Working on bug fixes, enhancements: expect push tonight.

[NeurosynLabs]

• Fixing issues with large file sizes by chunking and merging and summarizing with puter.js and others to reduce file size and bot to summarize/dedupe conversation. Stay tuned.

Proposed Architecture & job flow:

Client (Memora): prepares payload (selected messages or whole corpus metadata), creates a summarization job on puter.js, polls/streams status, renders progress, and downloads artifacts when done.
Puter job: does dedupe → chunk → map-summarize → reduce-synthesize → post-process (citations, outline), writes artifacts (markdown + JSON), and exposes:
job_status.json (state, percent, ETA, token counts, costs)
summary.md (human-readable)
summary.json (structured outline, decisions, actions, entities, citations)
Optional annex.jsonl (deduped, stitched transcripts)
Idempotency: job key is (dataset_hash + query + params) so reruns reuse cached results if identical.
B) New UI (index.html)
Puter Auth Panel (Options):
puter API key / endpoint
OpenAI key/model for puter (if the worker calls OpenAI)
Rate-limit caps (requests/min, tokens/min)
Summarize via Puter button in the Search overlay header:
“Summarize (puter.js)” → creates job
“Cancel/Retry” next to it when job exists
Parameters drawer:
Dedupe threshold slider (exact/near-duplicate)
Chunk size (token target)
Max chunks (budget guardrail)
Model selection (per map/reduce stage if desired)
Temperature (0.0–0.4 default)
Cost cap ($ limit, token limit)
PII redaction toggle (emails, phones)
Toxicity filter toggle (drop/flag)
Date filter (from/to), role filter (user/assistant/system)
Priority: relevance-rank by keyword density vs chronological
Job Status Panel (floating dock / modal):
State: queued → running → reducing → post-processing → done / failed
Progress bar (determinate), chunk counts, ETA
Token usage & approximate cost (map / reduce)
Live logs pane (last N lines)
View artifacts buttons: summary.md, summary.json, annex.jsonl
Download buttons (with size estimate)
Saved Jobs tab:
List past jobs (topic, date, params, duration, size)
Re-open artifacts / duplicate with tweaks
Delete job cache
Slice controls (pre-flight filter in overlay):
“Summarize all search hits” (default)
“Only selected threads”
“Date window: last 30/90 days”
“Top N messages by keyword score”
Digest preview:
Render summary.md with a ToC sidebar and back-links to message IDs
“Reveal evidence” in-place (shows the cited messages from annex without leaving the page)
Export:
Download single file: summary.md, summary.json
Optional bundle (summary + annex) as .zip (client-side; not required if you want pure single-file)
Copy to clipboard buttons (markdown and JSON)
Cost & size estimator:
Before running, show estimated chunks/tokens/cost and expected artifact sizes based on a small sample.
C) Worker/job behaviors (we’ll reflect in JS later)
Dedupe: exact hash + near-duplicate (n-gram/Jaccard or cosine with stopword removal)
Chunking: by thread & time, ~2–4k tokens per chunk, hard cap on chunk count
Map prompts:
Return structured sections: Key Points, Decisions, Actions, Entities, Dates, Open Questions
Keep inline citations (message indices) when relevant
Reduce prompts:
Merge overlaps, deconflict contradictions, preserve numbers/dates, output:
Overview
Major Themes
Decisions
Actions (with checklists)
Open Questions
Glossary
Citations index [thread_id@msg_idx]
Post-process:
Build summary.md + summary.json
Optionally generate:
Timeline (ISO date → events)
Entity index (people, orgs, projects)
Topic map (keywords → chunks)
Resilience:
Auto-retry failed chunk calls
Backoff on rate limits
Partial results resume (idempotent job key)
D) Privacy & safety
Client-side PII redaction pre-filter (regex + heuristic)
Content policy guard (drop messages above toxicity threshold if toggled)
Local-only mode (map step client-side, reduce on puter) if needed to limit data sent outward (we can offer both: “Full cloud summarize” vs “Hybrid”)
E) Performance & UX polish
Non-blocking UI; streaming progress
Pause/resume job (puter queue)
Low-RAM mode (send only selected slices not full corpus)
Cancel kills puter task and cleans partial artifacts
Notifications (simple toast; optional desktop notification on complete)
F) Accessibility & mobile
All progress & status live-announced with aria-live
Large tap targets, responsive dialogs
Keyboard shortcuts: / to focus search, S to summarize, Esc to close
G) Dev & ops niceties
Dry-run mode: build chunks & estimates without LLM calls
Trace IDs in logs for debugging
Config export/import (JSON of your params)
Versioned artifact header ($v, job params, dataset hash)
Deliverables in this phase
index.html updated with:
Puter Options panel
Enhanced Search Overlay header (Summarize via Puter, Params drawer, Status dock)
Digest Preview modal
Saved Jobs tab
style.css updated with:
GitHub-dark UX for new controls, modals, progress bars, logs
Responsive/mobile-first sizing and a11y affordances

Workflow, enhancements and features approved. Dev will code, update and Vercel will redeploy.

Cl: 9/1/25

[NeurosynLabs]

Workflow approved. Current coding. Will provide update to README.md once finished.

[NeurosynLabs]

All files updates for all changes proposed. Testing complete. Pushed to Vercel.