chore: release v2.14.2

---------

Co-authored-by: Marc Klingen <git@marcklingen.com>

.codespellrc

@@ -1,4 +1,4 @@
 [codespell]
-skip = .git,*.pdf,*.svg,package-lock.json,*.prisma
+skip = .git,*.pdf,*.svg,package-lock.json,*.prisma,pnpm-lock.yaml
 ignore-words-list = afterall,vertx
 

.dockerignore

@@ -4,4 +4,5 @@ node_modules
 npm-debug.log
 README.md
 .next
-.git
+.git
+**/node_modules

.env.dev.example

@@ -16,8 +16,25 @@ NEXTAUTH_SECRET="secret"
 
 # Langfuse experimental features
 LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES="true"
+
+# Salt for API key hashing
 SALT="salt"
 
 # Email
 EMAIL_FROM_ADDRESS=""  # Defines the email address to use as the from address.
 SMTP_CONNECTION_URL=""  # Defines the connection url for smtp server.
+
+# S3 storage
+S3_ENDPOINT=
+S3_ACCESS_KEY_ID=
+S3_SECRET_ACCESS_KEY=
+S3_BUCKET_NAME=
+S3_REGION=
+
+# Prompt playground
+OPENAI_API_KEY=""
+ANTHROPIC_API_KEY=""
+
+# Set during docker build of application
+# Used to disable environment verification at build time
+# DOCKER_BUILD=1

.env.local.example

@@ -1,13 +1,11 @@
 # When adding additional environment variables, the schema in "/src/env.mjs"
 # should be updated accordingly.
+
 # Prisma
 # https://www.prisma.io/docs/reference/database-reference/connection-urls#env
 DIRECT_URL="postgresql://postgres:postgres@db:5432/postgres"
 DATABASE_URL="postgresql://postgres:postgres@db:5432/postgres"
 # Next Auth
-# You can generate a new secret on the command line with:
-# openssl rand -base64 32
-# https://next-auth.js.org/configuration/options#secret
 NEXTAUTH_SECRET="secret"
 NEXTAUTH_URL="http://localhost:3000"
 
@@ -16,6 +14,6 @@ LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES="false"
 SALT="salt"
 
 
-# Email
-EMAIL_FROM_ADDRESS=""  # Defines the email address to use as the from address.
-SMTP_CONNECTION_URL=""  # Defines the connection url for smtp server.
+# Prompt playground
+OPENAI_API_KEY=""
+ANTHROPIC_API_KEY=""

.env.prod.example

@@ -1,32 +1,81 @@
-# Assuming deployment on Vercel with Postgres database on Supabase
-NEXT_PUBLIC_LANGFUSE_CLOUD_REGION="US"
-NEXTAUTH_COOKIE_DOMAIN=".langfuse.com"
+# More information: https://langfuse.com/docs/deployment/self-host
+
+# When adding additional environment variables, the schema in "/src/env.mjs"
+# should be updated accordingly.
 
 # Prisma
-
 # https://www.prisma.io/docs/reference/database-reference/connection-urls#env
-DIRECT_URL="postgresql://postgres:[pw]@db.[db_id].supabase.co:5432/postgres"
-DATABASE_URL="postgres://postgres:[pw]@db.[db_id].supabase.co:6543/postgres?pgbouncer=true&connection_limit=1"
+# DATABASE_URL supports pooled connections, but then you need to set DIRECT_URL
+DATABASE_URL="postgresql://postgres:postgres@db:5432/postgres"
+# DIRECT_URL="postgresql://postgres:postgres@db:5432/postgres"
 # SHADOW_DATABASE_URL=
 
 # Next Auth
-
 # NEXTAUTH_URL does not need to be set when deploying on Vercel
-# NEXTAUTH_URL="http://localhost:3000"
-
-# AUTH_REDIRECT_PROXY_URL used to proxy oauth callbacks on e.g. preview deployments. optional.
-# AUTH_REDIRECT_PROXY_URL="https://example.com/api/auth"
+NEXTAUTH_URL="http://localhost:3000"
 
 # You can generate a new secret on the command line with:
 # openssl rand -base64 32
 # https://next-auth.js.org/configuration/options#secret
 NEXTAUTH_SECRET="secret"
 SALT="salt"
-# Sentry; set via Vercel integration
-# NEXT_PUBLIC_SENTRY_DSN=
-# NEXT_SENTRY_ORG=
-# NEXT_SENTRY_PROJECT=
-# SENTRY_AUTH_TOKEN=
+
+# Docker only, optional
+# PORT=3000
+# HOSTNAME=localhost
+
+# Default project, optional
+# LANGFUSE_DEFAULT_PROJECT_ID=
+# LANGFUSE_DEFAULT_PROJECT_ROLE=
+
+# Enable experimental features, optional
+# LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=true
+
+# Auth, optional configuration
+# AUTH_DOMAINS_WITH_SSO_ENFORCEMENT=domain1.com,domain2.com
+# AUTH_DISABLE_USERNAME_PASSWORD=true
+
+# SSO, each group is optional
+# AUTH_GOOGLE_CLIENT_ID=
+# AUTH_GOOGLE_CLIENT_SECRET=
+# AUTH_GOOGLE_ALLOW_ACCOUNT_LINKING=false
+# AUTH_GITHUB_CLIENT_ID=
+# AUTH_GITHUB_CLIENT_SECRET=
+# AUTH_GITHUB_ALLOW_ACCOUNT_LINKING=false
+# AUTH_AZURE_AD_CLIENT_ID=
+# AUTH_AZURE_AD_CLIENT_SECRET=
+# AUTH_AZURE_AD_TENANT_ID=
+# AUTH_AZURE_ALLOW_ACCOUNT_LINKING=false
+
+# Transactional email, optional
+# Defines the email address to use as the from address.
+# EMAIL_FROM_ADDRESS=
+# Defines the connection url for smtp server. 
+# SMTP_CONNECTION_URL=
+
+# S3 storage, optional, used for exports from the UI
+# S3_ENDPOINT=
+# S3_ACCESS_KEY_ID=
+# S3_SECRET_ACCESS_KEY=
+# S3_BUCKET_NAME=
+# S3_REGION=
+
+# Exports are streamed to S3 in pages to avoid memory issues
+# The page size can be adjusted if needed to optimize performance
+# DB_EXPORT_PAGE_SIZE=1000
+
+
+# Prompt playground
+# OPENAI_API_KEY=""
+# ANTHROPIC_API_KEY=""
+
+
+### START Langfuse Cloud Config
+# Used for Langfuse Cloud deployments
+# Not recommended for self-hosted deployments as these are NOT COVERED BY SEMVER
+
+# NEXT_PUBLIC_LANGFUSE_CLOUD_REGION="US"
+# NEXTAUTH_COOKIE_DOMAIN=".langfuse.com"
 
 # LANGFUSE_TEAM_SLACK_WEBHOOK=
 # LANGFUSE_NEW_USER_SIGNUP_WEBHOOK=
@@ -35,24 +84,23 @@ SALT="salt"
 # NEXT_PUBLIC_POSTHOG_HOST=
 # NEXT_PUBLIC_POSTHOG_KEY=
 
-# Id of demo project to automatically assign new users to
+# Sentry
+# NEXT_PUBLIC_SENTRY_DSN=
+# NEXT_SENTRY_ORG=
+# NEXT_SENTRY_PROJECT=
+# SENTRY_AUTH_TOKEN=
+
+# Cloudflare Turnstile
+# NEXT_PUBLIC_TURNSTILE_SITE_KEY=
+# TURNSTILE_SECRET_KEY=
+
+# Betterstack
+# LANGFUSE_TEAM_BETTERSTACK_TOKEN=
+
+# Demo project that users can use to try the platform
 # NEXT_PUBLIC_DEMO_PROJECT_ID=
 
-# Auth, each group is optional
-AUTH_GOOGLE_CLIENT_ID=
-AUTH_GOOGLE_CLIENT_SECRET=
-AUTH_GITHUB_CLIENT_ID=
-AUTH_GITHUB_CLIENT_SECRET=
-# AUTH_DOMAINS_WITH_SSO_ENFORCEMENT=domain1.com,domain2.com
-# AUTH_DISABLE_USERNAME_PASSWORD=true
+# Crisp chat
+# NEXT_PUBLIC_CRISP_WEBSITE_ID=
 
-# Email
-EMAIL_FROM_ADDRESS=""  # Defines the email address to use as the from address.
-SMTP_CONNECTION_URL=""  # Defines the connection url for smtp server.
-
-# S3 storage (eg for exports), necessary for serverless deployments
-S3_ENDPOINT=""
-S3_ACCESS_KEY_ID=""
-S3_SECRET_ACCESS_KEY=""
-S3_BUCKET_NAME=""
-S3_REGION=""
+### END Langfuse Cloud Config

.eslintignore

@@ -0,0 +1,4 @@
+node_modules
+**/node_modules
+build
+coverage

.eslintrc.cjs

@@ -1,47 +0,0 @@
-// eslint-disable-next-line @typescript-eslint/no-var-requires
-const path = require("path");
-
-/** @type {import("eslint").Linter.Config} */
-const config = {
-  overrides: [
-    {
-      extends: [
-        "plugin:@typescript-eslint/recommended",
-        "plugin:@typescript-eslint/strict-type-checked",
-      ],
-      files: ["*.ts", "*.tsx"],
-      parserOptions: {
-        project: path.join(__dirname, "tsconfig.json"),
-      },
-      rules: {
-        "@typescript-eslint/no-non-null-assertion": "off",
-        "@typescript-eslint/no-confusing-void-expression": "off",
-      },
-    },
-  ],
-  parser: "@typescript-eslint/parser",
-  parserOptions: {
-    project: path.join(__dirname, "tsconfig.json"),
-  },
-  plugins: ["@typescript-eslint"],
-  extends: ["next/core-web-vitals"],
-  ignorePatterns: ["generated/**/*"],
-  rules: {
-    "@typescript-eslint/consistent-type-imports": [
-      "warn",
-      {
-        prefer: "type-imports",
-        fixStyle: "inline-type-imports",
-      },
-    ],
-    "@typescript-eslint/no-unused-vars": ["warn", { argsIgnorePattern: "^_" }],
-    "react/jsx-key": [
-      "error",
-      {
-        warnOnDuplicates: true,
-      },
-    ],
-  },
-};
-
-module.exports = config;

.github/DISCUSSION_TEMPLATE/ideas.yml

@@ -0,0 +1,11 @@
+body:
+  - type: textarea
+    attributes:
+      label: Describe the feature or potential improvement
+      description: Please describe the change as clear and concise as possible. Remember to add context as to why you believe this is needed.
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: Additional information
+      description: Add any other information related to the change here. If your idea is related to any issues or discussions, link them here.

.github/dependabot.yml

@@ -6,7 +6,34 @@
 version: 2
 updates:
   - package-ecosystem: npm
-    directory: "/" # Location of package manifests
+    directory: "/worker" # Location of package manifests
+    schedule:
+      interval: "daily"
+    rebase-strategy: "disabled" # use dependabot-rebase-stale
+    commit-message:
+      prefix: chore
+      prefix-development: chore
+      include: scope
+    ignore:
+      - dependency-name: "@types/node"
+      - dependency-name: "@trpc/*"
+    groups:
+      sentry:
+        patterns:
+          - "@sentry/*"
+      prisma:
+        patterns:
+          - "prisma"
+          - "@prisma/*"
+      next:
+        patterns:
+          - "eslint-config-next"
+          - "next"
+      patches:
+        update-types:
+          - "patch"
+  - package-ecosystem: npm
+    directory: "/web" # Location of package manifests
     schedule:
       interval: "daily"
     rebase-strategy: "disabled" # use dependabot-rebase-stale

.github/workflows/pipeline.yml

@@ -10,61 +10,55 @@ on:
   merge_group:
   pull_request:
     branches:
-      - "main"
+      - "*"
 
 jobs:
   lint:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
+      - uses: pnpm/action-setup@v3
+        with:
+          version: 8
       - uses: actions/setup-node@v3
         with:
           node-version: 20
-          cache: "npm"
+          cache: "pnpm"
+          cache-dependency-path: "pnpm-lock.yaml"
       - name: install dependencies
         run: |
-          npm ci
+          pnpm i
       - name: Load default env
         run: |
           cp .env.dev.example .env
-      - name: lint
-        run: npm run lint
+      - name: lint web
+        run: pnpm run lint
 
   test-docker-build:
     runs-on: ubuntu-latest
-    env:
-      DATABASE_URL: postgresql://postgres:postgres@localhost:5432/postgres
-      NEXTAUTH_SECRET: "secret"
-      SALT: "salt"
-      NEXTAUTH_URL: "http://localhost:3030"
-      REGISTRY: ghcr.io
-      IMAGE_NAME: ${{ github.repository }}
-
     steps:
-      - name: Setup node
-        uses: actions/setup-node@v3
-        with:
-          node-version: 20
-
       - name: Checkout
         uses: actions/checkout@v3
 
