diff --git a/apps/studio/lib/ai/evals/rls.eval.ts b/apps/studio/lib/ai/evals/rls.eval.ts new file mode 100644 index 00000000000..e69de29bb2d diff --git a/apps/studio/lib/ai/model.ts b/apps/studio/lib/ai/model.ts index 0bb966f48b8..821e49dfaba 100644 --- a/apps/studio/lib/ai/model.ts +++ b/apps/studio/lib/ai/model.ts @@ -1,5 +1,7 @@ import { openai } from '@ai-sdk/openai' -import { LanguageModel } from 'ai' +import { LanguageModel, wrapLanguageModel } from 'ai' +import { LanguageModelV2 } from '@ai-sdk/provider' +import { BraintrustMiddleware } from 'braintrust' import { checkAwsCredentials, createRoutedBedrock } from './bedrock' import { BedrockModel, @@ -15,7 +17,7 @@ type PromptProviderOptions = Record type ProviderOptions = Record type ModelSuccess = { - model: LanguageModel + model: LanguageModel | LanguageModelV2 promptProviderOptions?: PromptProviderOptions providerOptions?: ProviderOptions error?: never @@ -99,10 +101,14 @@ export async function getModel({ if (!hasOpenAIKey) { return { error: new Error('OPENAI_API_KEY not available') } } + const wrappedModel = wrapLanguageModel({ + model: openai(chosenModelId as OpenAIModel), + middleware: BraintrustMiddleware({ debug: true }), + }) + return { - model: openai.chat(chosenModelId as OpenAIModel), + model: wrappedModel, promptProviderOptions: models[chosenModelId as OpenAIModel]?.promptProviderOptions, - providerOptions: providerRegistry.providerOptions, } } diff --git a/apps/studio/package.json b/apps/studio/package.json index 33def8d179e..1a22900b8e3 100644 --- a/apps/studio/package.json +++ b/apps/studio/package.json @@ -72,7 +72,9 @@ "@zip.js/zip.js": "^2.7.29", "ai": "^5.0.0", "ai-commands": "workspace:*", + "autoevals": "^0.0.131", "awesome-debounce-promise": "^2.1.0", + "braintrust": "^0.3.6", "common": "workspace:*", "common-tags": "^1.8.2", "config": "workspace:*", diff --git a/apps/studio/pages/api/ai/sql/generate-v4.ts b/apps/studio/pages/api/ai/sql/generate-v4.ts index 1484bb64183..8bb71b3bd7a 100644 --- a/apps/studio/pages/api/ai/sql/generate-v4.ts +++ b/apps/studio/pages/api/ai/sql/generate-v4.ts @@ -3,7 +3,7 @@ import { convertToModelMessages, ModelMessage, stepCountIs, streamText } from 'a import { source } from 'common-tags' import { NextApiRequest, NextApiResponse } from 'next' import { z } from 'zod/v4' - +import { initLogger } from 'braintrust' import { IS_PLATFORM } from 'common' import { executeSql } from 'data/sql/execute-sql-query' import { AiOptInLevel } from 'hooks/misc/useOrgOptedIntoAi' @@ -28,6 +28,11 @@ export const config = { api: { bodyParser: true }, } +// Initialize Braintrust logging +initLogger({ + projectName: 'supabase', +}) + async function handler(req: NextApiRequest, res: NextApiResponse) { const { method } = req diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index e66d081a634..b5f6f689696 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -842,9 +842,15 @@ importers: ai-commands: specifier: workspace:* version: link:../../packages/ai-commands + 