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feat: assistant evals (#41311)
* chore: bump `supabase` CLI * chore: stricter message types in `generate-v4.ts` * feat: tutorial eval https://www.braintrust.dev/docs/evaluation * feat: project ID for eval * refactor: `generateAssistantResponse` out of `handlePost` * refactor: generateAssistantResponse to lib/ai * feat: factuality eval with assistant response * chore: upgrade braintrust to v1.0.1 * chore: silence tsconfig warning * feat: assertion scorer * fix: aggregate tools across all steps * refactor: strict tool names, remove need for `as const` * refactor: generic tool name type in assertions * feat: transfer mocks from `feature/braintrust` * feat: LLM criteria assertion * feat: braintrust evals workflow * fix: BRAINTRUST_PROJECT_ID * feat: `sql_similar` assertion * fix: `OPENAI_API_KEY` in workflow env * feat: split AssertionScorer into separate scorers * feat: remove tutorial eval * feat: 20 minute CI timeout * feat: category in test case metadata * feat: score with gpt-5 * refactor: dataset to own file, colocate scorers * feat: "gpt-5.2-2025-12-11" for llm as a judge * feat: SQL syntax scorer with `libpg-query` * feat: `evals:setup` and `evals:run` scripts * feat: `evals:setup` in CI * feat: human readable scorer names * chore: rename to "SQL Validity" * feat: add 2 "sql_generation" test cases * feat: update requiredTools in test cases * chore: ignore Cursor MCP config * feat: "Conciseness" score * feat: "Completeness" scorer * fix: generate-v4 test mocks * feat: serialize "steps" for scorer inputs * updated node mem options for typecheck * updated runner * remove ram update as actions handle this * feat: read `BRAINTRUST_PROJECT_ID` from secrets * feat: score helpfulness, remove old scorers * feat: separate `evals:run` and `evals:upload` scripts * feat: passthrough entire classifier result * feat: use live `search_docs` impl, store docs result in metadata * feat: reduce classifier options * feat: filter workflow by `run-evals` PR label or `master` branch * chore: cleanup stubbed mock tools * fix: checkout actual branch with `ref:` * fix: capture search_docs results from all content parts * feat: simplify sql syntax score calculation * feat: use AI SDK's UI message validator * docs: justification for relative `extends` * fix: cleanup leftover validatedMessages * doc: note mock token isn't secret for snyk * fix: mock ui message to pass validation * feat: revert ignoring Cursor MCP config Using `.git/info/exclude` instead until we have an opinion on this * feat: add "tsconfig" as shared-data devDependency, revert relative path in tsconfig * refactor: tool call parsing into function * Update apps/studio/evals/assistant.eval.ts Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> * refactor: organize mock schemas and tool factories --------- Co-authored-by: Ali Waseem <waseema393@gmail.com> Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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name: Run Braintrust evals
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on:
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push:
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branches: [master]
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pull_request:
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types: [opened, synchronize, labeled]
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
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cancel-in-progress: true
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permissions:
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pull-requests: write
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contents: read
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jobs:
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eval:
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name: Run evals
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if: github.event_name == 'push' || (github.event_name == 'pull_request' && contains(github.event.pull_request.labels.*.name, 'run-evals'))
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runs-on: ubuntu-latest
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timeout-minutes: 20
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env:
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BRAINTRUST_PROJECT_ID: ${{ secrets.BRAINTRUST_PROJECT_ID }}
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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steps:
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- name: Checkout
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uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
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with:
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fetch-depth: 0
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# For PR events, checkout the actual branch so Braintrust can report the correct branch name instead of detached HEAD.
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# github.head_ref is the PR source branch, github.ref_name is the fallback for push events (e.g., master).
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ref: ${{ github.head_ref || github.ref_name }}
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- name: Install pnpm
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uses: pnpm/action-setup@41ff72655975bd51cab0327fa583b6e92b6d3061 # v4.2.0
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with:
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run_install: false
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- name: Use Node.js
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uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0
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with:
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node-version-file: ".nvmrc"
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cache: "pnpm"
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- name: Install Dependencies
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run: pnpm install --frozen-lockfile
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- name: Setup Evals
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run: cd apps/studio && pnpm evals:setup
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- name: Run Evals
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uses: braintrustdata/eval-action@v1
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with:
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api_key: ${{ secrets.BRAINTRUST_API_KEY }}
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runtime: node
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package_manager: pnpm
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root: apps/studio
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