Langflow

Recipe: AI Agent Builder with Langflow and Langfuse

A powerful stack for building and deploying custom AI agents using Langflow's visual interface, with built-in monitoring and LLM integration.

AI LLM RAG Chatbot

Source code

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AI Agent Builder with Langflow and Langfuse hakkında

Recipe ingredients

Langflow  Langflow ★ 136.2K (MIT)

A conversational AI agent builder.

Langfuse  Langfuse ★ 17.6K (MIT Expat)

Observability and monitoring for the AI agents.

Ollama  Ollama ★ 154.8K (MIT)

Local language models for text generation.

Traefik Proxy  Traefik ★ 57.3K (MIT)

A reverse proxy to expose the services on a custom domain.

preview

Use case

  • Build and deploy custom AI agents using Langflow's low-code visual interface.
  • Monitor the performance of the AI agents with Langfuse.

Features

  • Visual Interface: Build AI agents using a visual interface.
  • Monitoring: Monitor the performance of the AI agents.
  • LLM Integration: Integrate with Large Language Models for text generation.
  • Customization: Customize the AI agents based on your requirements.

Environment variables

View environment variables
PROJECT
  agent-builder-langflow
DOMAIN
  stack.localhost
LANGFLOW_VERSION
  1.3.4
LANGFUSE_VERSION
  3
OLLAMA_VERSION
  0.6.5
LANGFUSE_SECRET_KEY
  sk-lf-11111111-1111-1111-1111-111111111111
LANGFUSE_PUBLIC_KEY
  pk-lf-22222222-2222-2222-2222-222222222222

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