-      - name: Build Docker image
+      - name: Build Web Docker image
         uses: docker/build-push-action@v4
         with:
           context: .
+          file: ./web/Dockerfile
+          push: false
+
+      - name: Build Worker Docker image
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./worker/Dockerfile
           push: false
-          build-args: |
-            DATABASE_URL=${{ env.DATABASE_URL }}
-            NEXTAUTH_SECRET=${{ env.NEXTAUTH_SECRET }}
-            NEXTAUTH_URL=${{ env.NEXTAUTH_URL }}
-            SALT=${{ env.SALT }}
 
   tests:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        node-version: [18, 20]
+        node-version: [20]
     steps:
       - name: Set Swap Space
         uses: pierotofy/set-swap-space@master
@@ -72,66 +66,86 @@ jobs:
           swap-size-gb: 10
 
       - uses: actions/checkout@v3
+      - uses: pnpm/action-setup@v3
+        with:
+          version: 8
       - name: Use Node.js ${{ matrix.node-version }}
         uses: actions/setup-node@v3
         with:
           node-version: ${{ matrix.node-version }}
-          cache: "npm"
+          cache: "pnpm"
+          cache-dependency-path: "pnpm-lock.yaml"
 
       - name: install dependencies
         run: |
-          npm ci
+          pnpm install
 
       - name: Load default env
         run: |
           cp .env.dev.example .env
+          cp .env.dev.example web/.env
 
-      - name: Run, migrate, seed DB
+      - name: Run + migrate
         run: |
           docker-compose -f docker-compose.dev.yml up -d
           sleep 5 # Wait for PostgreSQL to accept connections
-          npx --yes prisma migrate reset --force --skip-generate
+
+      - name: Seed DB
+        run: |
+          pnpm run db:migrate
+          pnpm run db:seed
 
       - name: Build
-        run: npm run build
+        run: pnpm run build
 
       - name: Start Langfuse
-        run: (npm start&)
+        run: (pnpm run start&)
 
       - name: run tests
-        run: npm run test
+        run: pnpm run test
 
   e2e-tests:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
+      - uses: pnpm/action-setup@v3
+        with:
+          version: 8
       - uses: actions/setup-node@v3
         with:
           node-version: 20
-          cache: "npm"
+          cache: "pnpm"
+          cache-dependency-path: "pnpm-lock.yaml"
 
       - name: install dependencies
         run: |
-          npm ci
+          pnpm install
 
       - name: Load default env
         run: |
           cp .env.dev.example .env
+          cp .env.dev.example web/.env
 
-      - name: Run, migrate, seed DB
+      - name: Run + migrate
         run: |
           docker-compose -f docker-compose.dev.yml up -d
           sleep 5 # Wait for PostgreSQL to accept connections
-          npx --yes prisma migrate reset --force --skip-generate
+
+      - name: Seed DB
+        run: |
+          pnpm run db:migrate
+          pnpm run db:seed
 
       - name: Build
-        run: npm run build
+        run: pnpm run build
 
       - name: Install playwright
-        run: npx playwright install
+        run: |
+          npm add --global playwright
+          pnpm exec playwright install
 
       - name: Run e2e tests
-        run: npm run test:e2e
+        run: pnpm --filter=web run test:e2e
 
   all-ci-passed:
     # This allows us to have a branch protection rule for tests and deploys with matrix
@@ -142,9 +156,11 @@ jobs:
       - name: Successful deploy
         if: ${{ !(contains(needs.*.result, 'failure')) }}
         run: exit 0
+        working-directory: .
       - name: Failing deploy
         if: ${{ contains(needs.*.result, 'failure') }}
         run: exit 1
+        working-directory: .
 
   push-docker-image:
     needs: all-ci-passed
@@ -152,10 +168,6 @@ jobs:
     environment: "protected branches"
     runs-on: ubuntu-latest
     env:
-      DATABASE_URL: postgresql://postgres:postgres@localhost:5432/postgres
-      NEXTAUTH_SECRET: "secret"
-      SALT: "salt"
-      NEXTAUTH_URL: "http://localhost:3030"
       REGISTRY: ghcr.io
       IMAGE_NAME: ${{ github.repository }}
     permissions:
@@ -163,10 +175,14 @@ jobs:
       contents: read
 
     steps:
+      - uses: pnpm/action-setup@v3
+        with:
+          version: 8
       - name: Setup node
         uses: actions/setup-node@v3
         with:
           node-version: 20
+          cache-dependency-path: "pnpm-lock.yaml"
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -190,16 +206,13 @@ jobs:
             type=sha
             type=semver,pattern={{version}}
             type=semver,pattern={{major}}.{{minor}}
+            type=semver,pattern={{major}}
 
       - name: Build and push Docker image
         uses: docker/build-push-action@v4
         with:
           context: .
+          file: ./web/Dockerfile
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
-          build-args: |
-            DATABASE_URL=${{ env.DATABASE_URL }}
-            NEXTAUTH_SECRET=${{ env.NEXTAUTH_SECRET }}
-            NEXTAUTH_URL=${{ env.NEXTAUTH_URL }}
-            SALT=${{ env.SALT }}

.gitignore

@@ -48,4 +48,16 @@ yarn-error.log*
 /generated/typescript-server
 
 # openapi spec that is copied during build
-/public/openapi*.yml
+/public/openapi*.yml
+
+
+# vscode
+.devcontainer
+
+node_modules
+**/node_modules
+**/dist
+**/.next/*
+**/.turbo/*
+.yarn
+.turbo

.npmrc

@@ -0,0 +1 @@
+public-hoist-pattern[]=*prisma*

.vscode/settings.json

@@ -21,13 +21,11 @@
     "**/*.{cjs,mjs,ts,tsx,astro,md,mdx,json,yaml,yml}"
   ],
   "mdx.experimentalLanguageServer": true,
-  "[astro]": {
-    "editor.defaultFormatter": "astro-build.astro-vscode"
-  },
   "typescript.preferences.importModuleSpecifier": "non-relative",
   "docwriter.style": "JSDoc",
   "[prisma]": {
     "editor.defaultFormatter": "Prisma.prisma"
   },
-  "eslint.lintTask.enable": true
+  "eslint.lintTask.enable": true,
+  "eslint.workingDirectories": ["./web", "./worker"]
 }

CONTRIBUTING.md

@@ -2,22 +2,30 @@
 
 First off, thanks for taking the time to contribute! ❤️
 
-Langfuse is an open-source observability and analytics solution for LLM-based applications. We welcome contributions through GitHub pull requests. This document outlines our conventions regarding development workflow, commit message formatting, contact points, and other resources. Our goal is to simplify the process and ensure that your contributions are easily accepted.
+The best ways to contribute to Langfuse:
 
-We gratefully welcome improvements to documentation as well as to code.
+- Submit and vote on [Ideas](https://github.com/orgs/langfuse/discussions/categories/ideas)
+- Create and comment on [Issues](https://github.com/langfuse/langfuse/issues)
+- Open a PR.
+
+We welcome contributions through GitHub pull requests. This document outlines our conventions regarding development workflow, commit message formatting, contact points, and other resources. Our goal is to simplify the process and ensure that your contributions are easily accepted.
+
+We gratefully welcome improvements to documentation ([docs repo](https://github.com/langfuse/langfuse-docs)), the core application (this repo) and the SDKs ([Python](https://github.com/langfuse/langfuse-python), [JS](https://github.com/langfuse/langfuse-js)).
 
 The maintainers are available on [Discord](https://langfuse.com/discord) in case you have any questions.
 
-> And if you like the project, but just don't have time to contribute, that's fine. There are other easy ways to support the project and show your appreciation, which we would also be very happy about:
+> And if you like the project, but just don't have time to contribute code, that's fine. There are other easy ways to support the project and show your appreciation, which we would also be very happy about:
 >
 > - Star the project;
 > - Tweet about it;
 > - Refer to this project in your project's readme;
+> - Submit and vote on [Ideas](https://github.com/orgs/langfuse/discussions/categories/ideas);
+> - Create and comment on [Issues](https://github.com/langfuse/langfuse/issues);
 > - Mention the project at local meetups and tell your friends/colleagues.
 
 ## Making a change
 
-_Before making any significant changes, please [open an issue](https://github.com/langfuse/langfuse/issues)._ Discussing your proposed changes ahead of time will make the contribution process smooth for everyone.
+_Before making any significant changes, please [open an issue](https://github.com/langfuse/langfuse/issues)._ Discussing your proposed changes ahead of time will make the contribution process smooth for everyone. Large changes that were not discussed in an issue may be rejected.
 
 Once we've discussed your changes and you've got your code ready, make sure that tests are passing and open your pull request.
 
@@ -83,9 +91,9 @@ flowchart TB
 
 The diagram below may not show all relationships if the foreign key is not defined in the database schema. For instance, `trace_id` in the `observation` table is not defined as a foreign key to the `trace` table to allow unordered ingestion of these objects, but it is still a foreign key in the application code.
 
-Full database schema: [prisma/schema.prisma](prisma/schema.prisma)
+Full database schema: [packages/shared/prisma/schema.prisma](packages/shared/prisma/schema.prisma)
 
-<img src="./prisma/database.svg">
+<img src="./packages/shared/prisma/database.svg">
 
