Ingestion Front (TVP Kickoff: Broad Data Pull)
The Ingestion Front serves as the entry gate for TVP, launching the deep-search phase by aggressively gathering massive volumes of raw data. Think billions of social media posts, web articles, and blog entries across the crypto landscape. This layer ensures comprehensive coverage from the get-go, pulling in everything from viral threads to buried forum discussions, setting the stage for the stack's validation without missing a beat in fast-moving markets.
Process Breakdown
Starts with breaking down user or admin inputs into focused search terms, like "SOL sentiment surge" or "ETH project delays," to target relevant streams without scattering efforts.
Deploys broad sweeps across sources, prioritizing social media for real-time buzz, then layering in online web sources and blogs for depth, and finally tapping hard-to-reach areas like archived feeds or niche communities. This floods in billions of data points, capturing the full subject of "between people" chatter.
Quickly sorts the influx by relevance and volume, buffering high-priority items (e.g., high-engagement posts) while queuing the rest, to prevent overload and keep the pipeline flowing smoothly toward cleaning.
Runs a quick scan for gaps, like underrepresented timeframes or source types, flagging any for fallback pulls to hit 90%+ completeness before handover.