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  • Guides
    • Getting Started
      • A/B Test Prompts and Models
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      • Getting started with AI Gateway
      • Llama 3 on Groq
      • Return Repeat Requests from Cache
      • Trigger Automatic Retries on LLM Failures
      • 101 on Portkey's Gateway Configs
    • Integrations
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      • Introduction to GPT-4o
      • Anyscale
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    • Use Cases
      • Few-Shot Prompting
      • Enforcing JSON Schema with Anyscale & Together
      • Detecting Emotions with GPT-4o
      • Build an article suggestion app with Supabase pgvector, and Portkey
      • Setting up resilient Load balancers with failure-mitigating Fallbacks
      • Run Portkey on Prompts from Langchain Hub
      • Smart Fallback with Model-Optimized Prompts
      • How to use OpenAI SDK with Portkey Prompt Templates
      • Setup OpenAI -> Azure OpenAI Fallback
      • Fallback from SDXL to Dall-e-3
      • Comparing Top10 LMSYS Models with Portkey
      • Build a chatbot using Portkey's Prompt Templates
  • Support
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    • Common Errors & Resolutions
    • December '23 Migration
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  • Integrate in 3 Lines of Code
  • Languages Supported
  • AI Providers Supported
  • Frameworks Supported

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  1. Introduction

What is Portkey?

NextMake Your First Request

Last updated 9 months ago

Was this helpful?

Teams use Portkey to monitor and improve the cost, performance, and accuracy of their Gen AI apps.

It takes 2 mins to integrate and with that, it starts monitoring all of your LLM requests and makes your app resilient, secure, performant, and more accurate at the same time.

Here's a product walkthrough (3 mins):

Integrate in 3 Lines of Code

# pip install portkey-ai

from openai import OpenAI
from portkey_ai import PORTKEY_GATEWAY_URL, createHeaders

client = OpenAI(
    base_url=PORTKEY_GATEWAY_URL,
    default_headers=createHeaders(
        provider="openai", 
        api_key="PORTKEY_API_KEY"
    )
)

chat_complete = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Say this is a test"}],
)

print(chat_complete.choices[0].message.content)
// npm i portkey-ai

import OpenAI from 'openai';
import { PORTKEY_GATEWAY_URL, createHeaders } from 'portkey-ai'

const openai = new OpenAI({
  baseURL: PORTKEY_GATEWAY_URL,
  defaultHeaders: createHeaders({
    provider: "openai", 
    apiKey: "PORTKEY_API_KEY"
    })
});

async function main() {
  const chatCompletion = await openai.chat.completions.create({
    messages: [{ role: 'user', content: 'Say this is a test' }],
    model: 'gpt-3.5-turbo',
  });

  console.log(chatCompletion.choices);
}

main();

🚀 Quickstart

Setting up Portkey takes less than 2 mintues.

🤝 Integrations

Find the best integration for you with 200+ models across LLM providers and multiple frameworks.

✨ Product Features

Jump to the product section to learn more about the Portkey modules and the use cases they solve.

📔 API Reference

Head to the API reference and code samples for all Portkey functionality available through REST APIs and SDKs

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Languages Supported

Language
Supported Library

Javascript

Python

Go

Java

Rust

Ruby

AI Providers Supported

Portkey is multimodal by default - along with chat and text models, we also support audio, vision, and image generation models.

AI Provider
Status
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic

AzureML

partially supported
fully supportedpublic
fully supportedpublic
fully supportedpublic
partially supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic
fully supportedpublic

Deepbricks

fully supportedpublic

SiliconFlow

fully supportedpublic

View all the supported integration guides.

Frameworks Supported

Framework
Status
nativepythontypescript
nativepythontypescript
nativepython
nativetypescript
nativepythontypescript
nativetypescript
nativepython

(ChatGLM)

portkey-node-sdk
openai-node
portkey-python-sdk
openai-python
go-openai
openai-java
async-openai
ruby-openai
OpenAI
Anthropic
Azure OpenAI
Cohere
Anyscale
Google Palm
Google Gemini
Together AI
Perplexity
Mistral
Stability
Nomic
AWS Bedrock
Ollama
BYOLLM
Jina AI
Fireworks AI
LocalAI
Predibase
ZhipuAI
Deepinfra
Lingyi (01.ai)
Openrouter
Moonshot
AI21
Reka AI
Workers AI
Langchain
Llamaindex
Autogen
Vercel
Instructor
Promptfoo
CrewAI