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**Context and Purpose:** This PR automatically remediates a security vulnerability: - **Description:** Detected possible formatted SQL query. Use parameterized queries instead. - **Rule ID:** python.lang.security.audit.formatted-sql-query.formatted-sql-query - **Severity:** HIGH - **File:** rag/utils/opendal_conn.py - **Lines Affected:** 98 - 98 This change is necessary to protect the application from potential security risks associated with this vulnerability. **Solution Implemented:** The automated remediation process has applied the necessary changes to the affected code in `rag/utils/opendal_conn.py` to resolve the identified issue. Please review the changes to ensure they are correct and integrate as expected.