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PostgreSQL - PostgreSQL Memory provider integration for VoltAgent","maintainers":[{"name":"omerfarukaplak","email":"omeraplak@gmail.com"}],"readme":"<div align=\"center\">\n<a href=\"https://voltagent.dev/\">\n<img width=\"1500\" height=\"276\" alt=\"voltagent\" src=\"https://github.com/user-attachments/assets/d9ad69bd-b905-42a3-81af-99a0581348c0\" />\n</a>\n\n<h3 align=\"center\">\nAI Agent Engineering Platform\n</h3>\n\n<div align=\"center\">\n    <a href=\"https://voltagent.dev\">Home Page</a> |\n    <a href=\"https://voltagent.dev/docs/\">Documentation</a> |\n    <a href=\"https://github.com/voltagent/voltagent/tree/main/examples\">Examples</a>\n</div>\n</div>\n\n<br/>\n\n<div align=\"center\">\n\n[![GitHub issues](https://img.shields.io/github/issues/voltagent/voltagent)](https://github.com/voltagent/voltagent/issues)\n[![GitHub pull requests](https://img.shields.io/github/issues-pr/voltagent/voltagent)](https://github.com/voltagent/voltagent/pulls)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![npm version](https://img.shields.io/npm/v/@voltagent/postgres.svg)](https://www.npmjs.com/package/@voltagent/postgres)\n[![npm downloads](https://img.shields.io/npm/dm/@voltagent/postgres.svg)](https://www.npmjs.com/package/@voltagent/postgres)\n[![Discord](https://img.shields.io/discord/1361559153780195478.svg?label=&logo=discord&logoColor=ffffff&color=7389D8&labelColor=6A7EC2)](https://s.voltagent.dev/discord)\n\n</div>\n\n## @voltagent/postgres\n\nPostgreSQL adapters for VoltAgent: a memory adapter for conversations/messages/working memory/workflow state, and a vector adapter for embedding storage and cosine-similarity search. Both are backed by a `pg` connection pool and create their own tables on first use.\n\n---\n\n## Install\n\n```bash\nnpm install @voltagent/postgres pg\n# or\nyarn add @voltagent/postgres pg\n# or\npnpm add @voltagent/postgres pg\n```\n\n## Memory Adapter\n\n`PostgreSQLMemoryAdapter` implements VoltAgent's `StorageAdapter` interface, storing conversations, messages, working memory, and workflow state in PostgreSQL.\n\n```typescript\nimport { Agent, Memory } from \"@voltagent/core\";\nimport { PostgreSQLMemoryAdapter } from \"@voltagent/postgres\";\nimport { openai } from \"@ai-sdk/openai\";\n\nconst memory = new Memory({\n  storage: new PostgreSQLMemoryAdapter({\n    connection: process.env.DATABASE_URL,\n    // or: { host, port, database, user, password, ssl }\n  }),\n});\n\nconst agent = new Agent({\n  name: \"my-agent\",\n  instructions: \"A helpful assistant\",\n  model: openai(\"gpt-4o-mini\"),\n  memory,\n});\n```\n\n### Memory Options\n\n| Option           | Type               | Default              | Description                                                          |\n| ---------------- | ------------------ | -------------------- | -------------------------------------------------------------------- |\n| `connection`     | `string \\| object` | —                    | Connection string or `{ host, port, database, user, password, ssl }` |\n| `maxConnections` | `number`           | `10`                 | Maximum connections in the pool                                      |\n| `tablePrefix`    | `string`           | `\"voltagent_memory\"` | Prefix used for all created tables                                   |\n| `schema`         | `string`           | `undefined`          | PostgreSQL schema to use for all tables                              |\n| `debug`          | `boolean`          | `false`              | Enable debug logging                                                 |\n\n## Vector Adapter\n\n`PostgreSQLVectorAdapter` implements VoltAgent's `VectorAdapter` interface, providing persistent vector storage with cosine-similarity search for RAG and retriever use cases.\n\n```typescript\nimport { PostgreSQLVectorAdapter } from \"@voltagent/postgres\";\n\nconst vectorStore = new PostgreSQLVectorAdapter({\n  connection: process.env.DATABASE_URL,\n});\n```\n\n### Vector Options\n\n| Option                | Type               | Default              | Description                                                          |\n| --------------------- | ------------------ | -------------------- | -------------------------------------------------------------------- |\n| `connection`          | `string \\| object` | —                    | Connection string or `{ host, port, database, user, password, ssl }` |\n| `tablePrefix`         | `string`           | `\"voltagent_vector\"` | Prefix used for the created table                                    |\n| `maxVectorDimensions` | `number`           | `1536`               | Maximum allowed vector dimensions                                    |\n| `cacheSize`           | `number`           | `100`                | LRU cache size for fetched vectors                                   |\n| `batchSize`           | `number`           | `100`                | Batch size for bulk operations                                       |\n| `maxRetries`          | `number`           | `3`                  | Maximum retry attempts for database operations                       |\n| `retryDelayMs`        | `number`           | `100`                | Initial retry delay (ms) for exponential backoff                     |\n| `searchPath`          | `string`           | `undefined`          | Optional search path to set for each connection                      |\n| `maxConnections`      | `number`           | `10`                 | Maximum connections in the pool                                      |\n| `debug`               | `boolean`          | `false`              | Enable verbose logging                                               |\n\n## Testing\n\nSee [README.integration.md](./README.integration.md) for running the integration test suite against a real PostgreSQL instance via Docker.\n\n## Documentation\n\n- [VoltAgent Documentation](https://voltagent.dev/docs/)\n- [Memory Overview](https://voltagent.dev/docs/agents/memory/overview/)\n- [RAG Overview](https://voltagent.dev/docs/rag/overview/)\n\n## License\n\nLicensed under the MIT License, Copyright © 2026-present VoltAgent.\n","readmeFilename":"README.md"}