ReadyFlow: S3 to Chroma DB [Technical Preview]
You can use the S3 to Chroma DB [Technical Preview] Readyflow to consume PDF documents from S3, vectorize them using an OpenAI model and write the results to Chroma DB.
This ReadyFlow consumes PDF documents from a source S3 location, partitions the PDFs, chunks the data, vectorizes the data using an OpenAI embedding model, and stores the results in Chroma DB. The default OpenAI model is 'text-embedding-ada-002'. An OpenAI API key and a Chroma Server Authentication Token are required to run this flow. Define a KPI on the failure_WriteToChroma connection to monitor failed write operations.
| S3 to Chroma DB [Technical Preview] ReadyFlow details | |
|---|---|
| Source | Cloudera Managed Amazon S3 |
| Source Format | |
| Destination | Chroma DB |
| Destination Format | Vector DB |
