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Scan Biotech News for Catalyst Trades with Finbert, Alpaca, and Gemini

by Minibox DigitalUpdated Aug 2026
RequiresRSSRSSGoogle Gemini
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PRNewswireGlobeNewswireMeMerge All FeedsCoNormalize & Extract TickersNormalize & Ext…DTStore in news_eventsStore in news_e…ScSchedule TriggerWeFetch all dataDTFetch All NewsCoCode in JavaScriptCode in JavaScr…RTRespond to WebhookRespond to Webh…IfProceed to Stage 1?Proceed to Stag…DTMark as ProcessedMark as Process…DTStore in processed_eventsStore in proces…CoMake DecisionHRFinBERT Sentiment APIFinBERT Sentime…CoClassify Event TypeClassify Event …IfBiotech Keyword FilterBiotech Keyword…DTFetch Unprocessed NewsFetch Unprocess…RTRespond to Webhook1Respond to Webh…WeFetch all UnProcessed DataFetch all UnPro…DTFetch all UnprocessedFetch all Unpro…ScSchedule Trigger1Schedule Trigge…WeWebhookDTGet row(s)RTRespond to Webhook2Respond to Webh…DTStore in llm_analysisStore in llm_an…AgAI Trading AnalystAI Trading Anal…OPOutput ParserGemini ModelCoBuild LLM PromptDTStore SnapshotCoCalculate VWAP BandsCalculate VWAP …HRRefresh Market DataRefresh Market …DTFetch Stage 1 PassedFetch Stage 1 P…IfFilter Recent (<2hr)Filter Recent (…Co4. Parse AI Response4. Parse AI Res…HRAlpaca Historical BarsAlpaca Historic…ScSchedule Trigger3Schedule Trigge…DTFetch PROCEED Events1Fetch PROCEED E…CoExpand Tickers1Co1. Validate & Map Tickers11. Validate & M…If2. Needs AI?1CL3. AI Find Ticker13. AI Find Tick…Me5. Merge All1If6. Filter Valid Only16. Filter Valid…HRAlpaca Quote1CoParse Market Data1Parse Market Da…IfHas Market Data?1Has Market Data…IfEligibility Check1Eligibility Che…CoAssign Spread Tier1Assign Spread T…DTStore in trade_candidates1Store in trade_…Google Gemini Chat ModelGoogle Gemini C…CoCode in JavaScript1Code in JavaScr…CoMerge Market DataMerge Market Da…CoMock LLM Response - Simulates AI Trading Analyst outputMock LLM Respon…WeWebhook - Trade CandidatesWebhook - Trade…DTGet row(s)1RTRespond to Webhook4Respond to Webh…WeWebhook 2: Get Market SnapshotsWebhook 2: Get …DTGet row(s)2RTRespond to Webhook5Respond to Webh…WeWebhook 3: Get LLM AnalysisWebhook 3: Get …DTget_llm_analysisRTRespond to Webhook6Respond to Webh…12345678910
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FLOWS
STEPS · 10
Runs on a schedule

On a schedule, scans biotech news RSS feeds, scores trade catalysts with Google Gemini, and places orders through an HTTP trading API.

Tags

cronadvancedRSSGoogle GeminiCrypto TradingAI Summarizationdiscoveredpending-review
Connects
rssRSSGoogle Gemini
CategoryEcommerce & Orders
Triggercron
Complexityadvanced
Nodes64
AddedJun 27, 2026