what folks use for the vector db retrieval part?