 ### Infrastructure & Network Overview
 
@@ -102,6 +110,16 @@ flowchart LR
    App --- DB
 ```
 
+## Repository Structure
+
+We built a monorepo using [pnpm](https://pnpm.io/motivation) and [turbo](https://turbo.build/repo/docs) to manage the dependencies and build process. The monorepo contains the following packages:
+
+- `web`: is the main application package providing Frontend and Backend APIs for Langfuse.
+- `worker` (no production yet): contains an application for asynchronous processing of tasks. This package is not yet used in production.
+- `shared`: contains shared code between the above packages.
+- `config-eslint`: contains eslint configurations which are shared between the above packages.
+- `config-typescript`: contains typescript configurations which are shared between the above packages.
+
 ## Development Setup
 
 Requirements
@@ -112,42 +130,87 @@ Requirements
 **Steps**
 
 1. Fork the the repository and clone it locally
-2. Install dependencies
+2. Run the development database
 
    ```bash
-   npm install
+   pnpm run infra:dev:up
    ```
 
-3. Run the development database
-
-   ```bash
-   docker-compose -f docker-compose.dev.yml up -d
-   ```
-
-4. Create an env file
+3. Create an env file
 
    ```bash
     cp .env.dev.example .env
    ```
 
-5. Run the migrations
+4. Install dependencies
 
    ```bash
-   npm run db:migrate
+   pnpm install
+   ```
+
+5. Run the migrations
+
+   All database migrations and configs are in the `shared` package.
+
+   ```bash
+   pnpm --filter=shared run db:migrate
 
    # Optional: seed the database
-   # npm run db:seed
-   # npm run db:seed:examples
+   # pnpm run db:seed
+   # pnpm run db:seed:examples
+   # pnpm --filter=shared run db:seed:load
    ```
 
 6. Start the development server
 
    ```bash
-    npm run dev
+    pnpm run dev
    ```
 
+## Monorepo quickstart
+
+- Available packages and their dependencies
+
+  Packages are included in the monorepo according to the `pnpm-workspace.yaml` file. Each package maintains its own dependencies defined in the `package.json`. Internal dependencies can be added as well by adding them to the package dependencies: `"@langfuse/shared": "workspace:*"`.
+
+- Executing commands
+
+  You can run commands in all packages at once. For example, to install all dependencies in all packages, you can execute:
+
+  ```bash
+  pnpm install
+  pnpm run dev
+  pnpm --filter=web run dev # execute command only in one package
+  ```
+
+  In the root `package.json`, you can find scripts which are executed with turbo e.g. `turbo run dev`. These scripts are executed with the help of Turbo. Turbo executes the commands in all packages taking care of the correct order of execution. Task definitions can be found in the `turbo.config.js` file.
+
+- Run migrations
+
+  To run migrations, you can execute the following command.
+
+  ```bash
+  pnpm --filter=shared run db:migrate
+  ```
+
 > [!NOTE]
-> If you frequently switch branches, use `npm run dx` instead of `npm run dev`. This command will install dependencies, reset the database (wipe and apply all migrations), and run the database seeder with example data before starting the development server.
+> If you frequently switch branches, use `pnpm run dx` instead of `pnpm run dev`. This command will install dependencies, reset the database (wipe and apply all migrations), and run the database seeder with example data before starting the development server.
+
+> [!NOTE]
+> If you find yourself stuck and want to clean the repo, execute `pnpm run nuke`. It will remove all node_modules and build files.
+
+## System behavior
+
+### Ingestion API `(/public/api/ingestion)`
+
+- the ingestion API takes different event types (creation and updates of traces, generations, spans, events)
+- The API loops through each event and:
+  - validates the event
+  - stores the event raw in the events table
+  - calculates tokens for `generations`
+  - matches models from the `models` table to model for `generations` events
+  - upserts the event in the `traces` or `observations` table
+- returns a `207` HTTP status code with a list of errors if any event failed to be ingested
 
 ## Commit messages
 

Dockerfile

@@ -1,92 +0,0 @@
-# Base image
-FROM node:20-alpine AS base
-ARG DATABASE_URL
-ARG NEXTAUTH_SECRET
-ARG NEXTAUTH_URL
-ARG SALT
-
-# It's important to update the index before installing packages to ensure you're getting the latest versions.
-# Check https://github.com/nodejs/docker-node/tree/b4117f9333da4138b03a546ec926ef50a31506c3#nodealpine to understand why libc6-compat might be needed.
-RUN apk update && apk upgrade --no-cache libcrypto3 libssl3 libc6-compat
-
-FROM base AS deps
-ARG DATABASE_URL
-ARG NEXTAUTH_SECRET
-ARG NEXTAUTH_URL
-ARG SALT
-
-WORKDIR /app
-
-# Install dependencies based on the preferred package manager
-COPY package.json yarn.lock* package-lock.json* pnpm-lock.yaml* ./
-RUN \
-  if [ -f yarn.lock ]; then yarn --frozen-lockfile; \
-  elif [ -f package-lock.json ]; then npm ci; \
-  elif [ -f pnpm-lock.yaml ]; then yarn global add pnpm && pnpm i --frozen-lockfile; \
-  else echo "Lockfile not found." && exit 1; \
-  fi
-
-
-# Rebuild the source code only when needed
-FROM base AS builder
-ARG DATABASE_URL
-ARG NEXTAUTH_SECRET
-ARG NEXTAUTH_URL
-ARG SALT
-
-WORKDIR /app
-COPY --from=deps /app/node_modules ./node_modules
-COPY . .
-
-# remove middleware.ts if it exists - not needed in self-hosted environments
-RUN rm -f ./src/middleware.ts
-
-# Next.js collects completely anonymous telemetry data about general usage.
-# Learn more here: https://nextjs.org/telemetry
-# Uncomment the following line in case you want to disable telemetry during the build.
-ENV NEXT_TELEMETRY_DISABLED 1
-
-# Generate prisma client
-RUN npx prisma generate
-
-# Build the application
-RUN npm run build
-
-# Production image, copy all the files and run next
-FROM base AS runner
-ARG DATABASE_URL
-ARG NEXTAUTH_SECRET
-ARG NEXTAUTH_URL
-ARG SALT
-
-RUN apk add --no-cache dumb-init
-
-WORKDIR /app
-
-ENV NODE_ENV production
-# Uncomment the following line in case you want to disable telemetry during runtime.
-ENV NEXT_TELEMETRY_DISABLED 1
-
-RUN addgroup --system --gid 1001 nodejs
-RUN adduser --system --uid 1001 nextjs
-
-RUN npm install -g --no-package-lock --no-save prisma
-
-COPY --from=builder /app/public ./public
-
-# Automatically leverage output traces to reduce image size
-# https://nextjs.org/docs/advanced-features/output-file-tracing
-COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
-COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
-COPY --from=builder --chown=nextjs:nodejs /app/prisma ./prisma
-
-COPY --chown=nextjs:nodejs entrypoint.sh ./entrypoint.sh
-RUN chmod +x ./entrypoint.sh
-
-USER nextjs
-
-# Default port to 3000
-ENV PORT 3000
-
-# CMD ["node", "server.js"]
-CMD ["dumb-init", "--", "./entrypoint.sh"]

README.md

@@ -2,42 +2,34 @@
    <a href="https://langfuse.com">
       <h1>🪢 Langfuse</h1>
    </a>
+ <div>
+      <h3> <a href="https://cloud.langfuse.com">
+         <strong>Sign up</strong>
+       </a> · 
+      <a href="https://langfuse.com/docs/deployment/self-host">
+         <strong>Self Host Langfuse</strong>
+      </a> · 
+      <a href="https://langfuse.com/demo">
+         <strong>Demo Project (live data)</strong>
+      </a>
+      </h3>
    <h3>
-      Open source observability & analytics for LLM-based applications
+      Langfuse is the open source LLM engineering platform.   
    </h3>
-   <div>
-      <strong>Observability:</strong> Explore and debug complex logs & traces in a visual UI
-   </div>
-   <div>
-      <strong>Analytics:</strong> Measure & improve costs, latency and response quality
+    <div>
+     Debug, analyze and iterate - together
    </div>
    </br>
    <div>
-      <a href="https://discord.gg/7NXusRtqYU">
-         <strong>Join the Langfuse Discord »</strong>
-      </a>
-      </br>
-      <a href="https://langfuse.com">
-         <strong>langfuse.com</strong>
-      </a> ·
-      <a href="https://langfuse.com/docs">
-         <strong>Docs</strong>
-      </a> ·
-      <a href="https://github.com/langfuse/langfuse/issues/new?labels=%F0%9F%90%9E%E2%9D%94+unconfirmed+bug&projects=&template=bug_report.yml&title=bug%3A+">
-         <strong>Report Bug</strong>
-      </a> ·
-      <a href="https://github.com/langfuse/langfuse/issues/new?assignees=&labels=%E2%9C%A8+enhancement&projects=&template=feature_request.yml&title=feat%3A+">
-         <strong>Feature Request</strong>
-      </a>
+      <a href="https://langfuse.com/docs"><strong>Docs</strong></a> ·
+      <a href="https://langfuse.com/issues"><strong>Report Bug</strong></a> ·
+      <a href="https://langfuse.com/ideas"><strong>Feature Request</strong></a> ·
+      <a href="https://langfuse.com/changelog"><strong>Changelog</strong></a> ·
+      <a href="https://langfuse.com/roadmap"><strong>Roadmap</strong></a> ·
+      <a href="https://langfuse.com/discord"><strong>Discord</strong></a> 
    </div>
    </br>
-   <div>
       <img src="https://img.shields.io/badge/License-MIT-red.svg?style=flat-square" alt="MIT License">
-      <a href="https://discord.gg/7NXusRtqYU"><img src="https://img.shields.io/discord/1111061815649124414?style=flat-square&logo=Discord&logoColor=white&label=Discord&color=%23434EE4" alt="Discord"></a>
-      <a href="https://github.com/langfuse/langfuse"><img src="https://img.shields.io/github/stars/langfuse/langfuse?style=flat-square&logo=GitHub&label=langfuse%2Flangfuse" alt="Github Repo Stars"></a>
-      <a href="https://github.com/langfuse/langfuse/releases"><img src="https://img.shields.io/github/v/release/langfuse/langfuse?include_prereleases&style=flat-square" alt="langfuse releases"></a>
-      <a href="https://github.com/langfuse/langfuse/actions/workflows/pipeline.yml?query=branch:main"><img src="https://img.shields.io/github/actions/workflow/status/langfuse/langfuse/pipeline.yml?style=flat-square&label=All%20tests" alt="CI test status"></a>
-      <a href="https://status.langfuse.com"><img src="https://uptime.betterstack.com/status-badges/v1/monitor/udlc.svg" alt="Uptime Status"/></a>
       <a href="https://www.ycombinator.com/companies/langfuse"><img src="https://img.shields.io/badge/Y%20Combinator-W23-orange?style=flat-square" alt="Y Combinator W23"></a>
       <a href="https://github.com/langfuse/langfuse/pkgs/container/langfuse"><img alt="Docker Image" src="https://img.shields.io/badge/docker-langfuse-blue?logo=Docker&logoColor=white&style=flat-square"></a>
       <a href="https://www.npmjs.com/package/langfuse"><img src="https://img.shields.io/npm/v/langfuse?style=flat-square&label=npm+langfuse" alt="langfuse npm package"></a>
@@ -45,61 +37,44 @@
    </div>
 </div>
 </br>
-</div>
-</br>
 
-## What is Langfuse?
+## Overview
 
-Langfuse is an open source observability & analytics solution for LLM-based applications. It is mostly geared towards production usage but some users also use it for local development of their LLM applications.
+### Develop
 
-Langfuse is focused on applications built on top of LLMs. Many new abstractions and common best practices evolved recently, e.g. agents, chained prompts, embedding-based retrieval, LLM access to REPLs & APIs. These make applications more powerful but also unpredictable for developers as they cannot fully anticipate how changes impact the quality, cost and overall latency of their application. Thus Langfuse helps to monitor and debug these applications.
+- **Observability:** Instrument your app and start ingesting traces to Langfuse ([Quickstart](https://langfuse.com/docs/get-started), [Integrations](https://langfuse.com/docs/integrations) [Tracing](https://langfuse.com/docs/tracing))
+- **Langfuse UI:** Inspect and debug complex logs ([Demo](https://langfuse.com/docs/demo), [Tracing](https://langfuse.com/docs/tracing))
+- **Prompts:** Manage, version and deploy prompts from within Langfuse ([Prompt Management](https://langfuse.com/docs/prompts))
 
-**Demo (2 min)**
+### Monitor
+
+- **Analytics:** Track metrics (cost, latency, quality) and gain insights from dashboards & data exports ([Analytics](https://langfuse.com/docs/analytics))
+- **Evals:** Collect and calculate scores for your LLM completions ([Scores & Evaluations](https://langfuse.com/docs/scores))
+  - Run model-based evaluations ([Model-based evaluations](https://langfuse.com/docs/scores/model-based-evals))
+  - Collect user feedback ([User Feedback](https://langfuse.com/docs/scores/user-feedback))
+  - Manually score observations in Langfuse ([Manual Scores](https://langfuse.com/docs/scores/manually))
+
+### Test
+
+- **Experiments:** Track and test app behaviour before deploying a new version
+  - Datasets let you test expected in and output pairs and benchmark performance before deploying ([Datasets](https://langfuse.com/docs/datasets))
+  - Track versions and releases in your application ([Experimentation](https://langfuse.com/docs/experimentation), [Prompt Management](https://langfuse.com/docs/prompts))
+
+### Video: Langfuse in two minutes
 
 https://github.com/langfuse/langfuse/assets/2834609/6041347a-b517-4a11-8737-93ef8f8af49f
 
 _Muted by default, enable sound for voice-over_
 
-Explore demo project in Langfuse here (free account required): https://langfuse.com/demo
-
-### Observability
-
-Langfuse offers an admin UI to explore the ingested data.
-
-- Nested view of LLM app executions; detailed information along the traces on: latency, cost, scores
-- Segment execution traces by user feedback, to e.g. identify production issues
-
-### Analytics
-
-Reporting on
-
-- Token usage by model
-- Volume of traces
-- Scores/evals
-
-Broken down by
-
-- Users
-- Releases
-- Prompt/chain versions
-- Prompt/chain types
-- Time
-
-→ Expect releases with more ways to analyze the data over the next weeks.
-
 ## Get started
 
-### Step 1: Run Server
+### Langfuse Cloud
 
-#### Langfuse Cloud
+Managed deployment by the Langfuse team, generous free-tier (hobby plan), no credit card required.
 
-Managed deployment by the Langfuse team, generous free-tier (hobby plan) available, no credit card required.
+**[» Langfuse Cloud](https://cloud.langfuse.com)**
 
-Links: [Create account](https://cloud.langfuse.com), [learn more](https://cloud.langfuse.com)
-
-#### Localhost
-
-Requirements: docker, docker compose (e.g. using Docker Desktop)
+### Localhost (docker)
 
