Number experiments based only on current org

Previously we were naming each new experiment based on the highest existing sort index globally, which doesn't make sense. Better to just use the local one.

.env.example

@@ -26,6 +26,8 @@ NEXT_PUBLIC_SOCKET_URL="http://localhost:3318"
 NEXTAUTH_SECRET="your_secret"
 NEXTAUTH_URL="http://localhost:3000"
 
+NEXT_PUBLIC_HOST="http://localhost:3000"
+
 # Next Auth Github Provider
 GITHUB_CLIENT_ID="your_client_id"
 GITHUB_CLIENT_SECRET="your_secret"

.eslintrc.cjs

@@ -37,6 +37,7 @@ const config = {
       "warn",
       { vars: "all", varsIgnorePattern: "^_", args: "after-used", argsIgnorePattern: "^_" },
     ],
+    "react/no-unescaped-entities": "off",
   },
 };
 

.gitignore

@@ -40,3 +40,6 @@ yarn-error.log*
 
 # typescript
 *.tsbuildinfo
+
+# Sentry Auth Token
+.sentryclirc

.prettierignore

@@ -1,2 +1,2 @@
-src/codegen/openai.schema.json
+*.schema.json
 pnpm-lock.yaml

@types/nextjs-routes.d.ts

@@ -13,10 +13,17 @@ declare module "nextjs-routes" {
   export type Route =
     | StaticRoute<"/account/signin">
     | DynamicRoute<"/api/auth/[...nextauth]", { "nextauth": string[] }>
+    | StaticRoute<"/api/experiments/og-image">
+    | StaticRoute<"/api/sentry-example-api">
     | DynamicRoute<"/api/trpc/[trpc]", { "trpc": string }>
+    | DynamicRoute<"/data/[id]", { "id": string }>
+    | StaticRoute<"/data">
     | DynamicRoute<"/experiments/[id]", { "id": string }>
     | StaticRoute<"/experiments">
-    | StaticRoute<"/">;
+    | StaticRoute<"/">
+    | StaticRoute<"/sentry-example-page">
+    | StaticRoute<"/world-champs">
+    | StaticRoute<"/world-champs/signup">;
 
   interface StaticRoute<Pathname> {
     pathname: Pathname;

Dockerfile

@@ -20,6 +20,9 @@ FROM base as builder
 # Include all NEXT_PUBLIC_* env vars here
 ARG NEXT_PUBLIC_POSTHOG_KEY
 ARG NEXT_PUBLIC_SOCKET_URL
+ARG NEXT_PUBLIC_HOST
+ARG NEXT_PUBLIC_SENTRY_DSN
+ARG SENTRY_AUTH_TOKEN
 
 WORKDIR /app
 COPY --from=deps /app/node_modules ./node_modules

README.md

@@ -1,50 +1,61 @@
-<img src="https://github.com/openpipe/openpipe/assets/41524992/ca59596e-eb80-40f9-921f-6d67f6e6d8fa" width="72px" />
+<!-- <img src="https://github.com/openpipe/openpipe/assets/41524992/ca59596e-eb80-40f9-921f-6d67f6e6d8fa" width="72px" /> -->
 
 # OpenPipe
 
-OpenPipe is a flexible playground for comparing and optimizing LLM prompts. It lets you quickly generate, test and compare candidate prompts with realistic sample data.
+OpenPipe is a flexible playground for comparing and optimizing LLM prompts. It lets you quickly generate, test and compare candidate prompts, and can automatically [translate](#-translate-between-model-apis) those prompts between models.
+
+<img src="https://github.com/openpipe/openpipe/assets/41524992/219a844e-3f4e-4f6b-8066-41348b42977b" alt="demo">
+
+You can use our hosted version of OpenPipe at https://openpipe.ai. You can also clone this repository and [run it locally](#running-locally).
 
 ## Sample Experiments
 
-These are simple experiments users have created that show how OpenPipe works.
+These are simple experiments users have created that show how OpenPipe works. Feel free to fork them and start experimenting yourself.
 
-- [Country Capitals](https://app.openpipe.ai/experiments/11111111-1111-1111-1111-111111111111)
+- [Twitter Sentiment Analysis](https://app.openpipe.ai/experiments/62c20a73-2012-4a64-973c-4b665ad46a57)
 - [Reddit User Needs](https://app.openpipe.ai/experiments/22222222-2222-2222-2222-222222222222)
 - [OpenAI Function Calls](https://app.openpipe.ai/experiments/2ebbdcb3-ed51-456e-87dc-91f72eaf3e2b)
 - [Activity Classification](https://app.openpipe.ai/experiments/3950940f-ab6b-4b74-841d-7e9dbc4e4ff8)
 
-<img src="https://github.com/openpipe/openpipe/assets/176426/fc7624c6-5b65-4d4d-82b7-4a816f3e5678" alt="demo" height="400px">
-
-You can use our hosted version of OpenPipe at [https://openpipe.ai]. You can also clone this repository and [run it locally](#running-locally).
-
-## High-Level Features
-
-**Configure Multiple Prompts**  
-Set up multiple prompt configurations and compare their output side-by-side. Each configuration can be configured independently.
-
-**Visualize Responses**  
-Inspect prompt completions side-by-side.
-
-**Test Many Inputs**  
-OpenPipe lets you _template_ a prompt. Use the templating feature to run the prompts you're testing against many potential inputs for broader coverage of your problem space than you'd get with manual testing.
-
-**🪄 Auto-generate Test Scenarios**  
-OpenPipe includes a tool to generate new test scenarios based on your existing prompts and scenarios. Just click "Autogenerate Scenario" to try it out!
-
-**Prompt Validation and Typeahead**  
-We use OpenAI's OpenAPI spec to automatically provide typeahead and validate prompts.
-
-<img alt="typeahead" src="https://github.com/openpipe/openpipe/assets/176426/acc638f8-d851-4742-8d01-fe6f98890840" height="300px">
-
-**Function Call Support**  
-Natively supports [OpenAI function calls](https://openai.com/blog/function-calling-and-other-api-updates) on supported models.
-
-<img height="300px" alt="function calls" src="https://github.com/openpipe/openpipe/assets/176426/48ad13fe-af2f-4294-bf32-62015597fd9b">
-
 ## Supported Models
 
 - All models available through the OpenAI [chat completion API](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
 - Llama2 [7b chat](https://replicate.com/a16z-infra/llama7b-v2-chat), [13b chat](https://replicate.com/a16z-infra/llama13b-v2-chat), [70b chat](https://replicate.com/replicate/llama70b-v2-chat).
+- Anthropic's [Claude 1 Instant](https://www.anthropic.com/index/introducing-claude) and [Claude 2](https://www.anthropic.com/index/claude-2)
+
+## Features
+
+### 🔍 Visualize Responses
+
+Inspect prompt completions side-by-side.
+
+### 🧪 Bulk-Test
+
+OpenPipe lets you _template_ a prompt. Use the templating feature to run the prompts you're testing against many potential inputs for broad coverage of your problem space.
+
+### 📟 Translate between Model APIs
+
+Write your prompt in one format and automatically convert it to work with any other model.
+
+<img width="480" alt="Screenshot 2023-08-01 at 11 55 38 PM" src="https://github.com/OpenPipe/OpenPipe/assets/41524992/1e19ccf2-96b6-4e93-a3a5-1449710d1b5b" alt="translate between models">
+
+<br><br>
+
+### 🛠️ Refine Your Prompts Automatically
+
+Use a growing database of best-practice refinements to improve your prompts automatically.
+
+<img width="480" alt="Screenshot 2023-08-01 at 11 55 38 PM" src="https://github.com/OpenPipe/OpenPipe/assets/41524992/87a27fe7-daef-445c-a5e2-1c82b23f9f99" alt="add function call">
+
+<br><br>
+
+### 🪄 Auto-generate Test Scenarios
+
+OpenPipe includes a tool to generate new test scenarios based on your existing prompts and scenarios. Just click "Autogenerate Scenario" to try it out!
+
+<img width="600" src="https://github.com/openpipe/openpipe/assets/41524992/219a844e-3f4e-4f6b-8066-41348b42977b" alt="auto-generate">
+
+<br><br>
 
 ## Running Locally
 

next.config.mjs

@@ -1,13 +1,14 @@
 import nextRoutes from "nextjs-routes/config";
+import { withSentryConfig } from "@sentry/nextjs";
 
 /**
  * Run `build` or `dev` with `SKIP_ENV_VALIDATION` to skip env validation. This is especially useful
  * for Docker builds.
  */
-await import("./src/env.mjs");
+const { env } = await import("./src/env.mjs");
 
 /** @type {import("next").NextConfig} */
-const config = {
+let config = {
   reactStrictMode: true,
 
   /**
@@ -21,6 +22,13 @@ const config = {
     defaultLocale: "en",
   },
 
+  rewrites: async () => [
+    {
+      source: "/ingest/:path*",
+      destination: "https://app.posthog.com/:path*",
+    },
+  ],
+
   webpack: (config) => {
     config.module.rules.push({
       test: /\.txt$/,
@@ -30,4 +38,24 @@ const config = {
   },
 };
 
-export default nextRoutes()(config);
+config = nextRoutes()(config);
+
+if (env.NEXT_PUBLIC_SENTRY_DSN && env.SENTRY_AUTH_TOKEN) {
+  // @ts-expect-error - `withSentryConfig` is not typed correctly
+  config = withSentryConfig(
+    config,
+    {
+      authToken: env.SENTRY_AUTH_TOKEN,
+      silent: true,
+      org: "openpipe",
+      project: "openpipe",
+    },
+    {
+      widenClientFileUpload: true,
+      tunnelRoute: "/monitoring",
+      disableLogger: true,
+    },
+  );
+}
+
+export default config;

package.json

@@ -18,14 +18,18 @@
     "start": "next start",
     "codegen": "tsx src/codegen/export-openai-types.ts",
     "seed": "tsx prisma/seed.ts",
-    "check": "concurrently 'pnpm lint' 'pnpm tsc' 'pnpm prettier . --check'"
+    "check": "concurrently 'pnpm lint' 'pnpm tsc' 'pnpm prettier . --check'",
+    "test": "pnpm vitest --no-threads"
   },
   "dependencies": {
+    "@anthropic-ai/sdk": "^0.5.8",
     "@apidevtools/json-schema-ref-parser": "^10.1.0",
     "@babel/preset-typescript": "^7.22.5",
     "@babel/standalone": "^7.22.9",
+    "@chakra-ui/anatomy": "^2.2.0",
     "@chakra-ui/next-js": "^2.1.4",
     "@chakra-ui/react": "^2.7.1",
+    "@chakra-ui/styled-system": "^2.9.1",
     "@emotion/react": "^11.11.1",
     "@emotion/server": "^11.11.0",
     "@emotion/styled": "^11.11.0",
@@ -33,6 +37,7 @@
     "@monaco-editor/loader": "^1.3.3",
     "@next-auth/prisma-adapter": "^1.0.5",
     "@prisma/client": "^4.14.0",
+    "@sentry/nextjs": "^7.61.0",
     "@t3-oss/env-nextjs": "^0.3.1",
     "@tabler/icons-react": "^2.22.0",
     "@tanstack/react-query": "^4.29.7",
@@ -40,6 +45,7 @@
     "@trpc/next": "^10.26.0",
     "@trpc/react-query": "^10.26.0",
     "@trpc/server": "^10.26.0",
+    "@vercel/og": "^0.5.9",
     "ast-types": "^0.14.2",
     "chroma-js": "^2.4.2",
     "concurrently": "^8.2.0",
@@ -61,15 +67,18 @@
     "next-auth": "^4.22.1",
     "next-query-params": "^4.2.3",
     "nextjs-routes": "^2.0.1",
-    "openai": "4.0.0-beta.2",
+    "openai": "4.0.0-beta.7",
     "pluralize": "^8.0.0",
-    "posthog-js": "^1.68.4",
+    "posthog-js": "^1.75.3",
+    "posthog-node": "^3.1.1",
     "prettier": "^3.0.0",
     "prismjs": "^1.29.0",
     "react": "18.2.0",
     "react-diff-viewer": "^3.1.1",
     "react-dom": "18.2.0",
+    "react-github-btn": "^1.4.0",
     "react-icons": "^4.10.1",
+    "react-json-tree": "^0.18.0",
     "react-select": "^5.7.4",
     "react-syntax-highlighter": "^15.5.0",
     "react-textarea-autosize": "^8.5.0",
@@ -105,6 +114,7 @@
     "@types/uuid": "^9.0.2",
     "@typescript-eslint/eslint-plugin": "^5.59.6",
     "@typescript-eslint/parser": "^5.59.6",
+    "csv-parse": "^5.4.0",
     "eslint": "^8.40.0",
     "eslint-config-next": "^13.4.2",
     "eslint-plugin-unused-imports": "^2.0.0",

prisma/datasets/validated_tweets.csv

@@ -0,0 +1,84 @@
+Text,sentiment,emotion
+@dell your customer service is horrible especially agent syedfaisal who has made this experience of purchasing a new computer downright awful and I’ll reconsider ever buying a Dell in the future @DellTech,negative,anger
+@zacokalo @Dell @DellCares @Dell give the man what he paid for!,neutral,anger
+"COOKING STREAM DAY!!! Ty to @Alienware for sponsoring this stream! I’ll be making a bunch of Japanese Alien themed foods hehe 
+
+Come check it out! https://t.co/m06tJQ06zk 
+
+#alienwarepartner #intelgaming @Dell @IntelGaming https://t.co/qOdQX2E8VD",positive,joy
+@emijuju_ @Alienware @Dell @intel Beautiful 😍❤️😻,positive,joy
+"What's your biggest data management challenge?     • Cloud complexity?   • Lengthy tech refresh cycles?   • Capital budget constraints?      Solve your challenges with as-a-Storage. Get simplicity, agility & control with @Dell #APEX. https://t.co/mCblMtH931 https://t.co/eepKNZ4Ai3",neutral,optimism
+"This week we were at the ""Top Gun"" themed @Dell Product Expo. Eddie Muñoz met Maverick look-alike, California Tom Cruise (Jerome LeBlanc)!
+
+""I feel the need, the need for speed."" - Maverick
+#topgun #topgunmaverick #dell #delltechnologies #lockncharge https://t.co/QHYH2EbMjq",positive,joy
+"Itsss been more than a week...i m following up with dell for troubleshootings...my https://t.co/lWhg2YKhQa suffering so as my hard earned money...hightly disappointed...contd..
+@DellCares @Dell",negative,sadness
+"@ashu_k7 @Dell Pathetic!!!!! I Dont mind taking legal action, this is deficency of service for which the customer is nt getting help..",negative,anger
+@ashu_k7 @Dell Making life unhappy is the new tag line of #Dell,negative,sadness
+"@Dell If you are buying a Dell, make sure you are making your life hell.
+Better buy other laptops. If you wanted to opt for Dell better opt for garbage on the streets.",negative,anger
+"MY DESK'S FINAL FORM? Seriously, I'm finally happy with my monitor setup here... and I'll keep this setup whenever I move... FOREVER. What do you think?
+https://t.co/WJZ2JXtOnX
+@Alienware @Dell cheers. https://t.co/6Whhldfpv0",positive,joy
+"@Dell Dell Alienware computer has had software problems with SupportAssist since purchase.  Dell, despite paying for Premium Support, has never fixed issues.  Latest solution was to erase everything and reload....SupportAssist still doesn't work.",negative,anger
+"HUGE congratulations to Startup Battle 3.0 winner ➡️ @Ox_Fulfillment x @cyborgcharu for being featured in @BusinessInsider & @Dell showcasing the journey at Ox! 🚀🚀🚀
+
+We love to see our portfolio companies continuing to BUILD SOMETHING FROM NOTHING! 🔥 https://t.co/awBkn5ippB",positive,joy
+@Dell happy Friday!,positive,joy
+"@intel Core i5 1135G7 - 4732 points
+@intel Core i5 1235 - 6619 points 
+@Dell Latitude 5420 x 5430.
+Cinebench R23. Good job Intel!",positive,joy
+@Dell india we purchased 52 docking station and we have around 100 users using dell laptop as well as dell monitor now they are refusing to replace my faulty product and disconnecting my every call....,negative,anger
+"It's another year ans another day But cant fill it in yet the child hood dreams.
+It's my birthdy today. Can anyone of you guys bless me with  a simplest gaming oc that can run 
+@DOTA2 ?
+@Dell @HP @VastGG @Acer @Alienware @Lenovo @toshiba @IBM @Fujitsu_Global @NEC https://t.co/69G8tL9sN8",neutral,joy
+"@idoccor @Dell That's always the decision—wait, or, look elsewhere. In this case, I think I unfortunately need to wait since there are only two monitors with these specs and I don't like the other one 😂",negative,sadness
+"@MichaelDell @Dell @DellCares For how long this will continue. It is high time you either fix the problem for good or replace the complete laptop. Spent over 60+ hours with Customer Care teams, which is not helping. Cannot keep going on like this.",negative,anger
+"@Dell @DellCares but no, not really",neutral,sadness
+"Business innovation requires insight, agility and efficiency. How do you get there? RP PRO, LLC recommends starting by proactively managing IT infrastructure with #OpenManage Systems from @Dell. https://t.co/fBcK1lfFMu https://t.co/xWHLkkHCjn",neutral,optimism
+@Dell Yessirrrrr #NationalCoffeeDay,positive,joy
+"New blog post from @Dell shared on https://t.co/EgfPChB8AT 
+
+Re-routing Our Connected and Autonomous Future https://t.co/AW8EHQrbd6
+
+#future #futuretech #techinnovation https://t.co/koX8stKPsr",neutral,joy
+"In a free-market economy, the folks @IronMountain can set prices as they see fit. Their customers are also free to find better prices at competitors like @Dell 
+@H3CGlobal @HPE
+https://t.co/reZ56DNTBI",neutral,optimism
+"Delighted to chat with many of our partners here in person at @Intel Innovation! @Dell, @Lenovo, @Supermicro_SMCI, @QuantaQCT #IntelON https://t.co/BxIeGW8deN",positive,joy
+"A special gracias to our Startup Chica San Antonio 2022 sponsors @eBay, @jcpenney, @Barbie, @HEB, @Dell, @Honda, @SouthsideSATX💜✨ https://t.co/lZ6WWkziHl",positive,joy
+"When your team decides to start supporting developers, your #ops must change too. More from @cote and @Dell Developer Community Manager @barton808: https://t.co/W6f1oMiTgV",neutral,optimism
+@EmDStowers @LASERGIANT1 @ohwormongod @Ludovician_Vega @Dell our boy snitchin,neutral,anger
+A 1st place dmi:Design Value Award goes to @Dell for a packaging modernization initiative that helped them get closer to their corporate Moonshot Sustainability Goal of 100% recycled or renewable packaging by 2030. More at https://t.co/dnhZWWLCQC #designvalue #DVA22,positive,optimism
+Reducing deployment and maintenance complexity is the goal behind @dell and @WindRiver's new collaboration. https://t.co/2PxQgPuHUU,positive,optimism
+@jaserhunter @Dell Love the sales pitch lol,positive,joy
+@Dell india we purchased 52 docking station and we have around 100 users using dell laptop as well as dell monitor now they are refusing to replace my faulty product and disconnecting my every call....,negative,anger
+@ashu_k7 @Dell One more example.. their technical support is also worse. https://t.co/20atSgI4fg,negative,anger
+*angry screeches about @Dell proprietary MBR windows 8.1 partitions not being able to save as an img in clonezilla *,negative,anger
+@socialitebooks @BBYC_Gamers @Dell @Alienware @BestBuyCanada @intelcanada Congratulations!!!,positive,joy
+"Thank you to the @dell team for coming out to volunteer today! We truly appreciate your hard work and look forward to seeing you again soon!
+
+If you and your team are interested in helping out at the UMLAUF, visit our website for more information: https://t.co/lVfsZT2ogS https://t.co/eLz0FY0y4M",positive,joy
+"@TheCaramelGamer @intel @bravadogaming @Intel_Africa @Dell @DellTech @DellTechMEA @Alienware @IntelUK we love to see it. 
+
+Also also actually actually whoever did that artwork? 🔥🔥🔥 am a fan.",positive,joy
+"LOVING MY DELL 2 IN 1 LAPTOP
+YAYY 🥳🥳
+@Dell #DellInspiron #DellLaptop https://t.co/vib96jf3tC",positive,joy
+@Azure @OracleItalia @AWS_Italy @lenovoitalia @Dell discussing the future of #HPC during the #hpcroundtable22 in Turin today #highperformancecomputing https://t.co/jJ1WqBulPF,neutral,joy
+Attracting talent @AmericanChamber. @marg_cola @Dell speaks of quality of life connectivity and the Opportunity for development being so crucial. Housing  availability is now impacting on decision making for potential candidates. #WhyCork,positive,optimism
+.@Dell partners with @WindRiver on modular cloud-native telecommunications infrastructure https://t.co/4SWATspwCP @SiliconANGLE @Mike_Wheatley @holgermu @constellationr,neutral,joy
+@Dell Not buy Dell Inspiron laptop,neutral,sadness
+"@dell #delltechforum reminding us IDC have predicted that by 2024, 50% of everything we consume in technology will be as a service https://t.co/3UBiZJX0LE",neutral,optimism
+@RachMurph @HETTShow @Dell Thank you for coming! Great evening,positive,joy
+Congratulations to Jason M of Moncton NB on winning a @Dell  @Alienware m15 R7 15.6″ gaming laptop from @BestBuyCanada and @intelcanada's gaming days #contest on the blog. Visit https://t.co/VryaY5Rvv9 to learn about tech and for chances to win new tech. https://t.co/T6n0dzF6oL,positive,joy
+@MattVisiwig @Dell Sour taste for sure 😶 But don't let ego distract you from what you really want to buy 😁,neutral,optimism
+"Massive thank you goes to sponsors @HendersonLoggie @lindsaysnews @Dell @unity, all of our fantastic judges and mentors and the team at @EGX and @ExCeLLondon. 
+
+Big congratulations also to all of our other @AbertayDare teams - an amazing year! #Dare2022 https://t.co/jYe4agO7lW",positive,joy
+"@timetcetera @rahaug Nah, I just need @Dell to start paying me comissions 😂",neutral,joy
+"""Whether you’re an engineer, a designer, or work in supply chain management or sales, there are always opportunities to think about sustainability and how you can do things more efficiently."" 👏 — Oliver Campbell, Director of Packaging Engineering, @Dell https://t.co/vUJLTWNFwP https://t.co/GJWAzGfAxJ",positive,optimism
+"Hi, my name is @listerepvp and I support @Dell, always.",positive,joy

prisma/migrations/20230725191512_migrate_model_response/migration.sql

@@ -0,0 +1,52 @@
+-- DropForeignKey
+ALTER TABLE "ModelOutput" DROP CONSTRAINT "ModelOutput_scenarioVariantCellId_fkey";
+
+-- DropForeignKey
+ALTER TABLE "OutputEvaluation" DROP CONSTRAINT "OutputEvaluation_modelOutputId_fkey";
+
+-- DropIndex
+DROP INDEX "OutputEvaluation_modelOutputId_evaluationId_key";
+
+-- AlterTable
+ALTER TABLE "OutputEvaluation" RENAME COLUMN "modelOutputId" TO "modelResponseId";
+
+-- AlterTable
+ALTER TABLE "ScenarioVariantCell" DROP COLUMN "retryTime",
+DROP COLUMN "statusCode",
+ADD COLUMN     "jobQueuedAt" TIMESTAMP(3),
+ADD COLUMN     "jobStartedAt" TIMESTAMP(3);
+
+ALTER TABLE "ModelOutput" RENAME TO "ModelResponse";
+
+ALTER TABLE "ModelResponse" 
+ADD COLUMN "requestedAt" TIMESTAMP(3),
+ADD COLUMN "receivedAt" TIMESTAMP(3),
+ADD COLUMN "statusCode" INTEGER,
+ADD COLUMN "errorMessage" TEXT,
+ADD COLUMN "retryTime" TIMESTAMP(3),
+ADD COLUMN "outdated" BOOLEAN NOT NULL DEFAULT false;
+
+-- 3. Remove the unnecessary column
+ALTER TABLE "ModelResponse"
+DROP COLUMN "timeToComplete";
+
+-- AlterTable
+ALTER TABLE "ModelResponse" RENAME CONSTRAINT "ModelOutput_pkey" TO "ModelResponse_pkey";
+ALTER TABLE "ModelResponse" ALTER COLUMN "output" DROP NOT NULL;
+
+-- DropIndex
+DROP INDEX "ModelOutput_scenarioVariantCellId_key";
+
+-- AddForeignKey
+ALTER TABLE "ModelResponse" ADD CONSTRAINT "ModelResponse_scenarioVariantCellId_fkey" FOREIGN KEY ("scenarioVariantCellId") REFERENCES "ScenarioVariantCell"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- RenameIndex
+ALTER INDEX "ModelOutput_inputHash_idx" RENAME TO "ModelResponse_inputHash_idx";
+
+-- CreateIndex
+CREATE UNIQUE INDEX "OutputEvaluation_modelResponseId_evaluationId_key" ON "OutputEvaluation"("modelResponseId", "evaluationId");
+
+-- AddForeignKey
+ALTER TABLE "OutputEvaluation" ADD CONSTRAINT "OutputEvaluation_modelResponseId_fkey" FOREIGN KEY ("modelResponseId") REFERENCES "ModelResponse"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+

prisma/migrations/20230801195916_add_world_champs/migration.sql

@@ -0,0 +1,16 @@
+-- CreateTable
+CREATE TABLE "WorldChampEntrant" (
+    "id" UUID NOT NULL,
+    "userId" UUID NOT NULL,
+    "approved" BOOLEAN NOT NULL DEFAULT false,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "WorldChampEntrant_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "WorldChampEntrant_userId_key" ON "WorldChampEntrant"("userId");
+
+-- AddForeignKey
+ALTER TABLE "WorldChampEntrant" ADD CONSTRAINT "WorldChampEntrant_userId_fkey" FOREIGN KEY ("userId") REFERENCES "User"("id") ON DELETE CASCADE ON UPDATE CASCADE;

prisma/migrations/20230801234208_add_created_at_and_updated_at_to_users_table/migration.sql

