Enhanced AI Tools: Filtering, Observability, and Performance
We've rolled out several key improvements to our AI tools. Users can now apply structural filters when searching data, specifying filenames, sheets, and row ranges for more precise results. This enhancement allows for better control over the data used in AI-powered tasks.
To improve the AI Fill experience, we've implemented measures to prevent the AI from repeatedly using the same data chunks. This ensures that subsequent searches return fresh, relevant results. Additionally, we've refined the way get_file_content handles large files, ensuring that the tool remains performant by capping the amount of data processed in a single call. This prevents potential token overages and maintains responsiveness.
We've also enhanced our monitoring and diagnostics capabilities by adding detailed logging for retrieval tools. These logs provide valuable insights into how the AI tools are functioning and help us identify areas for further optimization. These updates contribute to a more robust and efficient AI-powered data workspace.
View source activity
Commits (13)
- docs(deploy): release log 2026-05-19 23:23
- v0.0.4.0 feat: add structural filters to search_data (#221)
- v0.0.4.0 fix(ai-fill): log search_data augmentation diagnostics (#220)
- docs(deploy): release log 2026-05-19 21:57
- [codex] LOT-90 + LOT-87 retrieval observability (#218)
- docs(deploy): release log 2026-05-19 20:40
- v0.0.3.1 fix(ai-tools): cap get_file_content page by characters (LOT-91) (#216)
- docs(deploy): release log 2026-05-19 15:37
- LOT-86: prevent repeated search_data chunks (#214)
- docs(deploy): release log 2026-05-19 12:09
- Merge pull request #212 from jschill/johannesschill/lot-85-get-file-content-pagination
- docs(deploy): release log 2026-05-19 11:24
- v0.0.1.1 fix(ai-fill): reduce bulk fill token pressure (#210)
Pull Requests (13)
- #222: Deploy 2026-05-19 23:23 — 2 commits
- #221: v0.0.4.0 feat: add structural filters to search_data
- #220: v0.0.4.0 fix(ai-fill): log search_data augmentation diagnostics
- #219: Deploy 2026-05-19 21:57 — 1 commit
- #218: [codex] LOT-90 + LOT-87 retrieval observability
- #217: Deploy 2026-05-19 20:40 — 1 commit
- #216: v0.0.3.1 fix(ai-tools): cap get_file_content page by characters (LOT-91)
- #214: LOT-86: prevent repeated search_data chunks
- #215: Deploy 2026-05-19 15:37 — 1 commit
- #212: v0.0.2.0 feat(ai-tools): paginate get_file_content + xlsx sheet selector (LOT-85)
- #213: Deploy 2026-05-19 12:09 — 1 commit
- #211: Deploy 2026-05-19 11:24 — 1 commit
- #210: v0.0.1.1 fix(ai-fill): reduce bulk fill token pressure