Centralized data repository for cross-process data filtering in Python.
Project description
TableVault
Version 2.0 of TableVault. Retains basic functionality from v1.0 but with more robust backend storage and simpler API.
You can view the previous website at: www.tablevault.org.
Changes from v1.0
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Data is stored by data type rather than by instance.
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Tables are stored in ArangoDB rather than as DataFrames.
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First level support for arrays, embeddings, and text files.
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API changes to match industry standards.
New Core Feature: Data Queries
The main reason for the redesign is that we want to design the metadata layer to support robust queries from the ground up.
The API supports:
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Vector search over data descriptions
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Reproducible search (with timestamps)
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Direct and indirect data lineage (based on code traces)
I would also like to include:
Planned Features
- Experimental LLM Layer to support natural language search over context
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