@@ -0,0 +1,3 @@
+-- AlterTable
+ALTER TABLE "User" ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP;

prisma/migrations/20230803163242_add_admin_role/migration.sql

@@ -0,0 +1,5 @@
+-- CreateEnum
+CREATE TYPE "UserRole" AS ENUM ('ADMIN', 'USER');
+
+-- AlterTable
+ALTER TABLE "User" ADD COLUMN     "role" "UserRole" NOT NULL DEFAULT 'USER';

prisma/migrations/20230804042305_add_datasets/migration.sql

@@ -0,0 +1,28 @@
+-- CreateTable
+CREATE TABLE "Dataset" (
+    "id" UUID NOT NULL,
+    "name" TEXT NOT NULL,
+    "organizationId" UUID NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "Dataset_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "DatasetEntry" (
+    "id" UUID NOT NULL,
+    "input" TEXT NOT NULL,
+    "output" TEXT,
+    "datasetId" UUID NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "DatasetEntry_pkey" PRIMARY KEY ("id")
+);
+
+-- AddForeignKey
+ALTER TABLE "Dataset" ADD CONSTRAINT "Dataset_organizationId_fkey" FOREIGN KEY ("organizationId") REFERENCES "Organization"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "DatasetEntry" ADD CONSTRAINT "DatasetEntry_datasetId_fkey" FOREIGN KEY ("datasetId") REFERENCES "Dataset"("id") ON DELETE CASCADE ON UPDATE CASCADE;

prisma/migrations/20230805054033_migrate_construct_fn_to_prompt_constructor/migration.sql

@@ -0,0 +1,13 @@
+/*
+  Warnings:
+
+  - You are about to drop the column `constructFn` on the `PromptVariant` table. All the data in the column will be lost.
+  - You are about to drop the column `constructFnVersion` on the `PromptVariant` table. All the data in the column will be lost.
+  - Added the required column `promptConstructor` to the `PromptVariant` table without a default value. This is not possible if the table is not empty.
+  - Added the required column `promptConstructorVersion` to the `PromptVariant` table without a default value. This is not possible if the table is not empty.
+
+*/
+-- AlterTable
+
+ALTER TABLE "PromptVariant" RENAME COLUMN "constructFn" TO "promptConstructor";
+ALTER TABLE "PromptVariant" RENAME COLUMN "constructFnVersion" TO "promptConstructorVersion";

prisma/schema.prisma

@@ -31,11 +31,11 @@ model Experiment {
 model PromptVariant {
     id String @id @default(uuid()) @db.Uuid
 
-    label              String
+    label                    String
-    constructFn        String
+    promptConstructor        String
-    constructFnVersion Int
+    promptConstructorVersion Int
-    model              String
+    model                    String
-    modelProvider      String
+    modelProvider            String
 
     uiId      String  @default(uuid()) @db.Uuid
     visible   Boolean @default(true)
@@ -90,12 +90,11 @@ enum CellRetrievalStatus {
 model ScenarioVariantCell {
     id String @id @default(uuid()) @db.Uuid
 
-    statusCode      Int?
-    errorMessage    String?
-    retryTime       DateTime?
     retrievalStatus CellRetrievalStatus @default(COMPLETE)
-
+    jobQueuedAt     DateTime?
-    modelOutput ModelOutput?
+    jobStartedAt    DateTime?
+    modelResponses  ModelResponse[]
+    errorMessage    String? // Contains errors that occurred independently of model responses
 
     promptVariantId String        @db.Uuid
     promptVariant   PromptVariant @relation(fields: [promptVariantId], references: [id], onDelete: Cascade)
@@ -110,24 +109,28 @@ model ScenarioVariantCell {
     @@unique([promptVariantId, testScenarioId])
 }
 
-model ModelOutput {
+model ModelResponse {
     id String @id @default(uuid()) @db.Uuid
 
     inputHash        String
-    output           Json
+    requestedAt      DateTime?
-    timeToComplete   Int    @default(0)
+    receivedAt       DateTime?
+    output           Json?
     cost             Float?
     promptTokens     Int?
     completionTokens Int?
+    statusCode       Int?
+    errorMessage     String?
+    retryTime        DateTime?
+    outdated         Boolean   @default(false)
 
     createdAt DateTime @default(now())
     updatedAt DateTime @updatedAt
 
     scenarioVariantCellId String              @db.Uuid
     scenarioVariantCell   ScenarioVariantCell @relation(fields: [scenarioVariantCellId], references: [id], onDelete: Cascade)
-    outputEvaluations      OutputEvaluation[]
+    outputEvaluations     OutputEvaluation[]
 
-    @@unique([scenarioVariantCellId])
     @@index([inputHash])
 }
 
@@ -147,8 +150,8 @@ model Evaluation {
     experimentId String     @db.Uuid
     experiment   Experiment @relation(fields: [experimentId], references: [id], onDelete: Cascade)
 
-    createdAt        DateTime           @default(now())
+    createdAt         DateTime           @default(now())
-    updatedAt        DateTime           @updatedAt
+    updatedAt         DateTime           @updatedAt
     outputEvaluations OutputEvaluation[]
 }
 
@@ -159,8 +162,8 @@ model OutputEvaluation {
     result  Float
     details String?
 
-    modelOutputId String      @db.Uuid
+    modelResponseId String        @db.Uuid
-    modelOutput   ModelOutput @relation(fields: [modelOutputId], references: [id], onDelete: Cascade)
+    modelResponse   ModelResponse @relation(fields: [modelResponseId], references: [id], onDelete: Cascade)
 
     evaluationId String     @db.Uuid
     evaluation   Evaluation @relation(fields: [evaluationId], references: [id], onDelete: Cascade)
@@ -168,7 +171,33 @@ model OutputEvaluation {
     createdAt DateTime @default(now())
     updatedAt DateTime @updatedAt
 
-    @@unique([modelOutputId, evaluationId])
+    @@unique([modelResponseId, evaluationId])
+}
+
+model Dataset {
+    id String @id @default(uuid()) @db.Uuid
+
+    name           String
+    datasetEntries DatasetEntry[]
+
+    organizationId String       @db.Uuid
+    organization   Organization @relation(fields: [organizationId], references: [id], onDelete: Cascade)
+
+    createdAt DateTime @default(now())
+    updatedAt DateTime @updatedAt
+}
+
+model DatasetEntry {
+    id String @id @default(uuid()) @db.Uuid
+
+    input  String
+    output String?
+
+    datasetId String   @db.Uuid
+    dataset   Dataset? @relation(fields: [datasetId], references: [id], onDelete: Cascade)
+
+    createdAt DateTime @default(now())
+    updatedAt DateTime @updatedAt
 }
 
 model Organization {
@@ -176,10 +205,11 @@ model Organization {
     personalOrgUserId String? @unique @db.Uuid
     PersonalOrgUser   User?   @relation(fields: [personalOrgUserId], references: [id], onDelete: Cascade)
 
-    createdAt        DateTime           @default(now())
+    createdAt         DateTime           @default(now())
-    updatedAt        DateTime           @updatedAt
+    updatedAt         DateTime           @updatedAt
     organizationUsers OrganizationUser[]
     experiments       Experiment[]
+    datasets          Dataset[]
 }
 
 enum OrganizationUserRole {
@@ -205,6 +235,20 @@ model OrganizationUser {
     @@unique([organizationId, userId])
 }
 
+model WorldChampEntrant {
+    id String @id @default(uuid()) @db.Uuid
+
+    userId String @db.Uuid
+    user   User   @relation(fields: [userId], references: [id], onDelete: Cascade)
+
+    approved Boolean @default(false)
+
+    createdAt DateTime @default(now())
+    updatedAt DateTime @updatedAt
+
+    @@unique([userId])
+}
+
 model Account {
     id                       String  @id @default(uuid()) @db.Uuid
     userId                   String  @db.Uuid
@@ -232,16 +276,28 @@ model Session {
     user         User     @relation(fields: [userId], references: [id], onDelete: Cascade)
 }
 
+enum UserRole {
+    ADMIN
+    USER
+}
+
 model User {
-    id                String             @id @default(uuid()) @db.Uuid
+    id            String    @id @default(uuid()) @db.Uuid
-    name              String?
+    name          String?
-    email             String?            @unique
+    email         String?   @unique
-    emailVerified     DateTime?
+    emailVerified DateTime?
-    image             String?
+    image         String?
+
+    role UserRole @default(USER)
+
     accounts          Account[]
     sessions          Session[]
     organizationUsers OrganizationUser[]
     organizations     Organization[]
+    worldChampEntrant WorldChampEntrant?
+
+    createdAt DateTime @default(now())
+    updatedAt DateTime @default(now()) @updatedAt
 }
 
 model VerificationToken {

prisma/seed.ts

@@ -1,6 +1,7 @@
 import { prisma } from "~/server/db";
 import dedent from "dedent";
 import { generateNewCell } from "~/server/utils/generateNewCell";
+import { promptConstructorVersion } from "~/promptConstructor/version";
 
 const defaultId = "11111111-1111-1111-1111-111111111111";
 
@@ -51,8 +52,8 @@ await prisma.promptVariant.createMany({
       sortIndex: 0,
       model: "gpt-3.5-turbo-0613",
       modelProvider: "openai/ChatCompletion",
-      constructFnVersion: 1,
+      promptConstructorVersion,
-      constructFn: dedent`
+      promptConstructor: dedent`
         definePrompt("openai/ChatCompletion", {
           model: "gpt-3.5-turbo-0613",
           messages: [
@@ -70,8 +71,8 @@ await prisma.promptVariant.createMany({
       sortIndex: 1,
       model: "gpt-3.5-turbo-0613",
       modelProvider: "openai/ChatCompletion",
-      constructFnVersion: 1,
+      promptConstructorVersion,
-      constructFn: dedent`
+      promptConstructor: dedent`
         definePrompt("openai/ChatCompletion", {
           model: "gpt-3.5-turbo-0613",
           messages: [

prisma/seedAgiEval.ts

@@ -0,0 +1,128 @@
+import { prisma } from "~/server/db";
+import { generateNewCell } from "~/server/utils/generateNewCell";
+import dedent from "dedent";
+import { execSync } from "child_process";
+import fs from "fs";
+import { promptConstructorVersion } from "~/promptConstructor/version";
+
+const defaultId = "11111111-1111-1111-1111-111111111112";
+
+await prisma.organization.deleteMany({
+  where: { id: defaultId },
+});
+
+// If there's an existing org, just seed into it
+const org =
+  (await prisma.organization.findFirst({})) ??
+  (await prisma.organization.create({
+    data: { id: defaultId },
+  }));
+
+// Clone the repo from git@github.com:microsoft/AGIEval.git into a tmp dir if it doesn't exist
+const tmpDir = "/tmp/agi-eval";
+if (!fs.existsSync(tmpDir)) {
+  execSync(`git clone git@github.com:microsoft/AGIEval.git ${tmpDir}`);
+}
+
+const datasets = [
+  "sat-en",
+  "sat-math",
+  "lsat-rc",
+  "lsat-ar",
+  "aqua-rat",
+  "logiqa-en",
+  "lsat-lr",
+  "math",
+];
+
+type Scenario = {
+  passage: string | null;
+  question: string;
+  options: string[] | null;
+  label: string;
+};
+
+for (const dataset of datasets) {
+  const experimentName = `AGI-Eval: ${dataset}`;
+  const oldExperiment = await prisma.experiment.findFirst({
+    where: {
+      label: experimentName,
+      organizationId: org.id,
+    },
+  });
+  if (oldExperiment) {
+    await prisma.experiment.deleteMany({
+      where: { id: oldExperiment.id },
+    });
+  }
+
+  const experiment = await prisma.experiment.create({
+    data: {
+      id: oldExperiment?.id ?? undefined,
+      label: experimentName,
+      organizationId: org.id,
+    },
+  });
+
+  const scenarios: Scenario[] = fs
+    .readFileSync(`${tmpDir}/data/v1/${dataset}.jsonl`, "utf8")
+    .split("\n")
+    .filter((line) => line.length > 0)
+    .map((line) => JSON.parse(line) as Scenario);
+  console.log("scenarios", scenarios.length);
+
+  await prisma.testScenario.createMany({
+    data: scenarios.slice(0, 30).map((scenario, i) => ({
+      experimentId: experiment.id,
+      sortIndex: i,
+      variableValues: {
+        passage: scenario.passage,
+        question: scenario.question,
+        options: scenario.options?.join("\n"),
+        label: scenario.label,
+      },
+    })),
+  });
+
+  await prisma.templateVariable.createMany({
+    data: ["passage", "question", "options", "label"].map((label) => ({
+      experimentId: experiment.id,
+      label,
+    })),
+  });
+
+  await prisma.promptVariant.createMany({
+    data: [
+      {
+        experimentId: experiment.id,
+        label: "Prompt Variant 1",
+        sortIndex: 0,
+        model: "gpt-3.5-turbo-0613",
+        modelProvider: "openai/ChatCompletion",
+        promptConstructorVersion,
+        promptConstructor: dedent`
+          definePrompt("openai/ChatCompletion", {
+            model: "gpt-3.5-turbo-0613",
+            messages: [
+              {
+                role: "user",
+                content: \`Passage: ${"$"}{scenario.passage}\n\nQuestion: ${"$"}{scenario.question}\n\nOptions: ${"$"}{scenario.options}\n\n Respond with just the letter of the best option in the format Answer: (A).\`
+              }
+            ],
+            temperature: 0,
+          })`,
+      },
+    ],
+  });
+
+  await prisma.evaluation.createMany({
+    data: [
+      {
+        experimentId: experiment.id,
+        label: "Eval",
+        evalType: "CONTAINS",
+        value: "Answer: ({{label}})",
+      },
+    ],
+  });
+}

prisma/seedTwitterSentiment.ts

@@ -0,0 +1,114 @@
+import { prisma } from "~/server/db";
+import dedent from "dedent";
+import fs from "fs";
+import { parse } from "csv-parse/sync";
+import { promptConstructorVersion } from "~/promptConstructor/version";
+
+const defaultId = "11111111-1111-1111-1111-111111111112";
+
+await prisma.organization.deleteMany({
+  where: { id: defaultId },
+});
+
+// If there's an existing org, just seed into it
+const org =
+  (await prisma.organization.findFirst({})) ??
+  (await prisma.organization.create({
+    data: { id: defaultId },
+  }));
+
+type Scenario = {
+  text: string;
+  sentiment: string;
+  emotion: string;
+};
+
+const experimentName = `Twitter Sentiment Analysis`;
+const oldExperiment = await prisma.experiment.findFirst({
+  where: {
+    label: experimentName,
+    organizationId: org.id,
+  },
+});
+if (oldExperiment) {
+  await prisma.experiment.deleteMany({
+    where: { id: oldExperiment.id },
+  });
+}
+
+const experiment = await prisma.experiment.create({
+  data: {
+    id: oldExperiment?.id ?? undefined,
+    label: experimentName,
+    organizationId: org.id,
+  },
+});
+
+const content = fs.readFileSync("./prisma/datasets/validated_tweets.csv", "utf8");
+
+// eslint-disable-next-line @typescript-eslint/no-explicit-any
+const records: any[] = parse(content, { delimiter: ",", from_line: 2 });
+
+console.log("records", records);
+
+const scenarios: Scenario[] = records.map((row) => ({
+  text: row[0],
+  sentiment: row[1],
+  emotion: row[2],
+}));
+
+console.log("scenarios", scenarios.length);
+
+await prisma.testScenario.createMany({
+  data: scenarios.slice(0, 30).map((scenario, i) => ({
+    experimentId: experiment.id,
+    sortIndex: i,
+    variableValues: {
+      text: scenario.text,
+      sentiment: scenario.sentiment,
+      emotion: scenario.emotion,
+    },
+  })),
+});
+
+await prisma.templateVariable.createMany({
+  data: ["text", "sentiment", "emotion"].map((label) => ({
+    experimentId: experiment.id,
+    label,
+  })),
+});
+
+await prisma.promptVariant.createMany({
+  data: [
+    {
+      experimentId: experiment.id,
+      label: "Prompt Variant 1",
+      sortIndex: 0,
+      model: "gpt-3.5-turbo-0613",
+      modelProvider: "openai/ChatCompletion",
+      promptConstructorVersion,
+      promptConstructor: dedent`
+          definePrompt("openai/ChatCompletion", {
+            model: "gpt-3.5-turbo-0613",
+            messages: [
+              {
+                role: "user",
+                content: \`Text: ${"$"}{scenario.text}\n\nRespond with the sentiment (negative|neutral|positive) and emotion (optimism|joy|anger|sadness) of the tweet in this format: "answer: <sentiment>-<emotion>".\`
+              }
+            ],
+            temperature: 0,
+          })`,
+    },
+  ],
+});
+
+await prisma.evaluation.createMany({
+  data: [
+    {
+      experimentId: experiment.id,
+      label: "Eval",
+      evalType: "CONTAINS",
+      value: "answer: {{sentiment}}-{{emotion}}",
+    },
+  ],
+});

run-prod.sh

@@ -5,6 +5,9 @@ set -e
 echo "Migrating the database"
 pnpm prisma migrate deploy
 
+echo "Migrating promptConstructors"
+pnpm tsx src/promptConstructor/migrate.ts
+
 echo "Starting the server"
 
 pnpm concurrently --kill-others \

sentry.client.config.ts

@@ -0,0 +1,33 @@
+// This file configures the initialization of Sentry on the client.
+// The config you add here will be used whenever a users loads a page in their browser.
+// https://docs.sentry.io/platforms/javascript/guides/nextjs/
+
+import * as Sentry from "@sentry/nextjs";
+import { env } from "~/env.mjs";
+
+if (env.NEXT_PUBLIC_SENTRY_DSN) {
+  Sentry.init({
+    dsn: env.NEXT_PUBLIC_SENTRY_DSN,
+
+    // Adjust this value in production, or use tracesSampler for greater control
+    tracesSampleRate: 1,
+
+    // Setting this option to true will print useful information to the console while you're setting up Sentry.
+    debug: false,
+
+    replaysOnErrorSampleRate: 1.0,
+
+    // This sets the sample rate to be 10%. You may want this to be 100% while
+    // in development and sample at a lower rate in production
+    replaysSessionSampleRate: 0.1,
+
+    // You can remove this option if you're not planning to use the Sentry Session Replay feature:
+    integrations: [
+      new Sentry.Replay({
+        // Additional Replay configuration goes in here, for example:
+        maskAllText: true,
+        blockAllMedia: true,
+      }),
+    ],
+  });
+}

sentry.edge.config.ts

@@ -0,0 +1,19 @@
+// This file configures the initialization of Sentry for edge features (middleware, edge routes, and so on).
+// The config you add here will be used whenever one of the edge features is loaded.
+// Note that this config is unrelated to the Vercel Edge Runtime and is also required when running locally.
+// https://docs.sentry.io/platforms/javascript/guides/nextjs/
+
+import * as Sentry from "@sentry/nextjs";
+import { env } from "~/env.mjs";
+
+if (env.NEXT_PUBLIC_SENTRY_DSN) {
+  Sentry.init({
+    dsn: env.NEXT_PUBLIC_SENTRY_DSN,
+
+    // Adjust this value in production, or use tracesSampler for greater control
+    tracesSampleRate: 1,
+
+    // Setting this option to true will print useful information to the console while you're setting up Sentry.
+    debug: false,
+  });
+}

sentry.server.config.ts

@@ -0,0 +1,18 @@
+// This file configures the initialization of Sentry on the server.
+// The config you add here will be used whenever the server handles a request.
+// https://docs.sentry.io/platforms/javascript/guides/nextjs/
+
+import * as Sentry from "@sentry/nextjs";
+import { env } from "~/env.mjs";
+
+if (env.NEXT_PUBLIC_SENTRY_DSN) {
+  Sentry.init({
+    dsn: env.NEXT_PUBLIC_SENTRY_DSN,
+
+    // Adjust this value in production, or use tracesSampler for greater control
+    tracesSampleRate: 1,
+
+    // Setting this option to true will print useful information to the console while you're setting up Sentry.
+    debug: false,
+  });
+}

src/components/ChangeModelModal/ChangeModelModal.tsx

@@ -68,7 +68,7 @@ export const ChangeModelModal = ({
       return;
     await replaceVariantMutation.mutateAsync({
       id: variant.id,
-      constructFn: modifiedPromptFn,
+      promptConstructor: modifiedPromptFn,
       streamScenarios: visibleScenarios,
     });
     await utils.promptVariants.list.invalidate();
@@ -107,7 +107,7 @@ export const ChangeModelModal = ({
             <ModelSearch selectedModel={selectedModel} setSelectedModel={setSelectedModel} />
             {isString(modifiedPromptFn) && (
               <CompareFunctions
-                originalFunction={variant.constructFn}
+                originalFunction={variant.promptConstructor}
                 newFunction={modifiedPromptFn}
                 leftTitle={originalLabel}
                 rightTitle={convertedLabel}

src/components/ChangeModelModal/ModelSearch.tsx

@@ -22,8 +22,8 @@ export const ModelSearch = (props: {
   const [containerRef, containerDimensions] = useElementDimensions();
 
   return (
-    <VStack ref={containerRef as LegacyRef<HTMLDivElement>} w="full">
+    <VStack ref={containerRef as LegacyRef<HTMLDivElement>} w="full" fontFamily="inconsolata">
-      <Text>Browse Models</Text>
+      <Text fontWeight="bold">Browse Models</Text>
       <Select<ProviderModel>
         styles={{ control: (provided) => ({ ...provided, width: containerDimensions?.width }) }}
         getOptionLabel={(data) => modelLabel(data.provider, data.model)}

src/components/ChangeModelModal/ModelStatsCard.tsx

@@ -23,16 +23,24 @@ export const ModelStatsCard = ({
         {label}
       </Text>
 
