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Fair Value of Assets and Liabilities - Fair Values of Financial Assets and Liabilities on Balance Sheets (Details) - USD ($) $ in Thousands | Sep. 30, 2023 | Jun. 30, 2023 | Dec. 31, 2022 | Sep. 30, 2022 | Jun. 30, 2022 | Dec. 31, 2021
--- | --- | --- | --- | --- | --- | ---
Assets: |  |  |  |  |  |  |
Carrying Amount |  | $ 675,647 |  | $ 560,453 |  |  |
Fair Value |  | 569,888 |  | 478,509 |  |  |
Loans and leases, net of deferred fees and costs, carrying amount | [1] | 6,084,390 |  | 4,707,150 |  |  |
Liabilities: |  |  |  |  |  |  |
Debt securities held to maturity, allowance for credit loss |  | 238 |  | 241 |  |  |
Allowance for credit losses (on PCD loans) |  | 62,924 | $ 61,211 | 53,162 | $ 52,866 | $ 52,346 | $ 63,967
Carrying Amount |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 675,647 |  | 560,453 |  |  |
Federal Home Loan Bank ("FHLB") stock |  | 33,808 |  | 26,605 |  |  |
Federal Reserve Bank ("FRB") stock |  | 26,897 |  | 21,231 |  |  |
Banker's Bank of Kentucky ("BBKY") stock |  | 445 |  | 355 |  |  |
Total other investment securities at cost |  | 61,150 |  | 48,191 |  |  |
Total other investment securities |  | 65,938 |  | 51,263 |  |  |
Carrying Amount | Level 1 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Cash and Cash Equivalents, Fair Value Disclosure |  | 299,109 |  | 154,022 |  |  |
Carrying Amount | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Bank owned life insurance |  | 139,554 |  | 105,292 |  |  |
Liabilities: |  |  |  |  |  |  |
Deposits |  | 7,037,518 |  | 5,716,941 |  |  |
Short-term borrowings |  | 585,437 |  | 500,138 |  |  |
Long-term borrowings |  | 173,312 |  | 101,093 |  |  |
Carrying Amount | Level 3 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Loans and leases, net of deferred fees and costs, carrying amount |  | 6,084,390 |  | 4,707,150 |  |  |
Fair Value |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Fair Value |  | 569,888 |  | 478,509 |  |  |
Federal Home Loan Bank ("FHLB") stock |  | 33,808 |  | 26,605 |  |  |
Federal Reserve Bank ("FRB") stock |  | 26,897 |  | 21,231 |  |  |
Banker's Bank of Kentucky ("BBKY") stock |  | 445 |  | 355 |  |  |
Total other investment securities at cost |  | 61,150 |  | 48,191 |  |  |
Total other investment securities |  | 65,938 |  | 51,263 |  |  |
Fair Value | Level 1 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Cash and Cash Equivalents, Fair Value Disclosure |  | 299,109 |  | 154,022 |  |  |
Fair Value | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Bank owned life insurance |  | 139,554 |  | 105,292 |  |  |
Liabilities: |  |  |  |  |  |  |
Deposits |  | 5,992,880 |  | 4,682,491 |  |  |
Short-term borrowings |  | 595,045 |  | 504,584 |  |  |
Long-term borrowings |  | 176,156 |  | 101,992 |  |  |
Fair Value | Level 3 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Loans and leases, net of deferred fees and costs, fair value |  | 5,808,484 |  | 4,516,695 |  |  |
U.S. government sponsored agencies |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 174,699 |  | 132,366 |  |  |
Fair Value |  | 160,985 |  | 123,020 |  |  |
Liabilities: |  |  |  |  |  |  |
Debt securities held to maturity, allowance for credit loss |  | 0 |  | 0 |  |  |
U.S. government sponsored agencies | Carrying Amount | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 174,699 |  | 132,366 |  |  |
U.S. government sponsored agencies | Fair Value | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Fair Value |  | 160,985 |  | 123,020 |  |  |
States and political subdivisions |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 144,728 |  | 145,263 |  |  |
Fair Value |  | 104,810 |  | 108,776 |  |  |
Liabilities: |  |  |  |  |  |  |
Debt securities held to maturity, allowance for credit loss |  | 238 |  | 241 |  |  |
States and political subdivisions | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 144,728 |  | 145,263 |  |  |
States and political subdivisions | Fair Value | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Fair Value |  | 104,810 |  | 108,776 |  |  |
Residential mortgage-backed securities |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 248,627 |  | 176,215 |  |  |
Fair Value |  | 218,970 |  | 157,998 |  |  |
Liabilities: |  |  |  |  |  |  |
Debt securities held to maturity, allowance for credit loss |  | 0 |  | 0 |  |  |
Residential mortgage-backed securities | Carrying Amount | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 248,627 |  | 176,215 |  |  |
Residential mortgage-backed securities | Fair Value | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Fair Value |  | 218,970 |  | 157,998 |  |  |
Commercial mortgage-backed securities |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 107,593 |  | 106,609 |  |  |
Fair Value |  | 85,123 |  | 88,715 |  |  |
Liabilities: |  |  |  |  |  |  |
Debt securities held to maturity, allowance for credit loss |  | 0 |  | 0 |  |  |
Commercial mortgage-backed securities | Carrying Amount | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 102,845 |  | 101,861 |  |  |
Commercial mortgage-backed securities | Carrying Amount | Level 3 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Carrying Amount |  | 4,748 |  | 4,748 |  |  |
Commercial mortgage-backed securities | Fair Value | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Fair Value |  | 85,123 |  | 85,354 |  |  |
Commercial mortgage-backed securities | Fair Value | Level 3 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Fair Value |  | 0 |  | 3,361 |  |  |
Nonqualified Plan | Carrying Amount | Level 1 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Total other investment securities |  | 2,744 |  | 2,048 |  |  |
Nonqualified Plan | Fair Value | Level 1 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Total other investment securities |  | 2,744 |  | 2,048 |  |  |
Other investment securities | Carrying Amount | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Total other investment securities |  | 2,044 |  | 1,024 |  |  |
Other investment securities | Fair Value | Level 2 |  |  |  |  |  |  |
Assets: |  |  |  |  |  |  |
Total other investment securities |  | $ 2,044 |  | $ 1,024 |  |  |
[1] | Also referred to throughout this Quarterly Report on Form 10-Q as "total loans" and "loans held for investment."

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