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[WIP] V2: Integration of Nemotron suite, Zetaris & H-MEM into Blue Intelligence - #33

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[WIP] V2: Integration of Nemotron suite, Zetaris & H-MEM into Blue Intelligence#33
NAVIGUIDE-for-Berry-Mappemonde wants to merge 177 commits into
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feat/integrate-poe-pipeline

NAVIGUIDE-for-Berry-Mappemonde commented Oct 23, 2026

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Overview

Integration of the Blue Intelligence V2 pipeline for hackathon evaluation:

Specialized NVIDIA Nemotron suite chaining per domain role
Zetaris cross-validation and official port corroboration
H-MEM persistent memory loop
Safe environment isolation (ports 8002/3002, isolated database blueintel_db_v2 leaving V1 baseline intact)

Changes Included

1. Backend & LLM Chains (`backend/app/core/`)

Specialized Nemotron models by role in nvidia.py and llm.py:
- Nemotron Lightning: filter, normalize, search_rank
- Nemotron-3.5-Super-VL: page (visual OCR on document pages)
- Nemotron-3 Super: extract, json, reconcile
- Nemotron Ultra: judge, brief
Fallback chain configured for high availability.
Target DB isolated to blueintel_db_v2.

2. Frontend React (`frontend/src/`)

Connected POST /api/poe/verify via verifyZonePoe().
Added non-blocking verification button in ZoneFiche.js: « ⚡ Vérifier (Nemotron Suite + Zetaris) ».
Visual badges for Nemotron models, Zetaris certification status, Clearance Brief, and official document text citations.

3. CLI & Offline Demo (`run.py`)

Hardened CLI --sample-mode running agent traces independently of MongoDB for fresh clone evaluation by judges.

Action Items for @HamidZ11

Route primary LLM chain through nightshift (core/generator.py) in llm.py for NVIDIA prize compliance.
Plug h-mem feedback loop in poe_pipeline.py to actively influence source retries/arbitration.
Hook ZetarisClient.get_ports() directly into validate_ports_zetaris().

HamidZ11 and others added 30 commits

October 22, 2026 12:43


          Add read-only Zetaris REST adapter with sample mode, retries and JSON…

45f61f7

…L traces


          Register seed PoE data in Zetaris and read ports through the adapter

2ac638f


          Merge branch 'main' into zetaris-adapter


          Address PR #26 review: escapes, numeric check, central paths, setup s…

1d3f908

…plitter


          Add Zetaris -> evaluator end-to-end test

72e32c4


          Integrate Meterless H-MEM engine (Python port, 13/13 conformance) as …

eff8c67

…port-verification memory


          Evaluator follow-ups: strict official-source check, document reasons …

bee620b

…removal, parallel-safe trace test


          Add Meterless Nightshift generator with NVIDIA Nemotron and sample fa…

6688bdc

…llbacks


          Opt-in LLM_PROVIDER=meterless hook in llm.py

860f24d


          Add sponsor-tech write-up for Zetaris and H-MEM

85e840a


          Generator: official METERLESS_* env, bounded timeouts, optional NVIDI…

eb5701a

…A, caller sample_fn

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/zetaris-adapter into run-pipeline

81c96b4

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/hmem-engine into run-pipeline

c9d6311

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/evaluator-followups into run-pipeline

3f23083

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/nightshift-generator into run-pipeline

9386fad

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Add run pipeline orchestrator with ResearchAgent and BriefingAgent

f11d972

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Add run.py CLI and POST /run server that work from a fresh clone

04f9368

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Test run pipeline: fresh clone, trace, H-MEM research, fallbacks, bounds

6f1265c

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Add .env.example, RUNNING.md and generated input/output examples

44a7aeb

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Generator: strip model reasoning (</think>) from content before use

2df1406

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/nightshift-generator into run-pipeline

07f1d4f

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Add recorded live Nemotron run for Bermuda

4cdd51f

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          RUNNING.md: use python3 (3.12+) and explain PORT when 8000 is busy

953b11d

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Re-record live Nemotron run with official METERLESS_* settings

1892f87

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/run-pipeline into sponsor-docs

a1e234e

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Sponsor write-up: add Nightshift, NVIDIA and full run pipeline

41ceb86

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          fix: Windows-compatible locking, centralized REPO_ROOT, validation be…

6a93fe7

…fore lock for H-MEM engine


          paths.py: shared superset of repo path constants and get_*() helpers

3d6de37

Identical on zetaris-adapter and hmem-engine to avoid an add/add conflict.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          paths.py: shared superset of repo path constants and get_*() helpers

e3a414c

Identical on zetaris-adapter and hmem-engine to avoid an add/add conflict.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>


          Merge origin/hmem-engine into run-pipeline

71bdafe

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

# Conflicts:
#	backend/app/core/paths.py

NAVIGUIDE-for-Berry-Mappemonde and others added 30 commits

October 25, 2026 18:55


          Merge pull request #50 from Berry-Mappemonde/submission-metadata

3cce13a

Add metadata.json (machine-readable project summary)


          Merge pull request #51 from Berry-Mappemonde/docs-declaration

f7aeefe

Add the pre-existing work declaration (docs/SUBMISSION_DECLARATION.md)


          Polish the top nav and Ports of entry screens with Meridian tokens

6ea7064

Visual only: neutral surface ladder, Inter type scale, one accent for focus,
near-white Verify, tier status pattern (glyph + colour + label) shared by the
sheet cards, map popups and legend, How we checked block, compact banner.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Add before/after screenshots of the Ports of entry polish

fbc44c7

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Keep PoE markers clickable, keep the verify result, neutral EEZ polygons

