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Introduction

Mem0 Embedchain is an Open Source Framework for personalizing LLM responses. It makes it easy to create and deploy personalized AI apps.

Integrating Helicone with Mem0 Embedchain allows you to monitor interactions across different LLMs in AI applications.

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Integration Steps

1

Create an account + Generate an API Key

Log into Helicone or create an account. Once you have an account, you can generate an API key.

Make sure to generate a write only API key.

2

Set base_url in the your code

You can configure your base_url and OpenAI API key in your codebase

import os
from embedchain import App

# Modify the base path and add a Helicone URL
os.environ["OPENAI_API_BASE"] = "https://oai.helicone.ai/{YOUR_HELICONE_API_KEY}/v1"
# Add your OpenAI API Key
os.environ["OPENAI_API_KEY"] = "{YOUR_OPENAI_API_KEY}"

app = App()

# Add data to your app
app.add("https://en.wikipedia.org/wiki/Elon_Musk")

# Query your app
print(app.query("How many companies did Elon found? Which companies?"))
3

Now you can see all passing requests through Embedchain in Helicone

Check out the Embedchain GitHub repository for more information and examples.