## Summary Refs #2785. `OpenSearchVectorDBStorage.upsert()` previously issued one `helpers.async_bulk` call per invocation. The profile in #2785 shows the upstream pipeline calling `upsert()` 506 times for the demo workload, so the vector p
Closes #2995. ## Summary `_call_protocol_parse_service` (used by `parse_docling` and `parse_mineru`) hardcoded the multipart field name as `"file"` and shipped Docling defaults that did not match the official [docling-serve API](https://doc
Implement per-role LLM function separation as specified in #2741 Each role (extract, keyword, query) gets its own independently wrapped LLM function with a dedicated concurrency queue, enabling fine-grained control over model selection, con
## Description Added page-Level tracking and citation. Now the references from the retrieval shows the exact page/range of pages from which the chunk was retrieved. <img width="451" height="71" alt="image" src="https://github.com/user-attac
closes #2 add .gitignore file to exclude unnecessary files and directories