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2.0.0

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agredadb

Official Python Client for AgredaDB - The Limitless Database

Published18 Jan 2026

Direct dependencies5

Transitive dependenciesNot calculated

README

Version 2.0.0 documentation

AgredaDB Python SDK

Official Python client for AgredaDB v2.0 - The Limitless Database.

Installation

pip install agredadb

Quick Start

from agredadb import AgredaDBClient

# Connect to AgredaDB
client = AgredaDBClient("localhost:19999")

# Insert data
client.insert("users", {
    "id": 1,
    "name": "John Doe",
    "email": "john@example.com",
    "vector": [0.1, 0.2, 0.3, 0.4],
    "metadata": {"type": "user"}
})

# Get data
user = client.get("users", "id", 1)
print(user)

# Vector search
results = client.search("users", 
    vector=[0.1, 0.2, 0.3, 0.4], 
    limit=10
)

# Close connection
client.close()

Features

✅ Simple and intuitive API
✅ Vector similarity search
✅ Batch operations
✅ PyTorch/NumPy integration
✅ Context manager support
✅ Type hints

Documentation

Full documentation available at: https://github.com/luisagreda-aidev/agredadb

License

GNU Affero General Public License v3 (AGPLv3)

Author

Luis Eduardo Agreda Gonzalez

Email: luisagreda.ai@gmail.com
LinkedIn: luis-agreda-artificial-intelligence-engineer

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Declared dependencies 5

Native requirements

5 direct targetsNot calculated transitive count

Package / target	Requirement	Relationship
requests Environment { "extras": "", "marker": null, "requires_python": ">=3.7", "evaluation": "NOT_EVALUATED" }	`requests>=2.25.0`	runtime
torch Environment { "extras": "", "marker": "extra == \"ml\"", "requires_python": ">=3.7", "evaluation": "NOT_EVALUATED" }	`torch>=1.9.0; extra == "ml"`	runtime
numpy Environment { "extras": "", "marker": "extra == \"ml\"", "requires_python": ">=3.7", "evaluation": "NOT_EVALUATED" }	`numpy>=1.19.0; extra == "ml"`	runtime
pytest Environment { "extras": "", "marker": "extra == \"dev\"", "requires_python": ">=3.7", "evaluation": "NOT_EVALUATED" }	`pytest>=6.0.0; extra == "dev"`	runtime
pytest-cov Environment { "extras": "", "marker": "extra == \"dev\"", "requires_python": ">=3.7", "evaluation": "NOT_EVALUATED" }	`pytest-cov>=2.10.0; extra == "dev"`	runtime