mem0

SambaNova Mem0 Integration

Overview

Mem0 is a memory engine designed to maintain contextual conversations, ensuring users don't have to repeat themselves and that your agents provide consistent, continuous responses. It offers an adaptive memory solution tailored for teams who want to manage everything on their own infrastructure. You retain full control over the stack, data, and customizations.

Setting up the Environment

To get started, create a virtual environment and install the required dependencies, including the Mem0 library and SambaNova model integration.

1. Create a Virtual Environment Run the following commands to set up a virtual environment:

Use python 3.9 or higher

    python -m venv .venv
    source .venv/bin/activate

2. Install Dependencies Once the environment is activated, install the necessary packages:

    pip install -r requirements.txt

3. Set your SambaCloud API Key Generate your SambaCloud API key here and set it in the ./.env

    SAMBANOVA_API_KEY=<Your SAMBANOVA api key>

Running the Mem0 script

This integration enables LLM to access persistent memory across conversations, enhancing context retention and personalization. Run the example script with

    python main.py

Customization

For more example refer to the official Mem0 documentation.