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2 changes: 1 addition & 1 deletion ai/integrations/vector-search-integrate-with-langchain.md
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Expand Up @@ -15,7 +15,7 @@ This tutorial demonstrates how to integrate [TiDB Vector Search](/ai/concepts/ve

> **Tip**
>
> You can view the complete [sample code](https://docs.langchain.com/oss/python/integrations/vectorstores/tidb_vector) in LangChain documentation.
> You can view the complete [`TiDBVectorStore` API reference](https://reference.langchain.com/python/langchain-community/vectorstores/tidb_vector/TiDBVectorStore) in LangChain documentation.

## Prerequisites

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2 changes: 1 addition & 1 deletion ticdc/ticdc-debezium.md
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Expand Up @@ -781,7 +781,7 @@ The key fields of the preceding JSON data are explained as follows:

### Data type mapping

The data format mapping in the TiCDC Debezium message basically follows the [Debezium data type mapping rules](https://debezium.io/documentation/reference/stable/connectors/mysql.html#mysql-data-types), which is generally consistent with the native message of the Debezium Connector for MySQL. However, for some data types, the following differences exist between TiCDC Debezium and Debezium Connector messages:
The data format mapping in the TiCDC Debezium message follows the [Debezium data type mapping rules](https://debezium.io/documentation/reference/stable/connectors/mysql.html#mysql-data-types), which is consistent with the native message of the Debezium Connector for MySQL. However, for some data types, the following differences exist between TiCDC Debezium and Debezium Connector messages:

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🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick win

Clarify that the Debezium rules are the baseline, not an exact match.

The sentence says that TiCDC follows Debezium rules and is consistent with the native connector, but the following bullets list mapping differences. State the baseline and limit the consistency claim to avoid implying that all TiCDC values match native Debezium values.

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The data format mapping in the TiCDC Debezium message follows the [Debezium data type mapping rules](https://debezium.io/documentation/reference/stable/connectors/mysql.html#mysql-data-types), which is consistent with the native message of the Debezium Connector for MySQL. However, for some data types, the following differences exist between TiCDC Debezium and Debezium Connector messages:
The TiCDC Debezium message uses the [Debezium data type mapping rules](https://debezium.io/documentation/reference/stable/connectors/mysql.html#mysql-data-types) as its baseline and is generally consistent with the native message of the Debezium Connector for MySQL. However, differences exist for some data types, as described below:

As per path instructions, provide a committable suggestion for a safe contiguous Markdown fix and preserve the existing terminology and link structure.

Source: Path instructions


- Currently, TiDB does not support spatial data types, including GEOMETRY, LINESTRING, POLYGON, MULTIPOINT, MULTILINESTRING, MULTIPOLYGON, and GEOMETRYCOLLECTION.

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