Centralized data repository for cross-process data filtering in Python.
Project description
TableVault
TableVault is a Python package for storing and querying workflow data with lineage tracking across scripts and notebooks.
It uses ArangoDB as the backend and gives you a single API (Vault) to:
- Store typed data lists (
file,document,embedding,record) - Track upstream/downstream dependencies between items
- Search by text, code provenance, and embedding similarity
- Coordinate long-running processes with safe pause/stop checkpoints
Documentation
You can find the full documentation at tablevault.org.
Installation
Install from PyPI:
pip install tablevault
Citation
If you use TableVault in research, cite:
- Zhao, J. and Krishnan, S. (2025). TableVault: Managing Dynamic Data Collections for LLM-Augmented Workflows. NOVAS @ SIGMOD.
ArXiv: https://arxiv.org/abs/2506.18257
License
MIT License. See LICENSE.
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