 ```bash
 # Clone repository
@@ -110,149 +85,93 @@ cd langfuse
 docker compose up -d
 ```
 
-#### Self-host (Docker)
+[→ Learn more about deploying locally](https://langfuse.com/docs/deployment/local)
 
-[→ Instructions](https://langfuse.com/docs/deployment/self-host)
+### Self-host (docker)
 
-[![Deploy on Railway](https://railway.app/button.svg)](https://railway.app/template/gmbqa_)
+Langfuse is simple to self-host and keep updated. It currently requires only a single docker container.
+[→ Self Hosting Instructions](https://langfuse.com/docs/deployment/self-host)
 
-### Step 2: Data ingestion
+Templated deployments: [Railway, GCP Cloud Run, AWS Fargate, Kubernetes and others](https://langfuse.com/docs/deployment/self-host#platform-specific-information)
 
-#### SDKs to instrument application
+## Get Started
 
-Fully async, typed SDKs to instrument any LLM application. Currently available for Python & JS/TS.
+### API Keys
 
-→ [Guide](https://langfuse.com/docs/guides/sdk-integration) with an example of how the SDK can be used
+You require a Langfuse public and secret key to get started. Sign up [here](https://cloud.langfuse.com) and find them in your project settings.
 
-| Package                                                                                                                                             | Description                      | Links                                                                                                          |
-| --------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------- | -------------------------------------------------------------------------------------------------------------- |
-| [![PyPI Version](https://img.shields.io/pypi/v/langfuse.svg?style=flat-square&label=pypi+langfuse)](https://pypi.python.org/pypi/langfuse)          | Python                           | [docs](https://langfuse.com/docs/integrations/sdk/python), [repo](https://github.com/langfuse/langfuse-python) |
-| [![npm Version](https://img.shields.io/npm/v/langfuse?style=flat-square&label=npm+langfuse)](https://www.npmjs.com/package/langfuse)                | JS/TS: Node >= 18, Edge runtimes | [docs](https://langfuse.com/docs/integrations/sdk/typescript), [repo](https://github.com/langfuse/langfuse-js) |
-| [![npm package](https://img.shields.io/npm/v/langfuse-node?style=flat-square&label=npm+langfuse-node)](https://www.npmjs.com/package/langfuse-node) | JS/TS: Node <18                  | [docs](https://langfuse.com/docs/integrations/sdk/typescript), [repo](https://github.com/langfuse/langfuse-js) |
+### Ingesting Data · Instrumenting Your Application
 
-#### Langchain applications
+Note: We recommend using our fully async, typed [SDKs](https://langfuse.com/docs/sdk) that allow you to instrument any LLM application with any underlying model. They are available in [Python](https://langfuse.com/docs/sdk/python) & [JS/TS](https://langfuse.com/docs/sdk/typescript). The SDKs will always be the most fully featured and stable way to ingest data into Langfuse.
 
-The Langfuse callback handler automatically instruments Langchain applications. Currently available for Python and JS/TS.
+You may want to use another integration to get started quickly or implement a use case that we do not yet support. However, we recommend to migrate to the Langfuse SDKs over time to ensure performance and stability.
 
-**Python**
+See our the [→ Quickstart](https://langfuse.com/docs/get-started) to get started in integrating Langfuse.
 
-```shell
-pip install langfuse
-```
+### Integrations
 
-```python
-# Initialize Langfuse handler
-from langfuse.callback import CallbackHandler
-handler = CallbackHandler(PUBLIC_KEY, SECRET_KEY)
+| Integration                                                      | Supports      | Description                                                      |
+| ---------------------------------------------------------------- | ------------- | ---------------------------------------------------------------- |
+| [**SDK** - _recommended_](https://langfuse.com/docs/sdk)         | Python, JS/TS | Manual instrumentation using the SDKs for full flexibility.      |
+| [OpenAI SDK](https://langfuse.com/docs/integrations/openai)      | Python        | Automated instrumentation via drop-in replacement of OpenAI SDK. |
+| [Langchain](https://langfuse.com/docs/integrations/langchain)    | Python, JS/TS | Instrumentation via Langchain callbacks.        |
+| [LlamaIndex](https://langfuse.com/docs/integrations/llama-index) | Python       | Automated instrumentation via LlamaIndex callback system.        |
+| [API](https://langfuse.com/docs/api)                             |               | Directly call the public API. OpenAPI spec available.            |
 
-# Setup Langchain
-from langchain.chains import LLMChain
-...
-chain = LLMChain(llm=llm, prompt=prompt)
+External projects/packages that integrate with Langfuse:
 
-# Add Langfuse handler as callback
-chain.run(input="<user_input", callbacks=[handler])
-```
+| Name                                                            | Description                                                                                                                                      |
+| --------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ |
+| [LiteLLM](https://langfuse.com/docs/integrations/litellm)       | Use any LLM as a drop in replacement for GPT. Use Azure, OpenAI, Cohere, Anthropic, Ollama, VLLM, Sagemaker, HuggingFace, Replicate (100+ LLMs). |
+| [Flowise](https://langfuse.com/docs/integrations/flowise)       | JS/TS no-code builder for customized LLM flows.                                                                                                  |
+| [Langflow](https://langfuse.com/docs/integrations/langflow)     | Python-based UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.                          |
+| [Superagent](https://langfuse.com/docs/integrations/superagent) | Open Source AI Assistant Framework & API for prototyping and deployment of agents.                                                               |
 
-→ [Langchain integration docs for Python](https://langfuse.com/docs/integrations/langchain/python)
+## Questions and feedback
 
-**JS/TS**
+### Ideas and roadmap
 
-→ [Langchain integration docs for JS/TS](https://langfuse.com/docs/integrations/langchain/typescript)
+- [GitHub Discussions](https://github.com/orgs/langfuse/discussions)
+- [Feature Requests](https://langfuse.com/idea)
+- [Roadmap](https://langfuse.com/roadmap)
 
-#### Add scores/evaluations to traces (optional)
+### Support and feedback
 
-Quality/evaluation of traces is tracked via scores ([docs](https://langfuse.com/docs/scores)). Scores are related to traces and optionally to observations. Scores can be added via:
+In order of preference the best way to communicate with us:
 
-- **Backend SDKs** (see docs above): `{trace, event, span, generation}.score()`
-- **API** (see docs below): `POST /api/public/scores`
-- **Client-side using Web SDK**, e.g. to capture user feedback or other user-based quality metrics:
-
-  ```sh
-  npm install langfuse
-  ```
-
-  ```ts
-  // Client-side (browser)
-
-  import { LangfuseWeb } from "langfuse";
-
-  const langfuseWeb = new LangfuseWeb({
-    publicKey: process.env.LANGFUSE_PUBLIC_KEY,
-  });
-
-  // frontend handler (example: React)
-  export function UserFeedbackComponent(props: { traceId: string }) {
-    const handleUserFeedback = async (value: number) => {
-      await langfuseWeb.score({
-        traceId: props.traceId,
-        name: "user_feedback",
-        value,
-      });
-    };
-    return (
-      <div>
-        <button onClick={() => handleUserFeedback(1)}>👍</button>
-        <button onClick={() => handleUserFeedback(-1)}>👎</button>
-      </div>
-    );
-  }
-  ```
-
-#### API
-
-[**Api reference**](https://langfuse.com/docs/integrations/api)
-
-- POST/PATCH routes to ingest data
-- GET routes to use data in downstream applications (e.g. embedded analytics)
-
-## Questions / Feedback
-
-The maintainers are very active in the Langfuse [Discord](https://langfuse.com/discord) and are happy to answer questions or discuss feedback/ideas regarding the future of the project.
+- [GitHub Discussions](https://github.com/orgs/langfuse/discussions): Contribute [ideas](https://langfuse.com/idea) [support requests](https://github.com/orgs/langfuse/discussions/categories/support) and [report bugs](https://github.com/langfuse/langfuse/issues/new?labels=%F0%9F%90%9E%E2%9D%94+unconfirmed+bug&projects=&template=bug_report.yml&title=bug%3A+) (preferred as we create a permanent, indexed artifact for other community members)
+- [Discord](https://langfuse.com/discord): For community support and to chat directly with maintainers
+- Privately: Email contact at langfuse dot com
 
 ## Contributing to Langfuse
 
-Join the community [on Discord](https://discord.gg/7NXusRtqYU).
-
-To contribute, send us a PR, raise a GitHub issue, or email at contributing@langfuse.com
-
-### Development setup
-
-See [CONTRIBUTING.md](CONTRIBUTING.md) for details on how to setup a development environment.
+- Vote on [Ideas](https://github.com/orgs/langfuse/discussions/categories/ideas)
+- Raise and comment on [Issues](https://github.com/langfuse/langfuse/issues)
+- Open a PR - see [CONTRIBUTING.md](CONTRIBUTING.md) for details on how to setup a development environment.
 
 ## License
 
-Langfuse is MIT licensed, except for `ee/` folder. See [LICENSE](LICENSE) and [docs](https://langfuse.com/docs/open-source) for more details.
+This repository is MIT licensed, except for the `ee/` folder. See [LICENSE](LICENSE) and [docs](https://langfuse.com/docs/open-source) for more details.
 
 ## Misc
 
-### Upgrade Langfuse (localhost)
+### GET API to export your data
 
-```bash
-# Stop server and db
-docker compose down
+[**GET routes**](https://langfuse.com/docs/integrations/api) to use data in downstream applications (e.g. embedded analytics).
 
-# Pull latest changes
-git pull
-docker-compose pull
+### Security & Privacy
 
-# Run server and db
-docker compose up -d
-```
-
-### Run Langfuse in CI for integration tests
-
-Checkout GitHub Actions workflows of [Python SDK](https://github.com/langfuse/langfuse-python/blob/main/.github/workflows/ci.yml) and [JS/TS SDK](https://github.com/langfuse/langfuse-js/blob/main/.github/workflows/ci.yml).
+We take data security and privacy seriously. Please refer to our [Security and Privacy](https://langfuse.com/security) page for more information.
 
 ### Telemetry
 
-By default, Langfuse automatically reports basic usage statistics to a centralized server (PostHog).
+By default, Langfuse automatically reports basic usage statistics of self-hosted instances to a centralized server (PostHog).
 
 This helps us to:
 
 1. Understand how Langfuse is used and improve the most relevant features.
 2. Track overall usage for internal and external (e.g. fundraising) reporting.
 
-None of the data is shared with third parties and does not include any sensitive information. We want to be super transparent about this and you can find the exact data we collect [here](/src/features/telemetry/index.ts).
+None of the data is shared with third parties and does not include any sensitive information. We want to be super transparent about this and you can find the exact data we collect [here](/web/src/features/telemetry/index.ts).
 
 You can opt-out by setting `TELEMETRY_ENABLED=false`.

docker-compose.build.yml

@@ -1,20 +1,16 @@
 version: "3.5"
 
 services:
-  langfuse-server:
+  server:
     build:
-      dockerfile: Dockerfile
-      args:
-        - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
-        - NEXTAUTH_SECRET=mysecret
-        - SALT=mysalt
-        - NEXTAUTH_URL=http://localhost:3000
+      dockerfile: ./web/Dockerfile
+      context: .
     depends_on:
       - db
+      - redis
     ports:
       - "3000:3000"
     environment:
-      - NODE_ENV=production
       - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
       - NEXTAUTH_SECRET=mysecret
       - SALT=mysalt
@@ -22,8 +18,40 @@ services:
       - TELEMETRY_ENABLED=${TELEMETRY_ENABLED:-true}
       - NEXT_PUBLIC_SIGN_UP_DISABLED=${NEXT_PUBLIC_SIGN_UP_DISABLED:-false}
       - LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
+      - REDIS_URL=${REDIS_URL:-redis}
+      - REDIS_PORT=${REDIS_PORT:-6379}
+      - REDIS_AUTH=${REDIS_AUTH:-myredissecret}
     restart: always
 
+  worker:
+    build:
+      dockerfile: ./worker/Dockerfile
+      context: .
+    depends_on:
+      - db
+      - redis
+      - server
+    ports:
+      - "3030:3030"
+    environment:
+      - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
+      - NEXTAUTH_SECRET=mysecret
+      - TELEMETRY_ENABLED=${TELEMETRY_ENABLED:-true}
+      - LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
+      - PORT=${PORT:-3030}
+      - REDIS_URL=${REDIS_URL:-redis}
+      - REDIS_PORT=${REDIS_PORT:-6379}
+      - REDIS_AUTH=${REDIS_AUTH:-myredissecret}
+    restart: always
+
+  redis:
+    image: redis:7.2.4
