mem0/embedchain/notebooks/together.ipynb

Cookbook for using Cohere with Embedchain

Step-1: Install embedchain package

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!pip install embedchain[together]

Step-2: Set Cohere related environment variables

You can find OPENAI_API_KEY on your OpenAI dashboard and TOGETHER_API_KEY key on your Together dashboard.

In [1]:

import os
from embedchain import App

os.environ["OPENAI_API_KEY"] = ""
os.environ["TOGETHER_API_KEY"] = ""

Step-3 Create embedchain app and define your config

In [3]:

app = App.from_config(config={
    "provider": "together",
    "config": {
        "model": "mistralai/Mixtral-8x7B-Instruct-v0.1",
        "temperature": 0.5,
        "max_tokens": 1000
    }
})

Step-4: Add data sources to your app

In [4]:

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

Out [4]:

Inserting batches in chromadb: 100%|██████████| 1/1 [00:01<00:00,  1.16s/it]

Successfully saved https://www.forbes.com/profile/elon-musk (DataType.WEB_PAGE). New chunks count: 4

'8cf46026cabf9b05394a2658bd1fe890'

Step-5: All set. Now start asking questions related to your data

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

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