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Files changed: ", c.get(k))\nPY\n\\\"\n\"" engine/config.yaml engine/lib/lint.py engine/lib/vocab_gen.py engine/lint-report.md engine/sweep.sh vault/.obsidian/workspace.json vault/archive/projects/meshai-native-fire-severity-audit-cc-handoff.md vault/archive/projects/vaultwarden-plan.md vault/docs/matrix/matrix_host.md vault/docs/matrix/synapse.md vault/docs/services/services.md vault/docs/software/authentik.md vault/docs/software/caddy.md vault/docs/software/dns.md vault/docs/software/recon.md vault/docs/software/searxng.md vault/glossary.md vault/notes/echo6-landing-page-data-export.md vault/projects/matrix-synapse-deployment.md vault/projects/meshai.md vault/projects/meshtastic-headscale-runbook.md vault/projects/mmud-project.md vault/runbooks/add-peertube-channel.md vault/runbooks/authentik-access-groups.md vault/runbooks/authentik-create-invitation.md vault/runbooks/authentik-oidc-application.md vault/runbooks/authentik-upgrade.md vault/runbooks/expose-service-contabo.md vault/runbooks/lxc-service-migration.md vault/runbooks/mailcow-create-mailbox.md vault/runbooks/meshtastic-sidecar-node.md vault/runbooks/meshtasticd-sim-nodes-runbook.md vault/runbooks/proxmox-create-ubuntu-vm.md vault/runbooks/recon-operations.md vault/runbooks/recon-service-integration.md vault/runbooks/syncthing-add-node.md
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vault/notes/echo6-landing-page-data-export.md
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@ -10,7 +10,7 @@ related:
- [[ip-allocation]]
- [[caddy]]
- [[CLAUDE-baseline]]
updated: 2026-06-18
updated: 2026-07-11
---
# Echo6 Landing Page — Data Export
## Echo6 Platform Reference — Infrastructure, Services & Brand Identity
@ -317,7 +317,7 @@ Core content, classification (domain/subdomain/skill level/scenario), provenance
| Stage | Workers | Bottleneck | Description |
|-------|---------|------------|-------------|
| Extract | 4 | CPU-bound | PyPDF2 → pdftotext → Tesseract → Gemini Vision (4-method fallback chain) |
| Enrich | 16 | I/O-bound (Gemini API) | 10-page windows → Gemini 2.5 Flash Lite → structured JSON concepts |
| Enrich | 16 | I/O-bound (Gemini API) | 10-page windows → gemini-3.1-flash-lite → structured JSON concepts |
| Embed | batch | I/O-bound (TEI) | bge-m3 1024-dim → Qdrant insert, 128/batch |
| Scanner | 1 | Hourly cron | Auto-discovers new PDFs from NFS mount |
@ -447,7 +447,7 @@ files.echo6.co → Document/PDF download server
| Virtualization | Proxmox (5 nodes) |
| Networking | Tailscale/Headscale, Caddy, nginx, dnsmasq |
| GPU compute | NVIDIA RTX A4000 (CUDA, NVENC, Tensor) |
| AI/ML | Gemini 2.5 Flash Lite, Ollama, TEI (bge-m3), JOSIEFIED Qwen3 8B |
| AI/ML | gemini-3.1-flash-lite, Ollama, TEI (bge-m3), JOSIEFIED Qwen3 8B |
| Vector DB | Qdrant (HNSW index, cosine similarity) |
| Databases | SQLite (RECON), PostgreSQL (PeerTube) |
| Video | PeerTube v8, yt-dlp, ffmpeg/NVENC, Whisper |