Installation¶

Requirements¶

Python 3.9+
NumPy (installed automatically)

Basic Install¶

pip install engramma-memory

With Integrations¶

Install only what you need:

LangChainLlamaIndexOpenAI AssistantsCrewAIFastAPIEverything

pip install engramma-memory[langchain]

pip install engramma-memory[llamaindex]

pip install engramma-memory[openai]

pip install engramma-memory[crewai]

pip install engramma-memory[fastapi]

pip install engramma-memory[all]

Development Install¶

git clone https://github.com/engramma-ai/engramma-memory.git
cd engramma-memory
pip install -e ".[dev]"

Verify Installation¶

from engramma_memory import EngrammaMemory
mem = EngrammaMemory(dim=64, backend="local")
print(mem)  # EngrammaMemory(dim=64, backend='local', count=0)