-      <VStack w="full" spacing={6} bgColor="gray.100" p={4} borderRadius={4}>
+      <VStack
+        w="full"
+        spacing={6}
+        borderWidth={1}
+        borderColor="gray.300"
+        p={4}
+        borderRadius={8}
+        fontFamily="inconsolata"
+      >
         <HStack w="full" align="flex-start">
-          <Text flex={1} fontSize="lg">
+          <VStack flex={1} fontSize="lg" alignItems="flex-start">
-            <Text as="span" color="gray.600">
-              {model.provider} /{" "}
-            </Text>
             <Text as="span" fontWeight="bold" color="gray.900">
               {model.name}
             </Text>
-          </Text>
+            <Text as="span" color="gray.600" fontSize="sm">
+              Provider: {model.provider}
+            </Text>
+          </VStack>
           <Link
             href={model.learnMoreUrl}
             isExternal

src/components/CustomInstructionsInput.tsx

@@ -1,18 +1,29 @@
-import { Button, Spinner, InputGroup, InputRightElement, Icon, HStack } from "@chakra-ui/react";
+import {
+  Button,
+  Spinner,
+  InputGroup,
+  InputRightElement,
+  Icon,
+  HStack,
+  type InputGroupProps,
+} from "@chakra-ui/react";
 import { IoMdSend } from "react-icons/io";
-import AutoResizeTextArea from "../AutoResizeTextArea";
+import AutoResizeTextArea from "./AutoResizeTextArea";
 
 export const CustomInstructionsInput = ({
   instructions,
   setInstructions,
   loading,
   onSubmit,
+  placeholder = "Send custom instructions",
+  ...props
 }: {
   instructions: string;
   setInstructions: (instructions: string) => void;
   loading: boolean;
   onSubmit: () => void;
-}) => {
+  placeholder?: string;
+} & InputGroupProps) => {
   return (
     <InputGroup
       size="md"
@@ -22,6 +33,7 @@ export const CustomInstructionsInput = ({
       borderRadius={8}
       alignItems="center"
       colorScheme="orange"
+      {...props}
     >
       <AutoResizeTextArea
         value={instructions}
@@ -33,7 +45,7 @@ export const CustomInstructionsInput = ({
             onSubmit();
           }
         }}
-        placeholder="Send custom instructions"
+        placeholder={placeholder}
         py={4}
         pl={4}
         pr={12}

src/components/ExperimentSettingsDrawer/DeleteButton.tsx

@@ -36,17 +36,9 @@ export const DeleteButton = () => {
 
   return (
     <>
-      <Button
+      <Button size="sm" variant="ghost" colorScheme="red" fontWeight="normal" onClick={onOpen}>
-        size="sm"
-        variant={{ base: "outline", lg: "ghost" }}
-        colorScheme="red"
-        fontWeight="normal"
-        onClick={onOpen}
-      >
         <Icon as={BsTrash} boxSize={4} />
-        <Text display={{ base: "none", lg: "block" }} ml={2}>
+        <Text ml={2}>Delete Experiment</Text>
-          Delete Experiment
-        </Text>
       </Button>
 
       <AlertDialog isOpen={isOpen} leastDestructiveRef={cancelRef} onClose={onClose}>

src/components/OutputsTable/FloatingLabelInput.tsx

@@ -37,7 +37,6 @@ export const FloatingLabelInput = ({
         borderColor={isFocused ? "blue.500" : "gray.400"}
         autoComplete="off"
         value={value}
-        maxHeight={32}
         overflowY="auto"
         overflowX="hidden"
         {...props}

src/components/OutputsTable/OutputCell/CellOptions.tsx

@@ -1,37 +0,0 @@
-import { Button, HStack, Icon, Tooltip } from "@chakra-ui/react";
-import { BsArrowClockwise } from "react-icons/bs";
-import { useExperimentAccess } from "~/utils/hooks";
-
-export const CellOptions = ({
-  refetchingOutput,
-  refetchOutput,
-}: {
-  refetchingOutput: boolean;
-  refetchOutput: () => void;
-}) => {
-  const { canModify } = useExperimentAccess();
-  return (
-    <HStack justifyContent="flex-end" w="full">
-      {!refetchingOutput && canModify && (
-        <Tooltip label="Refetch output" aria-label="refetch output">
-          <Button
-            size="xs"
-            w={4}
-            h={4}
-            py={4}
-            px={4}
-            minW={0}
-            borderRadius={8}
-            color="gray.500"
-            variant="ghost"
-            cursor="pointer"
-            onClick={refetchOutput}
-            aria-label="refetch output"
-          >
-            <Icon as={BsArrowClockwise} boxSize={4} />
-          </Button>
-        </Tooltip>
-      )}
-    </HStack>
-  );
-};

src/components/OutputsTable/OutputCell/OutputCell.tsx

@@ -1,16 +1,19 @@
 import { api } from "~/utils/api";
 import { type PromptVariant, type Scenario } from "../types";
-import { Spinner, Text, Center, VStack } from "@chakra-ui/react";
+import { type StackProps, Text, VStack } from "@chakra-ui/react";
 import { useExperiment, useHandledAsyncCallback } from "~/utils/hooks";
 import SyntaxHighlighter from "react-syntax-highlighter";
 import { docco } from "react-syntax-highlighter/dist/cjs/styles/hljs";
 import stringify from "json-stringify-pretty-compact";
-import { type ReactElement, useState, useEffect } from "react";
+import { type ReactElement, useState, useEffect, Fragment, useCallback } from "react";
 import useSocket from "~/utils/useSocket";
 import { OutputStats } from "./OutputStats";
-import { ErrorHandler } from "./ErrorHandler";
+import { RetryCountdown } from "./RetryCountdown";
-import { CellOptions } from "./CellOptions";
 import frontendModelProviders from "~/modelProviders/frontendModelProviders";
+import { ResponseLog } from "./ResponseLog";
+import { CellOptions } from "./TopActions";
+
+const WAITING_MESSAGE_INTERVAL = 20000;
 
 export default function OutputCell({
   scenario,
@@ -60,88 +63,135 @@ export default function OutputCell({
 
   const awaitingOutput =
     !cell ||
+    !cell.evalsComplete ||
     cell.retrievalStatus === "PENDING" ||
     cell.retrievalStatus === "IN_PROGRESS" ||
     hardRefetching;
   useEffect(() => setRefetchInterval(awaitingOutput ? 1000 : 0), [awaitingOutput]);
 
-  const modelOutput = cell?.modelOutput;
-
   // TODO: disconnect from socket if we're not streaming anymore
   const streamedMessage = useSocket<OutputSchema>(cell?.id);
 
+  const mostRecentResponse = cell?.modelResponses[cell.modelResponses.length - 1];
+
+  const CellWrapper = useCallback(
+    ({ children, ...props }: StackProps) => (
+      <VStack w="full" alignItems="flex-start" {...props} px={2} py={2} h="100%">
+        {cell && (
+          <CellOptions refetchingOutput={hardRefetching} refetchOutput={hardRefetch} cell={cell} />
+        )}
+        <VStack w="full" alignItems="flex-start" maxH={500} overflowY="auto" flex={1}>
+          {children}
+        </VStack>
+        {mostRecentResponse && (
+          <OutputStats modelResponse={mostRecentResponse} scenario={scenario} />
+        )}
+      </VStack>
+    ),
+    [hardRefetching, hardRefetch, mostRecentResponse, scenario, cell],
+  );
+
   if (!vars) return null;
 
-  if (disabledReason) return <Text color="gray.500">{disabledReason}</Text>;
-
-  if (awaitingOutput && !streamedMessage)
-    return (
-      <Center h="100%" w="100%">
-        <Spinner />
-      </Center>
-    );
-
   if (!cell && !fetchingOutput)
     return (
-      <VStack>
+      <CellWrapper>
-        <CellOptions refetchingOutput={hardRefetching} refetchOutput={hardRefetch} />
         <Text color="gray.500">Error retrieving output</Text>
-      </VStack>
+      </CellWrapper>
     );
 
   if (cell && cell.errorMessage) {
     return (
-      <VStack>
+      <CellWrapper>
-        <CellOptions refetchingOutput={hardRefetching} refetchOutput={hardRefetch} />
+        <Text color="red.500">{cell.errorMessage}</Text>
-        <ErrorHandler cell={cell} refetchOutput={hardRefetch} />
+      </CellWrapper>
-      </VStack>
     );
   }
 
-  const normalizedOutput = modelOutput
+  if (disabledReason) return <Text color="gray.500">{disabledReason}</Text>;
-    ? provider.normalizeOutput(modelOutput.output)
+
+  const showLogs = !streamedMessage && !mostRecentResponse?.output;
+
+  if (showLogs)
+    return (
+      <CellWrapper alignItems="flex-start" fontFamily="inconsolata, monospace" spacing={0}>
+        {cell?.jobQueuedAt && <ResponseLog time={cell.jobQueuedAt} title="Job queued" />}
+        {cell?.jobStartedAt && <ResponseLog time={cell.jobStartedAt} title="Job started" />}
+        {cell?.modelResponses?.map((response) => {
+          let numWaitingMessages = 0;
+          const relativeWaitingTime = response.receivedAt
+            ? response.receivedAt.getTime()
+            : Date.now();
+          if (response.requestedAt) {
+            numWaitingMessages = Math.floor(
+              (relativeWaitingTime - response.requestedAt.getTime()) / WAITING_MESSAGE_INTERVAL,
+            );
+          }
+          return (
+            <Fragment key={response.id}>
+              {response.requestedAt && (
+                <ResponseLog time={response.requestedAt} title="Request sent to API" />
+              )}
+              {response.requestedAt &&
+                Array.from({ length: numWaitingMessages }, (_, i) => (
+                  <ResponseLog
+                    key={`waiting-${i}`}
+                    time={
+                      new Date(
+                        (response.requestedAt?.getTime?.() ?? 0) +
+                          (i + 1) * WAITING_MESSAGE_INTERVAL,
+                      )
+                    }
+                    title="Waiting for response..."
+                  />
+                ))}
+              {response.receivedAt && (
+                <ResponseLog
+                  time={response.receivedAt}
+                  title="Response received from API"
+                  message={`statusCode: ${response.statusCode ?? ""}\n ${
+                    response.errorMessage ?? ""
+                  }`}
+                />
+              )}
+            </Fragment>
+          );
+        }) ?? null}
+        {mostRecentResponse?.retryTime && (
+          <RetryCountdown retryTime={mostRecentResponse.retryTime} />
+        )}
+      </CellWrapper>
+    );
+
+  const normalizedOutput = mostRecentResponse?.output
+    ? provider.normalizeOutput(mostRecentResponse?.output)
     : streamedMessage
     ? provider.normalizeOutput(streamedMessage)
     : null;
 
-  if (modelOutput && normalizedOutput?.type === "json") {
+  if (mostRecentResponse?.output && normalizedOutput?.type === "json") {
     return (
-      <VStack
+      <CellWrapper>
-        w="100%"
+        <SyntaxHighlighter
-        h="100%"
+          customStyle={{ overflowX: "unset", width: "100%", flex: 1 }}
-        fontSize="xs"
+          language="json"
-        flexWrap="wrap"
+          style={docco}
-        overflowX="hidden"
+          lineProps={{
-        justifyContent="space-between"
+            style: { wordBreak: "break-all", whiteSpace: "pre-wrap" },
-      >
+          }}
-        <VStack w="full" flex={1} spacing={0}>
+          wrapLines
-          <CellOptions refetchingOutput={hardRefetching} refetchOutput={hardRefetch} />
+        >
-          <SyntaxHighlighter
+          {stringify(normalizedOutput.value, { maxLength: 40 })}
-            customStyle={{ overflowX: "unset", width: "100%", flex: 1 }}
+        </SyntaxHighlighter>
-            language="json"
+      </CellWrapper>
-            style={docco}
-            lineProps={{
-              style: { wordBreak: "break-all", whiteSpace: "pre-wrap" },
-            }}
-            wrapLines
-          >
-            {stringify(normalizedOutput.value, { maxLength: 40 })}
-          </SyntaxHighlighter>
-        </VStack>
-        <OutputStats modelOutput={modelOutput} scenario={scenario} />
-      </VStack>
     );
   }
 
   const contentToDisplay = (normalizedOutput?.type === "text" && normalizedOutput.value) || "";
 
   return (
-    <VStack w="100%" h="100%" justifyContent="space-between" whiteSpace="pre-wrap">
+    <CellWrapper>
-      <VStack w="full" alignItems="flex-start" spacing={0}>
+      <Text>{contentToDisplay}</Text>
-        <CellOptions refetchingOutput={hardRefetching} refetchOutput={hardRefetch} />
+    </CellWrapper>
-        <Text>{contentToDisplay}</Text>
-      </VStack>
-      {modelOutput && <OutputStats modelOutput={modelOutput} scenario={scenario} />}
-    </VStack>
   );
 }

src/components/OutputsTable/OutputCell/OutputStats.tsx

@@ -7,28 +7,39 @@ import { CostTooltip } from "~/components/tooltip/CostTooltip";
 const SHOW_TIME = true;
 
 export const OutputStats = ({
-  modelOutput,
+  modelResponse,
 }: {
-  modelOutput: NonNullable<
+  modelResponse: NonNullable<
-    NonNullable<RouterOutputs["scenarioVariantCells"]["get"]>["modelOutput"]
+    NonNullable<RouterOutputs["scenarioVariantCells"]["get"]>["modelResponses"][0]
   >;
   scenario: Scenario;
 }) => {
-  const timeToComplete = modelOutput.timeToComplete;
+  const timeToComplete =
+    modelResponse.receivedAt && modelResponse.requestedAt
+      ? modelResponse.receivedAt.getTime() - modelResponse.requestedAt.getTime()
+      : 0;
 
-  const promptTokens = modelOutput.promptTokens;
+  const promptTokens = modelResponse.promptTokens;
-  const completionTokens = modelOutput.completionTokens;
+  const completionTokens = modelResponse.completionTokens;
 
   return (
-    <HStack w="full" align="center" color="gray.500" fontSize="2xs" mt={{ base: 0, md: 1 }}>
+    <HStack
-      <HStack flex={1}>
+      w="full"
-        {modelOutput.outputEvaluations.map((evaluation) => {
+      align="center"
+      color="gray.500"
+      fontSize="2xs"
+      mt={{ base: 0, md: 1 }}
+      alignItems="flex-end"
+    >
+      <HStack flex={1} flexWrap="wrap">
+        {modelResponse.outputEvaluations.map((evaluation) => {
           const passed = evaluation.result > 0.5;
           return (
             <Tooltip
               isDisabled={!evaluation.details}
               label={evaluation.details}
               key={evaluation.id}
+              shouldWrapChildren
             >
               <HStack spacing={0}>
                 <Text>{evaluation.evaluation.label}</Text>
@@ -42,15 +53,15 @@ export const OutputStats = ({
           );
         })}
       </HStack>
-      {modelOutput.cost && (
+      {modelResponse.cost && (
         <CostTooltip
           promptTokens={promptTokens}
           completionTokens={completionTokens}
-          cost={modelOutput.cost}
+          cost={modelResponse.cost}
         >
           <HStack spacing={0}>
             <Icon as={BsCurrencyDollar} />
-            <Text mr={1}>{modelOutput.cost.toFixed(3)}</Text>
+            <Text mr={1}>{modelResponse.cost.toFixed(3)}</Text>
           </HStack>
         </CostTooltip>
       )}

src/components/OutputsTable/OutputCell/PromptModal.tsx

@@ -0,0 +1,36 @@
+import {
+  Modal,
+  ModalBody,
+  ModalCloseButton,
+  ModalContent,
+  ModalHeader,
+  ModalOverlay,
+  type UseDisclosureReturn,
+} from "@chakra-ui/react";
+import { type RouterOutputs } from "~/utils/api";
+import { JSONTree } from "react-json-tree";
+
+export default function ExpandedModal(props: {
+  cell: NonNullable<RouterOutputs["scenarioVariantCells"]["get"]>;
+  disclosure: UseDisclosureReturn;
+}) {
+  return (
+    <Modal isOpen={props.disclosure.isOpen} onClose={props.disclosure.onClose} size="2xl">
+      <ModalOverlay />
+      <ModalContent>
+        <ModalHeader>Prompt</ModalHeader>
+        <ModalCloseButton />
+        <ModalBody>
+          <JSONTree
+            data={props.cell.prompt}
+            invertTheme={true}
+            theme="chalk"
+            shouldExpandNodeInitially={() => true}
+            getItemString={() => ""}
+            hideRoot
+          />
+        </ModalBody>
+      </ModalContent>
+    </Modal>
+  );
+}

src/components/OutputsTable/OutputCell/ResponseLog.tsx

@@ -0,0 +1,22 @@
+import { HStack, VStack, Text } from "@chakra-ui/react";
+import dayjs from "dayjs";
+
+export const ResponseLog = ({
+  time,
+  title,
+  message,
+}: {
+  time: Date;
+  title: string;
+  message?: string;
+}) => {
+  return (
+    <VStack spacing={0} alignItems="flex-start">
+      <HStack>
+        <Text>{dayjs(time).format("HH:mm:ss")}</Text>
+        <Text>{title}</Text>
+      </HStack>
+      {message && <Text pl={4}>{message}</Text>}
+    </VStack>
+  );
+};

src/components/OutputsTable/OutputCell/RetryCountdown.tsx

@@ -1,21 +1,12 @@
-import { type ScenarioVariantCell } from "@prisma/client";
+import { Text } from "@chakra-ui/react";
-import { VStack, Text } from "@chakra-ui/react";
 import { useEffect, useState } from "react";
 import pluralize from "pluralize";
 
-export const ErrorHandler = ({
+export const RetryCountdown = ({ retryTime }: { retryTime: Date }) => {
-  cell,
-  refetchOutput,
-}: {
-  cell: ScenarioVariantCell;
-  refetchOutput: () => void;
-}) => {
   const [msToWait, setMsToWait] = useState(0);
 
   useEffect(() => {
-    if (!cell.retryTime) return;
+    const initialWaitTime = retryTime.getTime() - Date.now();
-
-    const initialWaitTime = cell.retryTime.getTime() - Date.now();
     const msModuloOneSecond = initialWaitTime % 1000;
     let remainingTime = initialWaitTime - msModuloOneSecond;
     setMsToWait(remainingTime);
@@ -36,18 +27,13 @@ export const ErrorHandler = ({
       clearInterval(interval);
       clearTimeout(timeout);
     };
-  }, [cell.retryTime, cell.statusCode, setMsToWait, refetchOutput]);
+  }, [retryTime]);
+
+  if (msToWait <= 0) return null;
 
   return (
-    <VStack w="full">
+    <Text color="red.600" fontSize="sm">
-      <Text color="red.600" wordBreak="break-word">
+      Retrying in {pluralize("second", Math.ceil(msToWait / 1000), true)}...
-        {cell.errorMessage}
+    </Text>
-      </Text>
-      {msToWait > 0 && (
-        <Text color="red.600" fontSize="sm">
-          Retrying in {pluralize("second", Math.ceil(msToWait / 1000), true)}...
-        </Text>
-      )}
-    </VStack>
   );
 };

src/components/OutputsTable/OutputCell/TopActions.tsx

@@ -0,0 +1,53 @@
+import { HStack, Icon, IconButton, Spinner, Tooltip, useDisclosure } from "@chakra-ui/react";
+import { BsArrowClockwise, BsInfoCircle } from "react-icons/bs";
+import { useExperimentAccess } from "~/utils/hooks";
+import ExpandedModal from "./PromptModal";
+import { type RouterOutputs } from "~/utils/api";
+
+export const CellOptions = ({
+  cell,
+  refetchingOutput,
+  refetchOutput,
+}: {
+  cell: RouterOutputs["scenarioVariantCells"]["get"];
+  refetchingOutput: boolean;
+  refetchOutput: () => void;
+}) => {
+  const { canModify } = useExperimentAccess();
+
+  const modalDisclosure = useDisclosure();
+
+  return (
+    <HStack justifyContent="flex-end" w="full">
+      {cell && (
+        <>
+          <Tooltip label="See Prompt">
+            <IconButton
+              aria-label="See Prompt"
+              icon={<Icon as={BsInfoCircle} boxSize={4} />}
+              onClick={modalDisclosure.onOpen}
+              size="xs"
+              colorScheme="gray"
+              color="gray.500"
+              variant="ghost"
+            />
+          </Tooltip>
+          <ExpandedModal cell={cell} disclosure={modalDisclosure} />
+        </>
+      )}
+      {canModify && (
+        <Tooltip label="Refetch output">
+          <IconButton
+            size="xs"
+            color="gray.500"
+            variant="ghost"
+            cursor="pointer"
+            onClick={refetchOutput}
+            aria-label="refetch output"
+            icon={<Icon as={refetchingOutput ? Spinner : BsArrowClockwise} boxSize={4} />}
+          />
+        </Tooltip>
+      )}
+    </HStack>
+  );
+};

src/components/OutputsTable/ScenarioEditor.tsx

@@ -1,15 +1,24 @@
-import { type DragEvent } from "react";
-import { api } from "~/utils/api";
 import { isEqual } from "lodash-es";
-import { type Scenario } from "./types";
+import { useEffect, useState, type DragEvent } from "react";
+import { api } from "~/utils/api";
 import { useExperiment, useExperimentAccess, useHandledAsyncCallback } from "~/utils/hooks";
-import { useState } from "react";
+import { type Scenario } from "./types";
 
-import { Box, Button, Flex, HStack, Icon, Spinner, Stack, Tooltip, VStack } from "@chakra-ui/react";
+import {
+  Box,
+  Button,
+  HStack,
+  Icon,
+  IconButton,
+  Spinner,
+  Text,
+  Tooltip,
+  VStack,
+} from "@chakra-ui/react";
+import { BsArrowsAngleExpand, BsX } from "react-icons/bs";
 import { cellPadding } from "../constants";
-import { BsX } from "react-icons/bs";
-import { RiDraggable } from "react-icons/ri";
 import { FloatingLabelInput } from "./FloatingLabelInput";
+import { ScenarioEditorModal } from "./ScenarioEditorModal";
 
 export default function ScenarioEditor({
   scenario,
@@ -28,6 +37,10 @@ export default function ScenarioEditor({
 
   const [values, setValues] = useState<Record<string, string>>(savedValues);
 
+  useEffect(() => {
+    if (savedValues) setValues(savedValues);
+  }, [savedValues]);
+
   const experiment = useExperiment();
   const vars = api.templateVars.list.useQuery({ experimentId: experiment.data?.id ?? "" });
 
@@ -71,83 +84,82 @@ export default function ScenarioEditor({
     [reorderMutation, scenario.id],
   );
 
-  return (
+  const [scenarioEditorModalOpen, setScenarioEditorModalOpen] = useState(false);
-    <HStack
-      alignItems="flex-start"
-      px={cellPadding.x}
-      py={cellPadding.y}
-      spacing={0}
-      height="100%"
-      draggable={!variableInputHovered}
-      onDragStart={(e) => {
-        e.dataTransfer.setData("text/plain", scenario.id);
-        e.currentTarget.style.opacity = "0.4";
-      }}
-      onDragEnd={(e) => {
-        e.currentTarget.style.opacity = "1";
-      }}
-      onDragOver={(e) => {
-        e.preventDefault();
-        setIsDragTarget(true);
-      }}
-      onDragLeave={() => {
-        setIsDragTarget(false);
-      }}
-      onDrop={onReorder}
-      backgroundColor={isDragTarget ? "gray.100" : "transparent"}
-    >
-      {canModify && props.canHide && (
-        <Stack
-          alignSelf="flex-start"
-          opacity={props.hovered ? 1 : 0}
-          spacing={0}
-          ml={-cellPadding.x}
-        >
-          <Tooltip label="Hide scenario" hasArrow>
-            {/* for some reason the tooltip can't position itself properly relative to the icon without the wrapping box */}
-            <Button
-              variant="unstyled"
-              color="gray.400"
-              height="unset"
-              width="unset"
-              minW="unset"
-              onClick={onHide}
-              _hover={{
-                color: "gray.800",
-                cursor: "pointer",
-              }}
-            >
-              <Icon as={hidingInProgress ? Spinner : BsX} boxSize={hidingInProgress ? 4 : 6} />
-            </Button>
-          </Tooltip>
-          <Icon
-            as={RiDraggable}
-            boxSize={6}
-            color="gray.400"
-            _hover={{ color: "gray.800", cursor: "pointer" }}
-          />
-        </Stack>
-      )}
 
