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
- Unable to manually add documents into Chroma DB collection, using embedding function on MacOS (Apple Silicon)
- Azure OpenAI Model / Azure OpenAI Embeddings API Request SSL Verify Enable/Disable Feature
- Potential Security Risk: Embedded Chatbot Loads External JavaScript
- Gemini API not registering Mcp tools
- API user_id is not passed to Langfuse trace in v1.5.14
- Astra DB Ingestion does not work with Loop
- Upload endpoint accepts empty files (0 bytes)
- Missing Reasoning Trace from Specialized (Tool-Mode) Agents and Structured Output Connections
- Add timestamps and complete message metadata to message_history entries
- added qwen3-embedding in OLLAMA_EMBEDDING_MODELS
- Docs
- Python not yet supported