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Generative AI integration for LangChain.js","maintainers":[{"name":"hwchase17","email":"hw.chase.17@gmail.com"},{"name":"jacoblee93","email":"jacoblee93@gmail.com"},{"name":"basproul","email":"braceasproul@gmail.com"},{"name":"eric_langchain","email":"eric@langchain.dev"},{"name":"andrewnguonly","email":"andrewnguonly@gmail.com"},{"name":"nfcampos","email":"nuno@boringbits.io"},{"name":"davidduong","email":"david@duong.cz"},{"name":"maddyadams","email":"madelyn.adams1@gmail.com"},{"name":"sam_noyes","email":"sam@langchain.dev"},{"name":"hntrl","email":"hunter@hntrl.io"}],"readme":"# @langchain/google-genai\n\nThis package contains the LangChain.js integrations for Gemini through their generative-ai SDK.\n\n## Installation\n\n```bash npm2yarn\nnpm install @langchain/google-genai @langchain/core\n```\n\nThis package, along with the main LangChain package, depends on [`@langchain/core`](https://npmjs.com/package/@langchain/core/).\nIf you are using this package with other LangChain packages, you should make sure that all of the packages depend on the same instance of @langchain/core.\nYou can do so by adding appropriate field to your project's `package.json` like this:\n\n```json\n{\n  \"name\": \"your-project\",\n  \"version\": \"0.0.0\",\n  \"dependencies\": {\n    \"@langchain/core\": \"^0.3.0\",\n    \"@langchain/google-genai\": \"^0.0.0\"\n  },\n  \"resolutions\": {\n    \"@langchain/core\": \"^0.3.0\"\n  },\n  \"overrides\": {\n    \"@langchain/core\": \"^0.3.0\"\n  },\n  \"pnpm\": {\n    \"overrides\": {\n      \"@langchain/core\": \"^0.3.0\"\n    }\n  }\n}\n```\n\nThe field you need depends on the package manager you're using, but we recommend adding a field for the common `yarn`, `npm`, and `pnpm` to maximize compatibility.\n\n## Chat Models\n\nThis package contains the `ChatGoogleGenerativeAI` class, which is the recommended way to interface with the Google Gemini series of models.\n\nTo use, install the requirements, and configure your environment.\n\n```bash\nexport GOOGLE_API_KEY=your-api-key\n```\n\nThen initialize\n\n```typescript\nimport { ChatGoogleGenerativeAI } from \"@langchain/google-genai\";\nimport { HumanMessage } from \"@langchain/core/messages\";\n\nconst model = new ChatGoogleGenerativeAI({\n  model: \"gemini-pro\",\n  maxOutputTokens: 2048,\n});\nconst response = await model.invoke(new HumanMessage(\"Hello world!\"));\n```\n\n#### Multimodal inputs\n\nGemini vision model supports image inputs when providing a single chat message. Example:\n\n```bash npm2yarn\nnpm install @langchain/core\n```\n\n```typescript\nimport fs from \"fs\";\nimport { ChatGoogleGenerativeAI } from \"@langchain/google-genai\";\nimport { HumanMessage } from \"@langchain/core/messages\";\n\nconst vision = new ChatGoogleGenerativeAI({\n  model: \"gemini-pro-vision\",\n  maxOutputTokens: 2048,\n});\nconst image = fs.readFileSync(\"./hotdog.jpg\").toString(\"base64\");\nconst input = [\n  new HumanMessage({\n    content: [\n      {\n        type: \"text\",\n        text: \"Describe the following image.\",\n      },\n      {\n        type: \"image_url\",\n        image_url: `data:image/png;base64,${image}`,\n      },\n    ],\n  }),\n];\n\nconst res = await vision.invoke(input);\n```\n\nThe value of `image_url` can be any of the following:\n\n- A public image URL\n- An accessible gcs file (e.g., \"gcs://path/to/file.png\")\n- A base64 encoded image (e.g., `data:image/png;base64,abcd124`)\n- A PIL image\n\n## Embeddings\n\nThis package also adds support for google's embeddings models.\n\n```typescript\nimport { GoogleGenerativeAIEmbeddings } from \"@langchain/google-genai\";\nimport { TaskType } from \"@google/generative-ai\";\n\nconst embeddings = new GoogleGenerativeAIEmbeddings({\n  modelName: \"embedding-001\", // 768 dimensions\n  taskType: TaskType.RETRIEVAL_DOCUMENT,\n  title: \"Document title\",\n});\n\nconst res = await embeddings.embedQuery(\"OK Google\");\n```\n\n## Development\n\nTo develop the Google GenAI package, you'll need to follow these instructions:\n\n### Install dependencies\n\n```bash\nyarn install\n```\n\n### Build the package\n\n```bash\nyarn build\n```\n\nOr from the repo root:\n\n```bash\nyarn build --filter=@langchain/google-genai\n```\n\n### Run tests\n\nTest files should live within a `tests/` file in the `src/` folder. Unit tests should end in `.test.ts` and integration tests should\nend in `.int.test.ts`:\n\n```bash\n$ yarn test\n$ yarn test:int\n```\n\n### Lint & Format\n\nRun the linter & formatter to ensure your code is up to standard:\n\n```bash\nyarn lint && yarn format\n```\n\n### Adding new entrypoints\n\nIf you add a new file to be exported, either import & re-export from `src/index.ts`, or add it to the `entrypoints` field in the `config` variable located inside `langchain.config.js` and run `yarn build` to generate the new entrypoint.\n","readmeFilename":"README.md"}