-      {variableLabels.length === 0 ? (
+  return (
-        <Box color="gray.500">{vars.data ? "No scenario variables configured" : "Loading..."}</Box>
+    <>
-      ) : (
+      <HStack
-        <VStack spacing={4} flex={1} py={2}>
+        alignItems="flex-start"
-          {variableLabels.map((key) => {
+        px={cellPadding.x}
-            const value = values[key] ?? "";
+        py={cellPadding.y}
-            const layoutDirection = value.length > 20 ? "column" : "row";
+        spacing={0}
-            return (
+        height="100%"
-              <Flex
+        draggable={!variableInputHovered}
-                key={key}
+        onDragStart={(e) => {
-                direction={layoutDirection}
+          e.dataTransfer.setData("text/plain", scenario.id);
-                alignItems={layoutDirection === "column" ? "flex-start" : "center"}
+          e.currentTarget.style.opacity = "0.4";
-                flexWrap="wrap"
+        }}
-                width="full"
+        onDragEnd={(e) => {
-              >
+          e.currentTarget.style.opacity = "1";
+        }}
+        onDragOver={(e) => {
+          e.preventDefault();
+          setIsDragTarget(true);
+        }}
+        onDragLeave={() => {
+          setIsDragTarget(false);
+        }}
+        onDrop={onReorder}
+        backgroundColor={isDragTarget ? "gray.100" : "transparent"}
+      >
+        {variableLabels.length === 0 ? (
+          <Box color="gray.500">
+            {vars.data ? "No scenario variables configured" : "Loading..."}
+          </Box>
+        ) : (
+          <VStack spacing={4} flex={1} py={2}>
+            <HStack justifyContent="space-between" w="100%" align="center" spacing={0}>
+              <Text flex={1}>Scenario</Text>
+              <Tooltip label="Expand" hasArrow>
+                <IconButton
+                  aria-label="Expand"
+                  icon={<Icon as={BsArrowsAngleExpand} boxSize={3} />}
+                  onClick={() => setScenarioEditorModalOpen(true)}
+                  size="xs"
+                  colorScheme="gray"
+                  color="gray.500"
+                  variant="ghost"
+                />
+              </Tooltip>
+              {canModify && props.canHide && (
+                <Tooltip label="Delete" hasArrow>
+                  <IconButton
+                    aria-label="Delete"
+                    icon={
+                      <Icon
+                        as={hidingInProgress ? Spinner : BsX}
+                        boxSize={hidingInProgress ? 4 : 6}
+                      />
+                    }
+                    onClick={onHide}
+                    size="xs"
+                    display="flex"
+                    colorScheme="gray"
+                    color="gray.500"
+                    variant="ghost"
+                  />
+                </Tooltip>
+              )}
+            </HStack>
+            {variableLabels.map((key) => {
+              const value = values[key] ?? "";
+              return (
                 <FloatingLabelInput
+                  key={key}
                   label={key}
                   isDisabled={!canModify}
                   style={{ width: "100%" }}
+                  maxHeight={32}
                   value={value}
                   onChange={(e) => {
                     setValues((prev) => ({ ...prev, [key]: e.target.value }));
@@ -162,27 +174,34 @@ export default function ScenarioEditor({
                   onMouseEnter={() => setVariableInputHovered(true)}
                   onMouseLeave={() => setVariableInputHovered(false)}
                 />
-              </Flex>
+              );
-            );
+            })}
-          })}
+            {hasChanged && (
-          {hasChanged && (
+              <HStack justify="right">
-            <HStack justify="right">
+                <Button
-              <Button
+                  size="sm"
-                size="sm"
+                  onMouseDown={() => {
-                onMouseDown={() => {
+                    setValues(savedValues);
-                  setValues(savedValues);
+                  }}
-                }}
+                  colorScheme="gray"
-                colorScheme="gray"
+                >
-              >
+                  Reset
-                Reset
+                </Button>
-              </Button>
+                <Button size="sm" onMouseDown={onSave} colorScheme="blue">
-              <Button size="sm" onMouseDown={onSave} colorScheme="blue">
+                  Save
-                Save
+                </Button>
-              </Button>
+              </HStack>
-            </HStack>
+            )}
-          )}
+          </VStack>
-        </VStack>
+        )}
+      </HStack>
+      {scenarioEditorModalOpen && (
+        <ScenarioEditorModal
+          scenarioId={scenario.id}
+          initialValues={savedValues}
+          onClose={() => setScenarioEditorModalOpen(false)}
+        />
       )}
-    </HStack>
+    </>
   );
 }

src/components/OutputsTable/ScenarioEditorModal.tsx

@@ -0,0 +1,123 @@
+import {
+  Button,
+  HStack,
+  Modal,
+  ModalBody,
+  ModalCloseButton,
+  ModalContent,
+  ModalFooter,
+  ModalHeader,
+  ModalOverlay,
+  Spinner,
+  Text,
+  VStack,
+} from "@chakra-ui/react";
+import { useEffect, useState } from "react";
+import { isEqual } from "lodash-es";
+
+import { api } from "~/utils/api";
+import {
+  useScenario,
+  useHandledAsyncCallback,
+  useExperiment,
+  useExperimentAccess,
+} from "~/utils/hooks";
+import { FloatingLabelInput } from "./FloatingLabelInput";
+
+export const ScenarioEditorModal = ({
+  scenarioId,
+  initialValues,
+  onClose,
+}: {
+  scenarioId: string;
+  initialValues: Record<string, string>;
+  onClose: () => void;
+}) => {
+  const utils = api.useContext();
+  const experiment = useExperiment();
+  const { canModify } = useExperimentAccess();
+  const scenario = useScenario(scenarioId);
+
+  const savedValues = scenario.data?.variableValues as Record<string, string>;
+
+  const [values, setValues] = useState<Record<string, string>>(initialValues);
+
+  useEffect(() => {
+    if (savedValues) setValues(savedValues);
+  }, [savedValues]);
+
+  const hasChanged = !isEqual(savedValues, values);
+
+  const mutation = api.scenarios.replaceWithValues.useMutation();
+
+  const [onSave, saving] = useHandledAsyncCallback(async () => {
+    await mutation.mutateAsync({
+      id: scenarioId,
+      values,
+    });
+    await utils.scenarios.list.invalidate();
+  }, [mutation, values]);
+
+  const vars = api.templateVars.list.useQuery({ experimentId: experiment.data?.id ?? "" });
+  const variableLabels = vars.data?.map((v) => v.label) ?? [];
+
+  return (
+    <Modal
+      isOpen
+      onClose={onClose}
+      size={{ base: "xl", sm: "2xl", md: "3xl", lg: "5xl", xl: "7xl" }}
+    >
+      <ModalOverlay />
+      <ModalContent w={1200}>
+        <ModalHeader />
+        <ModalCloseButton />
+        <ModalBody maxW="unset">
+          <VStack spacing={8}>
+            {values &&
+              variableLabels.map((key) => {
+                const value = values[key] ?? "";
+                return (
+                  <FloatingLabelInput
+                    key={key}
+                    label={key}
+                    isDisabled={!canModify}
+                    _disabled={{ opacity: 1 }}
+                    style={{ width: "100%" }}
+                    value={value}
+                    onChange={(e) => {
+                      setValues((prev) => ({ ...prev, [key]: e.target.value }));
+                    }}
+                    onKeyDown={(e) => {
+                      if (e.key === "Enter" && (e.metaKey || e.ctrlKey)) {
+                        e.preventDefault();
+                        e.currentTarget.blur();
+                        onSave();
+                      }
+                    }}
+                  />
+                );
+              })}
+          </VStack>
+        </ModalBody>
+
+        <ModalFooter>
+          {canModify && (
+            <HStack>
+              <Button
+                colorScheme="gray"
+                onClick={() => setValues(savedValues)}
+                minW={24}
+                isDisabled={!hasChanged}
+              >
+                <Text>Reset</Text>
+              </Button>
+              <Button colorScheme="blue" onClick={onSave} minW={24} isDisabled={!hasChanged}>
+                {saving ? <Spinner boxSize={4} /> : <Text>Save</Text>}
+              </Button>
+            </HStack>
+          )}
+        </ModalFooter>
+      </ModalContent>
+    </Modal>
+  );
+};

src/components/OutputsTable/ScenarioPaginator.tsx

@@ -1,73 +1,20 @@
-import { Box, HStack, IconButton } from "@chakra-ui/react";
+import { useScenarios } from "~/utils/hooks";
-import {
+import Paginator from "../Paginator";
-  BsChevronDoubleLeft,
-  BsChevronDoubleRight,
-  BsChevronLeft,
-  BsChevronRight,
-} from "react-icons/bs";
-import { usePage, useScenarios } from "~/utils/hooks";
 
 const ScenarioPaginator = () => {
-  const [page, setPage] = usePage();
   const { data } = useScenarios();
 
   if (!data) return null;
 
   const { scenarios, startIndex, lastPage, count } = data;
 
-  const nextPage = () => {
-    if (page < lastPage) {
-      setPage(page + 1, "replace");
-    }
-  };
-
-  const prevPage = () => {
-    if (page > 1) {
-      setPage(page - 1, "replace");
-    }
-  };
-
-  const goToLastPage = () => setPage(lastPage, "replace");
-  const goToFirstPage = () => setPage(1, "replace");
-
   return (
-    <HStack pt={4}>
+    <Paginator
-      <IconButton
+      numItemsLoaded={scenarios.length}
-        variant="ghost"
+      startIndex={startIndex}
-        size="sm"
+      lastPage={lastPage}
-        onClick={goToFirstPage}
+      count={count}
-        isDisabled={page === 1}
+    />
-        aria-label="Go to first page"
-        icon={<BsChevronDoubleLeft />}
-      />
-      <IconButton
-        variant="ghost"
-        size="sm"
-        onClick={prevPage}
-        isDisabled={page === 1}
-        aria-label="Previous page"
-        icon={<BsChevronLeft />}
-      />
-      <Box>
-        {startIndex}-{startIndex + scenarios.length - 1} / {count}
-      </Box>
-      <IconButton
-        variant="ghost"
-        size="sm"
-        onClick={nextPage}
-        isDisabled={page === lastPage}
-        aria-label="Next page"
-        icon={<BsChevronRight />}
-      />
-      <IconButton
-        variant="ghost"
-        size="sm"
-        onClick={goToLastPage}
-        isDisabled={page === lastPage}
-        aria-label="Go to last page"
-        icon={<BsChevronDoubleRight />}
-      />
-    </HStack>
   );
 };
 

src/components/OutputsTable/ScenarioRow.tsx

@@ -1,6 +1,5 @@
-import { Box, GridItem } from "@chakra-ui/react";
+import { GridItem } from "@chakra-ui/react";
 import React, { useState } from "react";
-import { cellPadding } from "../constants";
 import OutputCell from "./OutputCell/OutputCell";
 import ScenarioEditor from "./ScenarioEditor";
 import type { PromptVariant, Scenario } from "./types";
@@ -39,9 +38,7 @@ const ScenarioRow = (props: {
           colStart={i + 2}
           {...borders}
         >
-          <Box h="100%" w="100%" px={cellPadding.x} py={cellPadding.y}>
+          <OutputCell key={variant.id} scenario={props.scenario} variant={variant} />
-            <OutputCell key={variant.id} scenario={props.scenario} variant={variant} />
-          </Box>
         </GridItem>
       ))}
     </>

src/components/OutputsTable/VariantEditor.tsx

@@ -47,7 +47,7 @@ export default function VariantEditor(props: { variant: PromptVariant }) {
     return () => window.removeEventListener("keydown", handleEsc);
   }, [isFullscreen, toggleFullscreen]);
 
-  const lastSavedFn = props.variant.constructFn;
+  const lastSavedFn = props.variant.promptConstructor;
 
   const modifierKey = useModifierKeyLabel();
 
@@ -96,7 +96,7 @@ export default function VariantEditor(props: { variant: PromptVariant }) {
 
     const resp = await replaceVariant.mutateAsync({
       id: props.variant.id,
-      constructFn: currentFn,
+      promptConstructor: currentFn,
       streamScenarios: visibleScenarios,
     });
     if (resp.status === "error") {

src/components/OutputsTable/VariantStats.tsx

@@ -21,17 +21,14 @@ export default function VariantStats(props: { variant: PromptVariant }) {
         completionTokens: 0,
         scenarioCount: 0,
         outputCount: 0,
-        awaitingRetrievals: false,
+        awaitingEvals: false,
       },
       refetchInterval,
     },
   );
 
   // Poll every two seconds while we are waiting for LLM retrievals to finish
-  useEffect(
+  useEffect(() => setRefetchInterval(data.awaitingEvals ? 5000 : 0), [data.awaitingEvals]);
-    () => setRefetchInterval(data.awaitingRetrievals ? 2000 : 0),
-    [data.awaitingRetrievals],
-  );
 
   const [passColor, neutralColor, failColor] = useToken("colors", [
     "green.500",
@@ -46,17 +43,17 @@ export default function VariantStats(props: { variant: PromptVariant }) {
   return (
     <HStack
       justifyContent="space-between"
-      alignItems="center"
+      alignItems="flex-end"
       mx="2"
       fontSize="xs"
       py={cellPadding.y}
     >
-      {showNumFinished && (
+      <HStack px={cellPadding.x} flexWrap="wrap">
-        <Text>
+        {showNumFinished && (
-          {data.outputCount} / {data.scenarioCount}
+          <Text>
-        </Text>
+            {data.outputCount} / {data.scenarioCount}
-      )}
+          </Text>
-      <HStack px={cellPadding.x}>
+        )}
         {data.evalResults.map((result) => {
           const passedFrac = result.passCount / result.totalCount;
           return (
@@ -69,7 +66,7 @@ export default function VariantStats(props: { variant: PromptVariant }) {
           );
         })}
       </HStack>
-      {data.overallCost && !data.awaitingRetrievals && (
+      {data.overallCost && (
         <CostTooltip
           promptTokens={data.promptTokens}
           completionTokens={data.completionTokens}

src/components/OutputsTable/index.tsx

@@ -33,9 +33,9 @@ export default function OutputsTable({ experimentId }: { experimentId: string |
     <Grid
       pt={4}
       pb={24}
-      pl={4}
+      pl={8}
       display="grid"
-      gridTemplateColumns={`250px repeat(${variants.data.length}, minmax(300px, 1fr)) auto`}
+      gridTemplateColumns={`250px repeat(${variants.data.length}, minmax(320px, 1fr)) auto`}
       sx={{
         "> *": {
           borderColor: "gray.300",
@@ -53,6 +53,7 @@ export default function OutputsTable({ experimentId }: { experimentId: string |
           colStart: i + 2,
           borderLeftWidth: i === 0 ? 1 : 0,
           marginLeft: i === 0 ? "-1px" : 0,
+          backgroundColor: "gray.100",
         };
         return (
           <Fragment key={variant.uiId}>

src/components/OutputsTable/styles.ts

@@ -1,11 +1,4 @@
-import { type GridItemProps, type SystemStyleObject } from "@chakra-ui/react";
+import { type GridItemProps } from "@chakra-ui/react";
-
-export const stickyHeaderStyle: SystemStyleObject = {
-  position: "sticky",
-  top: "0",
-  backgroundColor: "#fff",
-  zIndex: 10,
-};
 
 export const borders: GridItemProps = {
   borderRightWidth: 1,

src/components/Paginator.tsx

@@ -0,0 +1,79 @@
+import { Box, HStack, IconButton } from "@chakra-ui/react";
+import {
+  BsChevronDoubleLeft,
+  BsChevronDoubleRight,
+  BsChevronLeft,
+  BsChevronRight,
+} from "react-icons/bs";
+import { usePage } from "~/utils/hooks";
+
+const Paginator = ({
+  numItemsLoaded,
+  startIndex,
+  lastPage,
+  count,
+}: {
+  numItemsLoaded: number;
+  startIndex: number;
+  lastPage: number;
+  count: number;
+}) => {
+  const [page, setPage] = usePage();
+
+  const nextPage = () => {
+    if (page < lastPage) {
+      setPage(page + 1, "replace");
+    }
+  };
+
+  const prevPage = () => {
+    if (page > 1) {
+      setPage(page - 1, "replace");
+    }
+  };
+
+  const goToLastPage = () => setPage(lastPage, "replace");
+  const goToFirstPage = () => setPage(1, "replace");
+
+  return (
+    <HStack pt={4}>
+      <IconButton
+        variant="ghost"
+        size="sm"
+        onClick={goToFirstPage}
+        isDisabled={page === 1}
+        aria-label="Go to first page"
+        icon={<BsChevronDoubleLeft />}
+      />
+      <IconButton
+        variant="ghost"
+        size="sm"
+        onClick={prevPage}
+        isDisabled={page === 1}
+        aria-label="Previous page"
+        icon={<BsChevronLeft />}
+      />
+      <Box>
+        {startIndex}-{startIndex + numItemsLoaded - 1} / {count}
+      </Box>
+      <IconButton
+        variant="ghost"
+        size="sm"
+        onClick={nextPage}
+        isDisabled={page === lastPage}
+        aria-label="Next page"
+        icon={<BsChevronRight />}
+      />
+      <IconButton
+        variant="ghost"
+        size="sm"
+        onClick={goToLastPage}
+        isDisabled={page === lastPage}
+        aria-label="Go to last page"
+        icon={<BsChevronDoubleRight />}
+      />
+    </HStack>
+  );
+};
+
+export default Paginator;

src/components/RefinePromptModal/RefinePromptModal.tsx

@@ -20,7 +20,7 @@ import { useHandledAsyncCallback, useVisibleScenarioIds } from "~/utils/hooks";
 import { type PromptVariant } from "@prisma/client";
 import { useState } from "react";
 import CompareFunctions from "./CompareFunctions";
-import { CustomInstructionsInput } from "./CustomInstructionsInput";
+import { CustomInstructionsInput } from "../CustomInstructionsInput";
 import { RefineAction } from "./RefineAction";
 import { isObject, isString } from "lodash-es";
 import { type RefinementAction, type SupportedProvider } from "~/modelProviders/types";
@@ -73,7 +73,7 @@ export const RefinePromptModal = ({
       return;
     await replaceVariantMutation.mutateAsync({
       id: variant.id,
-      constructFn: refinedPromptFn,
+      promptConstructor: refinedPromptFn,
       streamScenarios: visibleScenarios,
     });
     await utils.promptVariants.list.invalidate();
@@ -97,7 +97,7 @@ export const RefinePromptModal = ({
         <ModalCloseButton />
         <ModalBody maxW="unset">
           <VStack spacing={8}>
-            <VStack spacing={4}>
+            <VStack spacing={4} w="full">
               {Object.keys(refinementActions).length && (
                 <>
                   <SimpleGrid columns={{ base: 1, md: 2 }} spacing={8}>
@@ -122,11 +122,11 @@ export const RefinePromptModal = ({
                 instructions={instructions}
                 setInstructions={setInstructions}
                 loading={modificationInProgress}
-                onSubmit={getModifiedPromptFn}
+                onSubmit={() => getModifiedPromptFn()}
               />
             </VStack>
             <CompareFunctions
-              originalFunction={variant.constructFn}
+              originalFunction={variant.promptConstructor}
               newFunction={isString(refinedPromptFn) ? refinedPromptFn : undefined}
               maxH="40vh"
             />

src/components/VariantHeader/VariantHeader.tsx

@@ -6,7 +6,6 @@ import { useExperimentAccess, useHandledAsyncCallback } from "~/utils/hooks";
 import { HStack, Icon, Text, GridItem, type GridItemProps } from "@chakra-ui/react"; // Changed here
 import { cellPadding, headerMinHeight } from "../constants";
 import AutoResizeTextArea from "../AutoResizeTextArea";
-import { stickyHeaderStyle } from "../OutputsTable/styles";
 import VariantHeaderMenuButton from "./VariantHeaderMenuButton";
 
 export default function VariantHeader(
@@ -53,7 +52,17 @@ export default function VariantHeader(
 
   if (!canModify) {
     return (
-      <GridItem padding={0} sx={stickyHeaderStyle} borderTopWidth={1} {...gridItemProps}>
+      <GridItem
+        padding={0}
+        sx={{
+          position: "sticky",
+          top: "0",
+          // Ensure that the menu always appears above the sticky header of other variants
+          zIndex: menuOpen ? "dropdown" : 10,
+        }}
+        borderTopWidth={1}
+        {...gridItemProps}
+      >
         <Text fontSize={16} fontWeight="bold" px={cellPadding.x} py={cellPadding.y}>
           {variant.label}
         </Text>
@@ -65,15 +74,16 @@ export default function VariantHeader(
     <GridItem
       padding={0}
       sx={{
-        ...stickyHeaderStyle,
+        position: "sticky",
+        top: "0",
         // Ensure that the menu always appears above the sticky header of other variants
-        zIndex: menuOpen ? "dropdown" : stickyHeaderStyle.zIndex,
+        zIndex: menuOpen ? "dropdown" : 10,
       }}
       borderTopWidth={1}
       {...gridItemProps}
     >
       <HStack
-        spacing={4}
+        spacing={2}
         alignItems="flex-start"
         minH={headerMinHeight}
         draggable={!isInputHovered}
@@ -92,7 +102,8 @@ export default function VariantHeader(
           setIsDragTarget(false);
         }}
         onDrop={onReorder}
-        backgroundColor={isDragTarget ? "gray.100" : "transparent"}
+        backgroundColor={isDragTarget ? "gray.200" : "gray.100"}
+        h="full"
       >
         <Icon
           as={RiDraggable}

