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embedding provider for @vivantel/rag-core","maintainers":[{"name":"sergemso","email":"strebulaev@gmail.com"}],"readme":"# @vivantel/virage-embedder-openai\n\n[![npm version](https://img.shields.io/npm/v/@vivantel/virage-embedder-openai.svg)](https://www.npmjs.com/package/@vivantel/virage-embedder-openai)\n\nOpenAI-compatible embedding provider for `@vivantel/virage-core`. Works with OpenAI, Azure OpenAI, Ollama, LM Studio, GitHub Models, and any OpenAI-compatible endpoint.\n\n→ [Monorepo docs: docs/packages/embedders.md](../../docs/packages/embedders.md)\n\n## Installation\n\n```bash\nnpm install @vivantel/virage-embedder-openai\n```\n\n## Usage\n\n### OpenAI\n\n```typescript\nimport { OpenAICompatibleEmbedder } from \"@vivantel/virage-embedder-openai\";\n\nconst embedder = new OpenAICompatibleEmbedder({\n  apiKey: process.env.OPENAI_API_KEY!,\n  model: \"text-embedding-3-small\",\n  dimensions: 1536,\n});\n```\n\n### GitHub Models (via generic OpenAI-compatible endpoint)\n\n```typescript\nimport { OpenAICompatibleEmbedder } from \"@vivantel/virage-embedder-openai\";\n\nconst embedder = new OpenAICompatibleEmbedder({\n  apiKey: process.env.GITHUB_TOKEN!,\n  baseURL: \"https://models.github.ai/inference\",\n  model: \"openai/text-embedding-3-small\",\n  dimensions: 1536,\n});\n```\n\n### Azure OpenAI (preset)\n\n```typescript\nimport { createAzureOpenAIEmbedder } from \"@vivantel/virage-embedder-openai\";\n\nconst embedder = createAzureOpenAIEmbedder({\n  apiKey: process.env.AZURE_OPENAI_KEY!,\n  endpoint: \"https://my-resource.openai.azure.com\",\n  model: \"text-embedding-3-small\",\n});\n```\n\n### Ollama (preset)\n\n```typescript\nimport { createOllamaEmbedder } from \"@vivantel/virage-embedder-openai\";\n\nconst embedder = createOllamaEmbedder({\n  model: \"nomic-embed-text\",\n  dimensions: 768,\n  baseURL: \"http://localhost:11434\", // optional, this is the default\n});\n```\n\n## JSON config\n\n```json\n{\n  \"embedder\": {\n    \"package\": \"@vivantel/virage-embedder-openai\",\n    \"config\": {\n      \"apiKey\": \"${OPENAI_API_KEY}\",\n      \"model\": \"text-embedding-3-small\",\n      \"dimensions\": 1536\n    }\n  }\n}\n```\n\nAny OpenAI-compatible endpoint (including GitHub Models, Azure OpenAI, Ollama) can be used by adding a `baseURL` field to the config.\n\n## Options\n\n| Option           | Type     | Required | Description                       |\n| ---------------- | -------- | -------- | --------------------------------- |\n| `apiKey`         | `string` | ✓        | API key                           |\n| `model`          | `string` | ✓        | Model identifier                  |\n| `dimensions`     | `number` | —        | Output dimensions (default: 1536) |\n| `baseURL`        | `string` | —        | API base URL (default: OpenAI)    |\n| `organizationId` | `string` | —        | OpenAI organization ID            |\n| `maxRetries`     | `number` | —        | Retry attempts (default: 3)       |\n\n## License\n\nMIT\n","readmeFilename":"README.md"}