An open-source LLM application development platform combining AI workflow orchestration, RAG pipelines, and agent capabilities.
# 1. Clone repository git clone https://github.com/langgenius/dify.git cd dify # 2. Set up virtual environment python3 -m venv .venv source .venv/bin/activate # 3. Install dependencies & configure env pip install -r requirements.txt cp .env.example .env # 4. Start local development server python main.py
Extensible, self-hosted, feature-rich WebUI designed to operate entirely offline with Ollama and OpenAI-compatible APIs.
Embeddings-based document Q&A engine with citation overlays and instant vector retrieval.