src/components/datasets/DatasetCard.tsx

@@ -0,0 +1,110 @@
+import {
+  HStack,
+  Icon,
+  VStack,
+  Text,
+  Divider,
+  Spinner,
+  AspectRatio,
+  SkeletonText,
+} from "@chakra-ui/react";
+import { RiDatabase2Line } from "react-icons/ri";
+import { formatTimePast } from "~/utils/dayjs";
+import Link from "next/link";
+import { useRouter } from "next/router";
+import { BsPlusSquare } from "react-icons/bs";
+import { api } from "~/utils/api";
+import { useHandledAsyncCallback } from "~/utils/hooks";
+
+type DatasetData = {
+  name: string;
+  numEntries: number;
+  id: string;
+  createdAt: Date;
+  updatedAt: Date;
+};
+
+export const DatasetCard = ({ dataset }: { dataset: DatasetData }) => {
+  return (
+    <AspectRatio ratio={1.2} w="full">
+      <VStack
+        as={Link}
+        href={{ pathname: "/data/[id]", query: { id: dataset.id } }}
+        bg="gray.50"
+        _hover={{ bg: "gray.100" }}
+        transition="background 0.2s"
+        cursor="pointer"
+        borderColor="gray.200"
+        borderWidth={1}
+        p={4}
+        justify="space-between"
+      >
+        <HStack w="full" color="gray.700" justify="center">
+          <Icon as={RiDatabase2Line} boxSize={4} />
+          <Text fontWeight="bold">{dataset.name}</Text>
+        </HStack>
+        <HStack h="full" spacing={4} flex={1} align="center">
+          <CountLabel label="Rows" count={dataset.numEntries} />
+        </HStack>
+        <HStack w="full" color="gray.500" fontSize="xs" textAlign="center">
+          <Text flex={1}>Created {formatTimePast(dataset.createdAt)}</Text>
+          <Divider h={4} orientation="vertical" />
+          <Text flex={1}>Updated {formatTimePast(dataset.updatedAt)}</Text>
+        </HStack>
+      </VStack>
+    </AspectRatio>
+  );
+};
+
+const CountLabel = ({ label, count }: { label: string; count: number }) => {
+  return (
+    <VStack alignItems="center" flex={1}>
+      <Text color="gray.500" fontWeight="bold">
+        {label}
+      </Text>
+      <Text fontSize="sm" color="gray.500">
+        {count}
+      </Text>
+    </VStack>
+  );
+};
+
+export const NewDatasetCard = () => {
+  const router = useRouter();
+  const createMutation = api.datasets.create.useMutation();
+  const [createDataset, isLoading] = useHandledAsyncCallback(async () => {
+    const newDataset = await createMutation.mutateAsync({ label: "New Dataset" });
+    await router.push({ pathname: "/data/[id]", query: { id: newDataset.id } });
+  }, [createMutation, router]);
+
+  return (
+    <AspectRatio ratio={1.2} w="full">
+      <VStack
+        align="center"
+        justify="center"
+        _hover={{ cursor: "pointer", bg: "gray.50" }}
+        transition="background 0.2s"
+        cursor="pointer"
+        borderColor="gray.200"
+        borderWidth={1}
+        p={4}
+        onClick={createDataset}
+      >
+        <Icon as={isLoading ? Spinner : BsPlusSquare} boxSize={8} />
+        <Text display={{ base: "none", md: "block" }} ml={2}>
+          New Dataset
+        </Text>
+      </VStack>
+    </AspectRatio>
+  );
+};
+
+export const DatasetCardSkeleton = () => (
+  <AspectRatio ratio={1.2} w="full">
+    <VStack align="center" borderColor="gray.200" borderWidth={1} p={4} bg="gray.50">
+      <SkeletonText noOfLines={1} w="80%" />
+      <SkeletonText noOfLines={2} w="60%" />
+      <SkeletonText noOfLines={1} w="80%" />
+    </VStack>
+  </AspectRatio>
+);

src/components/datasets/DatasetEntriesPaginator.tsx

@@ -0,0 +1,21 @@
+import { useDatasetEntries } from "~/utils/hooks";
+import Paginator from "../Paginator";
+
+const DatasetEntriesPaginator = () => {
+  const { data } = useDatasetEntries();
+
+  if (!data) return null;
+
+  const { entries, startIndex, lastPage, count } = data;
+
+  return (
+    <Paginator
+      numItemsLoaded={entries.length}
+      startIndex={startIndex}
+      lastPage={lastPage}
+      count={count}
+    />
+  );
+};
+
+export default DatasetEntriesPaginator;

src/components/datasets/DatasetEntriesTable.tsx

@@ -0,0 +1,31 @@
+import { type StackProps, VStack, Table, Th, Tr, Thead, Tbody, Text } from "@chakra-ui/react";
+import { useDatasetEntries } from "~/utils/hooks";
+import TableRow from "./TableRow";
+import DatasetEntriesPaginator from "./DatasetEntriesPaginator";
+
+const DatasetEntriesTable = (props: StackProps) => {
+  const { data } = useDatasetEntries();
+
+  return (
+    <VStack justifyContent="space-between" {...props}>
+      <Table variant="simple" sx={{ "table-layout": "fixed", width: "full" }}>
+        <Thead>
+          <Tr>
+            <Th>Input</Th>
+            <Th>Output</Th>
+          </Tr>
+        </Thead>
+        <Tbody>{data?.entries.map((entry) => <TableRow key={entry.id} entry={entry} />)}</Tbody>
+      </Table>
+      {(!data || data.entries.length) === 0 ? (
+        <Text alignSelf="flex-start" pl={6} color="gray.500">
+          No entries found
+        </Text>
+      ) : (
+        <DatasetEntriesPaginator />
+      )}
+    </VStack>
+  );
+};
+
+export default DatasetEntriesTable;

src/components/datasets/DatasetHeaderButtons/DatasetHeaderButtons.tsx

@@ -0,0 +1,26 @@
+import { Button, HStack, useDisclosure } from "@chakra-ui/react";
+import { BiImport } from "react-icons/bi";
+import { BsStars } from "react-icons/bs";
+
+import { GenerateDataModal } from "./GenerateDataModal";
+
+export const DatasetHeaderButtons = () => {
+  const generateModalDisclosure = useDisclosure();
+
+  return (
+    <>
+      <HStack>
+        <Button leftIcon={<BiImport />} colorScheme="blue" variant="ghost">
+          Import Data
+        </Button>
+        <Button leftIcon={<BsStars />} colorScheme="blue" onClick={generateModalDisclosure.onOpen}>
+          Generate Data
+        </Button>
+      </HStack>
+      <GenerateDataModal
+        isOpen={generateModalDisclosure.isOpen}
+        onClose={generateModalDisclosure.onClose}
+      />
+    </>
+  );
+};

src/components/datasets/DatasetHeaderButtons/GenerateDataModal.tsx

@@ -0,0 +1,128 @@
+import {
+  Modal,
+  ModalBody,
+  ModalCloseButton,
+  ModalContent,
+  ModalHeader,
+  ModalOverlay,
+  ModalFooter,
+  Text,
+  HStack,
+  VStack,
+  Icon,
+  NumberInput,
+  NumberInputField,
+  NumberInputStepper,
+  NumberIncrementStepper,
+  NumberDecrementStepper,
+  Button,
+} from "@chakra-ui/react";
+import { BsStars } from "react-icons/bs";
+import { useState } from "react";
+import { useDataset, useHandledAsyncCallback } from "~/utils/hooks";
+import { api } from "~/utils/api";
+import AutoResizeTextArea from "~/components/AutoResizeTextArea";
+
+export const GenerateDataModal = ({
+  isOpen,
+  onClose,
+}: {
+  isOpen: boolean;
+  onClose: () => void;
+}) => {
+  const utils = api.useContext();
+
+  const datasetId = useDataset().data?.id;
+
+  const [numToGenerate, setNumToGenerate] = useState<number>(20);
+  const [inputDescription, setInputDescription] = useState<string>(
+    "Each input should contain an email body. Half of the emails should contain event details, and the other half should not.",
+  );
+  const [outputDescription, setOutputDescription] = useState<string>(
+    `Each output should contain "true" or "false", where "true" indicates that the email contains event details.`,
+  );
+
+  const generateEntriesMutation = api.datasetEntries.autogenerateEntries.useMutation();
+
+  const [generateEntries, generateEntriesInProgress] = useHandledAsyncCallback(async () => {
+    if (!inputDescription || !outputDescription || !numToGenerate || !datasetId) return;
+    await generateEntriesMutation.mutateAsync({
+      datasetId,
+      inputDescription,
+      outputDescription,
+      numToGenerate,
+    });
+    await utils.datasetEntries.list.invalidate();
+    onClose();
+  }, [
+    generateEntriesMutation,
+    onClose,
+    inputDescription,
+    outputDescription,
+    numToGenerate,
+    datasetId,
+  ]);
+
+  return (
+    <Modal isOpen={isOpen} onClose={onClose} size={{ base: "xl", sm: "2xl", md: "3xl" }}>
+      <ModalOverlay />
+      <ModalContent w={1200}>
+        <ModalHeader>
+          <HStack>
+            <Icon as={BsStars} />
+            <Text>Generate Data</Text>
+          </HStack>
+        </ModalHeader>
+        <ModalCloseButton />
+        <ModalBody maxW="unset">
+          <VStack w="full" spacing={8} padding={8} alignItems="flex-start">
+            <VStack alignItems="flex-start" spacing={2}>
+              <Text fontWeight="bold">Number of Rows:</Text>
+              <NumberInput
+                step={5}
+                defaultValue={15}
+                min={0}
+                max={100}
+                onChange={(valueString) => setNumToGenerate(parseInt(valueString) || 0)}
+                value={numToGenerate}
+                w="24"
+              >
+                <NumberInputField />
+                <NumberInputStepper>
+                  <NumberIncrementStepper />
+                  <NumberDecrementStepper />
+                </NumberInputStepper>
+              </NumberInput>
+            </VStack>
+            <VStack alignItems="flex-start" w="full" spacing={2}>
+              <Text fontWeight="bold">Input Description:</Text>
+              <AutoResizeTextArea
+                value={inputDescription}
+                onChange={(e) => setInputDescription(e.target.value)}
+                placeholder="Each input should contain..."
+              />
+            </VStack>
+            <VStack alignItems="flex-start" w="full" spacing={2}>
+              <Text fontWeight="bold">Output Description (optional):</Text>
+              <AutoResizeTextArea
+                value={outputDescription}
+                onChange={(e) => setOutputDescription(e.target.value)}
+                placeholder="The output should contain..."
+              />
+            </VStack>
+          </VStack>
+        </ModalBody>
+        <ModalFooter>
+          <Button
+            colorScheme="blue"
+            isLoading={generateEntriesInProgress}
+            isDisabled={!numToGenerate || !inputDescription || !outputDescription}
+            onClick={generateEntries}
+          >
+            Generate
+          </Button>
+        </ModalFooter>
+      </ModalContent>
+    </Modal>
+  );
+};

src/components/datasets/TableRow.tsx

@@ -0,0 +1,13 @@
+import { Td, Tr } from "@chakra-ui/react";
+import { type DatasetEntry } from "@prisma/client";
+
+const TableRow = ({ entry }: { entry: DatasetEntry }) => {
+  return (
+    <Tr key={entry.id}>
+      <Td>{entry.input}</Td>
+      <Td>{entry.output}</Td>
+    </Tr>
+  );
+};
+
+export default TableRow;

src/components/experiments/ExperimentHeaderButtons/ExperimentHeaderButtons.tsx

@@ -5,7 +5,7 @@ import { BsGearFill } from "react-icons/bs";
 import { TbGitFork } from "react-icons/tb";
 import { useAppStore } from "~/state/store";
 
-export const HeaderButtons = () => {
+export const ExperimentHeaderButtons = () => {
   const experiment = useExperiment();
 
   const canModify = experiment.data?.access.canModify ?? false;
@@ -24,7 +24,7 @@ export const HeaderButtons = () => {
         colorScheme={canModify ? undefined : "orange"}
         bgColor={canModify ? undefined : "orange.400"}
         minW={0}
-        variant={canModify ? "ghost" : "solid"}
+        variant={{ base: "solid", md: canModify ? "ghost" : "solid" }}
       >
         {isForking ? <Spinner boxSize={5} /> : <Icon as={TbGitFork} boxSize={5} />}
         <Text ml={2}>Fork</Text>

src/components/nav/AppShell.tsx

@@ -8,42 +8,43 @@ import {
   Text,
   Box,
   type BoxProps,
-  type LinkProps,
+  Link as ChakraLink,
-  Link,
   Flex,
 } from "@chakra-ui/react";
 import Head from "next/head";
+import Link, { type LinkProps } from "next/link";
 import { BsGithub, BsPersonCircle } from "react-icons/bs";
 import { useRouter } from "next/router";
 import { type IconType } from "react-icons";
-import { RiFlaskLine } from "react-icons/ri";
+import { RiDatabase2Line, RiFlaskLine } from "react-icons/ri";
 import { signIn, useSession } from "next-auth/react";
 import UserMenu from "./UserMenu";
+import { env } from "~/env.mjs";
 
-type IconLinkProps = BoxProps & LinkProps & { label?: string; icon: IconType };
+type IconLinkProps = BoxProps & LinkProps & { label?: string; icon: IconType; href: string };
 
-const IconLink = ({ icon, label, href, target, color, ...props }: IconLinkProps) => {
+const IconLink = ({ icon, label, href, color, ...props }: IconLinkProps) => {
   const router = useRouter();
   const isActive = href && router.pathname.startsWith(href);
   return (
-    <HStack
+    <Link href={href} style={{ width: "100%" }}>
-      w="full"
+      <HStack
-      p={4}
+        w="full"
-      color={color}
+        p={4}
-      as={Link}
+        color={color}
-      href={href}
+        as={ChakraLink}
-      target={target}
+        bgColor={isActive ? "gray.200" : "transparent"}
-      bgColor={isActive ? "gray.200" : "transparent"}
+        _hover={{ bgColor: "gray.300", textDecoration: "none" }}
-      _hover={{ bgColor: "gray.200", textDecoration: "none" }}
+        justifyContent="start"
-      justifyContent="start"
+        cursor="pointer"
-      cursor="pointer"
+        {...props}
-      {...props}
+      >
-    >
+        <Icon as={icon} boxSize={6} mr={2} />
-      <Icon as={icon} boxSize={6} mr={2} />
+        <Text fontWeight="bold" fontSize="sm">
-      <Text fontWeight="bold" fontSize="sm">
+          {label}
-        {label}
+        </Text>
-      </Text>
+      </HStack>
-    </HStack>
+    </Link>
   );
 };
 
@@ -72,21 +73,37 @@ const NavSidebar = () => {
         {user != null && (
           <>
             <IconLink icon={RiFlaskLine} label="Experiments" href="/experiments" />
+            {env.NEXT_PUBLIC_SHOW_DATA && (
+              <IconLink icon={RiDatabase2Line} label="Data" href="/data" />
+            )}
           </>
         )}
         {user === null && (
-          <IconLink
+          <HStack
-            icon={BsPersonCircle}
+            w="full"
-            label="Sign In"
+            p={4}
+            as={ChakraLink}
+            _hover={{ bgColor: "gray.300", textDecoration: "none" }}
+            justifyContent="start"
+            cursor="pointer"
             onClick={() => {
               signIn("github").catch(console.error);
             }}
-          />
+          >
+            <Icon as={BsPersonCircle} boxSize={6} mr={2} />
+            <Text fontWeight="bold" fontSize="sm">
+              Sign In
+            </Text>
+          </HStack>
         )}
       </VStack>
-      {user ? <UserMenu user={user} /> : <Divider />}
+      {user ? (
+        <UserMenu user={user} borderColor={"gray.200"} borderTopWidth={1} borderBottomWidth={1} />
+      ) : (
+        <Divider />
+      )}
       <VStack spacing={0} align="center">
-        <Link
+        <ChakraLink
           href="https://github.com/openpipe/openpipe"
           target="_blank"
           color="gray.500"
@@ -94,7 +111,7 @@ const NavSidebar = () => {
           p={2}
         >
           <Icon as={BsGithub} boxSize={6} />
-        </Link>
+        </ChakraLink>
       </VStack>
     </VStack>
   );

src/components/nav/UserMenu.tsx

@@ -8,12 +8,16 @@ import {
   PopoverTrigger,
   PopoverContent,
   Link,
+  useColorMode,
+  type StackProps,
 } from "@chakra-ui/react";
 import { type Session } from "next-auth";
 import { signOut } from "next-auth/react";
 import { BsBoxArrowRight, BsChevronRight, BsPersonCircle } from "react-icons/bs";
 
-export default function UserMenu({ user }: { user: Session }) {
+export default function UserMenu({ user, ...rest }: { user: Session } & StackProps) {
+  const { colorMode } = useColorMode();
+
   const profileImage = user.user.image ? (
     <Image src={user.user.image} alt="profile picture" boxSize={8} borderRadius="50%" />
   ) : (
@@ -29,12 +33,10 @@ export default function UserMenu({ user }: { user: Session }) {
             px={3}
             spacing={3}
             py={2}
-            borderColor={"gray.200"}
+            {...rest}
-            borderTopWidth={1}
-            borderBottomWidth={1}
             cursor="pointer"
             _hover={{
-              bgColor: "gray.200",
+              bgColor: colorMode === "light" ? "gray.200" : "gray.700",
             }}
           >
             {profileImage}

src/env.mjs

@@ -18,6 +18,8 @@ export const env = createEnv({
     GITHUB_CLIENT_SECRET: z.string().min(1),
     OPENAI_API_KEY: z.string().min(1),
     REPLICATE_API_TOKEN: z.string().default("placeholder"),
+    ANTHROPIC_API_KEY: z.string().default("placeholder"),
+    SENTRY_AUTH_TOKEN: z.string().optional(),
   },
 
   /**
@@ -28,6 +30,9 @@ export const env = createEnv({
   client: {
     NEXT_PUBLIC_POSTHOG_KEY: z.string().optional(),
     NEXT_PUBLIC_SOCKET_URL: z.string().url().default("http://localhost:3318"),
+    NEXT_PUBLIC_HOST: z.string().url().default("http://localhost:3000"),
+    NEXT_PUBLIC_SENTRY_DSN: z.string().optional(),
+    NEXT_PUBLIC_SHOW_DATA: z.string().optional(),
   },
 
   /**
@@ -41,9 +46,14 @@ export const env = createEnv({
     RESTRICT_PRISMA_LOGS: process.env.RESTRICT_PRISMA_LOGS,
     NEXT_PUBLIC_POSTHOG_KEY: process.env.NEXT_PUBLIC_POSTHOG_KEY,
     NEXT_PUBLIC_SOCKET_URL: process.env.NEXT_PUBLIC_SOCKET_URL,
+    NEXT_PUBLIC_HOST: process.env.NEXT_PUBLIC_HOST,
+    NEXT_PUBLIC_SHOW_DATA: process.env.NEXT_PUBLIC_SHOW_DATA,
     GITHUB_CLIENT_ID: process.env.GITHUB_CLIENT_ID,
     GITHUB_CLIENT_SECRET: process.env.GITHUB_CLIENT_SECRET,
     REPLICATE_API_TOKEN: process.env.REPLICATE_API_TOKEN,
+    ANTHROPIC_API_KEY: process.env.ANTHROPIC_API_KEY,
+    NEXT_PUBLIC_SENTRY_DSN: process.env.NEXT_PUBLIC_SENTRY_DSN,
+    SENTRY_AUTH_TOKEN: process.env.SENTRY_AUTH_TOKEN,
   },
   /**
    * Run `build` or `dev` with `SKIP_ENV_VALIDATION` to skip env validation.

src/modelProviders/anthropic-completion/codegen/codegen.ts

@@ -0,0 +1,69 @@
+/* eslint-disable @typescript-eslint/no-var-requires */
+
+import YAML from "yaml";
+import fs from "fs";
+import path from "path";
+import { openapiSchemaToJsonSchema } from "@openapi-contrib/openapi-schema-to-json-schema";
+import $RefParser from "@apidevtools/json-schema-ref-parser";
+import { type JSONObject } from "superjson/dist/types";
+import assert from "assert";
+import { type JSONSchema4Object } from "json-schema";
+import { isObject } from "lodash-es";
+
+// @ts-expect-error for some reason missing from types
+import parserEstree from "prettier/plugins/estree";
+import parserBabel from "prettier/plugins/babel";
+import prettier from "prettier/standalone";
+
+const OPENAPI_URL =
+  "https://raw.githubusercontent.com/tryAGI/Anthropic/1c0871e861de60a4c3a843cb90e17d63e86c234a/docs/openapi.yaml";
+
+// Fetch the openapi document
+const response = await fetch(OPENAPI_URL);
+const openApiYaml = await response.text();
+
+// Parse the yaml document
+let schema = YAML.parse(openApiYaml) as JSONObject;
+schema = openapiSchemaToJsonSchema(schema);
+
+const jsonSchema = await $RefParser.dereference(schema);
+
+assert("components" in jsonSchema);
+const completionRequestSchema = jsonSchema.components.schemas
+  .CreateCompletionRequest as JSONSchema4Object;
+
+// We need to do a bit of surgery here since the Monaco editor doesn't like
+// the fact that the schema says `model` can be either a string or an enum,
+// and displays a warning in the editor. Let's stick with just an enum for
+// now and drop the string option.
+assert(
+  "properties" in completionRequestSchema &&
+    isObject(completionRequestSchema.properties) &&
+    "model" in completionRequestSchema.properties &&
+    isObject(completionRequestSchema.properties.model),
+);
+
+const modelProperty = completionRequestSchema.properties.model;
+assert(
+  "oneOf" in modelProperty &&
+    Array.isArray(modelProperty.oneOf) &&
+    modelProperty.oneOf.length === 2 &&
+    isObject(modelProperty.oneOf[1]) &&
+    "enum" in modelProperty.oneOf[1],
+  "Expected model to have oneOf length of 2",
+);
+modelProperty.type = "string";
+modelProperty.enum = modelProperty.oneOf[1].enum;
+delete modelProperty["oneOf"];
+
+// Get the directory of the current script
+const currentDirectory = path.dirname(import.meta.url).replace("file://", "");
+
+// Write the JSON schema to a file in the current directory
+fs.writeFileSync(
+  path.join(currentDirectory, "input.schema.json"),
+  await prettier.format(JSON.stringify(completionRequestSchema, null, 2), {
+    parser: "json",
+    plugins: [parserBabel, parserEstree],
+  }),
+);

src/modelProviders/anthropic-completion/codegen/input.schema.json

@@ -0,0 +1,63 @@
+{
+  "type": "object",
+  "properties": {
+    "model": {
+      "description": "The model that will complete your prompt.",
+      "x-oaiTypeLabel": "string",
+      "type": "string",
+      "enum": [
+        "claude-2",
+        "claude-2.0",
+        "claude-instant-1",
+        "claude-instant-1.1"
+      ]
+    },
+    "prompt": {
+      "description": "The prompt that you want Claude to complete.\n\nFor proper response generation you will need to format your prompt as follows:\n\"\\n\\nHuman: all instructions for the assistant\\n\\nAssistant:\". The prompt string should begin with the characters \"Human:\" and end with \"Assistant:\".",
+      "default": "<|endoftext|>",
+      "example": "\\n\\nHuman: What is the correct translation of ${scenario.input}? I would like a long analysis followed by a short answer.\\n\\nAssistant:",
+      "type": "string"
+    },
+    "max_tokens_to_sample": {
+      "type": "integer",
+      "minimum": 1,
+      "default": 256,
+      "nullable": true,
+      "description": "The maximum number of tokens to generate before stopping."
+    },
+    "temperature": {
+      "type": "number",
+      "minimum": 0,
+      "maximum": 1,
+      "nullable": true,
+      "description": "Amount of randomness injected into the response.\n\nDefaults to 1."
+    },
+    "top_p": {
+      "type": "number",
+      "minimum": 0,
+      "maximum": 1,
+      "nullable": true,
+      "description": "Use nucleus sampling.\n\nYou should either alter temperature or top_p, but not both.\n"
+    },
+    "top_k": {
+      "type": "number",
+      "minimum": 0,
+      "default": 5,
+      "nullable": true,
+      "description": "Only sample from the top K options for each subsequent token."
+    },
+    "stream": {
+      "description": "Whether to incrementally stream the response using server-sent events.",
+      "type": "boolean",
+      "nullable": true,
+      "default": false
+    },
+    "stop_sequences": {
+      "description": "Sequences that will cause the model to stop generating completion text.\nBy default, our models stop on \"\\n\\nHuman:\".",
+      "default": null,
+      "nullable": true,
+      "type": "array"
+    }
+  },
+  "required": ["model", "prompt", "max_tokens_to_sample"]
+}

src/modelProviders/anthropic-completion/frontend.ts

@@ -0,0 +1,42 @@
+import { type Completion } from "@anthropic-ai/sdk/resources";
+import { type SupportedModel } from ".";
+import { type FrontendModelProvider } from "../types";
+import { refinementActions } from "./refinementActions";
+
+const frontendModelProvider: FrontendModelProvider<SupportedModel, Completion> = {
+  name: "Replicate Llama2",
+
+  models: {
+    "claude-2.0": {
+      name: "Claude 2.0",
+      contextWindow: 100000,
+      promptTokenPrice: 11.02 / 1000000,
+      completionTokenPrice: 32.68 / 1000000,
+      speed: "medium",
+      provider: "anthropic/completion",
+      learnMoreUrl: "https://www.anthropic.com/product",
+      apiDocsUrl: "https://docs.anthropic.com/claude/reference/complete_post",
+    },
+    "claude-instant-1.1": {
+      name: "Claude Instant 1.1",
+      contextWindow: 100000,
+      promptTokenPrice: 1.63 / 1000000,
+      completionTokenPrice: 5.51 / 1000000,
+      speed: "fast",
+      provider: "anthropic/completion",
+      learnMoreUrl: "https://www.anthropic.com/product",
+      apiDocsUrl: "https://docs.anthropic.com/claude/reference/complete_post",
+    },
+  },
+
+  refinementActions,
+
+  normalizeOutput: (output) => {
+    return {
+      type: "text",
+      value: output.completion,
+    };
+  },
+};
+
+export default frontendModelProvider;