+    command: >
+      --requirepass ${REDIS_AUTH:-myredissecret}
+    restart: always
+    ports:
+      - 6379:6379
+
   db:
     image: postgres
     restart: always

docker-compose.dev.yml

@@ -1,6 +1,14 @@
 version: "3.5"
 
 services:
+  redis:
+    image: redis:7.2.4
+    restart: always
+    command: >
+      --requirepass ${REDIS_AUTH:-myredissecret}
+    ports:
+      - 6379:6379
+
   db:
     image: postgres
     restart: always

docker-compose.yml

@@ -8,7 +8,6 @@ services:
     ports:
       - "3000:3000"
     environment:
-      - NODE_ENV=production
       - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
       - NEXTAUTH_SECRET=mysecret
       - SALT=mysalt

fern/apis/client/generators.yml

@@ -15,7 +15,7 @@ groups:
         version: 0.0.26
         output:
           location: local-file-system
-          path: ../../../generated/openapi-client
+          path: ../../../web/generated/openapi-client
         config:
           namespaceExport: Langfuse
           allowCustomFetcher: true

fern/apis/server/definition/commons.yml

@@ -18,18 +18,33 @@ types:
       public:
         type: optional<boolean>
         docs: Public traces are accessible via url without login
-  TraceWithDetails:
+  TraceWithDetails: # GET /traces
     extends: Trace
     properties:
+      htmlPath:
+        type: string
+        docs: Path of trace in Langfuse UI
+      latency:
+        type: double
+        docs: Latency of trace in seconds
+      totalCost:
+        type: double
+        docs: Cost of trace in USD
       observations:
         type: list<string>
         docs: List of observation ids
       scores:
         type: list<string>
         docs: List of score ids
-  TraceWithFullDetails:
+  TraceWithFullDetails: # GET traces/[traceID]
     extends: Trace
     properties:
+      htmlPath:
+        type: string
+        docs: Path of trace in Langfuse UI
+      totalCost:
+        type: double
+        docs: Cost of trace in USD
       observations: list<ObservationsView>
       scores: list<Score>
   Session:
@@ -72,22 +87,38 @@ types:
       calculatedInputCost: optional<double>
       calculatedOutputCost: optional<double>
       calculatedTotalCost: optional<double>
+      latency: optional<double>
 
   Usage:
+    docs: Standard interface for usage and cost
     properties:
-      input: optional<integer>
-      output: optional<integer>
-      total: optional<integer>
+      input:
+        docs: Number of input units (e.g. tokens)
+        type: optional<integer>
+      output:
+        docs: Number of output units (e.g. tokens)
+        type: optional<integer>
+      total:
+        docs: Defaults to input+output if not set
+        type: optional<integer>
       unit: optional<ModelUsageUnit>
-      inputCost: optional<double>
-      outputCost: optional<double>
-      totalCost: optional<double>
+      inputCost:
+        docs: USD input cost
+        type: optional<double>
+      outputCost:
+        docs: USD output cost
+        type: optional<double>
+      totalCost:
+        docs: USD total cost, defaults to input+output
+        type: optional<double>
+
   Score:
     properties:
       id: string
       traceId: string
       name: string
       value: double
+      source: ScoreSource
       observationId: optional<string>
       timestamp: datetime
       comment: optional<string>
@@ -122,6 +153,7 @@ types:
     properties:
       id: string
       name: string
+      metadata: optional<unknown>
       datasetId: string
       createdAt: datetime
       updatedAt: datetime
@@ -129,9 +161,13 @@ types:
 
   # Utilities
   ModelUsageUnit:
+    docs: Unit of usage in Langfuse
     enum:
       - CHARACTERS
       - TOKENS
+      - MILLISECONDS
+      - SECONDS
+      - IMAGES
   ObservationLevel:
     enum:
       - DEBUG
@@ -149,6 +185,10 @@ types:
     enum:
       - ACTIVE
       - ARCHIVED
+  ScoreSource:
+    enum:
+      - API
+      - REVIEW
 
 errors:
   Error:

fern/apis/server/definition/dataset-items.yml

@@ -7,12 +7,12 @@ service:
   endpoints:
     create:
       method: POST
-      docs: Create a dataset item, upserts on id
+      docs: Create a dataset item
       path: /dataset-items
       request: CreateDatasetItemRequest
       response: commons.DatasetItem
     get:
-      docs: Get a specific dataset item
+      docs: Get a dataset item
       method: GET
       path: /dataset-items/{id}
       path-parameters:
@@ -26,4 +26,6 @@ types:
       datasetName: string
       input: unknown
       expectedOutput: optional<unknown>
-      id: optional<string>
+      id:
+        type: optional<string>
+        docs: Dataset items are upserted on their id

fern/apis/server/definition/dataset-run-items.yml

@@ -15,5 +15,8 @@ types:
   CreateDatasetRunItemRequest:
     properties:
       runName: string
+      metadata:
+        type: optional<unknown>
+        docs: Metadata of the dataset run, updates run if run already exists
       datasetItemId: string
       observationId: string

fern/apis/server/definition/ingestion.yml

@@ -7,7 +7,7 @@ service:
   base-path: /api/public
   endpoints:
     batch:
-      docs: Ingest multiple events to Langfuse
+      docs: Batched ingestion for Langfuse Tracing
       method: POST
       path: /ingestion
       request:
@@ -31,8 +31,12 @@ types:
       sdk-log: SDKLogEvent
 
       # both are legacy
-      observation-create: CreateObservationEvent
-      observation-update: UpdateObservationEvent
+      observation-create:
+        type: CreateObservationEvent
+        docs: Deprecated event type
+      observation-update:
+        type: UpdateObservationEvent
+        docs: Deprecated event type
 
   ObservationType:
     enum:
@@ -47,6 +51,7 @@ types:
       - OpenAIUsage
 
   OpenAIUsage:
+    docs: Usage interface of OpenAI for improved compatibility.
     properties:
       promptTokens: optional<integer>
       completionTokens: optional<integer>
@@ -128,6 +133,7 @@ types:
   TraceBody:
     properties:
       id: optional<string>
+      timestamp: optional<datetime>
       name: optional<string>
       userId: optional<string>
       input: optional<unknown>

fern/apis/server/definition/metrics.yml

@@ -0,0 +1,48 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/fern-api/fern/main/fern.schema.json
+imports:
+  pagination: ./utils/pagination.yml
+  commons: ./commons.yml
+service:
+  auth: true
+  base-path: /api/public
+  endpoints:
+    daily:
+      docs: Get daily metrics of the Langfuse project
+      method: GET
+      path: /metrics/daily
+      request:
+        name: GetDailyMetricsRequest
+        query-parameters:
+          page: optional<integer>
+          limit: optional<integer>
+          traceName:
+            type: optional<string>
+            docs: Optional filter by the name of the trace
+          userId:
+            type: optional<string>
+            docs: Optional filter by the userId associated with the trace
+          tags:
+            type: optional<string>
+            allow-multiple: true
+            docs: Optional filter for metrics where traces include all of these tags
+      response: DailyMetrics
+types:
+  DailyMetrics:
+    properties:
+      data:
+        type: list<DailyMetricsDetails>
+        docs: A list of daily metrics, only days with ingested data are included.
+      meta: pagination.MetaResponse
+  DailyMetricsDetails:
+    properties:
+      date: date
+      countTraces: integer
+      totalCost: double
+      usage: list<UsageByModel>
+  UsageByModel:
+    docs: Daily usage of a given model. Usage corresponds to the unit set for the specific model (e.g. tokens).
+    properties:
+      model: string
+      inputUsage: integer
+      outputUsage: integer
+      totalUsage: integer

fern/apis/server/definition/observations.yml

@@ -7,7 +7,7 @@ service:
   base-path: /api/public
   endpoints:
     get:
-      docs: Get a specific observation
+      docs: Get a observation
       method: GET
       path: /observations/{observationId}
       path-parameters:

fern/apis/server/definition/projects.yml

@@ -7,6 +7,7 @@ service:
   base-path: /api/public
   endpoints:
     get:
+      docs: Get Project associated with API key
       method: GET
       path: /projects
       response: Projects

fern/apis/server/definition/prompts.yml

@@ -7,7 +7,7 @@ service:
   base-path: /api/public
   endpoints:
     get:
-      docs: Get a specific prompt
+      docs: Get a prompt
       method: GET
       path: /prompts
       request:
@@ -17,7 +17,7 @@ service:
           version: optional<integer>
       response: Prompt
     create:
-      docs: Create a specific prompt
+      docs: Create a prompt
       method: POST
       path: /prompts
       request: CreatePromptRequest
@@ -27,10 +27,15 @@ types:
   CreatePromptRequest:
     properties:
       name: string
-      isActive: boolean
+      isActive:
+        docs: Should the prompt be promoted to production immediately?
+        type: boolean
       prompt: string
+      config: optional<unknown>
+
   Prompt:
     properties:
       name: string
       version: integer
       prompt: string
+      config: unknown

fern/apis/server/definition/score.yml

@@ -7,13 +7,13 @@ service:
   base-path: /api/public
   endpoints:
     create:
-      docs: Add a score to the database, upserts on id
+      docs: Create a score
       method: POST
       path: /scores
       request: CreateScoreRequest
       response: commons.Score
     get:
-      docs: Get scores
+      docs: Get a list of scores
       method: GET
       path: /scores
       request:
@@ -24,6 +24,23 @@ service:
           userId: optional<string>
           name: optional<string>
       response: Scores
+    get-by-id:
+      docs: Get a score
+      method: GET
+      path: /scores/{scoreId}
+      path-parameters:
+        scoreId:
+          type: string
+          docs: The unique langfuse identifier of a score
+      response: commons.Score
+    delete:
+      docs: Delete a score
+      method: DELETE
+      path: /scores/{scoreId}
+      path-parameters:
+        scoreId:
+          type: string
+          docs: The unique langfuse identifier of a score
 types:
   CreateScoreRequest:
     properties:

fern/apis/server/definition/trace.yml

@@ -27,8 +27,8 @@ service:
           userId: optional<string>
           name: optional<string>
           orderBy:
-            type: string
-            docs: Format of the string sort_by=timestamp.asc (id, timestamp, name, userId, release, version, public, bookmarked, sessionId)
+            type: optional<string>
+            docs: "Format of the string [field].[asc/desc]. Fields: id, timestamp, name, userId, release, version, public, bookmarked, sessionId. Example: timestamp.asc"
           tags:
             type: optional<string>
             allow-multiple: true

fern/apis/server/generators.yml

@@ -6,7 +6,7 @@ groups:
         version: 0.0.28
         output:
           location: local-file-system
-          path: ../../../generated/openapi-server
+          path: ../../../web/generated/openapi-server
         config:
           namespaceExport: Langfuse
           allowCustomFetcher: true

generated/openapi-server/openapi.yml

@@ -387,6 +387,81 @@ paths:
                     $ref: '#/components/schemas/IngestionEvent'
               required:
                 - batch
+  /api/public/metrics/daily:
+    get:
+      description: Get daily metrics of the Langfuse project
+      operationId: metrics_daily
+      tags:
+        - Metrics
+      parameters:
+        - name: page
+          in: query
+          required: false
+          schema:
+            type: integer
+            nullable: true
+        - name: limit
+          in: query
+          required: false
+          schema:
+            type: integer
+            nullable: true
+        - name: traceName
+          in: query
+          description: Optional filter by the name of the trace
+          required: false
+          schema:
+            type: string
+            nullable: true
+        - name: userId
+          in: query
+          description: Optional filter by the userId associated with the trace
+          required: false
+          schema:
+            type: string
+            nullable: true
+        - name: tags
+          in: query
+          description: Optional filter for metrics where traces include all of these tags
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              nullable: true
+      responses:
+        '200':
+          description: ''
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DailyMetrics'
+        '400':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '401':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '403':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '404':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '405':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+      security: *ref_0
   /api/public/observations/{observationId}:
     get:
       description: Get a specific observation
@@ -761,6 +836,48 @@ paths:
