sociusFor Computational Social Media Research

AI processing

Phase A processors that run on top of collected posts. All are idempotent (re-running skips already-processed posts). All models run locally on the server CPU — no API keys, no per-call cost.

LLM classifier

Entity extraction

Uses the platform + limit settings from the LLM classifier above. Extracts PERSON / ORG / GPE / etc.

Whisper transcription (audio → text)

Downloads video media → ffmpeg-extracts audio → Whisper transcribes. Slow: ~5–15 sec per 30 sec clip on CPU. Use small batches.

Recent processor runs

StartedProcessorFilterProcessedSkippedStatus