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Author SHA1 Message Date
rootandClaude Opus 4.6 bd68b662b7 Update PRD + memory: Observer KB needs devop.live LLM Team mode integration 
Observer KB PRD v2:
- Multi-pass pipeline using devop.live's 20 analysis modes
- extract → validate → hallucination-check → consensus → organize → render
- Q&A chain extraction (questions as anchors)
- Curated document output (hand-it-to-someone quality)
- Integration architecture with LLM Team API on :5000

Memory updated with:
- Two-project structure (Lakehouse core + Observer KB)
- What's built vs what's next
- Critical: devop.live modes ARE the multi-pass pipeline
- Next session: integrate Observer KB with LLM Team modes

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 23:35:15 -05:00
rootandClaude Opus 4.6 3cf000ccf3 Observer KB: knowledge-first interface (not a PDF viewer) 
Rebuilt from scratch around processed/enriched knowledge:

Knowledge tab (default):
- Stats: topic count, decision count, insight count, question count
- Auto-generated categories with mention counts and cross-conversation coverage
- Click category → drill into semantic matches + related decisions
- Extracted decisions (color-coded badges)
- Key insights
- Open questions (unresolved)

Explore tab:
- Semantic search across all extracted knowledge
- Results show relevance scores and source documents

Ask tab:
- RAG query: question → search → context → LLM answer with cited sources
- Full provenance chain

Ingest tab:
- Drag & drop upload with progress
- Note about running extraction pipeline for new files

This is an editorial workflow, not a file browser.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 23:26:05 -05:00
rootandClaude Opus 4.6 1dcbe8e04c Fix Observer KB: filter knowledge tables from sidebar, improve error handling 
- Sidebar now excludes knowledge_topics/decisions/insights/questions tables
- Better error display when conversation load fails
- Prevents JSON parse errors from unfiltered dataset names

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 23:17:16 -05:00
rootandClaude Opus 4.6 0756075c6d Observer KB: full knowledge base interface 
- Conversations tab: chat-style view with user/AI/page messages, page numbers
- Search tab: semantic search via HNSW, save findings to journal
- Ask AI tab: RAG query against all conversations, shows sources with scores
- Map tab: visual heatmap of conversations by size, click to open
- Upload tab: drag & drop PDFs
- Sidebar: conversation list with page counts
- Save to KB: bookmark search results and AI answers to event journal

Pure HTML/JS, no WASM. Loads instantly.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 22:57:19 -05:00
rootandClaude Opus 4.6 c49b30053b Observer KB: new app for ChatGPT/Claude PDF knowledge extraction 
- New branch: observer-kb
- PRD: apps/observer-kb/docs/PRD.md
- ChatGPT PDF parser: extracts conversation turns (user/assistant)
- Upload portal: pure HTML/JS (no WASM), drag & drop, progress bars
- Browse: view ingested datasets with preview
- Search: semantic search across embedded conversations (HNSW)
- Served on :3400 via systemd (observer-kb.service)
- Uses Lakehouse core for storage, query, vectors, AI

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 22:23:09 -05:00