Developer Tools for AI Innovation
Shcherbak AI specializes in building powerful frameworks and tools for AI/ML/NLP developers. Our LLM framework, ContextGem, provides intuitive abstractions that simplify structured data extraction from documents. We focus on creating developer-friendly solutions that reduce complexity, eliminate boilerplate code, and accelerate implementation of advanced AI capabilities across technical teams.
ContextGem is a flexible, intuitive open-source LLM framework for extracting structured data and insights from documents with minimal effort. Complex, most time-consuming parts are handled with powerful abstractions, eliminating boilerplate code and reducing development overhead.
ContextGem is at an early stage. If you are a Python developer and enjoy using ContextGem, please support the project by giving it a ⭐ on GitHub.

Custom LLM Extraction Pipelines
Need specialized document analysis workflows for your unique business needs? Our experts build tailored LLM extraction pipelines using ContextGem's powerful capabilities. We design, implement, and optimize custom solutions that extract precisely the data and insights you need from your domain-specific documents. From legal contract analysis to financial documentation processing, we deliver production-ready extraction systems backed by our framework's advanced features.