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SDK for selecting, extending, and instantiating LLM providers and models","maintainers":[{"name":"ronanl","email":"ronan.le_meillat@sctg.eu.org"}],"readme":"# [experimental] @sctg/cline-llms\n\n`@sctg/cline-llms` is the model and provider layer for the Cline SDK. It gives\nyou typed provider settings, model catalogs, shared gateway contracts, and\nAI SDK-backed handler creation for supported LLM backends.\n\n## What You Get\n\n- `@sctg/cline-llms/runtime` for declarative config and runtime registry creation\n- `@sctg/cline-llms/providers` for handler creation and provider settings/types\n- `@sctg/cline-llms/models` for model catalogs and query helpers\n- `@sctg/cline-llms` root exports for the gateway registry and shared llm contracts\n\n## Installation\n\n```bash\nnpm install @sctg/cline-llms zod\n```\n\n## Quick Start\n\n```ts\nimport { createHandler } from \"@sctg/cline-llms\";\n\nconst handler = createHandler({\n\tproviderId: \"anthropic\",\n\tapiKey: process.env.ANTHROPIC_API_KEY ?? \"\",\n\tmodelId: \"claude-sonnet-4-6\",\n});\n\nfor await (const chunk of handler.createMessage(\"You are a concise assistant.\", [\n\t{ role: \"user\", content: [{ type: \"text\", text: \"Say hello.\" }] },\n])) {\n\tconsole.log(chunk);\n}\n```\n\n## Main APIs\n\n### Runtime\n\nUse `createLlmsRuntime(...)` when you want a small registry around:\n\n- configured providers and their default models\n- builtin provider discovery via `getBuiltInProviders()`\n- custom provider registration via `registerBuiltinProvider(...)`\n- handler creation for builtin or custom providers\n\nPreferred import:\n\n```ts\nimport { createLlmsRuntime, defineLlmsConfig } from \"@sctg/cline-llms/runtime\";\n```\n\n### Providers\n\nUse `@sctg/cline-llms/providers` for:\n\n- `createHandler(...)` and `createHandlerAsync(...)`\n- `ProviderSettings` and `ProviderSettingsSchema`\n- `ProviderConfig`\n- `Message` and `ApiStreamChunk`\n\nBuilt-in providers are routed through the internal gateway registry and backed by\nAI SDK provider implementations. Shared gateway contracts are exported from both\n`@sctg/cline-llms` and `@sctg/cline-shared`.\n\n### Models\n\nUse `@sctg/cline-llms/models` when you need generated provider/model metadata for\nselection UIs, defaults, or validation.\n\nFor generated catalog field semantics and token-limit behavior, see\n[`src/catalog/README.md`](./src/catalog/README.md).\n\n## Entry Points\n\n- `@sctg/cline-llms`: runtime-focused convenience entrypoint\n- `@sctg/cline-llms/node`: explicit Node/runtime entrypoint\n- `@sctg/cline-llms/browser`: browser-safe bundle\n- `@sctg/cline-llms/runtime`: focused runtime entrypoint\n- `@sctg/cline-llms/models`: model catalog/query entrypoint\n- `@sctg/cline-llms/providers`: provider handler/settings entrypoint\n\n## Related Packages\n\n- `@sctg/cline-agents`: agent loop and tool execution\n- `@sctg/cline-core`: stateful runtime assembly and provider settings storage\n\n## More Examples\n\n- Workspace overview: [README.md](https://github.com/TEA-ching/cline/blob/main/README.md)\n- API and architecture references: [DOC.md](https://github.com/TEA-ching/cline/blob/main/DOC.md), [ARCHITECTURE.md](https://github.com/TEA-ching/cline/blob/main/ARCHITECTURE.md)\n\n## Live Provider Smoke Test\n\nUse this for API-key-backed provider validation against real endpoints.\n\n1. Ensure provider keys are present in your environment (`ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, `GEMINI_API_KEY`, `CLINE_API_KEY`, etc.).\n2. Use the sample config at `packages/llms/src/tests/live-providers.example.json` as the providers list.\n3. Run:\n\n```bash\nLLMS_LIVE_TESTS=1 \\\nLLMS_LIVE_PROVIDERS_PATH=/absolute/path/to/packages/llms/src/tests/live-providers.example.json \\\nbun -F @sctg/cline-llms run test:live\n```\n\nReasoning-focused live run (same command, different flags):\n\n```bash\nLLMS_LIVE_REASONING_TESTS=1 \\\nLLMS_LIVE_REASONING_PROVIDERS_PATH=/absolute/path/to/packages/llms/src/tests/live-providers.reasoning.example.json \\\nbun -F @sctg/cline-llms run test:live\n```\n\nTool-use-focused live run (same command, different flags):\n\n```bash\nLLMS_LIVE_TOOL_TESTS=1 \\\nLLMS_LIVE_TOOL_PROVIDERS_PATH=/absolute/path/to/packages/llms/src/tests/live-providers.tools.example.json \\\nbun -F @sctg/cline-llms run test:live\n```\n\nOptional:\n\n- `LLMS_LIVE_PROVIDER_TIMEOUT_MS=120000` to increase per-provider timeout.