             application/json:
               schema: {}
       security: *ref_0
+  /api/public/scores/{scoreId}:
+    delete:
+      description: Delete a score
+      operationId: score_delete
+      tags:
+        - Score
+      parameters:
+        - name: scoreId
+          in: path
+          description: The unique langfuse identifier of a score
+          required: true
+          schema:
+            type: string
+      responses:
+        '204':
+          description: ''
+        '400':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '401':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '403':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '404':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+        '405':
+          description: ''
+          content:
+            application/json:
+              schema: {}
+      security: *ref_0
   /api/public/sessions/{sessionId}:
     get:
       description: Get a session
@@ -983,6 +1100,17 @@ components:
       title: TraceWithDetails
       type: object
       properties:
+        htmlPath:
+          type: string
+          description: Path of trace in Langfuse UI
+        latency:
+          type: number
+          format: double
+          description: Latency of trace in seconds
+        totalCost:
+          type: number
+          format: double
+          description: Cost of trace in USD
         observations:
           type: array
           items:
@@ -994,6 +1122,9 @@ components:
             type: string
           description: List of score ids
       required:
+        - htmlPath
+        - latency
+        - totalCost
         - observations
         - scores
       allOf:
@@ -1002,6 +1133,13 @@ components:
       title: TraceWithFullDetails
       type: object
       properties:
+        htmlPath:
+          type: string
+          description: Path of trace in Langfuse UI
+        totalCost:
+          type: number
+          format: double
+          description: Cost of trace in USD
         observations:
           type: array
           items:
@@ -1011,6 +1149,8 @@ components:
           items:
             $ref: '#/components/schemas/Score'
       required:
+        - htmlPath
+        - totalCost
         - observations
         - scores
       allOf:
@@ -1134,6 +1274,10 @@ components:
           type: number
           format: double
           nullable: true
+        latency:
+          type: number
+          format: double
+          nullable: true
       allOf:
         - $ref: '#/components/schemas/Observation'
     Usage:
@@ -1311,6 +1455,9 @@ components:
       enum:
         - CHARACTERS
         - TOKENS
+        - MILLISECONDS
+        - SECONDS
+        - IMAGES
     ObservationLevel:
       title: ObservationLevel
       type: string
@@ -1717,6 +1864,10 @@ components:
         id:
           type: string
           nullable: true
+        timestamp:
+          type: string
+          format: date-time
+          nullable: true
         name:
           type: string
           nullable: true
@@ -1933,6 +2084,60 @@ components:
       required:
         - successes
         - errors
+    DailyMetrics:
+      title: DailyMetrics
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/DailyMetricsDetails'
+          description: A list of daily metrics, only days with ingested data are included.
+        meta:
+          $ref: '#/components/schemas/utilsMetaResponse'
+      required:
+        - data
+        - meta
+    DailyMetricsDetails:
+      title: DailyMetricsDetails
+      type: object
+      properties:
+        date:
+          type: string
+        countTraces:
+          type: integer
+        totalCost:
+          type: number
+          format: double
+        usage:
+          type: array
+          items:
+            $ref: '#/components/schemas/UsageByModel'
+      required:
+        - date
+        - countTraces
+        - totalCost
+        - usage
+    UsageByModel:
+      title: UsageByModel
+      type: object
+      description: >-
+        Daily usage of a given model. Usage corresponds to the unit set for the
+        specific model (e.g. tokens).
+      properties:
+        model:
+          type: string
+        inputUsage:
+          type: integer
+        outputUsage:
+          type: integer
+        totalUsage:
+          type: integer
+      required:
+        - model
+        - inputUsage
+        - outputUsage
+        - totalUsage
     Observations:
       title: Observations
       type: object
@@ -1990,6 +2195,8 @@ components:
           type: boolean
         prompt:
           type: string
+        config:
+          nullable: true
       required:
         - name
         - isActive
@@ -2004,10 +2211,12 @@ components:
           type: integer
         prompt:
           type: string
+        config: {}
       required:
         - name
         - version
         - prompt
+        - config
     CreateScoreRequest:
       title: CreateScoreRequest
       type: object

generated/postman/collection.json

@@ -46,7 +46,7 @@
           "_type": "endpoint",
           "name": "Create",
           "request": {
-            "description": "Create a dataset item, upserts on id",
+            "description": "Create a dataset item",
             "url": {
               "raw": "{{baseUrl}}/api/public/dataset-items",
               "host": [
@@ -79,7 +79,7 @@
           "_type": "endpoint",
           "name": "Get",
           "request": {
-            "description": "Get a specific dataset item",
+            "description": "Get a dataset item",
             "url": {
               "raw": "{{baseUrl}}/api/public/dataset-items/:id",
               "host": [
@@ -137,7 +137,7 @@
             "auth": null,
             "body": {
               "mode": "raw",
-              "raw": "{\n    \"runName\": \"example\",\n    \"datasetItemId\": \"example\",\n    \"observationId\": \"example\"\n}",
+              "raw": "{\n    \"runName\": \"example\",\n    \"metadata\": \"UNKNOWN\",\n    \"datasetItemId\": \"example\",\n    \"observationId\": \"example\"\n}",
               "options": {
                 "raw": {
                   "language": "json"
@@ -301,7 +301,7 @@
           "_type": "endpoint",
           "name": "Batch",
           "request": {
-            "description": "Ingest multiple events to Langfuse",
+            "description": "Batched ingestion for Langfuse Tracing",
             "url": {
               "raw": "{{baseUrl}}/api/public/ingestion",
               "host": [
@@ -320,7 +320,7 @@
             "auth": null,
             "body": {
               "mode": "raw",
-              "raw": "{\n    \"batch\": [\n        {\n            \"type\": \"trace-create\",\n            \"body\": {\n                \"id\": \"example\",\n                \"name\": \"example\",\n                \"userId\": \"example\",\n                \"input\": \"UNKNOWN\",\n                \"output\": \"UNKNOWN\",\n                \"sessionId\": \"example\",\n                \"release\": \"example\",\n                \"version\": \"example\",\n                \"metadata\": \"UNKNOWN\",\n                \"tags\": [\n                    \"example\"\n                ],\n                \"public\": true\n            },\n            \"id\": \"example\",\n            \"timestamp\": \"example\",\n            \"metadata\": \"UNKNOWN\"\n        }\n    ]\n}",
+              "raw": "{\n    \"batch\": [\n        {\n            \"type\": \"trace-create\",\n            \"body\": {\n                \"id\": \"example\",\n                \"timestamp\": \"1994-11-05T13:15:30Z\",\n                \"name\": \"example\",\n                \"userId\": \"example\",\n                \"input\": \"UNKNOWN\",\n                \"output\": \"UNKNOWN\",\n                \"sessionId\": \"example\",\n                \"release\": \"example\",\n                \"version\": \"example\",\n                \"metadata\": \"UNKNOWN\",\n                \"tags\": [\n                    \"example\"\n                ],\n                \"public\": true\n            },\n            \"id\": \"example\",\n            \"timestamp\": \"example\",\n            \"metadata\": \"UNKNOWN\"\n        }\n    ]\n}",
               "options": {
                 "raw": {
                   "language": "json"
@@ -332,6 +332,65 @@
         }
       ]
     },
+    {
+      "_type": "container",
+      "description": null,
+      "name": "Metrics",
+      "item": [
+        {
+          "_type": "endpoint",
+          "name": "Daily",
+          "request": {
+            "description": "Get daily metrics of the Langfuse project",
+            "url": {
+              "raw": "{{baseUrl}}/api/public/metrics/daily?page=&limit=&traceName=&userId=&tags=",
+              "host": [
+                "{{baseUrl}}"
+              ],
+              "path": [
+                "api",
+                "public",
+                "metrics",
+                "daily"
+              ],
+              "query": [
+                {
+                  "key": "page",
+                  "value": "",
+                  "description": null
+                },
+                {
+                  "key": "limit",
+                  "value": "",
+                  "description": null
+                },
+                {
+                  "key": "traceName",
+                  "value": "",
+                  "description": "Optional filter by the name of the trace"
+                },
+                {
+                  "key": "userId",
+                  "value": "",
+                  "description": "Optional filter by the userId associated with the trace"
+                },
+                {
+                  "key": "tags",
+                  "value": "",
+                  "description": "Optional filter for metrics where traces include all of these tags"
+                }
+              ],
+              "variable": []
+            },
+            "header": [],
+            "method": "GET",
+            "auth": null,
+            "body": null
+          },
+          "response": []
+        }
+      ]
+    },
     {
       "_type": "container",
       "description": null,
@@ -341,7 +400,7 @@
           "_type": "endpoint",
           "name": "Get",
           "request": {
-            "description": "Get a specific observation",
+            "description": "Get a observation",
             "url": {
               "raw": "{{baseUrl}}/api/public/observations/:observationId",
               "host": [
@@ -441,7 +500,7 @@
           "_type": "endpoint",
           "name": "Get",
           "request": {
-            "description": null,
+            "description": "Get Project associated with API key",
             "url": {
               "raw": "{{baseUrl}}/api/public/projects",
               "host": [
@@ -473,7 +532,7 @@
           "_type": "endpoint",
           "name": "Get",
           "request": {
-            "description": "Get a specific prompt",
+            "description": "Get a prompt",
             "url": {
               "raw": "{{baseUrl}}/api/public/prompts?name=&version=",
               "host": [
@@ -509,7 +568,7 @@
           "_type": "endpoint",
           "name": "Create",
           "request": {
-            "description": "Create a specific prompt",
+            "description": "Create a prompt",
             "url": {
               "raw": "{{baseUrl}}/api/public/prompts",
               "host": [
@@ -528,7 +587,7 @@
             "auth": null,
             "body": {
               "mode": "raw",
-              "raw": "{\n    \"name\": \"example\",\n    \"isActive\": true,\n    \"prompt\": \"example\"\n}",
+              "raw": "{\n    \"name\": \"example\",\n    \"isActive\": true,\n    \"prompt\": \"example\",\n    \"config\": \"UNKNOWN\"\n}",
               "options": {
                 "raw": {
                   "language": "json"
@@ -549,7 +608,7 @@
           "_type": "endpoint",
           "name": "Create",
           "request": {
-            "description": "Add a score to the database, upserts on id",
+            "description": "Create a score",
             "url": {
               "raw": "{{baseUrl}}/api/public/scores",
               "host": [
@@ -582,7 +641,7 @@
           "_type": "endpoint",
           "name": "Get",
           "request": {
-            "description": "Get scores",
+            "description": "Get a list of scores",
             "url": {
               "raw": "{{baseUrl}}/api/public/scores?page=&limit=&userId=&name=",
               "host": [
@@ -623,6 +682,70 @@
             "body": null
           },
           "response": []
+        },
+        {
+          "_type": "endpoint",
+          "name": "Get By Id",
+          "request": {
+            "description": "Get a score",
+            "url": {
+              "raw": "{{baseUrl}}/api/public/scores/:scoreId",
+              "host": [
+                "{{baseUrl}}"
+              ],
+              "path": [
+                "api",
+                "public",
+                "scores",
+                ":scoreId"
