Data flow

GECKO → monitor/filter → Bitnet LLM → ignored path (Ignore) or passed path (Save Data → Dashboard API → Frontend); Dex Live Data feed → Frontend

LIVE PRODUCTION ← Dashboard

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PumpScope flow Updated —

PROCESS FLOW DIAGRAM — APP ARCHITECTURE (ALL TOKENS CAPTURED IN REAL TIME)

📡

GECKO

trending / new pools (gecko_client)

🔍

monitor/filter

AI / Cap / Cap150 • Relearning from DB in prompt

monitor → LLM

🤖

Bitnet LLM

Pick or ignore

ignored path here

⊘

Ignore

Tokens not picked by LLM → no DB write

passed path here

💾

Save Data

Only picked tokens (picks_db / cap / cap150)

🌐

Dashboard API

REST: /api/tokens, /api/cap, /api/cap150

Dex Live Data feed

Only connection: updates Frontend

🖥

Frontend

3 dashboards + Performance • Poll API (~1s)

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