Commit Graph

15 Commits

Author SHA1 Message Date
chriscrosstalk 9c98d8225b
fix(rag): repair ZIM embedding pipeline (sync filter, batch gate, DOM walk) (#745)
Three bugs in the RAG embedding pipeline, diagnosed and patched by @sbruschke
against v1.31.0 with working before/after chunk counts. All three are
root-cause contributors to #388.

1. scanAndSyncStorage queued every file under /storage/zim/ for embedding,
   including Kiwix's generated kiwix-library.xml. EmbedFileJob rejected it
   with "Unsupported file type" and the default 30-attempt retry policy
   kept it looping on every sync, flooding nomad_admin logs. Now gated on
   determineFileType(filePath) !== 'unknown'.

2. hasMoreBatches compared zimChunks.length (section-level chunk count
   under the 'structured' strategy) against ZIM_BATCH_SIZE (an article
   limit). Because articles emit multiple sections, the two are never
   equal for real archives and processing silently stopped after the
   first 50 articles. Now gated on articlesInBatch >= ZIM_BATCH_SIZE.

3. extractStructuredContent walked only direct children of <body>, so any
   ZIM that wraps content in a container div (Devdocs, Wikipedia,
   FreeCodeCamp, React docs, etc.) produced zero sections and silently
   embedded zero chunks while reporting success. Now walks the full DOM
   via $('body').find('h2, h3, h4, p, ul, ol, dl, table'), with a
   whole-body text fallback when the selector walk yields nothing.

Before/after chunk counts confirmed by @sbruschke on v1.31.0:
  devdocs_en_git   0 -> 916
  devdocs_en_react 0 -> 481
  devdocs_en_node  0 -> 423
  libretexts_en_eng 1 -> 35 (climbing)
Wikipedia resumed progressing normally through its 6M articles.

Closes #718
Closes #719
Closes #720
Closes #388

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-20 16:23:25 -07:00
Henry Estela 10ba8000cf
fix(AI): qwen2.5 loading on every chat message (#649)
Use the currently loaded model for chat title generation and query rewrite.
2026-04-17 11:37:44 -07:00
arn6694 ed8918f2e9 feat(rag): add EPUB file support for Knowledge Base uploads (#257) 2026-04-03 14:26:50 -07:00
Henry Estela 69c15b8b1e feat(AI): enable remote AI chat host 2026-04-03 14:26:50 -07:00
Jake Turner 96e5027055 feat(AI Assistant): performance improvements and smarter RAG context usage 2026-03-11 14:08:09 -07:00
Jake Turner dfa896e86b feat(RAG): allow deletion of files from KB 2026-03-04 20:05:14 -08:00
Jake Turner 99b96c3df7 feat(RAG): display embedding queue and improve progress tracking 2026-03-04 20:05:14 -08:00
Jake Turner 6817e2e47e fix: improve type-safety for KVStore values 2026-03-03 20:51:38 -08:00
Jake Turner 4747863702 feat(AI Assistant): allow manual scan and resync KB 2026-02-09 15:16:18 -08:00
Jake Turner 8726700a0a feat: zim content embedding 2026-02-08 13:20:10 -08:00
Jake Turner ab07551719 feat: auto add NOMAD docs to KB on AI install 2026-02-03 23:15:54 -08:00
Jake Turner d1f40663d3 feat(RAG): initial beta with preprocessing, embedding, semantic retrieval, and ctx passage 2026-02-01 23:59:21 +00:00
Jake Turner 31c671bdb5 fix: service name defs and ollama ui location 2026-02-01 05:46:23 +00:00
Jake Turner 243f749090 feat: [wip] native AI chat interface 2026-01-31 20:39:49 -08:00
Jake Turner 50174d2edb feat(RAG): [wip] RAG capabilities 2026-01-31 20:39:49 -08:00