+              ],
+              "query": [],
+              "variable": [
+                {
+                  "key": "scoreId",
+                  "value": "",
+                  "description": "The unique langfuse identifier of a score"
+                }
+              ]
+            },
+            "header": [],
+            "method": "GET",
+            "auth": null,
+            "body": null
+          },
+          "response": []
+        },
+        {
+          "_type": "endpoint",
+          "name": "Delete",
+          "request": {
+            "description": "Delete a score",
+            "url": {
+              "raw": "{{baseUrl}}/api/public/scores/:scoreId",
+              "host": [
+                "{{baseUrl}}"
+              ],
+              "path": [
+                "api",
+                "public",
+                "scores",
+                ":scoreId"
+              ],
+              "query": [],
+              "variable": [
+                {
+                  "key": "scoreId",
+                  "value": "",
+                  "description": "The unique langfuse identifier of a score"
+                }
+              ]
+            },
+            "header": [],
+            "method": "DELETE",
+            "auth": null,
+            "body": null
+          },
+          "response": []
         }
       ]
     },
@@ -741,7 +864,7 @@
                 {
                   "key": "orderBy",
                   "value": "",
-                  "description": "Format of the string sort_by=timestamp.asc (id, timestamp, name, userId, release, version, public, bookmarked, sessionId)"
+                  "description": "Format of the string [field].[asc/desc]. Fields: id, timestamp, name, userId, release, version, public, bookmarked, sessionId. Example: timestamp.asc"
                 },
                 {
                   "key": "tags",

package.json

@@ -1,173 +1,31 @@
 {
-  "name": "langfuse-core",
-  "version": "2.1.2",
-  "private": true,
+  "name": "langfuse",
+  "version": "2.7.0",
+  "author": "engineering@langfuse.com",
+  "license": "MIT",
+  "engines": {
+    "node": ">=20"
+  },
   "scripts": {
-    "prebuild": "cp generated/openapi-client/openapi.yml public/openapi-client.yml && cp generated/openapi-server/openapi.yml public/openapi-server.yml",
-    "build": "next build",
-    "dev": "next dev",
-    "dx": "npm i && npm run db:reset && npm run db:seed:examples && npm run dev",
-    "postinstall": "prisma generate",
-    "lint": "next lint",
-    "lint:fix": "next lint --fix",
-    "prettier": "prettier --write ./src *.{ts,js}",
-    "clean": "rm -rf node_modules",
-    "start": "next start",
-    "test": "jest --runInBand",
-    "test:watch": "jest --watch --runInBand",
-    "test:e2e": "playwright test",
-    "db:migrate": "DISABLE_ERD=false npx prisma migrate dev",
-    "db:reset": "npx prisma migrate reset",
-    "db:seed": "npx prisma db seed",
-    "db:seed:examples": "npx prisma db seed -- --environment examples",
-    "release": "release-it",
-    "models:migrate": "tsx scripts/model-match.ts"
-  },
-  "prisma": {
-    "seed": "ts-node -r tsconfig-paths/register --compiler-options {\"module\":\"CommonJS\"} prisma/seed.ts"
-  },
-  "dependencies": {
-    "@anthropic-ai/tokenizer": "^0.0.4",
-    "@aws-sdk/client-s3": "^3.501.0",
-    "@aws-sdk/s3-request-presigner": "^3.501.0",
-    "@headlessui/react": "^1.7.18",
-    "@heroicons/react": "^2.1.1",
-    "@hookform/resolvers": "^3.3.4",
-    "@next-auth/prisma-adapter": "^1.0.7",
-    "@prisma/client": "^5.8.1",
-    "@radix-ui/react-accordion": "^1.1.2",
-    "@radix-ui/react-alert-dialog": "^1.0.5",
-    "@radix-ui/react-avatar": "^1.0.4",
-    "@radix-ui/react-checkbox": "^1.0.4",
-    "@radix-ui/react-collapsible": "^1.0.3",
-    "@radix-ui/react-dialog": "^1.0.5",
-    "@radix-ui/react-dropdown-menu": "^2.0.6",
-    "@radix-ui/react-hover-card": "^1.0.7",
-    "@radix-ui/react-icons": "^1.3.0",
-    "@radix-ui/react-label": "^2.0.2",
-    "@radix-ui/react-popover": "^1.0.7",
-    "@radix-ui/react-scroll-area": "^1.0.5",
-    "@radix-ui/react-select": "^2.0.0",
-    "@radix-ui/react-separator": "^1.0.3",
-    "@radix-ui/react-slider": "^1.1.2",
-    "@radix-ui/react-slot": "^1.0.2",
-    "@radix-ui/react-switch": "^1.0.3",
-    "@radix-ui/react-tabs": "^1.0.4",
-    "@radix-ui/react-toggle": "^1.0.3",
-    "@radix-ui/react-tooltip": "^1.0.7",
-    "@react-email/components": "^0.0.14",
-    "@react-email/render": "^0.0.12",
-    "@sentry/nextjs": "^7.99.0",
-    "@sentry/profiling-node": "^1.3.5",
-    "@sentry/types": "^7.88.0",
-    "@t3-oss/env-nextjs": "^0.8.0",
-    "@tailwindcss/forms": "^0.5.7",
-    "@tanstack/react-query": "^4.36.1",
-    "@tanstack/react-table": "^8.11.7",
-    "@tremor/react": "^3.11.1",
-    "@trpc/client": "^10.45.0",
-    "@trpc/next": "^10.45.0",
-    "@trpc/react-query": "^10.45.0",
-    "@trpc/server": "^10.45.0",
-    "@vercel/edge-config": "^0.4.1",
-    "bcryptjs": "^2.4.3",
-    "class-variance-authority": "^0.7.0",
-    "clsx": "^2.1.0",
-    "cmdk": "^0.2.1",
-    "core-js": "^3.35.1",
-    "cors": "^2.8.5",
-    "date-fns": "^3.3.1",
-    "decimal.js": "^10.4.3",
-    "exponential-backoff": "^3.1.1",
-    "js-tiktoken": "^1.0.10",
-    "lodash": "^4.17.21",
-    "lucide-react": "^0.321.0",
-    "next": "^14.1.0",
-    "next-auth": "^4.24.5",
-    "next-query-params": "^5.0.0",
-    "nodemailer": "^6.9.9",
-    "posthog-js": "^1.103.1",
-    "posthog-node": "^3.6.1",
-    "react": "18.2.0",
-    "react-day-picker": "^8.10.0",
-    "react-dom": "18.2.0",
-    "react-hook-form": "^7.49.3",
-    "react-icons": "^5.0.1",
-    "react-responsive": "^9.0.2",
-    "react18-json-view": "^0.2.7",
-    "superjson": "2.2.1",
-    "tailwind-merge": "^2.2.1",
-    "tailwindcss-animate": "^1.0.7",
-    "use-query-params": "^2.2.1",
-    "uuid": "^9.0.1",
-    "zod": "^3.22.4"
+    "preinstall": "npx only-allow pnpm",
+    "infra:dev:up": "docker-compose -f ./docker-compose.dev.yml up -d",
+    "infra:dev:down": "docker-compose -f ./docker-compose.dev.yml down",
+    "db:generate": "turbo run db:generate",
+    "db:migrate": "turbo run db:migrate",
+    "db:seed": "turbo run db:seed",
+    "db:seed:examples": "turbo run db:seed:examples",
+    "nuke": "bash ./scripts/nuke.sh",
+    "dx": "pnpm i && pnpm --filter=shared run db:reset && pnpm --filter=worker run db:seed:examples && pnpm run dev",
+    "build": "turbo run build",
+    "start": "turbo run start",
+    "dev": "turbo run dev",
+    "lint": "turbo run lint",
+    "test": "turbo run test",
+    "models:migrate": "turbo run models:migrate"
   },
   "devDependencies": {
-    "@jedmao/location": "^3.0.0",
-    "@mermaid-js/mermaid-cli": "^10.7.0",
-    "@playwright/test": "^1.41.2",
-    "@release-it/bumper": "^6.0.1",
-    "@testing-library/jest-dom": "^6.4.1",
-    "@testing-library/react": "^14.2.1",
-    "@types/bcryptjs": "^2.4.6",
-    "@types/cors": "^2.8.17",
-    "@types/eslint": "^8.56.2",
-    "@types/jest": "^29.5.12",
-    "@types/lodash": "^4.14.202",
-    "@types/node": "20.10.5",
-    "@types/nodemailer": "^6.4.14",
-    "@types/react": "^18.2.51",
-    "@types/react-dom": "^18.2.18",
-    "@types/uuid": "^9.0.8",
-    "@typescript-eslint/eslint-plugin": "^6.20.0",
-    "@typescript-eslint/parser": "^6.20.0",
-    "autoprefixer": "^10.4.17",
     "dotenv-cli": "^7.3.0",
-    "eslint": "^8.56.0",
-    "eslint-config-next": "^14.1.0",
-    "jest": "^29.7.0",
-    "jest-environment-jsdom": "^29.7.0",
-    "postcss": "^8.4.33",
-    "prettier": "^3.2.4",
-    "prettier-plugin-tailwindcss": "^0.5.11",
-    "prisma": "^5.8.1",
-    "prisma-erd-generator": "^1.11.2",
-    "release-it": "^17.0.3",
-    "tailwindcss": "^3.4.1",
-    "ts-node": "^10.9.2",
-    "tsconfig-paths": "^4.2.0",
-    "tsx": "^4.7.0",
-    "typescript": "^5.3.3"
-  },
-  "ct3aMetadata": {
-    "initVersion": "7.13.0"
-  },
-  "optionalDependencies": {
-    "crisp-sdk-web": "^1.0.21"
-  },
-  "release-it": {
-    "git": {
-      "commitMessage": "chore: release v${version}",
-      "tagName": "v${version}"
-    },
-    "github": {
-      "release": true,
-      "web": true,
-      "autoGenerate": true,
-      "releaseName": "v${version}",
-      "comments": {
-        "submit": true,
-        "issue": ":rocket: _This issue has been resolved in v${version}. See [${releaseName}](${releaseUrl}) for release notes._",
-        "pr": ":rocket: _This pull request is included in v${version}. See [${releaseName}](${releaseUrl}) for release notes._"
-      }
-    },
-    "plugins": {
-      "@release-it/bumper": {
-        "out": {
-          "file": "./src/constants/VERSION.ts",
-          "type": "application/typescript"
-        }
-      }
-    }
+    "prettier": "^3.2.5",
+    "turbo": "^1.13.0"
   }
 }

packages/config-eslint/library.js

@@ -0,0 +1,39 @@
+const { resolve } = require("node:path");
+
+const project = resolve(process.cwd(), "tsconfig.json");
+
+/** @type {import("eslint").Linter.Config} */
+module.exports = {
+  extends: ["eslint:recommended", "prettier", "eslint-config-turbo"],
+  plugins: ["only-warn"],
+  globals: {
+    React: true,
+    JSX: true,
+  },
+  env: {
+    node: true,
+    es6: true,
+  },
+  settings: {
+    "import/resolver": {
+      typescript: {
+        project,
+      },
+    },
+  },
+  ignorePatterns: [
+    // Ignore dotfiles
+    ".*.js",
+    "node_modules/",
+    "dist/",
+  ],
+  rules: {
+    "no-redeclare": "off",
+    "import/order": "off",
+  },
+  overrides: [
+    {
+      files: ["*.js?(x)", "*.ts?(x)"],
+    },
+  ],
+};

packages/config-eslint/next.js

@@ -0,0 +1,65 @@
+const { resolve } = require("node:path");
+
+const project = resolve(process.cwd(), "tsconfig.json");
+
+/*
+ * This is a custom ESLint configuration for use with
+ * Next.js apps.
+ *
+ * This config extends the Vercel Engineering Style Guide.
+ * For more information, see https://github.com/vercel/style-guide
+ *
+ */
+
+module.exports = {
+  parser: "@typescript-eslint/parser", // Set the parser to @typescript-eslint/parser
+  extends: [
+    "plugin:@typescript-eslint/recommended",
+    "plugin:@typescript-eslint/strict-type-checked",
+    "eslint-config-turbo",
+  ],
+  rules: {
+    "@typescript-eslint/no-non-null-assertion": "off",
+    "@typescript-eslint/no-confusing-void-expression": "off",
+  },
+  parser: "@typescript-eslint/parser",
+
+  parserOptions: {
+    project,
+  },
+  globals: {
+    React: true,
+    JSX: true,
+  },
+  plugins: ["@typescript-eslint"],
+  extends: ["next/core-web-vitals"],
+  env: {
+    es6: true,
+    jest: true,
+  },
+  settings: {
+    "import/resolver": {
+      typescript: {
+        project,
+      },
+    },
+  },
+  ignorePatterns: ["node_modules/", "dist/"],
+  // add rules configurations here
+  rules: {
+    "@typescript-eslint/consistent-type-imports": [
+      "warn",
+      {
+        prefer: "type-imports",
+        fixStyle: "inline-type-imports",
+      },
+    ],
+    "@typescript-eslint/no-unused-vars": ["warn", { argsIgnorePattern: "^_" }],
+    "react/jsx-key": [
+      "error",
+      {
+        warnOnDuplicates: true,
+      },
+    ],
+  },
+};

packages/config-eslint/package.json

@@ -0,0 +1,19 @@
+{
+  "name": "@repo/eslint-config",
+  "version": "0.0.0",
+  "license": "MIT",
+  "private": true,
+  "files": [
+    "library.js",
+    "next.js"
+  ],
+  "devDependencies": {
+    "@vercel/style-guide": "^5.2.0",
+    "eslint-config-turbo": "^1.12.4",
+    "eslint-config-prettier": "^9.1.0",
+    "eslint-plugin-only-warn": "^1.1.0",
+    "@typescript-eslint/parser": "^7.1.0",
+    "@typescript-eslint/eslint-plugin": "^7.1.0",
+    "typescript": "^5.3.3"
+  }
+}

packages/config-typescript/base.json

@@ -0,0 +1,22 @@
+{
+  "$schema": "https://json.schemastore.org/tsconfig",
+  "display": "Default",
+  "compilerOptions": {
+    "composite": false,
+    "declaration": true,
+    "declarationMap": true,
+    "esModuleInterop": true,
+    "forceConsistentCasingInFileNames": true,
+    "inlineSources": false,
+    "isolatedModules": true,
+    "module": "ESNext",
+    "noErrorTruncation": true,
+    "moduleResolution": "Bundler",
+    "noUnusedLocals": false,
+    "noUnusedParameters": false,
+    "preserveWatchOutput": true,
+    "skipLibCheck": true,
+    "strict": true
+  },
+  "exclude": ["node_modules"]
+}

packages/config-typescript/nextjs.json

@@ -1,5 +1,9 @@
 {
+  "$schema": "https://json.schemastore.org/tsconfig",
+  "display": "Next.js",
+  "extends": "./base.json",
   "compilerOptions": {
+    "plugins": [{ "name": "next" }],
     "target": "es2017",
     "lib": ["dom", "dom.iterable", "esnext"],
     "allowJs": true,
@@ -8,30 +12,14 @@
     "strict": true,
     "forceConsistentCasingInFileNames": true,
     "noEmit": true,
+    "incremental": true,
     "esModuleInterop": true,
     "module": "esnext",
-    "moduleResolution": "node",
     "resolveJsonModule": true,
     "isolatedModules": true,
     "jsx": "preserve",
-    "incremental": true,
-    "noUncheckedIndexedAccess": true,
-    "noErrorTruncation": true,
