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building blocks for the AIP SDK: streaming chat completions, tool calling, and chat transports backed by the Foundry Language Model Service","maintainers":[{"name":"palantir","email":"pt-vendor-npm@palantir.com"}],"readme":"# @osdk/aip-core\n\nCore building blocks for AIP applications backed by the Foundry Language Model Service (LMS). Provides streaming chat completions, tool calling, and an AI SDK adapter.\n\n## Installation\n\n```sh\npnpm add @osdk/aip-core\n```\n\nPeer dependencies:\n\n```sh\npnpm add @osdk/client @osdk/language-models\n```\n\n## Native API\n\n### `foundryModel`\n\nCreates a language model handle for Foundry LMS.\n\n```ts\nimport { foundryModel } from \"@osdk/aip-core\";\n\nconst model = foundryModel({\n  client, // PlatformClient from @osdk/client\n  model: \"gpt-4o\", // LMS model API name or a ModelIdentifier\n});\n```\n\nThe `model` parameter accepts either a string (LMS API name like `\"gpt-4o\"`) or a structured identifier:\n\n```ts\n// Built-in LMS model\n{ type: \"lmsModel\", apiName: \"gpt-4o\" }\n\n// Customer-registered model\n{ type: \"registeredModel\", registeredModelRid: \"ri.language-model-service...\" }\n```\n\n### `generateText`\n\nPerforms a single chat completion and returns the full result.\n\n```ts\nimport { foundryModel, generateText } from \"@osdk/aip-core\";\n\nconst model = foundryModel({ client, model: \"gpt-4o\" });\n\nconst result = await generateText({\n  model,\n  prompt: \"Summarize the key points of this document.\",\n});\n\nconsole.log(result.text);\nconsole.log(result.usage); // { inputTokens, outputTokens, totalTokens, ... }\n```\n\n#### With system instructions\n\n```ts\nconst result = await generateText({\n  model,\n  system: \"You are a helpful assistant that responds concisely.\",\n  messages: [{ role: \"user\", content: \"What is TypeScript?\" }],\n});\n```\n\n#### With tool calling\n\n```ts\nconst result = await generateText({\n  model,\n  prompt: \"What's the weather in London?\",\n  tools: {\n    getWeather: {\n      description: \"Get the current weather for a location\",\n      inputSchema: {\n        type: \"object\",\n        properties: {\n          location: { type: \"string\" },\n        },\n        required: [\"location\"],\n      },\n    },\n  },\n  toolChoice: \"auto\",\n});\n\nfor (const call of result.toolCalls) {\n  console.log(call.toolName, call.input);\n}\n```\n\n#### Callbacks\n\n```ts\nconst result = await generateText({\n  model,\n  prompt: \"Hello\",\n  onStepFinish: (step) => {\n    console.log(\"Step finished:\", step.finishReason);\n  },\n  onFinish: (event) => {\n    console.log(\"Total usage:\", event.totalUsage);\n  },\n});\n```\n\n#### Sampling parameters\n\n| Parameter          | Description                      |\n| ------------------ | -------------------------------- |\n| `maxOutputTokens`  | Maximum tokens to generate       |\n| `temperature`      | Randomness (0 = deterministic)   |\n| `topP`             | Nucleus sampling threshold       |\n| `presencePenalty`  | Penalize repeated topics         |\n| `frequencyPenalty` | Penalize repeated tokens         |\n| `stopSequences`    | Stop generation at these strings |\n| `seed`             | Deterministic sampling seed      |\n\n## AI SDK Provider\n\n`@osdk/aip-core` ships a custom provider for the [AI SDK](https://ai-sdk.dev), allowing you to use Foundry LMS models with `generateText`, `streamText`, and other AI SDK functions.\n\n### Additional dependencies\n\n```sh\npnpm add ai @ai-sdk/provider\n```\n\n### Usage\n\n```ts\nimport { createFoundryAI } from \"@osdk/aip-core/ai-sdk\";\nimport { generateText } from \"ai\";\n\nconst foundryAI = createFoundryAI({ client });\n\nconst { text } = await generateText({\n  model: foundryAI(\"gpt-4o\"),\n  prompt: \"Hello, world\",\n});\n```\n\n### Streaming\n\n```ts\nimport { createFoundryAI } from \"@osdk/aip-core/ai-sdk\";\nimport { streamText } from \"ai\";\n\nconst foundryAI = createFoundryAI({ client });\n\nconst result = streamText({\n  model: foundryAI(\"gpt-4o\"),\n  prompt: \"Write a poem about TypeScript.\",\n});\n\nfor await (const chunk of result.textStream) {\n  process.stdout.write(chunk);\n}\n```\n\n### Registered models\n\n```ts\nconst model = foundryAI({\n  type: \"registeredModel\",\n  registeredModelRid: \"ri.language-model-service...\",\n});\n```\n\n### Tool calling with AI SDK\n\n```ts\nimport { createFoundryAI } from \"@osdk/aip-core/ai-sdk\";\nimport { generateText, tool } from \"ai\";\nimport { z } from \"zod\";\n\nconst foundryAI = createFoundryAI({ client });\n\nconst result = await generateText({\n  model: foundryAI(\"gpt-4o\"),\n  prompt: \"What's the weather in London?\",\n  tools: {\n    getWeather: tool({\n      description: \"Get the current weather for a location\",\n      parameters: z.object({ location: z.string() }),\n      execute: async ({ location }) => {\n        return { temperature: 18, condition: \"cloudy\" };\n      },\n    }),\n  },\n});\n```\n\n## v0 Limitations\n\nThe current release (v0) has the following limitations. Unsupported options surface as warnings in the result rather than throwing errors.\n\n- **Single-step only** — multi-step tool loops (`stopWhen`, `prepareStep`) are not yet supported\n- **Text content only** — image and file parts in messages are ignored with a warning\n- **No structured output** — JSON response format is not yet wired\n- **No `topK`** — the Foundry LMS OpenAI proxy does not accept this parameter\n\n## License\n\nApache-2.0\n","readmeFilename":"README.md"}