src/modelProviders/anthropic-completion/getCompletion.ts

@@ -0,0 +1,86 @@
+import { env } from "~/env.mjs";
+import { type CompletionResponse } from "../types";
+
+import Anthropic, { APIError } from "@anthropic-ai/sdk";
+import { type Completion, type CompletionCreateParams } from "@anthropic-ai/sdk/resources";
+import { isObject, isString } from "lodash-es";
+
+const anthropic = new Anthropic({
+  apiKey: env.ANTHROPIC_API_KEY,
+});
+
+export async function getCompletion(
+  input: CompletionCreateParams,
+  onStream: ((partialOutput: Completion) => void) | null,
+): Promise<CompletionResponse<Completion>> {
+  const start = Date.now();
+  let finalCompletion: Completion | null = null;
+
+  try {
+    if (onStream) {
+      const resp = await anthropic.completions.create(
+        { ...input, stream: true },
+        {
+          maxRetries: 0,
+        },
+      );
+
+      for await (const part of resp) {
+        if (finalCompletion === null) {
+          finalCompletion = part;
+        } else {
+          finalCompletion = { ...part, completion: finalCompletion.completion + part.completion };
+        }
+        onStream(finalCompletion);
+      }
+      if (!finalCompletion) {
+        return {
+          type: "error",
+          message: "Streaming failed to return a completion",
+          autoRetry: false,
+        };
+      }
+    } else {
+      const resp = await anthropic.completions.create(
+        { ...input, stream: false },
+        {
+          maxRetries: 0,
+        },
+      );
+      finalCompletion = resp;
+    }
+    const timeToComplete = Date.now() - start;
+
+    return {
+      type: "success",
+      statusCode: 200,
+      value: finalCompletion,
+      timeToComplete,
+    };
+  } catch (error: unknown) {
+    console.log("CAUGHT ERROR", error);
+    if (error instanceof APIError) {
+      const message =
+        isObject(error.error) &&
+        "error" in error.error &&
+        isObject(error.error.error) &&
+        "message" in error.error.error &&
+        isString(error.error.error.message)
+          ? error.error.error.message
+          : error.message;
+
+      return {
+        type: "error",
+        message,
+        autoRetry: error.status === 429 || error.status === 503,
+        statusCode: error.status,
+      };
+    } else {
+      return {
+        type: "error",
+        message: (error as Error).message,
+        autoRetry: true,
+      };
+    }
+  }
+}

src/modelProviders/anthropic-completion/index.ts

@@ -0,0 +1,34 @@
+import { type JSONSchema4 } from "json-schema";
+import { type ModelProvider } from "../types";
+import inputSchema from "./codegen/input.schema.json";
+import { getCompletion } from "./getCompletion";
+import frontendModelProvider from "./frontend";
+import type { Completion, CompletionCreateParams } from "@anthropic-ai/sdk/resources";
+
+const supportedModels = ["claude-2.0", "claude-instant-1.1"] as const;
+
+export type SupportedModel = (typeof supportedModels)[number];
+
+export type AnthropicProvider = ModelProvider<SupportedModel, CompletionCreateParams, Completion>;
+
+const modelProvider: AnthropicProvider = {
+  getModel: (input) => {
+    if (supportedModels.includes(input.model as SupportedModel))
+      return input.model as SupportedModel;
+
+    const modelMaps: Record<string, SupportedModel> = {
+      "claude-2": "claude-2.0",
+      "claude-instant-1": "claude-instant-1.1",
+    };
+
+    if (input.model in modelMaps) return modelMaps[input.model] as SupportedModel;
+
+    return null;
+  },
+  inputSchema: inputSchema as JSONSchema4,
+  canStream: true,
+  getCompletion,
+  ...frontendModelProvider,
+};
+
+export default modelProvider;

src/modelProviders/anthropic-completion/refinementActions.ts

@@ -0,0 +1,3 @@
+import { type RefinementAction } from "../types";
+
+export const refinementActions: Record<string, RefinementAction> = {};

src/modelProviders/frontendModelProviders.ts

@@ -1,15 +1,15 @@
 import openaiChatCompletionFrontend from "./openai-ChatCompletion/frontend";
 import replicateLlama2Frontend from "./replicate-llama2/frontend";
+import anthropicFrontend from "./anthropic-completion/frontend";
 import { type SupportedProvider, type FrontendModelProvider } from "./types";
 
-// TODO: make sure we get a typescript error if you forget to add a provider here
-
 // Keep attributes here that need to be accessible from the frontend. We can't
 // just include them in the default `modelProviders` object because it has some
 // transient dependencies that can only be imported on the server.
 const frontendModelProviders: Record<SupportedProvider, FrontendModelProvider<any, any>> = {
   "openai/ChatCompletion": openaiChatCompletionFrontend,
   "replicate/llama2": replicateLlama2Frontend,
+  "anthropic/completion": anthropicFrontend,
 };
 
 export default frontendModelProviders;

src/modelProviders/modelProviders.ts

@@ -1,10 +1,12 @@
 import openaiChatCompletion from "./openai-ChatCompletion";
 import replicateLlama2 from "./replicate-llama2";
+import anthropicCompletion from "./anthropic-completion";
 import { type SupportedProvider, type ModelProvider } from "./types";
 
 const modelProviders: Record<SupportedProvider, ModelProvider<any, any, any>> = {
   "openai/ChatCompletion": openaiChatCompletion,
   "replicate/llama2": replicateLlama2,
+  "anthropic/completion": anthropicCompletion,
 };
 
 export default modelProviders;

src/modelProviders/openai-ChatCompletion/getCompletion.ts

@@ -6,7 +6,7 @@ import {
 } from "openai/resources/chat";
 import { countOpenAIChatTokens } from "~/utils/countTokens";
 import { type CompletionResponse } from "../types";
-import { omit } from "lodash-es";
+import { isArray, isString, omit } from "lodash-es";
 import { openai } from "~/server/utils/openai";
 import { truthyFilter } from "~/utils/utils";
 import { APIError } from "openai";
@@ -40,6 +40,8 @@ const mergeStreamedChunks = (
           ((choice.delta.function_call.arguments as string) ?? "");
       }
     } else {
+      // @ts-expect-error the types are correctly telling us that finish_reason
+      // could be null, but don't want to fix it right now.
       choices.push({ ...omit(choice, "delta"), message: { role: "assistant", ...choice.delta } });
     }
   }
@@ -64,6 +66,7 @@ export async function getCompletion(
 
   try {
     if (onStream) {
+      console.log("got started");
       const resp = await openai.chat.completions.create(
         { ...input, stream: true },
         {
@@ -71,9 +74,11 @@ export async function getCompletion(
         },
       );
       for await (const part of resp) {
+        console.log("got part", part);
         finalCompletion = mergeStreamedChunks(finalCompletion, part);
         onStream(finalCompletion);
       }
+      console.log("got final", finalCompletion);
       if (!finalCompletion) {
         return {
           type: "error",
@@ -120,11 +125,18 @@ export async function getCompletion(
       cost,
     };
   } catch (error: unknown) {
-    console.error("ERROR IS", error);
     if (error instanceof APIError) {
+      // The types from the sdk are wrong
+      const rawMessage = error.message as string | string[];
+      // If the message is not a string, stringify it
+      const message = isString(rawMessage)
+        ? rawMessage
+        : isArray(rawMessage)
+        ? rawMessage.map((m) => m.toString()).join("\n")
+        : (rawMessage as any).toString();
       return {
         type: "error",
-        message: error.message,
+        message,
         autoRetry: error.status === 429 || error.status === 503,
         statusCode: error.status,
       };

src/modelProviders/replicate-llama2/getCompletion.ts

@@ -8,9 +8,9 @@ const replicate = new Replicate({
 });
 
 const modelIds: Record<ReplicateLlama2Input["model"], string> = {
-  "7b-chat": "5ec5fdadd80ace49f5a2b2178cceeb9f2f77c493b85b1131002c26e6b2b13184",
+  "7b-chat": "4f0b260b6a13eb53a6b1891f089d57c08f41003ae79458be5011303d81a394dc",
-  "13b-chat": "6b4da803a2382c08868c5af10a523892f38e2de1aafb2ee55b020d9efef2fdb8",
+  "13b-chat": "2a7f981751ec7fdf87b5b91ad4db53683a98082e9ff7bfd12c8cd5ea85980a52",
-  "70b-chat": "2d19859030ff705a87c746f7e96eea03aefb71f166725aee39692f1476566d48",
+  "70b-chat": "2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1",
 };
 
 export async function getCompletion(

src/modelProviders/replicate-llama2/index.ts

@@ -54,7 +54,7 @@ const modelProvider: ReplicateLlama2Provider = {
       temperature: {
         type: "number",
         description:
-          "Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value. (minimum: 0.01; maximum: 5)",
+          "Adjusts randomness of outputs, 0.1 is a good starting value. (minimum: 0.01; maximum: 5)",
       },
       top_p: {
         type: "number",

src/modelProviders/types.ts

@@ -6,6 +6,7 @@ import { z } from "zod";
 export const ZodSupportedProvider = z.union([
   z.literal("openai/ChatCompletion"),
   z.literal("replicate/llama2"),
+  z.literal("anthropic/completion"),
 ]);
 
 export type SupportedProvider = z.infer<typeof ZodSupportedProvider>;
@@ -20,6 +21,7 @@ export type Model = {
   provider: SupportedProvider;
   description?: string;
   learnMoreUrl?: string;
+  apiDocsUrl?: string;
 };
 
 export type ProviderModel = { provider: z.infer<typeof ZodSupportedProvider>; model: string };

src/pages/_app.tsx

@@ -3,12 +3,12 @@ import { SessionProvider } from "next-auth/react";
 import { type AppType } from "next/app";
 import { api } from "~/utils/api";
 import Favicon from "~/components/Favicon";
-import "~/utils/analytics";
 import Head from "next/head";
 import { ChakraThemeProvider } from "~/theme/ChakraThemeProvider";
 import { SyncAppStore } from "~/state/sync";
 import NextAdapterApp from "next-query-params/app";
 import { QueryParamProvider } from "use-query-params";
+import { SessionIdentifier } from "~/utils/analytics/clientAnalytics";
 
 const MyApp: AppType<{ session: Session | null }> = ({
   Component,
@@ -21,10 +21,22 @@ const MyApp: AppType<{ session: Session | null }> = ({
           name="viewport"
           content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=0"
         />
+        <meta name="og:title" content="OpenPipe: Open-Source Lab for LLMs" key="title" />
+        <meta
+          name="og:description"
+          content="OpenPipe is a powerful playground for quickly optimizing performance, cost, and speed across models."
+          key="description"
+        />
+        <meta name="og:image" content="/og.png" key="og-image" />
+        <meta property="og:image:height" content="630" />
+        <meta property="og:image:width" content="1200" />
+        <meta name="twitter:card" content="summary_large_image" />
+        <meta name="twitter:image" content="/og.png" />
       </Head>
       <SessionProvider session={session}>
         <SyncAppStore />
         <Favicon />
+        <SessionIdentifier />
         <ChakraThemeProvider>
           <QueryParamProvider adapter={NextAdapterApp}>
             <Component {...pageProps} />

src/pages/api/experiments/og-image.tsx

@@ -0,0 +1,81 @@
+import { ImageResponse } from "@vercel/og";
+import { type NextApiRequest, type NextApiResponse } from "next";
+
+export const config = {
+  runtime: "experimental-edge",
+};
+
+const inconsolataRegularFontP = fetch(
+  new URL("../../../../public/fonts/Inconsolata_SemiExpanded-Medium.ttf", import.meta.url),
+).then((res) => res.arrayBuffer());
+
+const OgImage = async (req: NextApiRequest, _res: NextApiResponse) => {
+  // @ts-expect-error - nextUrl is not defined on NextApiRequest for some reason
+  const searchParams = req.nextUrl?.searchParams as URLSearchParams;
+  const experimentLabel = searchParams.get("experimentLabel");
+  const variantsCount = searchParams.get("variantsCount");
+  const scenariosCount = searchParams.get("scenariosCount");
+
+  const inconsolataRegularFont = await inconsolataRegularFontP;
+
+  return new ImageResponse(
+    (
+      <div
+        style={{
+          width: "100%",
+          height: "100%",
+          display: "flex",
+          flexDirection: "column",
+          alignItems: "center",
+          justifyContent: "center",
+          fontSize: 48,
+          padding: "48px",
+          background: "white",
+          position: "relative",
+        }}
+      >
+        <div
+          style={{
+            position: "absolute",
+            top: 0,
+            left: 0,
+            display: "flex",
+            alignItems: "center",
+            padding: 48,
+          }}
+        >
+          {/* eslint-disable-next-line @next/next/no-img-element */}
+          <img
+            src="https://app.openpipe.ai/logo.svg"
+            alt="OpenPipe Logo"
+            height={100}
+            width={120}
+          />
+          <div style={{ marginLeft: 24, fontSize: 64, fontFamily: "Inconsolata" }}>OpenPipe</div>
+        </div>
+
+        <div style={{ display: "flex", fontSize: 72, marginTop: 108 }}>{experimentLabel}</div>
+        <div style={{ display: "flex", flexDirection: "column", marginTop: 36 }}>
+          <div style={{ display: "flex" }}>
+            <span style={{ width: 320 }}>Variants:</span> {variantsCount}
+          </div>
+          <div style={{ display: "flex", marginTop: 24 }}>
+            <span style={{ width: 320 }}>Scenarios:</span> {scenariosCount}
+          </div>
+        </div>
+      </div>
+    ),
+    {
+      fonts: [
+        {
+          name: "inconsolata",
+          data: inconsolataRegularFont,
+          style: "normal",
+          weight: 400,
+        },
+      ],
+    },
+  );
+};
+
+export default OgImage;

src/pages/api/sentry-example-api.js

@@ -0,0 +1,6 @@
+// A faulty API route to test Sentry's error monitoring
+// @ts-expect-error just a test file, don't care about types
+export default function handler(_req, res) {
+  throw new Error("Sentry Example API Route Error");
+  res.status(200).json({ name: "John Doe" });
+}

src/pages/data/[id].tsx

@@ -0,0 +1,99 @@
+import {
+  Box,
+  Breadcrumb,
+  BreadcrumbItem,
+  Center,
+  Flex,
+  Icon,
+  Input,
+  VStack,
+} from "@chakra-ui/react";
+import Link from "next/link";
+
+import { useRouter } from "next/router";
+import { useState, useEffect } from "react";
+import { RiDatabase2Line } from "react-icons/ri";
+import AppShell from "~/components/nav/AppShell";
+import { api } from "~/utils/api";
+import { useDataset, useHandledAsyncCallback } from "~/utils/hooks";
+import DatasetEntriesTable from "~/components/datasets/DatasetEntriesTable";
+import { DatasetHeaderButtons } from "~/components/datasets/DatasetHeaderButtons/DatasetHeaderButtons";
+
+export default function Dataset() {
+  const router = useRouter();
+  const utils = api.useContext();
+
+  const dataset = useDataset();
+  const datasetId = router.query.id as string;
+
+  const [name, setName] = useState(dataset.data?.name || "");
+  useEffect(() => {
+    setName(dataset.data?.name || "");
+  }, [dataset.data?.name]);
+
+  const updateMutation = api.datasets.update.useMutation();
+  const [onSaveName] = useHandledAsyncCallback(async () => {
+    if (name && name !== dataset.data?.name && dataset.data?.id) {
+      await updateMutation.mutateAsync({
+        id: dataset.data.id,
+        updates: { name: name },
+      });
+      await Promise.all([utils.datasets.list.invalidate(), utils.datasets.get.invalidate()]);
+    }
+  }, [updateMutation, dataset.data?.id, dataset.data?.name, name]);
+
+  if (!dataset.isLoading && !dataset.data) {
+    return (
+      <AppShell title="Dataset not found">
+        <Center h="100%">
+          <div>Dataset not found 😕</div>
+        </Center>
+      </AppShell>
+    );
+  }
+
+  return (
+    <AppShell title={dataset.data?.name}>
+      <VStack h="full">
+        <Flex
+          pl={4}
+          pr={8}
+          py={2}
+          w="full"
+          direction={{ base: "column", sm: "row" }}
+          alignItems={{ base: "flex-start", sm: "center" }}
+        >
+          <Breadcrumb flex={1} mt={1}>
+            <BreadcrumbItem>
+              <Link href="/data">
+                <Flex alignItems="center" _hover={{ textDecoration: "underline" }}>
+                  <Icon as={RiDatabase2Line} boxSize={4} mr={2} /> Datasets
+                </Flex>
+              </Link>
+            </BreadcrumbItem>
+            <BreadcrumbItem isCurrentPage>
+              <Input
+                size="sm"
+                value={name}
+                onChange={(e) => setName(e.target.value)}
+                onBlur={onSaveName}
+                borderWidth={1}
+                borderColor="transparent"
+                fontSize={16}
+                px={0}
+                minW={{ base: 100, lg: 300 }}
+                flex={1}
+                _hover={{ borderColor: "gray.300" }}
+                _focus={{ borderColor: "blue.500", outline: "none" }}
+              />
+            </BreadcrumbItem>
+          </Breadcrumb>
+          <DatasetHeaderButtons />
+        </Flex>
+        <Box w="full" overflowX="auto" flex={1} pl={4} pr={8} pt={8} pb={16}>
+          {datasetId && <DatasetEntriesTable />}
+        </Box>
+      </VStack>
+    </AppShell>
+  );
+}

src/pages/data/index.tsx

@@ -0,0 +1,83 @@
+import {
+  SimpleGrid,
+  Icon,
+  VStack,
+  Breadcrumb,
+  BreadcrumbItem,
+  Flex,
+  Center,
+  Text,
+  Link,
+  HStack,
+} from "@chakra-ui/react";
+import AppShell from "~/components/nav/AppShell";
+import { api } from "~/utils/api";
+import { signIn, useSession } from "next-auth/react";
+import { RiDatabase2Line } from "react-icons/ri";
+import {
+  DatasetCard,
+  DatasetCardSkeleton,
+  NewDatasetCard,
+} from "~/components/datasets/DatasetCard";
+
+export default function DatasetsPage() {
+  const datasets = api.datasets.list.useQuery();
+
+  const user = useSession().data;
+  const authLoading = useSession().status === "loading";
+
+  if (user === null || authLoading) {
+    return (
+      <AppShell title="Data">
+        <Center h="100%">
+          {!authLoading && (
+            <Text>
+              <Link
+                onClick={() => {
+                  signIn("github").catch(console.error);
+                }}
+                textDecor="underline"
+              >
+                Sign in
+              </Link>{" "}
+              to view or create new datasets!
+            </Text>
+          )}
+        </Center>
+      </AppShell>
+    );
+  }
+
+  return (
+    <AppShell title="Data">
+      <VStack alignItems={"flex-start"} px={4} py={2}>
+        <HStack minH={8} align="center" pt={2}>
+          <Breadcrumb flex={1}>
+            <BreadcrumbItem>
+              <Flex alignItems="center">
+                <Icon as={RiDatabase2Line} boxSize={4} mr={2} /> Datasets
+              </Flex>
+            </BreadcrumbItem>
+          </Breadcrumb>
+        </HStack>
+        <SimpleGrid w="full" columns={{ base: 1, md: 2, lg: 3, xl: 4 }} spacing={8} p="4">
+          <NewDatasetCard />
+          {datasets.data && !datasets.isLoading ? (
+            datasets?.data?.map((dataset) => (
+              <DatasetCard
+                key={dataset.id}
+                dataset={{ ...dataset, numEntries: dataset._count.datasetEntries }}
+              />
+            ))
+          ) : (
+            <>
+              <DatasetCardSkeleton />
+              <DatasetCardSkeleton />
+              <DatasetCardSkeleton />
+            </>
+          )}
+        </SimpleGrid>
+      </VStack>
+    </AppShell>
+  );
+}

src/pages/experiments/[id].tsx

@@ -21,14 +21,43 @@ import { api } from "~/utils/api";
 import { useExperiment, useHandledAsyncCallback } from "~/utils/hooks";
 import { useAppStore } from "~/state/store";
 import { useSyncVariantEditor } from "~/state/sync";
-import { HeaderButtons } from "~/components/experiments/HeaderButtons/HeaderButtons";
+import { ExperimentHeaderButtons } from "~/components/experiments/ExperimentHeaderButtons/ExperimentHeaderButtons";
+import Head from "next/head";
+
+// TODO: import less to fix deployment with server side props
+// export const getServerSideProps = async (context: GetServerSidePropsContext<{ id: string }>) => {
+//   const experimentId = context.params?.id as string;
+
+//   const helpers = createServerSideHelpers({
+//     router: appRouter,
+//     ctx: createInnerTRPCContext({ session: null }),
+//     transformer: superjson, // optional - adds superjson serialization
+//   });
+
+//   // prefetch query
+//   await helpers.experiments.stats.prefetch({ id: experimentId });
+
+//   return {
+//     props: {
+//       trpcState: helpers.dehydrate(),
+//     },
+//   };
+// };
 
 export default function Experiment() {
   const router = useRouter();
-  const experiment = useExperiment();
   const utils = api.useContext();
   useSyncVariantEditor();
 
