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transformers.js embedding provider for @vivantel/rag-core","maintainers":[{"name":"sergemso","email":"strebulaev@gmail.com"}],"readme":"# @vivantel/virage-embedder-transformers\n\n[![npm version](https://img.shields.io/npm/v/@vivantel/virage-embedder-transformers.svg)](https://www.npmjs.com/package/@vivantel/virage-embedder-transformers)\n\nLocal, offline embedding provider for `@vivantel/virage-core` using `@huggingface/transformers`. No API key required — models run entirely on your machine.\n\n→ [Monorepo docs: docs/packages/embedders.md](../../docs/packages/embedders.md)\n\n## Installation\n\n```bash\nnpm install @vivantel/virage-embedder-transformers\n```\n\n## Usage\n\n```typescript\nimport { TransformersEmbedder } from \"@vivantel/virage-embedder-transformers\";\n\nconst embedder = new TransformersEmbedder({\n  model: \"Xenova/all-MiniLM-L6-v2\",\n  dimensions: 384,\n});\n```\n\nThe pipeline initializes lazily — the model is downloaded on the first `embed()` call and cached locally.\n\n## JSON config\n\n```json\n{\n  \"embedder\": {\n    \"package\": \"@vivantel/virage-embedder-transformers\",\n    \"config\": {\n      \"model\": \"Xenova/all-MiniLM-L6-v2\",\n      \"dimensions\": 384\n    }\n  }\n}\n```\n\n## Recommended models\n\n| Model                                          | Dimensions | Notes                     |\n| ---------------------------------------------- | ---------- | ------------------------- |\n| `Xenova/all-MiniLM-L6-v2`                      | 384        | Fast, good quality, 80 MB |\n| `Xenova/all-mpnet-base-v2`                     | 768        | Higher quality, 420 MB    |\n| `Xenova/paraphrase-multilingual-MiniLM-L12-v2` | 384        | Multilingual              |\n\nAny ONNX-compatible model on the HuggingFace hub can be used.\n\n## Options\n\n| Option       | Type                           | Description                                                                                   |\n| ------------ | ------------------------------ | --------------------------------------------------------------------------------------------- |\n| `model`      | `string`                       | HuggingFace model ID (required)                                                               |\n| `dimensions` | `number`                       | Output dimensions (default: 384)                                                              |\n| `device`     | `\"cpu\" \\| \"webgpu\" \\| \"cuda\"` | Inference device (default: `\"cpu\"`). `\"cuda\"` requires `onnxruntime-node` with a GPU build.  |\n| `cacheDir`   | `string`                       | Local model cache directory (default: `~/.virage/models`, override with `VIRAGE_GLOBAL_DIR`) |\n\n## First run\n\nOn the first `embed()` call the model weights are downloaded from HuggingFace and cached locally (~80–420 MB depending on the model). Subsequent runs use the cached model.\n\n## License\n\nMIT\n","readmeFilename":"README.md"}