\n- `LLMS_LIVE_PROVIDER_RETRIES=2` to retry transient upstream/provider failures per provider (total attempts = retries + 1).\n- `LLMS_LIVE_PROVIDER_CONCURRENCY=3` to run multiple provider entries in parallel. Defaults to `3`; lower it if you need stricter provider rate-limit behavior.\n- Point `LLMS_LIVE_PROVIDERS_PATH` to a custom file if you want a narrower provider set.\n- Point `LLMS_LIVE_REASONING_PROVIDERS_PATH` to a custom file for reasoning-enabled suites.\n- Point `LLMS_LIVE_TOOL_PROVIDERS_PATH` to a custom file for tool-use suites.\n- Use `apiKeyEnv`, `baseUrlEnv`, and `headersEnv` in a provider entry when a live config needs secrets without writing them to JSON.\n- When recording provider cassettes for committed replay tests, set `CLINE_VCR=record` and `CLINE_VCR_INCLUDE_REQUEST_BODY=1` so playback also verifies the sanitized request body contract.\n\nOpenAI Codex subscription live runs use the saved OAuth credentials from `~/.cline/data/settings/providers.json` after `cline auth --provider openai-codex`. Point the plain or reasoning suite at `packages/llms/src/tests/live-providers.openai-codex.example.json` or `packages/llms/src/tests/live-providers.openai-codex.reasoning.example.json`.\n\nPer-provider live assertions are configured in the JSON via `expectations`:\n\n- `requireUsage`: fail if no `usage` chunk is emitted (defaults to `true`; set to `false` to opt out).\n- `requireCacheReadTokens`: fail unless `cacheReadTokens > 0` (auto-runs at least 2 attempts with a long cache probe prompt if no prompt override is provided).\n- `minCacheReadTokens`: stricter cache floor check.\n- `requireReasoningChunk`: fail unless at least one reasoning chunk is emitted.\n- `requireNoReasoningChunk`: fail if any reasoning chunk is emitted.\n- `minInputTokens` / `minOutputTokens`: enforce lower bounds.\n- `requireToolCall`: fail unless at least one `tool_calls` chunk is emitted.\n\nIn reasoning suites, set `requireReasoningSignal: true` to require either a reasoning chunk or provider-reported hidden reasoning tokens (provider-dependent; can be flaky on some endpoints).\nTo check that disabling reasoning actually suppresses reasoning output across models, use `packages/llms/src/tests/live-providers.reasoning-disabled.example.json`; it covers direct and routed provider paths across `cline`, `openai`, `openrouter`, `anthropic`, `gemini`, `vercel-ai-gateway`, `zai`, and `deepseek` where model support exists, with `reasoning.enabled: false` and the strongest available no-reasoning expectation for each provider.\n\nCommon live failure classes:\n\n- `Overloaded`: provider/model capacity issue or transient upstream saturation.\n- `Insufficient Balance`: the provider account needs funds.\n- `Model Not Exist`: the model id is not available for that provider/account.\n- assertion failures such as `expected no reasoning chunks`: likely real SDK/provider-option behavior regressions.\n\n### Adding A Model To Live Tests\n\nAdd a new entry under the `providers` object in either config file:\n\n- Cache/smoke suite: `packages/llms/src/tests/live-providers.example.json`\n- Reasoning suite: `packages/llms/src/tests/live-providers.reasoning.example.json`\n- Reasoning-disabled suite (asserts no reasoning chunks when reasoning is off): `packages/llms/src/tests/live-providers.reasoning-disabled.example.json`\n- Tool-use suite: `packages/llms/src/tests/live-providers.tools.example.json`\n\nMinimal smoke/cache entry:\n\n```json\n\"my-openai-model\": {\n  \"settings\": {\n    \"provider\": \"openai\",\n    \"model\": \"gpt-5.4\"\n  },\n  \"expectations\": {\n    \"requireUsage\": true\n  }\n}\n```\n\nCache-asserted entry (auto-enforces multi-run cache probe):\n\n```json\n\"my-cache-model\": {\n  \"settings\": {\n    \"provider\": \"openai\",\n    \"model\": \"gpt-5.4\"\n  },\n  \"expectations\": {\n    \"requireUsage\": true,\n    \"requireCacheReadTokens\": true\n  }\n}\n```\n\nReasoning entry:\n\n```json\n\"my-reasoning-model\": {\n  \"settings\": {\n    \"provider\": \"anthropic\",\n    \"model\": \"claude-sonnet-4-6\",\n    \"reasoning\": {\n      \"effort\": \"high\"\n    }\n  },\n  \"expectations\": {\n    \"requireUsage\": true,\n    \"requireReasoningChunk\": true\n  }\n}\n```\n\nTool-use entry:\n\n```json\n\"my-tools-model\": {\n  \"settings\": {\n    \"provider\": \"openai\",\n    \"model\": \"gpt-5.4\"\n  },\n  \"expectations\": {\n    \"requireUsage\": true,\n    \"requireToolCall\": true\n  }\n}\n```\n","readmeFilename":"README.md"}