gcloud-lab/apps/base/customer1/hermes-db/rag-db-init.sql

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-- RAG knowledge base initialization SQL
-- Applied to agent_memory database via CNPG Database resource
CREATE EXTENSION IF NOT EXISTS vector;
CREATE TABLE IF NOT EXISTS documents (
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
content TEXT NOT NULL,
metadata JSONB DEFAULT '{}'::jsonb,
embedding vector(768),
created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
updated_at TIMESTAMPTZ NOT NULL DEFAULT now()
);
CREATE INDEX IF NOT EXISTS idx_documents_embedding_hnsw
ON documents USING hnsw (embedding vector_cosine_ops);
CREATE INDEX IF NOT EXISTS idx_documents_content
ON documents USING gin (to_tsvector('english', content));
CREATE INDEX IF NOT EXISTS idx_documents_metadata
ON documents USING gin (metadata);
CREATE OR REPLACE FUNCTION update_documents_updated_at()
RETURNS TRIGGER AS $$
BEGIN
NEW.updated_at = now();
RETURN NEW;
END;
$$ LANGUAGE plpgsql;
CREATE TRIGGER trg_documents_updated_at
BEFORE UPDATE ON documents
FOR EACH ROW
EXECUTE FUNCTION update_documents_updated_at();