+  const experiment = useExperiment();
+  const experimentStats = api.experiments.stats.useQuery(
+    { id: router.query.id as string },
+    {
+      enabled: !!router.query.id,
+    },
+  );
+  const stats = experimentStats.data;
+
   useEffect(() => {
     useAppStore.getState().sharedVariantEditor.loadMonaco().catch(console.error);
   });
@@ -62,53 +91,65 @@ export default function Experiment() {
   const canModify = experiment.data?.access.canModify ?? false;
 
   return (
-    <AppShell title={experiment.data?.label}>
+    <>
-      <VStack h="full">
+      {stats && (
-        <Flex
+        <Head>
-          px={4}
+          <meta property="og:title" content={stats.experimentLabel} key="title" />
-          py={2}
+          <meta
-          w="full"
+            property="og:image"
-          direction={{ base: "column", sm: "row" }}
+            content={`/api/experiments/og-image?experimentLabel=${stats.experimentLabel}&variantsCount=${stats.promptVariantCount}&scenariosCount=${stats.testScenarioCount}`}
-          alignItems={{ base: "flex-start", sm: "center" }}
+            key="og-image"
-        >
+          />
-          <Breadcrumb flex={1}>
+        </Head>
-            <BreadcrumbItem>
+      )}
-              <Link href="/experiments">
+      <AppShell title={experiment.data?.label}>
-                <Flex alignItems="center" _hover={{ textDecoration: "underline" }}>
+        <VStack h="full">
-                  <Icon as={RiFlaskLine} boxSize={4} mr={2} /> Experiments
+          <Flex
-                </Flex>
+            px={4}
-              </Link>
+            py={2}
-            </BreadcrumbItem>
+            w="full"
-            <BreadcrumbItem isCurrentPage>
+            direction={{ base: "column", sm: "row" }}
-              {canModify ? (
+            alignItems={{ base: "flex-start", sm: "center" }}
-                <Input
+          >
-                  size="sm"
+            <Breadcrumb flex={1}>
-                  value={label}
+              <BreadcrumbItem>
-                  onChange={(e) => setLabel(e.target.value)}
+                <Link href="/experiments">
-                  onBlur={onSaveLabel}
+                  <Flex alignItems="center" _hover={{ textDecoration: "underline" }}>
-                  borderWidth={1}
+                    <Icon as={RiFlaskLine} boxSize={4} mr={2} /> Experiments
-                  borderColor="transparent"
+                  </Flex>
-                  fontSize={16}
+                </Link>
-                  px={0}
+              </BreadcrumbItem>
-                  minW={{ base: 100, lg: 300 }}
+              <BreadcrumbItem isCurrentPage>
-                  flex={1}
+                {canModify ? (
-                  _hover={{ borderColor: "gray.300" }}
+                  <Input
-                  _focus={{ borderColor: "blue.500", outline: "none" }}
+                    size="sm"
-                />
+                    value={label}
-              ) : (
+                    onChange={(e) => setLabel(e.target.value)}
-                <Text fontSize={16} px={0} minW={{ base: 100, lg: 300 }} flex={1}>
+                    onBlur={onSaveLabel}
-                  {experiment.data?.label}
+                    borderWidth={1}
-                </Text>
+                    borderColor="transparent"
-              )}
+                    fontSize={16}
-            </BreadcrumbItem>
+                    px={0}
-          </Breadcrumb>
+                    minW={{ base: 100, lg: 300 }}
-          <HeaderButtons />
+                    flex={1}
-        </Flex>
+                    _hover={{ borderColor: "gray.300" }}
-        <ExperimentSettingsDrawer />
+                    _focus={{ borderColor: "blue.500", outline: "none" }}
-        <Box w="100%" overflowX="auto" flex={1}>
+                  />
-          <OutputsTable experimentId={router.query.id as string | undefined} />
+                ) : (
-        </Box>
+                  <Text fontSize={16} px={0} minW={{ base: 100, lg: 300 }} flex={1}>
-      </VStack>
+                    {experiment.data?.label}
-    </AppShell>
+                  </Text>
+                )}
+              </BreadcrumbItem>
+            </Breadcrumb>
+            <ExperimentHeaderButtons />
+          </Flex>
+          <ExperimentSettingsDrawer />
+          <Box w="100%" overflowX="auto" flex={1}>
+            <OutputsTable experimentId={router.query.id as string | undefined} />
+          </Box>
+        </VStack>
+      </AppShell>
+    </>
   );
 }

src/pages/sentry-example-page.js

@@ -0,0 +1,84 @@
+import Head from "next/head";
+import * as Sentry from "@sentry/nextjs";
+
+export default function Home() {
+  return (
+    <div>
+      <Head>
+        <title>Sentry Onboarding</title>
+        <meta name="description" content="Test Sentry for your Next.js app!" />
+      </Head>
+
+      <main
+        style={{
+          minHeight: "100vh",
+          display: "flex",
+          flexDirection: "column",
+          justifyContent: "center",
+          alignItems: "center",
+        }}
+      >
+        <h1 style={{ fontSize: "4rem", margin: "14px 0" }}>
+          <svg
+            style={{
+              height: "1em",
+            }}
+            xmlns="http://www.w3.org/2000/svg"
+            viewBox="0 0 200 44"
+          >
+            <path
+              fill="currentColor"
+              d="M124.32,28.28,109.56,9.22h-3.68V34.77h3.73V15.19l15.18,19.58h3.26V9.22h-3.73ZM87.15,23.54h13.23V20.22H87.14V12.53h14.93V9.21H83.34V34.77h18.92V31.45H87.14ZM71.59,20.3h0C66.44,19.06,65,18.08,65,15.7c0-2.14,1.89-3.59,4.71-3.59a12.06,12.06,0,0,1,7.07,2.55l2-2.83a14.1,14.1,0,0,0-9-3c-5.06,0-8.59,3-8.59,7.27,0,4.6,3,6.19,8.46,7.52C74.51,24.74,76,25.78,76,28.11s-2,3.77-5.09,3.77a12.34,12.34,0,0,1-8.3-3.26l-2.25,2.69a15.94,15.94,0,0,0,10.42,3.85c5.48,0,9-2.95,9-7.51C79.75,23.79,77.47,21.72,71.59,20.3ZM195.7,9.22l-7.69,12-7.64-12h-4.46L186,24.67V34.78h3.84V24.55L200,9.22Zm-64.63,3.46h8.37v22.1h3.84V12.68h8.37V9.22H131.08ZM169.41,24.8c3.86-1.07,6-3.77,6-7.63,0-4.91-3.59-8-9.38-8H154.67V34.76h3.8V25.58h6.45l6.48,9.2h4.44l-7-9.82Zm-10.95-2.5V12.6h7.17c3.74,0,5.88,1.77,5.88,4.84s-2.29,4.86-5.84,4.86Z M29,2.26a4.67,4.67,0,0,0-8,0L14.42,13.53A32.21,32.21,0,0,1,32.17,40.19H27.55A27.68,27.68,0,0,0,12.09,17.47L6,28a15.92,15.92,0,0,1,9.23,12.17H4.62A.76.76,0,0,1,4,39.06l2.94-5a10.74,10.74,0,0,0-3.36-1.9l-2.91,5a4.54,4.54,0,0,0,1.69,6.24A4.66,4.66,0,0,0,4.62,44H19.15a19.4,19.4,0,0,0-8-17.31l2.31-4A23.87,23.87,0,0,1,23.76,44H36.07a35.88,35.88,0,0,0-16.41-31.8l4.67-8a.77.77,0,0,1,1.05-.27c.53.29,20.29,34.77,20.66,35.17a.76.76,0,0,1-.68,1.13H40.6q.09,1.91,0,3.81h4.78A4.59,4.59,0,0,0,50,39.43a4.49,4.49,0,0,0-.62-2.28Z"
+            ></path>
+          </svg>
+        </h1>
+
+        <p>Get started by sending us a sample error:</p>
+        <button
+          type="button"
+          style={{
+            padding: "12px",
+            cursor: "pointer",
+            backgroundColor: "#AD6CAA",
+            borderRadius: "4px",
+            border: "none",
+            color: "white",
+            fontSize: "14px",
+            margin: "18px",
+          }}
+          onClick={async () => {
+            const transaction = Sentry.startTransaction({
+              name: "Example Frontend Transaction",
+            });
+
+            Sentry.configureScope((scope) => {
+              scope.setSpan(transaction);
+            });
+
+            try {
+              const res = await fetch("/api/sentry-example-api");
+              if (!res.ok) {
+                throw new Error("Sentry Example Frontend Error");
+              }
+            } finally {
+              transaction.finish();
+            }
+          }}
+        >
+          Throw error!
+        </button>
+
+        <p>
+          Next, look for the error on the{" "}
+          <a href="https://openpipe.sentry.io/issues/?project=4505642011394048">Issues Page</a>.
+        </p>
+        <p style={{ marginTop: "24px" }}>
+          For more information, see{" "}
+          <a href="https://docs.sentry.io/platforms/javascript/guides/nextjs/">
+            https://docs.sentry.io/platforms/javascript/guides/nextjs/
+          </a>
+        </p>
+      </main>
+    </div>
+  );
+}

src/pages/world-champs/index.tsx

@@ -0,0 +1,15 @@
+import { type GetServerSideProps } from "next";
+
+// eslint-disable-next-line @typescript-eslint/require-await
+export const getServerSideProps: GetServerSideProps = async () => {
+  return {
+    redirect: {
+      destination: "/world-champs/signup",
+      permanent: false,
+    },
+  };
+};
+
+export default function WorldChamps() {
+  return null;
+}

src/pages/world-champs/signup.tsx

@@ -0,0 +1,265 @@
+import {
+  Box,
+  type BoxProps,
+  Button,
+  DarkMode,
+  GlobalStyle,
+  HStack,
+  Heading,
+  Icon,
+  Link,
+  Table,
+  Tbody,
+  Td,
+  Text,
+  type TextProps,
+  Th,
+  Tr,
+  VStack,
+  useInterval,
+  Image,
+  Flex,
+} from "@chakra-ui/react";
+import { signIn, useSession } from "next-auth/react";
+import Head from "next/head";
+import { useCallback, useState } from "react";
+import { BsGithub } from "react-icons/bs";
+import UserMenu from "~/components/nav/UserMenu";
+import { api } from "~/utils/api";
+import dayjs from "~/utils/dayjs";
+import { useHandledAsyncCallback } from "~/utils/hooks";
+import GitHubButton from "react-github-btn";
+
+const TopNavbar = () => (
+  <HStack px={4} py={2} align="center" justify="center">
+    <HStack
+      as={Link}
+      href="/"
+      _hover={{ textDecoration: "none" }}
+      spacing={0}
+      py={2}
+      pr={16}
+      flex={1}
+      sx={{
+        ".widget": {
+          display: "block",
+        },
+      }}
+    >
+      <Image src="/logo.svg" alt="" boxSize={6} mr={4} />
+      <Heading size="md" fontFamily="inconsolata, monospace">
+        OpenPipe
+      </Heading>
+    </HStack>
+    <Box pt="6px">
+      <GitHubButton
+        href="https://github.com/openpipe/openpipe"
+        data-color-scheme="no-preference: dark; light: dark; dark: dark;"
+        data-size="large"
+        aria-label="Follow @openpipe on GitHub"
+      >
+        Github
+      </GitHubButton>
+    </Box>
+  </HStack>
+);
+
+// Shows how long until the competition starts. Refreshes every second
+function CountdownTimer(props: { date: Date } & TextProps) {
+  const [now, setNow] = useState(dayjs());
+
+  useInterval(() => {
+    setNow(dayjs());
+  }, 1000);
+
+  const { date, ...rest } = props;
+
+  const kickoff = dayjs(date);
+  const diff = kickoff.diff(now, "second");
+  const days = Math.floor(diff / 86400);
+  const hours = Math.floor((diff % 86400) / 3600);
+  const minutes = Math.floor((diff % 3600) / 60);
+  const seconds = Math.floor(diff % 60);
+
+  return (
+    <Text {...rest} suppressHydrationWarning>
+      <Text as="span" fontWeight="bold">
+        Kickoff in
+      </Text>{" "}
+      {days}d {hours}h {minutes}m {seconds}s
+    </Text>
+  );
+}
+
+function ApplicationStatus(props: BoxProps) {
+  const user = useSession().data;
+  const entrant = api.worldChamps.userStatus.useQuery().data;
+  const applyMutation = api.worldChamps.apply.useMutation();
+
+  const utils = api.useContext();
+
+  const [onSignIn] = useHandledAsyncCallback(async () => {
+    await signIn("github");
+  }, []);
+
+  const [onApply] = useHandledAsyncCallback(async () => {
+    await applyMutation.mutateAsync();
+    await utils.worldChamps.userStatus.invalidate();
+  }, []);
+
+  const Wrapper = useCallback(
+    (wrapperProps: BoxProps) => (
+      <Box {...props} {...wrapperProps} minH="120px" alignItems="center" justifyItems="center" />
+    ),
+    [props],
+  );
+
+  if (user === null) {
+    return (
+      <Wrapper>
+        <Button onClick={onSignIn} colorScheme="orange" leftIcon={<Icon as={BsGithub} />}>
+          Connect GitHub to apply
+        </Button>
+      </Wrapper>
+    );
+  } else if (user) {
+    return (
+      <Wrapper>
+        <Flex flexDirection={{ base: "column", md: "row" }} alignItems="center">
+          <UserMenu
+            user={user}
+            borderRadius={2}
+            borderColor={"gray.700"}
+            borderWidth={1}
+            pr={6}
+            mr={{ base: 0, md: 8 }}
+            mb={{ base: 8, md: 0 }}
+          />
+          <Box flex={1}>
+            {entrant?.approved ? (
+              <Text fontSize="sm">
+                You're accepted! We'll send you more details before August 14th.
+              </Text>
+            ) : entrant ? (
+              <Text fontSize="sm">
+                ✅ Application submitted successfully. We'll notify you by email before August 14th.{" "}
+                <Link
+                  href="https://github.com/openpipe/openpipe"
+                  isExternal
+                  textDecor="underline"
+                  fontWeight="bold"
+                >
+                  Star our Github ⭐
+                </Link>{" "}
+                for updates while you wait!
+              </Text>
+            ) : (
+              <Button onClick={onApply} colorScheme="orange">
+                Apply to compete
+              </Button>
+            )}
+          </Box>
+        </Flex>
+      </Wrapper>
+    );
+  }
+
+  return <Wrapper />;
+}
+
+export default function Signup() {
+  return (
+    <DarkMode>
+      <GlobalStyle />
+
+      <Head>
+        <title>🏆 Prompt Engineering World Championships</title>
+        <meta property="og:title" content="🏆 Prompt Engineering World Championships" key="title" />
+        <meta
+          property="og:description"
+          content="Think you have what it takes to be the best? Compete with the world's top prompt engineers and see where you rank!"
+          key="description"
+        />
+      </Head>
+
+      <Box color="gray.200" minH="100vh" w="full">
+        <TopNavbar />
+        <VStack mx="auto" py={24} maxW="2xl" px={4} align="center" fontSize="lg">
+          <Heading size="lg" textAlign="center">
+            🏆 Prompt Engineering World Championships
+          </Heading>
+          <CountdownTimer
+            date={new Date("2023-08-14T00:00:00Z")}
+            fontSize="2xl"
+            alignSelf="center"
+            color="gray.500"
+          />
+
+          <ApplicationStatus py={8} alignSelf="center" />
+
+          <Text fontSize="lg" textAlign="left">
+            Think you have what it takes to be the best? Compete with the world's top prompt
+            engineers and see where you rank!
+          </Text>
+
+          <Heading size="lg" pt={12} alignSelf="left">
+            Event Details
+          </Heading>
+          <Table variant="simple">
+            <Tbody
+              sx={{
+                th: {
+                  base: { px: 0 },
+                  md: { px: 6 },
+                },
+              }}
+            >
+              <Tr>
+                <Th>Kickoff</Th>
+                <Td>August 14</Td>
+              </Tr>
+              <Tr>
+                <Th>Prize</Th>
+                <Td>$15,000 grand prize + smaller category prizes.</Td>
+              </Tr>
+              <Tr>
+                <Th>Events</Th>
+                <Td>
+                  Optimize prompts for multiple tasks selected from academic benchmarks and
+                  real-world applications.
+                </Td>
+              </Tr>
+              <Tr>
+                <Th>Models</Th>
+                <Td>Separate "weight classes" for GPT 3.5, Claude Instant, and Llama 2.</Td>
+              </Tr>
+              <Tr>
+                <Th>Qualifications</Th>
+                <Td>Open to entrants with any level of experience.</Td>
+              </Tr>
+              <Tr>
+                <Th>Certificates</Th>
+                <Td>Certificate of mastery for all qualifying participants.</Td>
+              </Tr>
+              <Tr>
+                <Th>Cost</Th>
+                <Td>
+                  <strong>Free</strong>. We'll cover your inference budget.
+                </Td>
+              </Tr>
+              <Tr>
+                <Th>Questions?</Th>
+                <Td>
+                  <Link href="mailto:world-champs@openpipe.ai" textDecor="underline">
+                    Email us
+                  </Link>{" "}
+                  with any follow-up questions!
+                </Td>
+              </Tr>
+            </Tbody>
+          </Table>
+        </VStack>
+      </Box>
+    </DarkMode>
+  );
+}

src/promptConstructor/format.test.ts

@@ -1,5 +1,5 @@
 import { expect, test } from "vitest";
-import { stripTypes } from "./formatPromptConstructor";
+import { stripTypes } from "./format";
 
 test("stripTypes", () => {
   expect(stripTypes(`const foo: string = "bar";`)).toBe(`const foo = "bar";`);

src/promptConstructor/migrate.test.ts

@@ -1,10 +1,10 @@
 import "dotenv/config";
 import dedent from "dedent";
 import { expect, test } from "vitest";
-import { migrate1to2 } from "./migrateConstructFns";
+import { migrate1to2, migrate2to3 } from "./migrate";
 
 test("migrate1to2", () => {
-  const constructFn = dedent`
+  const promptConstructor = dedent`
   // Test comment
 
   prompt = {
@@ -18,7 +18,7 @@ test("migrate1to2", () => {
   }
   `;
 
-  const migrated = migrate1to2(constructFn);
+  const migrated = migrate1to2(promptConstructor);
   expect(migrated).toBe(dedent`
     // Test comment
     
@@ -32,14 +32,25 @@ test("migrate1to2", () => {
       ]
     })
   `);
-
+});
-  // console.log(
+
-  //   migrateConstructFn(dedent`definePrompt(
+test("migrate2to3", () => {
-  //   "openai/ChatCompletion",
+  const promptConstructor = dedent`
-  //   {
+  // Test comment
-  //     model: 'gpt-3.5-turbo-0613',
+
-  //     messages: []
+  definePrompt("anthropic", {
-  //   }
+    model: "claude-2.0",
-  // )`),
+    prompt: "What is the capital of China?"
-  // );
+  })
+  `;
+
+  const migrated = migrate2to3(promptConstructor);
+  expect(migrated).toBe(dedent`
+    // Test comment
+    
+    definePrompt("anthropic/completion", {
+      model: "claude-2.0",
+      prompt: "What is the capital of China?"
+    })
+  `);
 });

src/promptConstructor/migrate.ts

@@ -0,0 +1,125 @@
+import "dotenv/config";
+import * as recast from "recast";
+import { type ASTNode } from "ast-types";
+import { fileURLToPath } from "url";
+import parsePromptConstructor from "./parse";
+import { prisma } from "~/server/db";
+import { promptConstructorVersion } from "./version";
+const { builders: b } = recast.types;
+
+export const migrate1to2 = (fnBody: string): string => {
+  const ast: ASTNode = recast.parse(fnBody);
+
+  recast.visit(ast, {
+    visitAssignmentExpression(path) {
+      const node = path.node;
+      if ("name" in node.left && node.left.name === "prompt") {
+        const functionCall = b.callExpression(b.identifier("definePrompt"), [
+          b.literal("openai/ChatCompletion"),
+          node.right,
+        ]);
+        path.replace(functionCall);
+      }
+      return false;
+    },
+  });
+
+  return recast.print(ast).code;
+};
+
+export const migrate2to3 = (fnBody: string): string => {
+  const ast: ASTNode = recast.parse(fnBody);
+
+  recast.visit(ast, {
+    visitCallExpression(path) {
+      const node = path.node;
+
+      // Check if the function being called is 'definePrompt'
+      if (
+        recast.types.namedTypes.Identifier.check(node.callee) &&
+        node.callee.name === "definePrompt" &&
+        node.arguments.length > 0 &&
+        recast.types.namedTypes.Literal.check(node.arguments[0]) &&
+        node.arguments[0].value === "anthropic"
+      ) {
+        node.arguments[0].value = "anthropic/completion";
+      }
+
+      return false;
+    },
+  });
+
+  return recast.print(ast).code;
+};
+
+const migrations: Record<number, (fnBody: string) => string> = {
+  2: migrate1to2,
+  3: migrate2to3,
+};
+
+const applyMigrations = (
+  promptConstructor: string,
+  currentVersion: number,
+  targetVersion: number,
+) => {
+  let migratedFn = promptConstructor;
+
+  for (let v = currentVersion + 1; v <= targetVersion; v++) {
+    const migrationFn = migrations[v];
+    if (migrationFn) {
+      migratedFn = migrationFn(migratedFn);
+    }
+  }
+
+  return migratedFn;
+};
+
+export default async function migrateConstructFns(targetVersion: number) {
+  const prompts = await prisma.promptVariant.findMany({
+    where: { promptConstructorVersion: { lt: targetVersion } },
+  });
+  console.log(`Migrating ${prompts.length} prompts to version ${targetVersion}`);
+  await Promise.all(
+    prompts.map(async (variant) => {
+      const currentVersion = variant.promptConstructorVersion;
+
+      try {
+        const migratedFn = applyMigrations(
+          variant.promptConstructor,
+          currentVersion,
+          targetVersion,
+        );
+
+        const parsedFn = await parsePromptConstructor(migratedFn);
+        if ("error" in parsedFn) {
+          throw new Error(parsedFn.error);
+        }
+        await prisma.promptVariant.update({
+          where: {
+            id: variant.id,
+          },
+          data: {
+            promptConstructor: migratedFn,
+            promptConstructorVersion: targetVersion,
+            modelProvider: parsedFn.modelProvider,
+            model: parsedFn.model,
+          },
+        });
+      } catch (e) {
+        console.error("Error migrating promptConstructor for variant", variant.id, e);
+      }
+    }),
+  );
+}
+
+// If we're running this file directly, run the migration to the latest version
+if (process.argv.at(-1) === fileURLToPath(import.meta.url)) {
+  const latestVersion = Math.max(...Object.keys(migrations).map(Number));
+  if (latestVersion !== promptConstructorVersion) {
+    throw new Error(
+      `The latest migration is ${latestVersion}, but the promptConstructorVersion is ${promptConstructorVersion}`,
+    );
+  }
+  await migrateConstructFns(promptConstructorVersion);
+  console.log("Done");
+}

src/promptConstructor/parse.test.ts

@@ -1,11 +1,11 @@
 import { expect, test } from "vitest";
-import parseConstructFn from "./parseConstructFn";
+import parsePromptConstructor from "./parse";
 import assert from "assert";
 
 // Note: this has to be run with `vitest --no-threads` option or else
 // isolated-vm seems to throw errors
-test("parseConstructFn", async () => {
+test("parsePromptConstructor", async () => {
-  const constructed = await parseConstructFn(
+  const constructed = await parsePromptConstructor(
     `
     // These sometimes have a comment
 
@@ -38,7 +38,7 @@ test("parseConstructFn", async () => {
 });
 
 test("bad syntax", async () => {
-  const parsed = await parseConstructFn(`definePrompt("openai/ChatCompletion", {`);
+  const parsed = await parsePromptConstructor(`definePrompt("openai/ChatCompletion", {`);
 
   assert("error" in parsed);
   expect(parsed.error).toContain("Unexpected end of input");

src/promptConstructor/parse.ts

@@ -4,7 +4,7 @@ import { isObject, isString } from "lodash-es";
 import { type JsonObject } from "type-fest";
 import { validate } from "jsonschema";
 
-export type ParsedConstructFn<T extends keyof typeof modelProviders> = {
+export type ParsedPromptConstructor<T extends keyof typeof modelProviders> = {
   modelProvider: T;
   model: keyof (typeof modelProviders)[T]["models"];
   modelInput: Parameters<(typeof modelProviders)[T]["getModel"]>[0];
@@ -12,12 +12,12 @@ export type ParsedConstructFn<T extends keyof typeof modelProviders> = {
 
 const isolate = new ivm.Isolate({ memoryLimit: 128 });
 
