How to analyze sentence structure with Python?

How to analyze sentence structure with Python?

In this tutorial, you will learn how to use Syntax Analysis API in 5 minutes using Python. Eden AI provides an easy and developer-friendly API that allows you to analyze syntax in texts.

What is Syntax Analysis API?

Syntax analysis, also known as "parsing," is an AI-based technology that involves examining a sequence of symbols to determine if it conforms to the expected format or structure it should possess. This powerful technique is employed to extract precise meaning from text by evaluating it against the rules defined by formal grammar.

Syntax Analysis API result on Eden AI

Leveraging Syntax Analysis, developers can automate the analysis of sentence structure, bringing numerous advantages across various applications. This technology finds utility in chatbots, virtual assistants, sentiment analysis, text summarization, machine translation, and various other NLP tasks.

Get Started with Syntax Analysis API

The first step is to install Python's requests package, that will allow you to call Eden AI API.

Next, you just need to install Python's JSON package in order to be able to read and print the result of the API request.

How to use Syntax Analysis in Text with Python

You are now ready to process text into Eden AI Syntax Analysis API. You can process Syntax Analysis in many languages. You can access the list of languages supported in our documentation here.

1. Get a Syntax Analysis API Key on Eden AI

To perform Syntax Analysis, you'll need to create an account on Eden AI for free. On the homepage, you will be able to get your API key with free credits offered by Eden AI.

Eden AI platform - Get your API key

2. Let’s Analyze Syntax in Text

Once you have imported packages on Python and got your API key, you will be able to analyze syntax in your text. With Eden AI, you can choose which engine you want to use for the Syntax Analysis. You can see Syntax Analysis providers available directly on our documentation.

Here is the Python script you need to write on your notebook:

For example, we called two different Syntax Analysis engines. Eden AI API will then return in its JSON response results of those providers.

Once the request is done, you will be able to get the result with this print:

Here is an example of a Syntax Analysis API response:

Benefits of using Syntax Analysis API with Eden AI

Using Syntax Analysis with Eden AI API is quick and easy.

Multiple AIs in one API - Eden AI
Multiple AIs in one API - Eden AI

Save time and cost

We offer a unified API for all providers: simple and standard to use, with a quick switch between providers and an access to the specific features of each provider.

Easy to integrate

The JSON output format is the same for all suppliers thanks to Eden AI's standardisation work. The response elements are also standardised thanks to Eden AI's powerful matching algorithms.


With Eden AI you have the possibility to integrate a third party platform: we can quickly develop connectors. To go further and customize your Syntax Analysis request with specific parameters, check out our documentation.

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