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ONNX-based local embedding provider for @vivantel/rag-core","maintainers":[{"name":"sergemso","email":"strebulaev@gmail.com"}],"readme":"# @vivantel/virage-embedder-fastembed\n\n[![npm version](https://img.shields.io/npm/v/@vivantel/virage-embedder-fastembed.svg)](https://www.npmjs.com/package/@vivantel/virage-embedder-fastembed)\n\nFast, local ONNX-based embedding provider for `@vivantel/virage-core` using [FastEmbed](https://github.com/Anush008/fastembed-js). No API key required.\n\n→ [Monorepo docs: docs/packages/embedders.md](../../docs/packages/embedders.md)\n\n## Installation\n\n```bash\nnpm install @vivantel/virage-embedder-fastembed\n```\n\n> **Note**: `fastembed` downloads ONNX Runtime binaries during install. If you're in a CI environment or want to skip GPU binaries: `npm install @vivantel/virage-embedder-fastembed --ignore-scripts` — the CPU runtime works fine without the postinstall scripts.\n\n## Usage\n\n```typescript\nimport { FastEmbedEmbedder } from \"@vivantel/virage-embedder-fastembed\";\n\nconst embedder = new FastEmbedEmbedder({\n  model: \"BAAI/bge-small-en-v1.5\",\n  dimensions: 384,\n});\n```\n\nThe inner model is initialized lazily on the first `embed()` call.\n\n## JSON config\n\n```json\n{\n  \"embedder\": {\n    \"package\": \"@vivantel/virage-embedder-fastembed\",\n    \"config\": {\n      \"model\": \"BAAI/bge-small-en-v1.5\",\n      \"dimensions\": 384\n    }\n  }\n}\n```\n\n## Supported models\n\n| Model                            | Dimensions | Notes                      |\n| -------------------------------- | ---------- | -------------------------- |\n| `BAAI/bge-small-en-v1.5`         | 384        | Default — fast and compact |\n| `BAAI/bge-base-en-v1.5`          | 768        | Better quality             |\n| `BAAI/bge-large-en-v1.5`         | 1024       | Highest quality            |\n| `nomic-ai/nomic-embed-text-v1.5` | 768        | Long context (8192 tokens) |\n\n## Options\n\n| Option                 | Type      | Description                                                                                   |\n| ---------------------- | --------- | --------------------------------------------------------------------------------------------- |\n| `model`                | `string`  | Model name (default: `\"BAAI/bge-small-en-v1.5\"`)                                             |\n| `dimensions`           | `number`  | Output dimensions (auto-detected from model if omitted)                                       |\n| `cacheDir`             | `string`  | Local model cache directory (default: `~/.virage/models`, override with `VIRAGE_GLOBAL_DIR`) |\n| `showDownloadProgress` | `boolean` | Show download progress bar (default: `false`)                                                 |\n\n## License\n\nMIT\n","readmeFilename":"README.md"}