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concat-map@0.0.1: {} @@ -28983,6 +29249,10 @@ snapshots: tslib: 2.8.1 upper-case: 2.0.2 + content-disposition@0.5.4: + dependencies: + safe-buffer: 5.2.1 + content-disposition@1.0.0: dependencies: safe-buffer: 5.2.1 @@ -29011,8 +29281,12 @@ snapshots: cookie-es@2.0.0: {} + cookie-signature@1.0.6: {} + cookie-signature@1.2.2: {} + cookie@0.7.1: {} + cookie@0.7.2: {} cookie@1.0.2: {} @@ -30262,13 +30536,13 @@ snapshots: events@3.3.0: {} - eventsource-parser@3.0.2: {} + eventsource-parser@1.1.2: {} eventsource-parser@3.0.3: {} eventsource@3.0.7: dependencies: - eventsource-parser: 3.0.2 + eventsource-parser: 3.0.3 execa@1.0.0: dependencies: @@ -30324,6 +30598,42 @@ snapshots: dependencies: express: 5.1.0(supports-color@8.1.1) + express@4.21.2(supports-color@8.1.1): + dependencies: + accepts: 1.3.8 + array-flatten: 1.1.1 + body-parser: 1.20.3(supports-color@8.1.1) + content-disposition: 0.5.4 + content-type: 1.0.5 + cookie: 0.7.1 + cookie-signature: 1.0.6 + debug: 2.6.9(supports-color@8.1.1) + depd: 2.0.0 + encodeurl: 2.0.0 + escape-html: 1.0.3 + etag: 1.8.1 + finalhandler: 1.3.1(supports-color@8.1.1) + fresh: 0.5.2 + http-errors: 2.0.0 + merge-descriptors: 1.0.3 + methods: 1.1.2 + on-finished: 2.4.1 + parseurl: 1.3.3 + path-to-regexp: 0.1.12 + proxy-addr: 2.0.7 + qs: 6.13.0 + range-parser: 1.2.1 + safe-buffer: 5.2.1 + send: 0.19.0(supports-color@8.1.1) + serve-static: 1.16.2(supports-color@8.1.1) + setprototypeof: 1.2.0 + statuses: 2.0.1 + type-is: 1.6.18 + utils-merge: 1.0.1 + vary: 1.1.2 + transitivePeerDependencies: + - supports-color + express@5.1.0(supports-color@8.1.1): dependencies: accepts: 2.0.0 @@ -30534,6 +30844,8 @@ snapshots: fflate@0.8.2: {} + fft.js@4.0.4: {} + figures@3.2.0: dependencies: escape-string-regexp: 1.0.5 @@ -30572,6 +30884,18 @@ snapshots: dependencies: to-regex-range: 5.0.1 + finalhandler@1.3.1(supports-color@8.1.1): + dependencies: + debug: 2.6.9(supports-color@8.1.1) + encodeurl: 2.0.0 + escape-html: 1.0.3 + on-finished: 2.4.1 + parseurl: 1.3.3 + statuses: 2.0.1 + unpipe: 1.0.0 + transitivePeerDependencies: + - supports-color + finalhandler@2.1.0(supports-color@8.1.1): dependencies: debug: 4.4.0(supports-color@8.1.1) @@ -31695,6 +32019,8 @@ snapshots: through: 2.3.8 wrap-ansi: 6.2.0 + install@0.13.0: {} + internal-slot@1.0.7: dependencies: es-errors: 1.3.0 @@ -31763,6 +32089,8 @@ snapshots: is-alphabetical: 2.0.1 is-decimal: 2.0.1 + is-any-array@2.0.1: {} + is-array-buffer@3.0.4: dependencies: call-bind: 1.0.7 @@ -32409,6 +32737,13 @@ snapshots: lilconfig@2.1.0: {} + linear-sum-assignment@1.0.7: + dependencies: + cheminfo-types: 1.8.1 + install: 0.13.0 + ml-matrix: 6.12.1 + ml-spectra-processing: 14.17.1 + linebreak@1.1.0: dependencies: base64-js: 0.0.8 @@ -33126,6 +33461,8 @@ snapshots: transitivePeerDependencies: - supports-color + media-typer@0.3.0: {} + media-typer@1.1.0: {} memfs@4.14.1: @@ -33141,6 +33478,8 @@ snapshots: memorystream@0.3.1: {} + merge-descriptors@1.0.3: {} + merge-descriptors@2.0.0: {} merge-stream@2.0.0: {} @@ -33155,6 +33494,8 @@ snapshots: meshoptimizer@0.18.1: {} + methods@1.1.2: {} + micromark-core-commonmark@1.1.0: dependencies: decode-named-character-reference: 1.0.2 @@ -33837,6 +34178,36 @@ snapshots: mkdirp@3.0.1: {} + ml-array-max@1.2.4: + dependencies: + is-any-array: 2.0.1 + + ml-array-min@1.2.3: + dependencies: + is-any-array: 2.0.1 + + ml-array-rescale@1.3.7: + dependencies: + is-any-array: 2.0.1 + ml-array-max: 1.2.4 + ml-array-min: 1.2.3 + + ml-matrix@6.12.1: + dependencies: + is-any-array: 2.0.1 + ml-array-rescale: 1.3.7 + + ml-spectra-processing@14.17.1: + dependencies: + binary-search: 1.3.6 + cheminfo-types: 1.8.1 + fft.js: 4.0.4 + is-any-array: 2.0.1 + ml-matrix: 6.12.1 + ml-xsadd: 3.0.1 + + ml-xsadd@3.0.1: {} + mlly@1.7.4: dependencies: acorn: 8.14.1 @@ -33933,6 +34304,8 @@ snapshots: transitivePeerDependencies: - '@types/node' + mustache@4.2.0: {} + mute-stream@0.0.8: {} mute-stream@1.0.0: {} @@ -34009,7 +34382,7 @@ snapshots: dependencies: js-yaml-loader: 1.2.2 - next-router-mock@0.9.13(next@15.3.3(@babel/core@7.26.10(supports-color@8.1.1))(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1): + next-router-mock@0.9.13(next@15.3.3(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1): dependencies: next: 15.3.3(@babel/core@7.26.10(supports-color@8.1.1))(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(babel-plugin-macros@3.1.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4) react: 18.3.1 @@ -34777,6 +35150,8 @@ snapshots: lru-cache: 11.0.1 minipass: 7.1.2 + path-to-regexp@0.1.12: {} + path-to-regexp@6.3.0: {} path-to-regexp@8.1.0: {} @@ -35322,6 +35697,10 @@ snapshots: qs-esm@7.0.2: {} + qs@6.13.0: + dependencies: + side-channel: 1.1.0 + qs@6.14.0: dependencies: side-channel: 1.1.0 @@ -35362,6 +35741,13 @@ snapshots: range-parser@1.2.1: {} + raw-body@2.5.2: + dependencies: + bytes: 3.1.2 + http-errors: 2.0.0 + iconv-lite: 0.4.24 + unpipe: 1.0.0 + raw-body@3.0.0: dependencies: bytes: 3.1.2 @@ -37896,6 +38282,11 @@ snapshots: type-fest@4.30.0: {} + type-is@1.6.18: + dependencies: + media-typer: 0.3.0 + mime-types: 2.1.35 + type-is@2.0.1: dependencies: content-type: 1.0.5 @@ -38349,6 +38740,8 @@ snapshots: util-deprecate@1.0.2: {} + utils-merge@1.0.1: {} + uuid@10.0.0: {} uuid@7.0.3: {} @@ -38380,6 +38773,10 @@ snapshots: validate-npm-package-name@5.0.1: {} + validate.io-array@1.0.6: {} + + validate.io-function@1.0.2: {} + valtio@1.12.0(@types/react@18.3.3)(react@18.3.1): dependencies: derive-valtio: 0.1.0(valtio@1.12.0(@types/react@18.3.3)(react@18.3.1)) @@ -39159,6 +39556,10 @@ snapshots: dependencies: zod: 3.25.76 + zod-to-json-schema@3.24.6(zod@3.25.76): + dependencies: + zod: 3.25.76 + zod@3.25.76: {} zustand@4.4.7(@types/react@18.3.3)(immer@10.1.1)(react@18.3.1): diff --git a/turbo.json b/turbo.json index abec773d591..e114532b645 100644 --- a/turbo.json +++ b/turbo.json @@ -88,6 +88,7 @@ "DEFAULT_PROJECT_NAME", "DEFAULT_ORGANIZATION_NAME", "OPENAI_API_KEY", + "BRAINTRUST_API_KEY", "AUTH_JWT_SECRET", "LOGFLARE_URL", "LOGFLARE_PRIVATE_ACCESS_TOKEN",