pathwaycom/serviette is a no-code RAG server that keeps documents continuously synchronized while maintaining question-and-answer capability. RAG (retrieval-augmented generation) is an approach that finds documents related to a question and builds the answer on the basis of their content. This repository is built on top of the Pathway Live Data Framework, which keeps updating data in step with the flow of incoming documents, and no public release version can be confirmed.
No-code means a way of standing up document-based chat and a REST API through configuration alone, without writing code directly. The README explains that adding, editing, or deleting a document is reflected in the answers within seconds. The indexer and server connect to a vector database, DuckDB is the default store, and 8 vector databases are supported. The implementation language is Python and the license is MIT, with the star count recorded as 58782. The repository creation date is recorded as 2023-07-19, and it is worth consulting as a reference for the structure of RAG for internal knowledge answers where documents change frequently.
However, no measurements are given for the conditions under which the “few seconds” synchronization claim holds, nor for retrieval accuracy. There are no release tags either, which makes the change history hard to check, and the freshness, tech, and quality evaluation figures are empty, with only the momentum figure recorded as 0. So this structure can be viewed as a design reference, but the synchronization speed and retrieval quality need to be verified directly.