fzliu/radient
Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.
Supports multimodal vectorization across audio, images, graphs, and molecules through pluggable backends like ImageBind and RDKit. Provides a `Workflow` API for building end-to-end embedding ETL pipelines that chain sources, transforms, vectorizers, and sinks into directed graphs. Leverages ONNX for on-the-fly model acceleration and integrates with popular embedding frameworks including Sentence Transformers, Hugging Face, and third-party services like Voyage AI.
283 stars and 40 monthly downloads. Available on PyPI.
Stars
283
Forks
11
Language
Python
License
BSD-2-Clause
Category
Last pushed
Mar 02, 2026
Monthly downloads
40
Commits (30d)
0
Dependencies
3
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