Opensearch - Mem0 — ContextQMD

Cookbook for using OpenSearchDB with Embedchain

Step-1: Install embedchain package

python

!pip install embedchain[opensearch]

Step-2: Set OpenAI environment variables and install the dependencies.

You can find this env variable on your OpenAI dashboard. Now lets install the dependencies needed for Opensearch.

python

import os
from embedchain import App

os.environ["OPENAI_API_KEY"] = "sk-xxx"

Step-3 Create embedchain app and define your config

python

app = App.from_config(config={
    "provider": "opensearch",
    "config": {
        "opensearch_url": "your-opensearch-url.com",
        "http_auth": ["admin", "admin"],
        "vector_dimension": 1536,
        "collection_name": "my-app",
        "use_ssl": False,
        "verify_certs": False
    }
})

Step-4: Add data sources to your app

python

app.add("https://www.forbes.com/profile/elon-musk")

python

while(True):
    question = input("Enter question: ")
    if question in ['q', 'exit', 'quit']:
        break
    answer = app.query(question)
    print(answer)