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stable model-provider contract and AI SDK adapter.","maintainers":[{"name":"possumtechcom","email":"possumtech@pm.me"}],"readme":"# @plurnk/plurnk-providers\n\nPLURNK's stable model-provider contract and its adapter to the\n[AI SDK](https://ai-sdk.dev/).\n\nOrdinary provider behavior is intentionally not reimplemented here:\n\n- A release-time Models.dev snapshot supplies provider package, endpoint, and\n  credential names, plus context-window, output-limit, reasoning-capability,\n  and pricing metadata.\n- Official AI SDK providers own vendor request and response protocols.\n- PLURNK owns aliases, generation envelopes, normalized usage and errors,\n  evidence capture, first-party metadata, and local endpoint capabilities.\n\nNative tool calling is explicitly disabled through each protocol's standard\ncontrols; PLURNK operations travel as text ({§provider-native-tools-disabled}).\n\nSee [SPEC.md](SPEC.md) for the contract, [the model reference](docs/models.md)\nfor what a model is told about routes and generation, and\n[.env.defaults](.env.defaults) for every knob.\nThe package-owned `PLURNK_PROVIDERS_ERROR_DETAIL_LIMIT` bounds upstream\ndiagnostic text in public provider Problems.\n\nModel facts do not share one fallback chain. Context windows, output envelopes,\nreasoning activation, and estimated prices resolve independently\n({§model-fact-resolution}). PLURNK does not fetch live per-token prices, and the\nlocal estimate is not an authoritative relay-settled charge.\nRouter accounting includes separately billed BYOK inference, not merely the\nrouter fee; incomplete billing evidence remains unknown ({§provider-monetary-evidence}).\n\n## Runtime-neutral contracts\n\nBrowser and edge Workers import accounting and normalized failures through\ntheir dedicated runtime-neutral subpaths\n({§provider-runtime-neutral-accounting}, {§provider-runtime-neutral-errors}):\n\n```js\nimport {\n  aggregateProviderAccounting,\n  estimateProviderCost,\n} from \"@plurnk/plurnk-providers/accounting\";\nimport { ProviderError } from \"@plurnk/plurnk-providers/errors\";\n```\n\nThe package root composes the complete Node provider runtime, including plugin\ndiscovery and environment-file defaults.\n\n## Configure a model\n\nSelect a catalog route directly:\n\n```dotenv\nPLURNK_MODEL=deepseek/deepseek-v4-flash\nDEEPSEEK_API_KEY=...\n```\n\nDeclare an alias when the route needs a reusable name or scoped tuning:\n\n```dotenv\nPLURNK_MODEL_fast=deepinfra/zai-org/GLM-5.3-Flash\nPLURNK_MODEL=fast\nDEEPINFRA_API_KEY=...\n```\n\nCataloged providers need no endpoint declaration. To add an\nOpenAI-compatible provider that Models.dev does not describe:\n\n```dotenv\nPLURNK_PROVIDERS_PROVIDER_ACME_NPM=@ai-sdk/openai-compatible\nPLURNK_PROVIDERS_PROVIDER_ACME_BASE_URL=https://api.acme.example/v1\nPLURNK_PROVIDERS_PROVIDER_ACME_API_KEY_ENV=ACME_API_KEY\nPLURNK_MODEL_acme=acme/model-id\n```\n\nProvider declarations are configuration, not secrets. Secret values remain in\nthe operator environment.\n\nThe forms, in one table:\n\n| Form | Meaning |\n| --- | --- |\n| `PLURNK_MODEL=provider/model` | Select a route without an alias. |\n| `PLURNK_MODEL_<alias>=provider/model` | Declare a named route and tuning scope. |\n| `PLURNK_BASEURL_<alias>=https://endpoint/v1` | Override that declared alias's endpoint. |\n| `PLURNK_PROVIDERS_<KNOB>_<alias>=value` | Nonempty per-alias override of the bare knob; alias case is ignored. |\n| `PLURNK_PROVIDERS_PROVIDER_<NAME>_*` | Provider-wide declaration, not per-alias tuning. |\n\nModels.dev supplies cataloged providers' endpoints, credential-variable names,\nmodel limits, reasoning capabilities, and rates. The operator supplies\ncredentials to the service environment; a client's environment does not\nconfigure a remote daemon. Worker model and reasoning selections persist:\nchanging a startup default is not a command to retarget existing Workers.