Semantic Layer for LLM Apps (github.com)

A new library called semantido has been introduced to enhance the development of AI applications by providing a robust semantic layer essential for retrieval-augmented generation (RAG) and agentic systems. This tool aims to streamline the underlying semantic infrastructure, allowing developers to concentrate on the distinctive aspects of their systems rather than getting bogged down with the complexities of data handling. The library, which can be easily installed using the command `pip install semantido`, is now available for contributions from the AI/ML community. The significance of semantido lies in its potential to enhance data workflows and improve the quality of AI interactions by ensuring a reliable semantic foundation. By simplifying the integration of semantic layers, developers can create more sophisticated and context-aware applications. This advancement could accelerate innovation in the field, enabling more responsive and intelligent systems in the rapidly evolving landscape of generative AI. The library is distributed under the Apache License 2.0, encouraging community collaboration and further enhancements to its capabilities.