A comprehensive SDK for standardizing, processing, embedding, and retrieving data for AI applications
Project description
AI Data SDK by Zeebee
A comprehensive SDK for standardizing, processing, embedding, and retrieving data for AI applications.
Features
- Data ingestion from various sources
- Data validation and quality checks
- Metadata management for AI data
- Text embedding generation
- PII detection and masking
- Vector database connectors
- Drift detection and user feedback
Installation
pip install ai-data-sdk-zeebee
Usage
from ai_data_sdk import ingestion, embedding, vector_db
# Ingest data
data = ingestion.load_from_json("data.json")
# Generate embeddings
embeddings = embedding.create_embeddings(data)
# Store in vector DB
vector_db.store_vectors(embeddings)
Documentation
For full documentation, visit https://ai-data-sdk.readthedocs.io/
License
This project is licensed under the MIT License - see the LICENSE file for details.
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