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🏛️ Agba Engine (agba-engine)

Version: 5.1.5
Author & Lead Architect: Aruna Olanrewaju Kabiru
License: RAIL-Cultural-Heritage-v1.0 (Prohibits unauthorized commodification & identity distortion)

agba-engine is a multi-modal, diacritic-preserving retrieval framework designed for indexing global heritage assets, indigenous scripts, and tonal orthographies without semantic stripping.


📦 Installation

pip install agba-engine==5.1.5

🚀 Quickstart & Usage Examples

Example 1: Diacritic-Preserving Text Indexing

from agba_engine.core.engine import AgbaSearchEngine

engine = AgbaSearchEngine()
query_text = 'Fìlà Gọ̀bị́'
results = engine.search_by_text(query_text, top_k=3)
print(results[0])

Example 2: Zero-Shot Visual Retrieval

from PIL import Image
from agba_engine.core.engine import AgbaSearchEngine

engine = AgbaSearchEngine()
image_input = Image.open('sample_artifact.jpg')
matches = engine.search_by_vision(image_input, top_k=3)
print(matches[0])

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