Research: Tika full-text
via 3 oCIS env vars (phase 1); bge-m3 on TEI + pgvector halfvec/HNSW in the
existing Postgres with Postgres FTS + RRF hybrid (phase 2); Docling tier for
scanned PDFs; NATS event subscription (UploadReady et al) + nightly PROPFIND
reconciliation for change propagation. jina-v3 excluded (non-commercial).
Bilingual EN+ES eval set flagged as mandatory before freezing models.
Self-hosted multi-platform broadcast newsroom for activist collectives:
publishing pipeline with group approval and DST-proof scheduling, TweetDeck-style
column wall with hostile-content-safe rendering, live control room with Auto
Director, bridged chat governance with polls and quorum, distributed sandboxed
transcode workers, encrypted content-addressed archive, monthly analytics.
MIT licensed. See README.md and docs/.