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Update links to point to new mono-repos
Connector and ORM packages have been migrated from individual repos to consolidated mono-repos. Updated documentation links to point to the new locations: - aurora-dsql-python-connector -> aurora-dsql-connectors - aurora-dsql-hibernate -> aurora-dsql-orms - aurora-dsql-sqlalchemy -> aurora-dsql-orms - aurora-dsql-django -> aurora-dsql-orms
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src/aurora-dsql-mcp-server/kiro_power/steering/development-guide.md

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@@ -261,7 +261,7 @@ Low-level libraries that directly connect to the database:
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| **JavaScript** | DSQL Connector for Postgres.js | [Postgres.js samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/javascript/postgres-js) |
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| **Python** | Psycopg | [Python Psycopg samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/psycopg) |
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| **Python** | DSQL Connector for Psycopg2 | [Python Psycopg2 samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/psycopg2 ) |
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| **Python** | DSQL Connector for Asyncpg | [Python Asyncpg samples](https://github.com/awslabs/aurora-dsql-python-connector/tree/main/examples/asyncpg)|
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| **Python** | DSQL Connector for Asyncpg | [Python Asyncpg samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/asyncpg)|
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| **Ruby** | pg | [Ruby pg samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/ruby/ruby-pg) |
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| **Rust** | SQLx | [Rust SQLx samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/rust/sqlx) |
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| Programming Language | ORM Library | Sample Repository |
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|---------------------|-------------|-------------------|
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| **Java** | Hibernate | [Hibernate Pet Clinic App](https://github.com/awslabs/aurora-dsql-hibernate/tree/main/examples/pet-clinic-app) |
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| **Python** | SQLAlchemy | [SQLAlchemy Pet Clinic App](https://github.com/awslabs/aurora-dsql-sqlalchemy/tree/main/examples/pet-clinic-app) |
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| **Java** | Hibernate | [Hibernate Pet Clinic App](https://github.com/awslabs/aurora-dsql-orms/tree/main/java/hibernate/examples/pet-clinic-app) |
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| **Python** | SQLAlchemy | [SQLAlchemy Pet Clinic App](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/sqlalchemy/examples/pet-clinic-app) |
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| **TypeScript** | Sequelize | [TypeScript Sequelize samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/typescript/sequelize) |
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| **TypeScript** | TypeORM | [TypeScript TypeORM samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/typescript/type-orm) |
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| Programming Language | ORM/Framework | Repository |
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|---------------------|---------------|------------|
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| **Java** | Hibernate | [Aurora DSQL Hibernate Adapter](https://github.com/awslabs/aurora-dsql-hibernate/) |
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| **Python** | Django | [Aurora DSQL Django Adapter](https://github.com/awslabs/aurora-dsql-django/) |
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| **Python** | SQLAlchemy | [Aurora DSQL SQLAlchemy Adapter](https://github.com/awslabs/aurora-dsql-sqlalchemy/) |
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| **Java** | Hibernate | [Aurora DSQL Hibernate Adapter](https://github.com/awslabs/aurora-dsql-orms/tree/main/java/hibernate/) |
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| **Python** | Django | [Aurora DSQL Django Adapter](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/django/) |
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| **Python** | SQLAlchemy | [Aurora DSQL SQLAlchemy Adapter](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/sqlalchemy/) |
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src/aurora-dsql-mcp-server/kiro_power/steering/language.md

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**SQLAlchemy**
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- Supports `psycopg` and `psycopg2`
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- See [aurora-dsql-samples/python/sqlalchemy](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/sqlalchemy)
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- Dialect Source: [aurora-dsql-sqlalchemy](https://github.com/awslabs/aurora-dsql-sqlalchemy/tree/main/)
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- Dialect Source: [aurora-dsql-sqlalchemy](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/sqlalchemy/)
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**JupyterLab**
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- Still SHOULD PREFER using the python connector.

src/aurora-dsql-mcp-server/skills/dsql-skill/references/development-guide.md

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@@ -261,7 +261,7 @@ Low-level libraries that directly connect to the database:
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| **JavaScript** | DSQL Connector for Postgres.js | [Postgres.js samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/javascript/postgres-js) |
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| **Python** | Psycopg | [Python Psycopg samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/psycopg) |
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| **Python** | DSQL Connector for Psycopg2 | [Python Psycopg2 samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/psycopg2 ) |
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| **Python** | DSQL Connector for Asyncpg | [Python Asyncpg samples](https://github.com/awslabs/aurora-dsql-python-connector/tree/main/examples/asyncpg)|
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| **Python** | DSQL Connector for Asyncpg | [Python Asyncpg samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/asyncpg)|
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| **Ruby** | pg | [Ruby pg samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/ruby/ruby-pg) |
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| **Rust** | SQLx | [Rust SQLx samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/rust/sqlx) |
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| Programming Language | ORM Library | Sample Repository |
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|---------------------|-------------|-------------------|
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| **Java** | Hibernate | [Hibernate Pet Clinic App](https://github.com/awslabs/aurora-dsql-hibernate/tree/main/examples/pet-clinic-app) |
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| **Python** | SQLAlchemy | [SQLAlchemy Pet Clinic App](https://github.com/awslabs/aurora-dsql-sqlalchemy/tree/main/examples/pet-clinic-app) |
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| **Java** | Hibernate | [Hibernate Pet Clinic App](https://github.com/awslabs/aurora-dsql-orms/tree/main/java/hibernate/examples/pet-clinic-app) |
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| **Python** | SQLAlchemy | [SQLAlchemy Pet Clinic App](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/sqlalchemy/examples/pet-clinic-app) |
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| **TypeScript** | Sequelize | [TypeScript Sequelize samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/typescript/sequelize) |
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| **TypeScript** | TypeORM | [TypeScript TypeORM samples](https://github.com/aws-samples/aurora-dsql-samples/tree/main/typescript/type-orm) |
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| Programming Language | ORM/Framework | Repository |
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|---------------------|---------------|------------|
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| **Java** | Hibernate | [Aurora DSQL Hibernate Adapter](https://github.com/awslabs/aurora-dsql-hibernate/) |
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| **Python** | Django | [Aurora DSQL Django Adapter](https://github.com/awslabs/aurora-dsql-django/) |
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| **Python** | SQLAlchemy | [Aurora DSQL SQLAlchemy Adapter](https://github.com/awslabs/aurora-dsql-sqlalchemy/) |
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| **Java** | Hibernate | [Aurora DSQL Hibernate Adapter](https://github.com/awslabs/aurora-dsql-orms/tree/main/java/hibernate/) |
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| **Python** | Django | [Aurora DSQL Django Adapter](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/django/) |
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| **Python** | SQLAlchemy | [Aurora DSQL SQLAlchemy Adapter](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/sqlalchemy/) |
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src/aurora-dsql-mcp-server/skills/dsql-skill/references/language.md

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**SQLAlchemy**
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- Supports `psycopg` and `psycopg2`
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- See [aurora-dsql-samples/python/sqlalchemy](https://github.com/aws-samples/aurora-dsql-samples/tree/main/python/sqlalchemy)
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- Dialect Source: [aurora-dsql-sqlalchemy](https://github.com/awslabs/aurora-dsql-sqlalchemy/tree/main/)
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- Dialect Source: [aurora-dsql-sqlalchemy](https://github.com/awslabs/aurora-dsql-orms/tree/main/python/sqlalchemy/)
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**JupyterLab**
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- Still SHOULD PREFER using the python connector.

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