In simple English
This tool helps artificial intelligence read complex documents that contain pictures, charts, and tables. Standard text tools often ruin tables and skip diagrams in files. This engine stores and searches visual files accurately. You can run it on your own server or use their hosted platform. It is free for personal use and small commercial projects under a set revenue limit.
What it is
Morphik Core is a Python library and search engine designed to handle multimodal documents like PDFs and images. It uses visual embedding models to understand layout and content without destroying tables or charts.
What it is good for
Solo builders who want to build a smart question-answering assistant over messy company manuals, invoices, or design files without writing custom document parsers.
- Understands charts, diagrams, and visual tables inside documents.
- Provides a clean Python software development kit for fast integration.
- Includes a web-based console to upload files and test queries visually.
- Uses a custom source-available licence that requires payment for high-revenue commercial use.
- Self-hosting documentation is limited, and the team offers little direct support for local setups.
- Requires significant memory and GPU resources to process heavy visual embeddings.
fragile custom optical character recognition pipelines and text scrapers
LiteLLM
- ggml-org/llama.cpp
Runs language models locally from a C and C++ library and command-line tool.
- EleutherAI/lm-evaluation-harness
Runs standard question sets against a language model and reports scores comparable with published figures.
- mudler/LocalAI50k stars
Serves text, vision, speech, image and video models from one self-hosted service that imitates the paid interfaces.
pip install morphik