The node-based visual workflow for diffusion models: the standard for SDXL, FLUX, video and audio. Maximum flexibility, from simple to professional pipelines.
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Software📄
sift
Released on Oct 15, 2026
A zero-dependency Python tool that recognizes and summarizes every file with a local LLM (Ollama, LM Studio or MLX-LM), fully offline. Detects type by content, extracts structure (CSV, email, scripts, logs) and reports files carrying instructions to the assistant. Works without a model (--no-llm). MIT license.
Features
- Zero-dependency (Python stdlib)
- Works with Ollama, LM Studio, MLX-LM
- Prompt-injection detection
- MIT license
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