119_ChatBot / supabase_setup.sql
Muyeong Kim
Upgrade to OpenAI + Supabase RAG Chatbot with enhanced capabilities
21480cd
-- Supabase pgvector 설정 SQL
-- 이 SQL을 Supabase Dashboard > SQL Editor에서 실행하세요
-- 1. pgvector 확장 활성화
CREATE EXTENSION IF NOT EXISTS vector;
-- 2. documents 테이블 생성
CREATE TABLE IF NOT EXISTS documents (
id SERIAL PRIMARY KEY,
content TEXT NOT NULL,
metadata JSONB,
embedding vector(1536), -- OpenAI text-embedding-3-small 차원
source_file VARCHAR(255),
chunk_index INTEGER,
created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);
-- 3. 벡터 유사도 검색을 위한 인덱스 생성
CREATE INDEX IF NOT EXISTS documents_embedding_idx
ON documents
USING ivfflat (embedding vector_cosine_ops)
WITH (lists = 100);
-- 4. 전문 검색을 위한 인덱스 생성 (기본 영어 설정)
CREATE INDEX IF NOT EXISTS documents_content_idx
ON documents
USING gin(to_tsvector('english', content));
-- 5. 소스 파일별 검색 인덱스
CREATE INDEX IF NOT EXISTS documents_source_file_idx
ON documents (source_file);
-- 6. 벡터 유사도 검색 함수 생성
CREATE OR REPLACE FUNCTION search_similar_documents(
query_embedding vector(1536),
match_threshold float DEFAULT 0.5,
match_count int DEFAULT 10
)
RETURNS TABLE (
id int,
content text,
metadata jsonb,
source_file varchar(255),
similarity float
) AS $$
BEGIN
RETURN QUERY
SELECT
d.id,
d.content,
d.metadata,
d.source_file,
1 - (d.embedding <=> query_embedding) as similarity
FROM documents d
WHERE 1 - (d.embedding <=> query_embedding) > match_threshold
ORDER BY similarity DESC
LIMIT match_count;
END;
$$ LANGUAGE plpgsql;
-- 7. 자동 타임스탬프 업데이트 함수
CREATE OR REPLACE FUNCTION update_updated_at_column()
RETURNS TRIGGER AS $$
BEGIN
NEW.updated_at = NOW();
RETURN NEW;
END;
$$ LANGUAGE plpgsql;
-- 8. documents 테이블에 트리거 추가
CREATE TRIGGER update_documents_updated_at
BEFORE UPDATE ON documents
FOR EACH ROW
EXECUTE FUNCTION update_updated_at_column();
-- 9. RLS (Row Level Security) 설정 (선택사항)
ALTER TABLE documents ENABLE ROW LEVEL SECURITY;
-- 10. 읽기 권한 정책 (인증된 사용자에게 허용)
CREATE POLICY "Enable read access for all authenticated users" ON documents
FOR SELECT USING (auth.role() = 'authenticated');
-- 11. 쓰기 권한 정책 (서비스 롤에게 허용)
CREATE POLICY "Enable write access for service role" ON documents
FOR ALL USING (auth.role() = 'service_role')
WITH CHECK (auth.role() = 'service_role');
-- 12. 초기 데이터 확인용 쿼리
SELECT 'Setup completed successfully!' as status;
-- 13. 테이블 정보 확인
SELECT
column_name,
data_type,
is_nullable
FROM information_schema.columns
WHERE table_name = 'documents'
ORDER BY ordinal_position;