-    "baseUrl": ".",
     "types": ["jest", "node"],
-    "paths": {
-      "@/*": ["./*"]
-    }
   },
-  "include": [
-    ".eslintrc.cjs",
-    "next-env.d.ts",
-    "**/*.ts",
-    "**/*.tsx",
-    "**/*.cjs",
-    "**/*.mjs",
-    "src/features/navigate-detail-pages",
-    "types/global.d.ts"
-  ],
-  "exclude": ["node_modules", "sdk"]
+  "include": ["src", "next-env.d.ts"],
+  "exclude": ["node_modules"]
 }

packages/config-typescript/package.json

@@ -0,0 +1,9 @@
+{
+  "name": "@repo/typescript-config",
+  "license": "MIT",
+  "version": "0.0.0",
+  "private": true,
+  "publishConfig": {
+    "access": "public"
+  }
+}

packages/shared/.eslintrc.js

@@ -0,0 +1,8 @@
+/** @type {import("eslint").Linter.Config} */
+module.exports = {
+  extends: ["@repo/eslint-config/library.js"],
+  parser: "@typescript-eslint/parser",
+  parserOptions: {
+    project: true,
+  },
+};

packages/shared/package.json

@@ -0,0 +1,66 @@
+{
+  "name": "@langfuse/shared",
+  "version": "1.0.0",
+  "license": "MIT",
+  "private": true,
+  "main": "./dist/src/index.js",
+  "types": "./dist/src/index.d.ts",
+  "files": [
+    "dist/**"
+  ],
+  "engines": {
+    "node": ">=20"
+  },
+  "scripts": {
+    "build": "tsc",
+    "dev": "tsc --watch",
+    "lint": "eslint . --ext .js,.jsx,.ts,.tsx",
+    "lint:fix": "eslint . --ext .js,.jsx,.ts,.tsx --fix",
+    "db:migrate": "DISABLE_ERD=false dotenv -e ../../.env -- npx prisma migrate dev",
+    "db:reset": "dotenv -e ../../.env npx -- prisma migrate reset",
+    "db:deploy": "dotenv -e ../../.env npx -- prisma migrate deploy",
+    "db:seed": "dotenv -e ../../.env -- npx prisma db seed",
+    "db:generate": "dotenv -e ../../.env -- npx prisma generate",
+    "db:seed:examples": "dotenv -e ../../.env -- npx prisma db seed -- --environment examples",
+    "db:seed:load": "dotenv -e ../../.env -- npx prisma db seed -- --environment load"
+  },
+  "prisma": {
+    "seed": "ts-node -r tsconfig-paths/register -r dotenv/config --compiler-options {\"module\":\"CommonJS\"} prisma/seed.ts"
+  },
+  "dependencies": {
+    "@langchain/anthropic": "^0.1.8",
+    "@langchain/core": "^0.1.49",
+    "@langchain/openai": "^0.0.23",
+    "@prisma/client": "^5.11.0",
+    "@types/bcryptjs": "^2.4.6",
+    "bcryptjs": "^2.4.3",
+    "kysely": "^0.27.3",
+    "langchain": "^0.1.28",
+    "prisma-extension-kysely": "^2.1.0",
+    "prisma-kysely": "^1.8.0",
+    "zod": "^3.22.4"
+  },
+  "devDependencies": {
+    "@repo/eslint-config": "*",
+    "@repo/typescript-config": "*",
+    "@types/lodash": "^4.14.202",
+    "@types/node": "^20.11.29",
+    "@types/pg": "^8.11.2",
+    "@types/uuid": "^9.0.8",
+    "@typescript-eslint/parser": "^7.2.0",
+    "eslint": "^8.57.0",
+    "eslint-config-prettier": "^9.1.0",
+    "eslint-config-standard": "^17.1.0",
+    "eslint-plugin-prettier": "^5.1.3",
+    "kysely-codegen": "^0.11.0",
+    "nodemon": "^3.0.3",
+    "prettier": "^3.2.5",
+    "prisma": "^5.11.0",
+    "prisma-erd-generator": "^1.11.2",
+    "ts-node": "^10.9.2",
+    "tsc-watch": "^6.0.4",
+    "tsup": "^8.0.2",
+    "typescript": "^5.3.3",
+    "vitest": "^1.3.1"
+  }
+}

packages/shared/prettierrc.json

@@ -0,0 +1,4 @@
+{
+  "trailingComma": "es5",
+  "printWidth": 120
+}

packages/shared/prisma/generated/types.ts

@@ -0,0 +1,359 @@
+import type { ColumnType } from "kysely";
+export type Generated<T> = T extends ColumnType<infer S, infer I, infer U>
+  ? ColumnType<S, I | undefined, U>
+  : ColumnType<T, T | undefined, T>;
+export type Timestamp = ColumnType<Date, Date | string, Date | string>;
+
+export const MembershipRole = {
+    OWNER: "OWNER",
+    ADMIN: "ADMIN",
+    MEMBER: "MEMBER",
+    VIEWER: "VIEWER"
+} as const;
+export type MembershipRole = (typeof MembershipRole)[keyof typeof MembershipRole];
+export const ObservationType = {
+    SPAN: "SPAN",
+    EVENT: "EVENT",
+    GENERATION: "GENERATION"
+} as const;
+export type ObservationType = (typeof ObservationType)[keyof typeof ObservationType];
+export const ObservationLevel = {
+    DEBUG: "DEBUG",
+    DEFAULT: "DEFAULT",
+    WARNING: "WARNING",
+    ERROR: "ERROR"
+} as const;
+export type ObservationLevel = (typeof ObservationLevel)[keyof typeof ObservationLevel];
+export const ScoreSource = {
+    API: "API",
+    REVIEW: "REVIEW"
+} as const;
+export type ScoreSource = (typeof ScoreSource)[keyof typeof ScoreSource];
+export const PricingUnit = {
+    PER_1000_TOKENS: "PER_1000_TOKENS",
+    PER_1000_CHARS: "PER_1000_CHARS"
+} as const;
+export type PricingUnit = (typeof PricingUnit)[keyof typeof PricingUnit];
+export const TokenType = {
+    PROMPT: "PROMPT",
+    COMPLETION: "COMPLETION",
+    TOTAL: "TOTAL"
+} as const;
+export type TokenType = (typeof TokenType)[keyof typeof TokenType];
+export const DatasetStatus = {
+    ACTIVE: "ACTIVE",
+    ARCHIVED: "ARCHIVED"
+} as const;
+export type DatasetStatus = (typeof DatasetStatus)[keyof typeof DatasetStatus];
+export type Account = {
+    id: string;
+    user_id: string;
+    type: string;
+    provider: string;
+    providerAccountId: string;
+    refresh_token: string | null;
+    access_token: string | null;
+    expires_at: number | null;
+    expires_in: number | null;
+    ext_expires_in: number | null;
+    token_type: string | null;
+    scope: string | null;
+    id_token: string | null;
+    session_state: string | null;
+};
+export type ApiKey = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    note: string | null;
+    public_key: string;
+    hashed_secret_key: string;
+    fast_hashed_secret_key: string | null;
+    display_secret_key: string;
+    last_used_at: Timestamp | null;
+    expires_at: Timestamp | null;
+    project_id: string;
+};
+export type AuditLog = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    user_id: string;
+    project_id: string;
+    user_project_role: MembershipRole;
+    resource_type: string;
+    resource_id: string;
+    action: string;
+    before: string | null;
+    after: string | null;
+};
+export type CronJobs = {
+    name: string;
+    last_run: Timestamp | null;
+    job_started_at: Timestamp | null;
+    state: string | null;
+};
+export type Dataset = {
+    id: string;
+    name: string;
+    project_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+};
+export type DatasetItem = {
+    id: string;
+    status: Generated<DatasetStatus>;
+    input: unknown;
+    expected_output: unknown | null;
+    source_observation_id: string | null;
+    dataset_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+};
+export type DatasetRunItems = {
+    id: string;
+    dataset_run_id: string;
+    dataset_item_id: string;
+    observation_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+};
+export type DatasetRuns = {
+    id: string;
+    name: string;
+    metadata: unknown | null;
+    dataset_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+};
+export type Events = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    project_id: string;
+    data: unknown;
+    headers: Generated<unknown>;
+    url: string | null;
+    method: string | null;
+};
+export type Membership = {
+    project_id: string;
+    user_id: string;
+    role: MembershipRole;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+};
+export type MembershipInvitation = {
+    id: string;
+    email: string;
+    role: MembershipRole;
+    project_id: string;
+    sender_id: string | null;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+};
+export type Model = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    project_id: string | null;
+    model_name: string;
+    match_pattern: string;
+    start_date: Timestamp | null;
+    input_price: string | null;
+    output_price: string | null;
+    total_price: string | null;
+    unit: string;
+    tokenizer_id: string | null;
+    tokenizer_config: unknown | null;
+};
+export type Observation = {
+    id: string;
+    trace_id: string | null;
+    project_id: string;
+    type: ObservationType;
+    start_time: Generated<Timestamp>;
+    end_time: Timestamp | null;
+    name: string | null;
+    metadata: unknown | null;
+    parent_observation_id: string | null;
+    level: Generated<ObservationLevel>;
+    status_message: string | null;
+    version: string | null;
+    created_at: Generated<Timestamp>;
+    model: string | null;
+    internal_model: string | null;
+    modelParameters: unknown | null;
+    input: unknown | null;
+    output: unknown | null;
+    prompt_tokens: Generated<number>;
+    completion_tokens: Generated<number>;
+    total_tokens: Generated<number>;
+    unit: string | null;
+    input_cost: string | null;
+    output_cost: string | null;
+    total_cost: string | null;
+    completion_start_time: Timestamp | null;
+    prompt_id: string | null;
+};
+export type ObservationView = {
+    id: string;
+    trace_id: string | null;
+    project_id: string;
+    type: ObservationType;
+    start_time: Generated<Timestamp>;
+    end_time: Timestamp | null;
+    name: string | null;
+    metadata: unknown | null;
+    parent_observation_id: string | null;
+    level: Generated<ObservationLevel>;
+    status_message: string | null;
+    version: string | null;
+    created_at: Generated<Timestamp>;
+    model: string | null;
+    modelParameters: unknown | null;
+    input: unknown | null;
+    output: unknown | null;
+    prompt_tokens: Generated<number>;
+    completion_tokens: Generated<number>;
+    total_tokens: Generated<number>;
+    unit: string | null;
+    completion_start_time: Timestamp | null;
+    prompt_id: string | null;
+    model_id: string | null;
+    input_price: string | null;
+    output_price: string | null;
+    total_price: string | null;
+    calculated_input_cost: string | null;
+    calculated_output_cost: string | null;
+    calculated_total_cost: string | null;
+    latency: number | null;
+};
+export type Pricing = {
+    id: string;
+    model_name: string;
+    pricing_unit: Generated<PricingUnit>;
+    price: string;
+    currency: Generated<string>;
+    token_type: TokenType;
+};
+export type Project = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    name: string;
+    cloud_config: unknown | null;
+};
+export type Prompt = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    project_id: string;
+    created_by: string;
+    prompt: string;
+    name: string;
+    version: number;
+    is_active: boolean;
+    config: Generated<unknown>;
+};
+export type Score = {
+    id: string;
+    timestamp: Generated<Timestamp>;
+    name: string;
+    value: number;
+    source: ScoreSource;
+    comment: string | null;
+    trace_id: string;
+    observation_id: string | null;
+};
+export type Session = {
+    id: string;
+    session_token: string;
+    user_id: string;
+    expires: Timestamp;
+};
+export type Trace = {
+    id: string;
+    external_id: string | null;
+    timestamp: Generated<Timestamp>;
+    name: string | null;
+    user_id: string | null;
+    metadata: unknown | null;
+    release: string | null;
+    version: string | null;
+    project_id: string;
+    public: Generated<boolean>;
+    bookmarked: Generated<boolean>;
+    tags: Generated<string[]>;
+    input: unknown | null;
+    output: unknown | null;
+    session_id: string | null;
+};
+export type TraceSession = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    project_id: string;
+    bookmarked: Generated<boolean>;
+    public: Generated<boolean>;
+};
+export type TraceView = {
+    id: string;
+    external_id: string | null;
+    timestamp: Generated<Timestamp>;
+    name: string | null;
+    user_id: string | null;
+    metadata: unknown | null;
+    release: string | null;
+    version: string | null;
+    project_id: string;
+    public: Generated<boolean>;
+    bookmarked: Generated<boolean>;
+    tags: Generated<string[]>;
+    input: unknown | null;
+    output: unknown | null;
+    session_id: string | null;
+    duration: number | null;
+};
+export type User = {
+    id: string;
+    name: string | null;
+    email: string | null;
+    email_verified: Timestamp | null;
+    password: string | null;
+    image: string | null;
+    admin: Generated<boolean>;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    feature_flags: Generated<string[]>;
+};
+export type VerificationToken = {
+    identifier: string;
+    token: string;
+    expires: Timestamp;
+};
+export type DB = {
+    Account: Account;
+    api_keys: ApiKey;
+    audit_logs: AuditLog;
+    cron_jobs: CronJobs;
+    dataset_items: DatasetItem;
+    dataset_run_items: DatasetRunItems;
+    dataset_runs: DatasetRuns;
+    datasets: Dataset;
+    events: Events;
+    membership_invitations: MembershipInvitation;
+    memberships: Membership;
+    models: Model;
+    observations: Observation;
+    observations_view: ObservationView;
+    pricings: Pricing;
+    projects: Project;
+    prompts: Prompt;
+    scores: Score;
+    Session: Session;
+    trace_sessions: TraceSession;
+    traces: Trace;
+    traces_view: TraceView;
+    users: User;
+    verification_tokens: VerificationToken;
+};