Metadata-Version: 2.4
Name: smartstore-ai
Version: 0.0.1
Summary: Plug-and-play semantic vector search for Python
Home-page: https://github.com/dheeraj-bhadoria/smartstore
Author: Dheeraj Bhadoria
Project-URL: GitHub, https://github.com/dheeraj-bhadoria/smartstore
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: sentence-transformers
Requires-Dist: faiss-cpu
Requires-Dist: numpy
Requires-Dist: pypdf
Dynamic: author
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license-file
Dynamic: project-url
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# 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

---

## Installation

```bash
pip install smartstore-ai
```

---

## Quick Example

```python
from smartstore import SmartStore

db = SmartStore()

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

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

print(results)
```

---

## PDF Example

```python
from smartstore import SmartStore

db = SmartStore()

db.add_file("flutter_guide.pdf")

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

print(results)
```

---

## Use Cases

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

---

## GitHub

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

---

## License

MIT License
