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AI framework plugin for Cloud SQL for PostgreSQL.","maintainers":[{"name":"google-wombot","email":"node-team-npm+wombot@google.com"}],"readme":"# Cloud SQL for PostgreSQL plugin for Genkit\n\n## Installing the plugin\n\n```bash\nnpm i --save genkitx-cloud-sql-pg\n```\n\n## Using the plugin\n\n### Initialize the Postgres engine\n\n```ts\nimport { PostgresEngine } from '@genkit-ai/cloud-sql-pg';\n\n// Initialize the engine\nconst engine = await PostgresEngine.fromInstance(\n  'your-project-id',\n  'your-region',\n  'your-instance-name',\n  'your-database-name',\n  {\n    user: 'your-username',\n    password: 'your-password',\n  }\n);\n```\n\n### Indexer usage\n\n```ts\nimport { genkit } from 'genkit';\nimport {\n  postgres,\n  postgresRetrieverRef,\n  postgresIndexerRef,\n} from '@genkit-ai/cloud-sql-pg';\nimport { Document } from 'genkit/retriever';\n\nconst ai = genkit({\n  plugins: [\n    postgres([\n      {\n        tableName: 'my-documents',\n        engine: engine,\n        embedder: textEmbedding004,\n        schemaName: 'public',\n        contentColumn: 'content',\n        embeddingColumn: 'embedding',\n        idColumn: 'custom_id',\n        metadataColumns: ['source', 'category'],\n        ignoreMetadataColumns: ['created_at', 'updated_at'],\n        metadataJsonColumn: 'metadata',\n      },\n    ]),\n  ],\n});\n\n// To index documents:\nexport const myDocumentsIndexer = postgresIndexerRef({\n  tableName: 'my-documents',\n});\n\n// Example of indexing documents with different options\nconst documents = [\n  new Document({\n    content: [{ text: 'This is a test document' }],\n    metadata: { source: 'test', category: 'example' },\n  }),\n  new Document({\n    content: [{ text: 'Another test document' }],\n    metadata: { source: 'test', category: 'example' },\n  }),\n];\n\n// Index with default options\nawait ai.index({\n  indexer: myDocumentsIndexer,\n  documents,\n});\n\n// Index with custom batch size\nawait ai.index({\n  indexer: myDocumentsIndexer,\n  documents,\n  options: { batchSize: 10 },\n});\n\n// Index with custom ID from metadata\nconst docWithCustomId = new Document({\n  content: [{ text: 'Document with custom ID' }],\n  metadata: {\n    source: 'test',\n    customId: 'custom-123', // This will be used as the document ID\n  },\n});\nawait ai.index({\n  indexer: myDocumentsIndexer,\n  documents: [docWithCustomId],\n});\n```\n\nThe sources for this package are in the main [Genkit](https://github.com/genkit-ai/genkit) repo. Please file issues and pull requests against that repo.\n\nUsage information and reference details can be found in [Genkit documentation](https://genkit.dev/docs/plugins/cloud-sql-pg/).\n\nLicense: Apache 2.0\n","readmeFilename":"README.md"}