langflow
https://github.com/langflow-ai/langflow
Python
Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.
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- Issues
- fix: Normalize file paths using flow_id instead of session_id
- feat: add Mengram memory component
- feat: add MiniMax provider support
- Qdrant VectorStore: repeated ingestion causes duplicates + missing stable ID support
- fix: use stable UUIDs for Qdrant document IDs to prevent duplicate ingestion
- Portable execution evidence via .epi artifacts
- setup failed Mac OS 15.7.6,
- fix: gracefully handle pyperclip failure in headless/remote environments
- feat(security): implement TOTP two-factor authentication support
- fix: update Google embedding models to use non-deprecated gemini-embedding-001
- Docs
- Python not yet supported