smartstore-ai 0.0.1

Plug-and-play semantic vector search for Python

SmartStore AI

Plug-and-play semantic vector search for Python.

Features

• Automatic text chunking
• Embedding generation
• Semantic similarity search
• PDF support
• FAISS vector database
• Lightweight and beginner-friendly

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Installation

pip install smartstore-ai

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Quick Example

from smartstore import SmartStore

db = SmartStore()

db.add_text(
    "Flutter is Google's UI toolkit."
)

results = db.search(
    "What is Flutter?"
)

print(results)

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PDF Example

from smartstore import SmartStore

db = SmartStore()

db.add_file("flutter_guide.pdf")

results = db.search(
    "Explain state management"
)

print(results)

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Use Cases

• AI Chatbots
• RAG Systems
• Knowledge Bases
• AI Search Engines
• Local LLM Memory
• Semantic Document Search

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GitHub

https://github.com/dheeraj-bhadoria/smartstore

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License

MIT License