gaik-toolkit

What problem does it solve?

GAIK Toolkit provides a modular, Python-based framework to turn unstructured documents into structured knowledge, accelerating the development of knowledge-centric GenAI solutions and workflows.

Core Features & Use Cases

• End-to-end building blocks for knowledge extraction, parsing, transcription, and generation.
• Schema generation and reuse to define extraction models once and reuse across batches.
• RAG-ready pipelines with embedder, vector store, retriever, and answer generator to support retrieval-augmented generation.
• Real-world use cases include automated invoice data extraction, meeting notes, classification, and end-to-end knowledge pipelines.

Quick Start

Install the toolkit with extras (e.g., pip install "gaik[all]") and run an end-to-end pipeline on a sample document to extract structured data.