\nClients expose explicit model, reasoning, and child-model controls; their\navailable effort choices come from the selected route.\n\nSampling uses endpoint defaults unless configured. `TEMPERATURE`, `TOP_P`,\n`TOP_K`, `PRESENCE_PENALTY`, `FREQUENCY_PENALTY`, and `SEED` use the same\n`PLURNK_PROVIDERS_<KNOB>_<alias>` form. Supported values depend on the endpoint;\nModels.dev does not supply a recommended sampling profile. See the\n[sampling contract](SPEC.md) ({§provider-sampling-passthrough}) and\n[environment panel](.env.defaults) for ranges and omission rules.\n\n## Capacity and reasoning\n\n```mermaid\nflowchart TD\n    Limits[Model context and input/output limits] --> Input[Available input capacity]\n    Output[Total output envelope, including reasoning] --> Input\n    Input --> Context[Core's calibrated context allowance]\n    Output --> Reasoning[Optional smaller reasoning budget]\n```\n\n- **Effort** and **budget** are independent. `adaptive` requests native dynamic\n  reasoning where supported, otherwise `PLURNK_PROVIDERS_EFFORT_FALLBACK`\n  (default `high`). An unavailable fallback retains the reasoning-enabled provider default.\n  Fixed effort names must be supported by the route; unsupported requests are not silently downgraded.\n- **Output** accepts positive tokens or a percentage of context; known model\n  limits cap it. An explicit reasoning budget must be smaller than total output.\n  Leaving the reasoning budget unset does not disable reasoning.\n- **Context** is derived from the live endpoint or catalog. An operator cap can\n  shrink known capacity or declare unknown capacity, never enlarge known limits.\n  Prompt projection and initialization reasoning READ limits are separate Core policy.\n\n## Provider plugins\n\nMost integrations should use an MCP server, executor, scheme, or a provider\ndeclaration. A provider plugin is only needed for a protocol binding unavailable\nthrough the catalog and installed SDK packages.\n\nIt may use any npm scope. Its package manifest declares the PLURNK name:\n\n```json\n{\n  \"plurnk\": {\n    \"kind\": \"provider\",\n    \"name\": \"acme\"\n  },\n  \"peerDependencies\": {\n    \"@plurnk/plurnk-providers\": \"^1.2.0\",\n    \"ai\": \"^6.0.0\"\n  }\n}\n```\n\nThe default export is an AI SDK provider with\n`languageModel(modelId)`. PLURNK adapts that language model into its own\ncontract, so plugins do not reproduce retries, usage normalization, envelopes,\nnotices, or RFC 9457 failure normalization.\n\nThe manifest may declare always-on `plurnk.attribution`. The default export may\nalso implement synchronous `attributions(context)` and decide per provider\nattempt whether to return no, one, or many additional opaque tags\n({§plugin-attribution}).\n\nDiscovery is scope-agnostic and rejects duplicate names.\nThird-party discovery uses the shared pre-import trust contract ({§plugin-trust-boundary}).\n\n## Local endpoints\n\n`openai` and `ollama` retain small in-package adapters because local operation\nrequires runtime facts no static catalog owns: served model, context window,\nllama-server capabilities, slots, EOS token, and exact tokenization.\n\n```dotenv\nPLURNK_MODEL_local=openai/model-name-from-endpoint\nPLURNK_BASEURL_local=http://127.0.0.1:8080/v1\nPLURNK_MODEL=local\n# Optional: your own GBNF grammar, carried verbatim to this llama-server route:\n# PLURNK_PROVIDERS_GBNF_local=~/.config/plurnk/local.gbnf\n# Optional explicit generation allowances, in tokens:\n# PLURNK_PROVIDERS_OUTPUT_BUDGET_local=8192\n# PLURNK_PROVIDERS_REASONING_BUDGET_local=4096\n# Optional: serialize inference on a single-slot endpoint without serializing workers:\n# PLURNK_PROVIDERS_MAX_CONCURRENCY_local=1\n```\n\nEndpoint probing supplies served-model capacity and llama-server capabilities.\nPin `PLURNK_PROVIDERS_LLAMA_SERVER_local=1` only for a known llama-server that\ncannot be fingerprinted reliably. GBNF is optional and yours: the service ships\nno grammar profile and never validates or grades one; the file's text reaches\nthe route verbatim, and configuring it on a route without grammar transport is\nan error. Parsing always applies.