-export default async function parseConstructFn(
+export default async function parsePromptConstructor(
-  constructFn: string,
+  promptConstructor: string,
   scenario: JsonObject | undefined = {},
-): Promise<ParsedConstructFn<keyof typeof modelProviders> | { error: string }> {
+): Promise<ParsedPromptConstructor<keyof typeof modelProviders> | { error: string }> {
   try {
-    const modifiedConstructFn = constructFn.replace(
+    const modifiedConstructFn = promptConstructor.replace(
       "definePrompt(",
       "global.prompt = definePrompt(",
     );

src/promptConstructor/version.ts

@@ -0,0 +1 @@
+export const promptConstructorVersion = 3;

src/server/api/autogenerate/autogenerateDatasetEntries.ts

@@ -0,0 +1,108 @@
+import { type ChatCompletion } from "openai/resources/chat";
+import { openai } from "../../utils/openai";
+import { isAxiosError } from "./utils";
+import { type APIResponse } from "openai/core";
+import { sleep } from "~/server/utils/sleep";
+
+const MAX_AUTO_RETRIES = 50;
+const MIN_DELAY = 500; // milliseconds
+const MAX_DELAY = 15000; // milliseconds
+
+function calculateDelay(numPreviousTries: number): number {
+  const baseDelay = Math.min(MAX_DELAY, MIN_DELAY * Math.pow(2, numPreviousTries));
+  const jitter = Math.random() * baseDelay;
+  return baseDelay + jitter;
+}
+
+const getCompletionWithBackoff = async (
+  getCompletion: () => Promise<APIResponse<ChatCompletion>>,
+) => {
+  let completion;
+  let tries = 0;
+  while (tries < MAX_AUTO_RETRIES) {
+    try {
+      completion = await getCompletion();
+      break;
+    } catch (e) {
+      if (isAxiosError(e)) {
+        console.error(e?.response?.data?.error?.message);
+      } else {
+        await sleep(calculateDelay(tries));
+        console.error(e);
+      }
+    }
+    tries++;
+  }
+  return completion;
+};
+// TODO: Add seeds to ensure batches don't contain duplicate data
+const MAX_BATCH_SIZE = 5;
+
+export const autogenerateDatasetEntries = async (
+  numToGenerate: number,
+  inputDescription: string,
+  outputDescription: string,
+): Promise<{ input: string; output: string }[]> => {
+  const batchSizes = Array.from({ length: Math.ceil(numToGenerate / MAX_BATCH_SIZE) }, (_, i) =>
+    i === Math.ceil(numToGenerate / MAX_BATCH_SIZE) - 1 && numToGenerate % MAX_BATCH_SIZE
+      ? numToGenerate % MAX_BATCH_SIZE
+      : MAX_BATCH_SIZE,
+  );
+
+  const getCompletion = (batchSize: number) =>
+    openai.chat.completions.create({
+      model: "gpt-4",
+      messages: [
+        {
+          role: "system",
+          content: `The user needs ${batchSize} rows of data, each with an input and an output.\n---\n The input should follow these requirements: ${inputDescription}\n---\n The output should follow these requirements: ${outputDescription}`,
+        },
+      ],
+      functions: [
+        {
+          name: "add_list_of_data",
+          description: "Add a list of data to the database",
+          parameters: {
+            type: "object",
+            properties: {
+              rows: {
+                type: "array",
+                description: "The rows of data that match the description",
+                items: {
+                  type: "object",
+                  properties: {
+                    input: {
+                      type: "string",
+                      description: "The input for this row",
+                    },
+                    output: {
+                      type: "string",
+                      description: "The output for this row",
+                    },
+                  },
+                },
+              },
+            },
+          },
+        },
+      ],
+
+      function_call: { name: "add_list_of_data" },
+      temperature: 0.5,
+    });
+
+  const completionCallbacks = batchSizes.map((batchSize) =>
+    getCompletionWithBackoff(() => getCompletion(batchSize)),
+  );
+
+  const completions = await Promise.all(completionCallbacks);
+
+  const rows = completions.flatMap((completion) => {
+    const parsed = JSON.parse(
+      completion?.choices[0]?.message?.function_call?.arguments ?? "{rows: []}",
+    ) as { rows: { input: string; output: string }[] };
+    return parsed.rows;
+  });
+
+  return rows;
+};

src/server/api/autogenerate/autogenerateScenarioValues.ts

@@ -1,26 +1,9 @@
 import { type CompletionCreateParams } from "openai/resources/chat";
-import { prisma } from "../db";
+import { prisma } from "../../db";
-import { openai } from "../utils/openai";
+import { openai } from "../../utils/openai";
 import { pick } from "lodash-es";
+import { isAxiosError } from "./utils";
 
-type AxiosError = {
-  response?: {
-    data?: {
-      error?: {
-        message?: string;
-      };
-    };
-  };
-};
-
-function isAxiosError(error: unknown): error is AxiosError {
-  if (typeof error === "object" && error !== null) {
-    // Initial check
-    const err = error as AxiosError;
-    return err.response?.data?.error?.message !== undefined; // Check structure
-  }
-  return false;
-}
 export const autogenerateScenarioValues = async (
   experimentId: string,
 ): Promise<Record<string, string>> => {
@@ -68,7 +51,7 @@ export const autogenerateScenarioValues = async (
 
   messages.push({
     role: "user",
-    content: `Prompt constructor function:\n---\n${prompt.constructFn}`,
+    content: `Prompt constructor function:\n---\n${prompt.promptConstructor}`,
   });
 
   existingScenarios

src/server/api/autogenerate/utils.ts

@@ -0,0 +1,18 @@
+type AxiosError = {
+  response?: {
+    data?: {
+      error?: {
+        message?: string;
+      };
+    };
+  };
+};
+
+export function isAxiosError(error: unknown): error is AxiosError {
+  if (typeof error === "object" && error !== null) {
+    // Initial check
+    const err = error as AxiosError;
+    return err.response?.data?.error?.message !== undefined; // Check structure
+  }
+  return false;
+}

src/server/api/root.router.ts

@@ -5,6 +5,9 @@ import { scenariosRouter } from "./routers/scenarios.router";
 import { scenarioVariantCellsRouter } from "./routers/scenarioVariantCells.router";
 import { templateVarsRouter } from "./routers/templateVariables.router";
 import { evaluationsRouter } from "./routers/evaluations.router";
+import { worldChampsRouter } from "./routers/worldChamps.router";
+import { datasetsRouter } from "./routers/datasets.router";
+import { datasetEntries } from "./routers/datasetEntries.router";
 
 /**
  * This is the primary router for your server.
@@ -18,6 +21,9 @@ export const appRouter = createTRPCRouter({
   scenarioVariantCells: scenarioVariantCellsRouter,
   templateVars: templateVarsRouter,
   evaluations: evaluationsRouter,
+  worldChamps: worldChampsRouter,
+  datasets: datasetsRouter,
+  datasetEntries: datasetEntries,
 });
 
 // export type definition of API

src/server/api/routers/datasetEntries.router.ts

@@ -0,0 +1,149 @@
+import { z } from "zod";
+import { createTRPCRouter, protectedProcedure } from "~/server/api/trpc";
+import { prisma } from "~/server/db";
+import { requireCanModifyDataset, requireCanViewDataset } from "~/utils/accessControl";
+import { autogenerateDatasetEntries } from "../autogenerate/autogenerateDatasetEntries";
+
+const PAGE_SIZE = 10;
+
+export const datasetEntries = createTRPCRouter({
+  list: protectedProcedure
+    .input(z.object({ datasetId: z.string(), page: z.number() }))
+    .query(async ({ input, ctx }) => {
+      await requireCanViewDataset(input.datasetId, ctx);
+
+      const { datasetId, page } = input;
+
+      const entries = await prisma.datasetEntry.findMany({
+        where: {
+          datasetId,
+        },
+        orderBy: { createdAt: "desc" },
+        skip: (page - 1) * PAGE_SIZE,
+        take: PAGE_SIZE,
+      });
+
+      const count = await prisma.datasetEntry.count({
+        where: {
+          datasetId,
+        },
+      });
+
+      return {
+        entries,
+        startIndex: (page - 1) * PAGE_SIZE + 1,
+        lastPage: Math.ceil(count / PAGE_SIZE),
+        count,
+      };
+    }),
+  createOne: protectedProcedure
+    .input(
+      z.object({
+        datasetId: z.string(),
+        input: z.string(),
+        output: z.string().optional(),
+      }),
+    )
+    .mutation(async ({ input, ctx }) => {
+      await requireCanModifyDataset(input.datasetId, ctx);
+
+      return await prisma.datasetEntry.create({
+        data: {
+          datasetId: input.datasetId,
+          input: input.input,
+          output: input.output,
+        },
+      });
+    }),
+
+  autogenerateEntries: protectedProcedure
+    .input(
+      z.object({
+        datasetId: z.string(),
+        numToGenerate: z.number(),
+        inputDescription: z.string(),
+        outputDescription: z.string(),
+      }),
+    )
+    .mutation(async ({ input, ctx }) => {
+      await requireCanModifyDataset(input.datasetId, ctx);
+
+      const dataset = await prisma.dataset.findUnique({
+        where: {
+          id: input.datasetId,
+        },
+      });
+
+      if (!dataset) {
+        throw new Error(`Dataset with id ${input.datasetId} does not exist`);
+      }
+
+      const entries = await autogenerateDatasetEntries(
+        input.numToGenerate,
+        input.inputDescription,
+        input.outputDescription,
+      );
+
+      const createdEntries = await prisma.datasetEntry.createMany({
+        data: entries.map((entry) => ({
+          datasetId: input.datasetId,
+          input: entry.input,
+          output: entry.output,
+        })),
+      });
+
+      return createdEntries;
+    }),
+
+  delete: protectedProcedure
+    .input(z.object({ id: z.string() }))
+    .mutation(async ({ input, ctx }) => {
+      const datasetId = (
+        await prisma.datasetEntry.findUniqueOrThrow({
+          where: { id: input.id },
+        })
+      ).datasetId;
+
+      await requireCanModifyDataset(datasetId, ctx);
+
+      return await prisma.datasetEntry.delete({
+        where: {
+          id: input.id,
+        },
+      });
+    }),
+
+  update: protectedProcedure
+    .input(
+      z.object({
+        id: z.string(),
+        updates: z.object({
+          input: z.string(),
+          output: z.string().optional(),
+        }),
+      }),
+    )
+    .mutation(async ({ input, ctx }) => {
+      const existing = await prisma.datasetEntry.findUnique({
+        where: {
+          id: input.id,
+        },
+      });
+
+      if (!existing) {
+        throw new Error(`dataEntry with id ${input.id} does not exist`);
+      }
+
+      await requireCanModifyDataset(existing.datasetId, ctx);
+
+      return await prisma.datasetEntry.update({
+        where: {
+          id: input.id,
+        },
+        data: {
+          input: input.updates.input,
+          output: input.updates.output,
+        },
+      });
+    }),
+});

src/server/api/routers/datasets.router.ts

@@ -0,0 +1,91 @@
+import { z } from "zod";
+import { createTRPCRouter, protectedProcedure, publicProcedure } from "~/server/api/trpc";
+import { prisma } from "~/server/db";
+import {
+  requireCanModifyDataset,
+  requireCanViewDataset,
+  requireNothing,
+} from "~/utils/accessControl";
+import userOrg from "~/server/utils/userOrg";
+
+export const datasetsRouter = createTRPCRouter({
+  list: protectedProcedure.query(async ({ ctx }) => {
+    // Anyone can list experiments
+    requireNothing(ctx);
+
+    const datasets = await prisma.dataset.findMany({
+      where: {
+        organization: {
+          organizationUsers: {
+            some: { userId: ctx.session.user.id },
+          },
+        },
+      },
+      orderBy: {
+        createdAt: "desc",
+      },
+      include: {
+        _count: {
+          select: { datasetEntries: true },
+        },
+      },
+    });
+
+    return datasets;
+  }),
+
+  get: publicProcedure.input(z.object({ id: z.string() })).query(async ({ input, ctx }) => {
+    await requireCanViewDataset(input.id, ctx);
+    return await prisma.dataset.findFirstOrThrow({
+      where: { id: input.id },
+    });
+  }),
+
+  create: protectedProcedure.input(z.object({})).mutation(async ({ ctx }) => {
+    // Anyone can create an experiment
+    requireNothing(ctx);
+
+    const numDatasets = await prisma.dataset.count({
+      where: {
+        organization: {
+          organizationUsers: {
+            some: { userId: ctx.session.user.id },
+          },
+        },
+      },
+    });
+
+    return await prisma.dataset.create({
+      data: {
+        name: `Dataset ${numDatasets + 1}`,
+        organizationId: (await userOrg(ctx.session.user.id)).id,
+      },
+    });
+  }),
+
+  update: protectedProcedure
+    .input(z.object({ id: z.string(), updates: z.object({ name: z.string() }) }))
+    .mutation(async ({ input, ctx }) => {
+      await requireCanModifyDataset(input.id, ctx);
+      return await prisma.dataset.update({
+        where: {
+          id: input.id,
+        },
+        data: {
+          name: input.updates.name,
+        },
+      });
+    }),
+
+  delete: protectedProcedure
+    .input(z.object({ id: z.string() }))
+    .mutation(async ({ input, ctx }) => {
+      await requireCanModifyDataset(input.id, ctx);
+
+      await prisma.dataset.delete({
+        where: {
+          id: input.id,
+        },
+      });
+    }),
+});

src/server/api/routers/evaluations.router.ts

@@ -2,7 +2,7 @@ import { EvalType } from "@prisma/client";
 import { z } from "zod";
 import { createTRPCRouter, protectedProcedure, publicProcedure } from "~/server/api/trpc";
 import { prisma } from "~/server/db";
-import { runAllEvals } from "~/server/utils/evaluations";
+import { queueRunNewEval } from "~/server/tasks/runNewEval.task";
 import { requireCanModifyExperiment, requireCanViewExperiment } from "~/utils/accessControl";
 
 export const evaluationsRouter = createTRPCRouter({
@@ -40,9 +40,7 @@ export const evaluationsRouter = createTRPCRouter({
         },
       });
 
-      // TODO: this may be a bad UX for slow evals (eg. GPT-4 evals) Maybe need
+      await queueRunNewEval(input.experimentId);
-      // to kick off a background job or something instead
-      await runAllEvals(input.experimentId);
     }),
 
   update: protectedProcedure
@@ -78,7 +76,7 @@ export const evaluationsRouter = createTRPCRouter({
       });
       // Re-run all evals. Other eval results will already be cached, so this
       // should only re-run the updated one.
-      await runAllEvals(evaluation.experimentId);
+      await queueRunNewEval(experimentId);
     }),
 
   delete: protectedProcedure

src/server/api/routers/experiments.router.ts

@@ -13,8 +13,36 @@ import {
 } from "~/utils/accessControl";
 import userOrg from "~/server/utils/userOrg";
 import generateTypes from "~/modelProviders/generateTypes";
+import { promptConstructorVersion } from "~/promptConstructor/version";
 
 export const experimentsRouter = createTRPCRouter({
+  stats: publicProcedure.input(z.object({ id: z.string() })).query(async ({ input, ctx }) => {
+    await requireCanViewExperiment(input.id, ctx);
+
+    const [experiment, promptVariantCount, testScenarioCount] = await prisma.$transaction([
+      prisma.experiment.findFirstOrThrow({
+        where: { id: input.id },
+      }),
+      prisma.promptVariant.count({
+        where: {
+          experimentId: input.id,
+          visible: true,
+        },
+      }),
+      prisma.testScenario.count({
+        where: {
+          experimentId: input.id,
+          visible: true,
+        },
+      }),
+    ]);
+
+    return {
+      experimentLabel: experiment.label,
+      promptVariantCount,
+      testScenarioCount,
+    };
+  }),
   list: protectedProcedure.query(async ({ ctx }) => {
     // Anyone can list experiments
     requireNothing(ctx);
@@ -118,7 +146,7 @@ export const experimentsRouter = createTRPCRouter({
           },
         },
         include: {
-          modelOutput: {
+          modelResponses: {
             include: {
               outputEvaluations: true,
             },
@@ -177,11 +205,11 @@ export const experimentsRouter = createTRPCRouter({
     }
 
     const cellsToCreate: Prisma.ScenarioVariantCellCreateManyInput[] = [];
-    const modelOutputsToCreate: Prisma.ModelOutputCreateManyInput[] = [];
+    const modelResponsesToCreate: Prisma.ModelResponseCreateManyInput[] = [];
     const outputEvaluationsToCreate: Prisma.OutputEvaluationCreateManyInput[] = [];
     for (const cell of existingCells) {
       const newCellId = uuidv4();
-      const { modelOutput, ...cellData } = cell;
+      const { modelResponses, ...cellData } = cell;
       cellsToCreate.push({
         ...cellData,
         id: newCellId,
@@ -189,20 +217,20 @@ export const experimentsRouter = createTRPCRouter({
         testScenarioId: existingToNewScenarioIds.get(cell.testScenarioId) ?? "",
         prompt: (cell.prompt as Prisma.InputJsonValue) ?? undefined,
       });
-      if (modelOutput) {
+      for (const modelResponse of modelResponses) {
-        const newModelOutputId = uuidv4();
+        const newModelResponseId = uuidv4();
-        const { outputEvaluations, ...modelOutputData } = modelOutput;
+        const { outputEvaluations, ...modelResponseData } = modelResponse;
-        modelOutputsToCreate.push({
+        modelResponsesToCreate.push({
-          ...modelOutputData,
+          ...modelResponseData,
-          id: newModelOutputId,
+          id: newModelResponseId,
           scenarioVariantCellId: newCellId,
-          output: (modelOutput.output as Prisma.InputJsonValue) ?? undefined,
+          output: (modelResponse.output as Prisma.InputJsonValue) ?? undefined,
         });
         for (const evaluation of outputEvaluations) {
           outputEvaluationsToCreate.push({
             ...evaluation,
             id: uuidv4(),
-            modelOutputId: newModelOutputId,
+            modelResponseId: newModelResponseId,
             evaluationId: existingToNewEvaluationIds.get(evaluation.evaluationId) ?? "",
           });
         }
@@ -245,8 +273,8 @@ export const experimentsRouter = createTRPCRouter({
       prisma.scenarioVariantCell.createMany({
         data: cellsToCreate,
       }),
-      prisma.modelOutput.createMany({
+      prisma.modelResponse.createMany({
-        data: modelOutputsToCreate,
+        data: modelResponsesToCreate,
       }),
       prisma.evaluation.createMany({
         data: evaluationsToCreate,
@@ -266,12 +294,15 @@ export const experimentsRouter = createTRPCRouter({
     // Anyone can create an experiment
     requireNothing(ctx);
 
+    const organizationId = (await userOrg(ctx.session.user.id)).id;
+
     const maxSortIndex =
       (
         await prisma.experiment.aggregate({
           _max: {
             sortIndex: true,
           },
+          where: { organizationId },
         })
       )._max?.sortIndex ?? 0;
 
@@ -279,7 +310,7 @@ export const experimentsRouter = createTRPCRouter({
       data: {
         sortIndex: maxSortIndex + 1,
         label: `Experiment ${maxSortIndex + 1}`,
-        organizationId: (await userOrg(ctx.session.user.id)).id,
+        organizationId,
       },
     });
 
@@ -291,7 +322,7 @@ export const experimentsRouter = createTRPCRouter({
           sortIndex: 0,
           // The interpolated $ is necessary until dedent incorporates
           // https://github.com/dmnd/dedent/pull/46
-          constructFn: dedent`
+          promptConstructor: dedent`
           /**
            * Use Javascript to define an OpenAI chat completion
            * (https://platform.openai.com/docs/api-reference/chat/create).
@@ -312,7 +343,7 @@ export const experimentsRouter = createTRPCRouter({
           });`,
           model: "gpt-3.5-turbo-0613",
           modelProvider: "openai/ChatCompletion",
-          constructFnVersion: 2,
+          promptConstructorVersion,
         },
       }),
       prisma.templateVariable.create({

src/server/api/routers/promptVariants.router.ts

@@ -1,6 +1,7 @@
 import { z } from "zod";
 import { createTRPCRouter, protectedProcedure, publicProcedure } from "~/server/api/trpc";
 import { prisma } from "~/server/db";
+import { Prisma } from "@prisma/client";
 import { generateNewCell } from "~/server/utils/generateNewCell";
 import userError from "~/server/utils/error";
 import { recordExperimentUpdated } from "~/server/utils/recordExperimentUpdated";
@@ -8,9 +9,10 @@ import { reorderPromptVariants } from "~/server/utils/reorderPromptVariants";
 import { type PromptVariant } from "@prisma/client";
 import { deriveNewConstructFn } from "~/server/utils/deriveNewContructFn";
 import { requireCanModifyExperiment, requireCanViewExperiment } from "~/utils/accessControl";
-import parseConstructFn from "~/server/utils/parseConstructFn";
 import modelProviders from "~/modelProviders/modelProviders";
 import { ZodSupportedProvider } from "~/modelProviders/types";
+import parsePromptConstructor from "~/promptConstructor/parse";
+import { promptConstructorVersion } from "~/promptConstructor/version";
 
 export const promptVariantsRouter = createTRPCRouter({
   list: publicProcedure
@@ -51,7 +53,9 @@ export const promptVariantsRouter = createTRPCRouter({
           id: true,
         },
         where: {
-          modelOutput: {
+          modelResponse: {
+            outdated: false,
+            output: { not: Prisma.AnyNull },
             scenarioVariantCell: {
               promptVariant: {
                 id: input.variantId,
@@ -93,14 +97,23 @@ export const promptVariantsRouter = createTRPCRouter({
         where: {
           promptVariantId: input.variantId,
           testScenario: { visible: true },
-          modelOutput: {
+          modelResponses: {
-            is: {},
+            some: {
+              outdated: false,
+              output: {
+                not: Prisma.AnyNull,
+              },
+            },
           },
         },
       });
 
-      const overallTokens = await prisma.modelOutput.aggregate({
+      const overallTokens = await prisma.modelResponse.aggregate({
         where: {
+          outdated: false,
+          output: {
+            not: Prisma.AnyNull,
+          },
           scenarioVariantCell: {
             promptVariantId: input.variantId,
             testScenario: {
@@ -118,16 +131,9 @@ export const promptVariantsRouter = createTRPCRouter({
       const promptTokens = overallTokens._sum?.promptTokens ?? 0;
       const completionTokens = overallTokens._sum?.completionTokens ?? 0;
 
-      const awaitingRetrievals = !!(await prisma.scenarioVariantCell.findFirst({
+      const awaitingEvals = !!evalResults.find(
-        where: {
+        (result) => result.totalCount < scenarioCount * evals.length,
-          promptVariantId: input.variantId,
+      );
-          testScenario: { visible: true },
-          // Check if is PENDING or IN_PROGRESS
-          retrievalStatus: {
-            in: ["PENDING", "IN_PROGRESS"],
-          },
-        },
-      }));
 
       return {
         evalResults,
@@ -136,7 +142,7 @@ export const promptVariantsRouter = createTRPCRouter({
         overallCost: overallTokens._sum?.cost ?? 0,
         scenarioCount,
         outputCount,
-        awaitingRetrievals,
+        awaitingEvals,
       };
     }),
 
@@ -194,8 +200,9 @@ export const promptVariantsRouter = createTRPCRouter({
           experimentId: input.experimentId,
           label: newVariantLabel,
           sortIndex: (originalVariant?.sortIndex ?? 0) + 1,
-          constructFn: newConstructFn,
+          promptConstructor: newConstructFn,
-          constructFnVersion: 2,
+          promptConstructorVersion:
+            originalVariant?.promptConstructorVersion ?? promptConstructorVersion,
           model: originalVariant?.model ?? "gpt-3.5-turbo",
           modelProvider: originalVariant?.modelProvider ?? "openai/ChatCompletion",
         },
@@ -305,7 +312,7 @@ export const promptVariantsRouter = createTRPCRouter({
       });
       await requireCanModifyExperiment(existing.experimentId, ctx);
 
-      const constructedPrompt = await parseConstructFn(existing.constructFn);
+      const constructedPrompt = await parsePromptConstructor(existing.promptConstructor);
 
       if ("error" in constructedPrompt) {
         return userError(constructedPrompt.error);
@@ -327,7 +334,7 @@ export const promptVariantsRouter = createTRPCRouter({
     .input(
       z.object({
         id: z.string(),
-        constructFn: z.string(),
+        promptConstructor: z.string(),
         streamScenarios: z.array(z.string()),
       }),
     )
@@ -343,7 +350,7 @@ export const promptVariantsRouter = createTRPCRouter({
         throw new Error(`Prompt Variant with id ${input.id} does not exist`);
       }
 
-      const parsedPrompt = await parseConstructFn(input.constructFn);
+      const parsedPrompt = await parsePromptConstructor(input.promptConstructor);
 
       if ("error" in parsedPrompt) {
         return userError(parsedPrompt.error);
@@ -356,8 +363,8 @@ export const promptVariantsRouter = createTRPCRouter({
           label: existing.label,
           sortIndex: existing.sortIndex,
           uiId: existing.uiId,
-          constructFn: input.constructFn,
+          promptConstructor: input.promptConstructor,
-          constructFnVersion: 2,
+          promptConstructorVersion: existing.promptConstructorVersion,
           modelProvider: parsedPrompt.modelProvider,
           model: parsedPrompt.model,
         },