Show HN: Introducing Sieves – A Unified Interface for Structured Document AI

🚀 Exciting News for AI & Tech Enthusiasts! 🌟

I’m thrilled to introduce si eves, an open-source Python library designed to streamline the creation of structured document AI pipelines. Say goodbye to vendor lock-in and hello to flexibility!

Key Features:

• Mix and Match: Blend frameworks like Outlines, LangChain, DSPy, GLiNER2, and Transformers effortlessly.
• Unified Abstractions: Simplify your tasks and schemas.
• Task Chaining: Create powerful execution pipelines seamlessly.
• Multi-Backend Execution: Run tasks across various systems.
• Built-in Evaluation & Optimization: Enhance your model’s performance with ease.
• Distillation Support: Optimize models for faster performance.

Why did I create it? After extensive consulting in document AI, I repeatedly faced lock-in and boilerplate issues. This library is the solution!

🔗 Dive deeper: Repo | Docs

Let’s innovate together! Share your thoughts or reach out with questions! 💬

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