\n\nSampling stays at endpoint defaults unless configured. Repetition penalties can\nfight exact source copying and grammar repetition. Measure local tuning; it is\nnot a portable cloud policy. `think-tags` response interpretation is a separate\nopt-in for endpoints that emit a leading `<think>` envelope, not a reasoning switch.\n\n## Connectivity, caching, and cost\n\n| Concern | Boundary |\n| --- | --- |\n| Inference concurrency | Optional per-endpoint, process-local admission; queued calls remain cancellable. The default is unrestricted ({§provider-inference-admission}). |\n| Generation deadline | One whole-call allowance across queueing, requests and retries; caller cancellation still applies. No first-content or inter-chunk cutoff. |\n| Discovery/tokenizer HTTP | Separate non-generation fetch bound; does not limit inference. |\n| Provider-directed waits | Bounded retries honor `Retry-After`; other recoverable failures return to Core. |\n| Loop recovery | Core reissues within its recovery window, then parks attended loops or concludes unattended loops on the failure. |\n| Cache affinity | Stable Worker identity through documented provider controls; not a cache-hit guarantee. |\n| Explicit cache writes | Separate policy on supported routes; can affect billing. |\n| Service tier | Explicit route choice that may change price and availability. |\n| Cost | Provider monetary evidence wins; known usage and catalog rates yield an estimate, not a settled charge. |\n\nFor uncataloged compatible endpoints, declare the SDK, URL, and credential-variable\nname together; the examples are in the defaults reference. A provider plugin is\nneeded only when the protocol cannot be expressed by the installed adapters.\n\n## Configured-provider packet conformance matrix\n\nEvery configured model alias is exercised through a real PLURNK loop — the\nproduction packet, a model-selected operation, its materialized result, and\ncompletion — never a transport-only completion. Provider-exposed reasoning must\nsurvive in the durable assistant packet and digest; a provider with no private\nreasoning is valid when the observable operation cycle succeeds.\n\nOne specimen at a time, deterministically:\n\n```sh\ncd plurnk-core\nnpm run test:live:specimen -- \"<test-name-pattern>\"\n```\n\nThe selector inserts `--test-name-pattern` before the expanded live file list in\nthe exact standard `test:live` invocation; trailing npm arguments alone cannot\nnarrow the suite. This procedure is `plurnk-core`'s own; the ledger below is\nmaintained with the evidence for every alias it names.\n\n### Classifications\n\n| Class | Meaning |\n|---|---|\n| pass | Full packet cycle completed; durable packet and digest verified |\n| auth/credential | The route is blocked before the model by authorization or credential handling |\n| transport | The route fails at a transport/capability boundary, not the model |\n| op:stable-fail | An operation-level failure repeated on replay; assertion unweakened |\n| op:stochastic | An operation-level failure did not repeat on a later roll |\n| unreachable | The endpoint cannot be reached from this machine |\n\nAuthorization and credential failures are reported as their own class, never as\nmodel failures. Repeated stochastic and stable operation failures are reported\nseparately in the ledger's specimens.\n\nA route's classification is established by running the live drill against it and\nreading the digest, never by reputation. Record the outcome where the work is\ntracked; this README owns the procedure and the vocabulary, not a snapshot of any\none installation's configured aliases.\n\n## Development\n\n```sh\nnpm run test:lint -w @plurnk/plurnk-providers\nnpm run test:unit -w @plurnk/plurnk-providers\n```\n\n`npm run test:providersPing` is an explicit paid diagnostic; it calls each\nkeyed provider once and prints the retained sanitized evidence directory.\n","readmeFilename":"README.md"}