> For the complete documentation index, see [llms.txt](https://myros.gitbook.io/bp/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://myros.gitbook.io/bp/product-scope/limitations.md).

# Limitations

Myros is designed to be useful immediately, but the current release is still early.

| Limitation                     | Current Impact                                                     | Planned Direction                     |
| ------------------------------ | ------------------------------------------------------------------ | ------------------------------------- |
| Website-only knowledge sources | Agents cannot yet ingest PDFs, CSVs, DOCX, or uploaded files       | Add file ingestion support            |
| No vector search yet           | Retrieval may miss paraphrased or semantically related information | Add embeddings and similarity search  |
| Re-crawling per query          | Can increase latency and bandwidth usage                           | Add crawler caching                   |
| Shared admin password          | Access control is simple but not granular                          | Add per-user admin roles              |
| Telegram-first interface       | Initial use case is strong but platform scope is narrow            | Add additional interfaces             |
| Limited analytics              | Admins lack detailed usage insights                                | Add analytics dashboard and reporting |
| No plugin marketplace          | Extensions are manual at first                                     | Build modular plugin ecosystem        |

This transparency is important.

Myros should not pretend to be complete.\
Myros should show that she is real, usable, and evolving.