API Integration

Integrate Mistral-7B-Instruct-v0.3 into your applications using the following code snippets.

Python (OpenAI)

from openai import OpenAI

client = OpenAI(
    base_url="https://api-inference.huggingface.co/models",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="mistral-7b-instruct-v0-3",
    messages=[{"role": "user", "content": "Hello!"}]
)
print(response.choices[0].message.content)

JavaScript (OpenAI)

import OpenAI from "openai";

const openai = new OpenAI({
  baseURL: "https://api-inference.huggingface.co/models",
  apiKey: "YOUR_API_KEY",
});

const completion = await openai.chat.completions.create({
  model: "mistral-7b-instruct-v0-3",
  messages: [{ role: "user", content: "Hello!" }],
});

console.log(completion.choices[0].message.content);

cURL

curl "https://api-inference.huggingface.co/models/models/mistral-7b-instruct-v0-3:generateContent?key=YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "contents": [{"parts": [{"text": "Hello!"}]}]
  }'

Hugging Face: Mistral-7B-Instruct-v0.3

API Integration