🪢 Langfuse

Open-source analytics for LLM-based applications

Iterate faster on your application with a granular view on exact execution traces, quality, cost and latency

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Roadmap · langfuse.com · Docs · Report Bug · Feature Request

Langfuse analytics is currently in a closed alpha as the core team works with a group of users to build the most useful analytics platform for LLM apps.

Reach out if you are interested to join the alpha: alpha@langfuse.com

Monitor backend executions of LLM app to create nested traces

• Python SDK
• Typescript SDK (node, edge)
• API

Collect user feedback and attach it to backend traces

• Typescript/JS SDK
• API

More details: langfuse.com/integrations

Langfuse offers an admin UI to explore the ingested data.

• Nested view of LLM app executions
• Segment execution traces by user feedback

Follow the quickstart with instructions to setup Langfuse locally, self-hosted or using Langfuse cloud

• Integrations: langfuse.com/integrations
• Data exploration
• Langfuse analytics (in alpha)
  • Analytics engine
  • Detailed reports on latency, cost, quality
  • Evals

Requirements:

• Docker: run postgres and dockerized Langfuse to start langfuse quickly
• Node.js & NPM: apply db migration using ORM (Prisma)

Start

# Clone repository
git clone git@github.com:langfuse/langfuse.git
cd langfuse

# Run server and db
docker compose up -d

# Apply db migrations
DATABASE_URL=postgresql://postgres:postgres@localhost:5432/postgres DIRECT_URL=postgresql://postgres:postgres@localhost:5432/postgres npx prisma migrate deploy

-> Visit http://localhost:3000

Upgrade

# Stop server and db
docker compose down

# Pull latest changes
git pull
docker-compose pull

# Run server and db
docker compose up -d

# Apply db migrations
DATABASE_URL=postgresql://postgres:postgres@localhost:5432/postgres DIRECT_URL=postgresql://postgres:postgres@localhost:5432/postgres npx prisma migrate deploy

# Install dependencies
npm install

# Run the db
docker-compose -f docker-compose.dev.yml up -d

# create an env file
cp .env.dev.example .env

# Migration
npm run db:migrate

# Optional: seed the database
# npm run db:seed
# npm run db:seed:examples

# Start the server
npm run dev

→ Self-hosting instructions

For integration testing of SDKs we run Langfuse in CI, see workflows in Python SDK and JS/TS SDK for reference.

Join the community on Discord.

To contribute, send us a PR, raise a github issue, or email at contributing@langfuse.com

Langfuse is MIT licensed, except for ee/ folder. See LICENSE and docs for more details.