Commit Graph
2 Commits
Author SHA1 Message Date
Developer 6df4f306dd refactor: remove unused text analysis module and integrate Qdrant enhancements
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- Deleted the text analysis prompt constants and helpers as they are no longer needed.
- Added batch search functionality for Qdrant to optimize vector searches.
- Implemented methods for deleting expired Qdrant points and invalidating cache based on content hash.
- Updated text batch processor to use new timeout configurations and modified content building for moderation prompts.
- Enhanced text cache store to support new Qdrant integration and improved cache invalidation logic.
- Introduced a new user reputation model with a more nuanced trust scoring system, including penalties and rewards for user behavior.
- Added unit tests for the new trust model to ensure correctness of penalty and trust gain calculations.
- Updated configuration schema to reflect new timeout settings and removed deprecated OpenAI moderation keys.
2026-07-31 23:09:00 +07:00
Developer fc475dfbb7 feat(automod): store semantic cache embeddings in Qdrant
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Build & Deploy (Nix) / build-and-deploy (discord-gateway) (push) Successful in 2m21s
Build & Deploy (Nix) / build-and-deploy (proxy) (push) Successful in 2m33s
New qdrantClient.ts (zero-dep fetch REST): ensure collection with cosine
distance (auto-recreate on vector-size change), upsert point w/ verdict
payload, search w/ expires_at filter + score threshold.

textCacheStore: when QDRANT_URL set, embeddings are upserted to Qdrant
(primary) and searched there first; Postgres embedding column remains as
legacy fallback for pre-Qdrant rows. Config: QDRANT_URL/COLLECTION/API_KEY.
QDRANT_URL already in repo .env; added to VPS env + GATEWAY_ENV secret.
2026-07-31 21:30:43 +07:00