78b9f43

Markers move to a poe-ports pane (SVG, transparent hit halo) above the EEZ
polygons; re-selecting the open zone keeps its sheet; polygons are neutral
hairlines with amber only on the selected zone; the sheet owns the sidebar
while a zone is open; zone sources get readable titles.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Refresh the after screenshots of the Ports of entry polish

1d598a6

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Fit the map to the selected zone, readable evidence excerpts, cleaner…

882d09b

… port popup

Row and polygon clicks fit the EEZ bounds; markers grow with a dark outline
from zoom 4; excerpts are trimmed to words with the matched name and entry
term highlighted; the popup drops the OSM and placement chips, de-duplicates
its footer and labels the French seed note; telemetry speaks words.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Refresh the round-2 screenshots of the Ports of entry polish

ad8d162

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Polish non-PoE mode sidebars with Meridian presentation

da24acb


          Refresh sidebar screenshots on latest ui-polish baseline

9bf56e7


          Frame the ports on zone selection, dedupe the attribution bar

afbb6e7

Zone selection fits the zone's ports (max zoom 11) when it has any; the
seed note shows only in its own language; the Verify hint is sentence case;
the Leaflet attribution lists each provider once and never clips.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Refresh the round-3 screenshots of the Ports of entry polish

7086f4e

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Hide the selected EEZ outline above zoom 9

7ad91b1

Framed on its ports the outline only traced the coastline; it comes back
when the user zooms out to 9 or below.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Make the pressed Show review toggle unmistakable

034e2d9

On, it filters every list to certified items, which looks like an empty
dataset when nothing is Gold; the pressed state now carries the accent
border and keeps its label.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Merge remote-tracking branch 'origin/ui-polish' into ui-polish-modes

66abefc


          Verify loading state, Meridian disclaimer modal, neutral map chrome, …

4e934fe

…wordmark

Busy Verify with an elapsed counter and an honest description, skeleton
chip slots while the run is in flight; the first-load disclaimer as a
Meridian modal; neutral zoom controls, attribution bar and a toned-down
voyage route in every mode; the header brand as a wordmark on one baseline.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Add before/after screenshots for the round-4 polish

c1af449

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Reminder on every basemap, focus management, html lang, link placemen…

762aee9

…t, Escape

The not-for-navigation note shows on every basemap; opening a zone focuses
the sheet heading and All zones returns focus to the row; Verify keeps
focus while busy; <html lang> follows the UI language; evidence links sit
beside their disclosure and are underlined at rest; Escape closes the Runs
menu and any map popup and hands focus back.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Refresh the round-5 screenshots

7e43e05

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Show the sheet heading focus ring for keyboard focus only

d7b90d8

Focus still lands on the heading when a zone opens; an input-modality flag
on <html> hides the ring after pointer input and keeps it after keyboard use.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Refresh the Bermuda screenshot (no focus ring after a mouse click)

e2f1e09

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>


          Merge pull request #52 from Berry-Mappemonde/ui-polish

585a071

UI polish: Meridian-inspired top nav and Ports of entry screens


          Merge pull request #53 from Berry-Mappemonde/ui-polish-modes

917058a

[merge after #52] Polish non-PoE mode sidebars with Meridian styles


          Merge pull request #54 from Berry-Mappemonde/ui-polish-2

195fd68

UI polish round 4 (merge after #52): Verify loading state, disclaimer modal, map chrome, wordmark


          Header: explicit mode test ids; README note on the torch pin (#57)

d7abcf9

test_frontend_review_tab_exists looks for the literal "mode-toggle-amp" in
Header.js, which the MODES table had turned into a template string. The
README Installation step now says the full requirements pin a Linux-only
torch wheel and what to do on macOS.

Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>


          Projects rows: external link beside the row button, not inside it (#56)

3e1f557

The fly-to button and the project link are siblings with the same layout
(title, funder, link icon at the end of line 2); keyboard order row then
link; the link is labelled "title: Open the project page" (EN/FR).

Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>


          Legend sliver, wordmark collision, evidence domain shown once (#59)

b10da8c

* Legend sliver, wordmark collision, evidence domain shown once

- Legend: the marker dot paints inside its own box (no outer box-shadow),
  the disclosure fade is opacity-only, a closed body is display:none and
  the disclosure contains its paint, so nothing is left beside the
  summary line after the legend closes.
- Header: the brand row shrinks before the nav; "Blue Intelligence"
  never gives way, "by Berry-Mappemonde" hides when the row is short.
- Evidence rows (card + popup): "Official source: gov.bm" with the
  domain as the link, once; the toggle and the link stay siblings.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* Selected EEZ: outline the exterior ring(s) only, not land holes

The selected polygon now draws fill only; its amber outline is a separate
non-interactive line built from each part's exterior ring, so islands
inside the zone no longer get an amber zigzag. Shown at zoom 9 and below,
like the fill.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>


          Update README.md

c811ab3


          refactor(evaluator): add type hint, document IDN limitation and go.xx…

cc4bc56

… examples

- Add typing import and type hint for _open_trace_file
- Update is_official_source docstring to note IDN/punycode not supported
- Add explicit accepted/rejected hostname examples including go.xx cases


          Merge pull request #63 from Berry-Mappemonde/cursor/cherry-be6e83a-a5d7

7dd7206

chore(evaluator): cherry-pick be6e83a (doc IDN + type hint)

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