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diff --git a/docs/interference-api.md b/docs/interference-api.md new file mode 100644 index 00000000..4050f84f --- /dev/null +++ b/docs/interference-api.md @@ -0,0 +1,110 @@ + +# G4F - Interference API Usage Guide + + +## Table of Contents + - [Introduction](#introduction) + - [Running the Interference API](#running-the-interference-api) + - [From PyPI Package](#from-pypi-package) + - [From Repository](#from-repository) + - [Usage with OpenAI Library](#usage-with-openai-library) + - [Usage with Requests Library](#usage-with-requests-library) + - [Key Points](#key-points) + +## Introduction +The Interference API allows you to serve other OpenAI integrations with G4F. It acts as a proxy, translating requests to the OpenAI API into requests to the G4F providers. + +## Running the Interference API + +### From PyPI Package +**You can run the Interference API directly from the G4F PyPI package:** +```python +from g4f.api import run_api + +run_api() +``` + + + +### From Repository +Alternatively, you can run the Interference API from the cloned repository. + +**Run the server with:** +```bash +g4f api +``` +or +```bash +python -m g4f.api.run +``` + + + +## Usage with OpenAI Library + + + +```python +from openai import OpenAI + +client = OpenAI( + api_key="", + # Change the API base URL to the local interference API + base_url="http://localhost:1337/v1" +) + +response = client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "write a poem about a tree"}], + stream=True, +) + +if isinstance(response, dict): + # Not streaming + print(response.choices[0].message.content) +else: + # Streaming + for token in response: + content = token.choices[0].delta.content + if content is not None: + print(content, end="", flush=True) +``` + + + +## Usage with Requests Library +You can also send requests directly to the Interference API using the requests library. + +**Send a POST request to `/v1/chat/completions` with the request body containing the model and other parameters:** +```python +import requests + +url = "http://localhost:1337/v1/chat/completions" +body = { + "model": "gpt-3.5-turbo", + "stream": False, + "messages": [ + {"role": "assistant", "content": "What can you do?"} + ] +} + +json_response = requests.post(url, json=body).json().get('choices', []) + +for choice in json_response: + print(choice.get('message', {}).get('content', '')) +``` + + + +## Key Points +- The Interference API translates OpenAI API requests into G4F provider requests +- You can run it from the PyPI package or the cloned repository +- It supports usage with the OpenAI Python library by changing the `base_url` +- Direct requests can be sent to the API endpoints using libraries like `requests` + + +**_The Interference API allows easy integration of G4F with existing OpenAI-based applications and tools._** + +--- + +[Return to Home](/) |