Unleash the power of language with our Text Entities Extractor API. This cutting-edge solution combines the might of AI with advanced parsing techniques to extract custom user-defined entities from unstructured text. Say goodbye to manual extraction and embrace the efficiency and accuracy of automated text analysis.
Our API empowers you to extract a wide range of information from textual data. Whether you need to identify exact values such as prices, dates, names, emails, or phone numbers, or seek semantic answers like the main topic, diagnosis, or customer's request, our robust system has got you covered. The versatility of our API knows no bounds, making it an indispensable tool across various industries and applications.
How does it work? Our AI-powered text parser employs state-of-the-art natural language processing algorithms to comprehend and dissect unstructured text. Through advanced machine learning models, it swiftly identifies and extracts the entities that matter most to you. With remarkable precision and speed, you can now automate and streamline your data extraction processes, saving valuable time and resources.
What sets our Text Entities Extractor API apart is its flexibility and adaptability. We understand that every business has unique requirements, and thus, we empower you to define your own entities. Whether it's extracting customer feedback sentiment, analyzing product reviews, or monitoring social media mentions, our API can be easily tailored to suit your specific needs. The possibilities are truly endless, limited only by your imagination and use case.
Seamless integration is at the heart of our API's design. With comprehensive documentation and developer-friendly resources, you can effortlessly integrate our solution into your existing applications and workflows. Whether you're building a chatbot, conducting market research, or enhancing data analytics, our API provides the building blocks for success.
Data privacy and security are paramount to us. We ensure that your textual data remains confidential and secure throughout the extraction process. With robust encryption measures and industry-standard security protocols, you can trust that your sensitive information is in safe hands.
Experience the power of our Text Entities Extractor API and unlock the hidden insights within your unstructured text. Embrace automation, accuracy, and efficiency as you extract valuable entities, transforming raw data into actionable intelligence. Take your data analysis to new heights with our advanced AI-driven solution and gain a competitive edge in the fast-paced world of information extraction.
Pass the text that you want to extract the entities from.
Customer Support Automation: Integrate the Text Entities Extractor API into your customer support system to automatically extract and categorize customer requests. Identify key information such as product names, issue descriptions, and contact details, enabling efficient routing and quicker resolution of support tickets.
Market Research and Sentiment Analysis: Analyze large volumes of unstructured text, such as social media posts, customer reviews, and survey responses, to extract valuable insights. Use the API to identify sentiment, extract product mentions, and categorize feedback, enabling you to make data-driven decisions and improve your products or services.
Fraud Detection and Compliance: Employ the Text Entities Extractor API to analyze text data, such as financial transactions or insurance claims, to identify potential fraud indicators. Extract relevant entities like suspicious names, addresses, or descriptions, enabling proactive fraud detection and compliance with regulatory requirements.
Content Classification and Tagging: Enhance content management systems or recommendation engines by automatically extracting entities from articles, blog posts, or documents. Categorize content based on topics, identify key features, or tag articles with relevant keywords, facilitating efficient content organization and personalized recommendations.
E-commerce Product Catalog Enrichment: Streamline the process of building and maintaining an e-commerce product catalog by utilizing the API to extract entities like product names, descriptions, prices, and attributes from unstructured data sources. Automate catalog creation, update product information, and improve searchability and filtering options for a seamless shopping experience.
Besides the number of API calls, there is no other limitation
{"results":{"first_name":"John","last_name":"Doe","age":32,"state":"CA"},"stats":{"n_text_characters":94,"n_entities":4,"n_tokens_used":391}}
curl --location --request POST 'https://zylalabs.com/api/2210/text+entities+extractor+api/2057/get+entities' --header 'Authorization: Bearer YOUR_API_KEY'
--data-raw '{
"text": "John Doe is 32 years old, lives in California, and works as a professional fictional character",
"entities": [
{
"var_name": "first_name",
"type": "string",
"description": "first name of the person"
},
{
"var_name": "last_name",
"type": "string",
"description": "last name of the person"
},
{
"var_name": "age",
"type": "integer",
"description": "age of the person in years"
},
{
"var_name": "state",
"type": "string",
"description": "US state of residence, format: 2 letters abbreviation"
}
]
}'
| Header | Description |
|---|---|
Authorization
|
[Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed. |
No long-term commitment. Upgrade, downgrade, or cancel anytime. Free Trial includes up to 50 requests.
The API can handle input texts that are up to 50,000 characters long, allowing you to process substantial amounts of unstructured text data.
You can extract up to 12 custom query entities per API request. Each entity is defined by a JSON object with a description, type, variable name, and an optional list of valid values.
The "description" field allows you to provide a free-text description of the entity you want to extract. This description helps clarify the nature and purpose of the entity for better understanding and organization.
The API supports four types of entity value output formats: "string," "float," "integer," and "boolean." You can choose the appropriate format based on the nature of the entity you want to extract.
Yes, you can include the "valid_values" field in the entity JSON object to specify an array of pre-defined values. This feature ensures that the extracted entity value matches one of the specified valid values.
The API returns structured data in JSON format, including extracted entities based on user-defined parameters. The response contains a "results" object with the extracted entities and a "stats" object detailing the number of characters processed, entities extracted, and tokens used.
The key fields in the response include "results," which contains the extracted entities, and "stats," which provides metrics like "n_text_characters," "n_entities," and "n_tokens_used," helping users understand the extraction's scope and efficiency.
The response data is organized into two main sections: "results," which lists the extracted entities as key-value pairs, and "stats," which summarizes the processing details. This structure allows for easy access to both the extracted information and performance metrics.
You can extract a wide range of information, including specific values like names, dates, prices, and semantic data such as topics, sentiments, and customer requests. This versatility makes it suitable for various applications, from customer support to market research.
Users can customize data requests by defining up to 12 custom query entities in the API call. Each entity can specify its description, type, variable name, and optional valid values, allowing for tailored extraction based on specific needs.
Accepted parameter values include entity types such as "string," "float," "integer," and "boolean." Users can also define valid values for entities to restrict extraction to specific options, enhancing the precision of the results.
Data accuracy is maintained through advanced natural language processing algorithms and machine learning models that continuously improve entity recognition. Regular updates and quality checks ensure the API adapts to language nuances and context variations.
Typical use cases include automating customer support by extracting requests, conducting sentiment analysis on reviews, detecting fraud in financial texts, and enriching e-commerce catalogs by extracting product details from unstructured data sources.
To obtain your API key, first sign in to your account and navigate to the API you want to use. From the API's Pricing section, choose a plan and complete the subscription process. Once subscribed, return to the API page and you will see your API Access Key displayed at the top of the documentation page. You can use this key to authenticate your requests.
You can’t switch APIs during the free trial. If you subscribe to a different API, your trial will end and the new subscription will start as a paid plan.
The free trial lasts for 7 days and allows you to make up to 50 API requests.
No, the free trial is available only once, so we recommend using it on the API that interests you the most. Most of our APIs offer a free trial, but some may not include this option.
Yes. If the API offers a free trial, you will see a "Free 7-Day Trial" option in its Pricing section. The trial lasts for 7 days and allows up to 50 API requests, enabling you to evaluate the API before subscribing to a paid plan.
Zyla API Hub is like a big store for APIs, where you can find thousands of them all in one place. We also offer dedicated support and real-time monitoring of all APIs. Once you sign up, you can pick and choose which APIs you want to use. Just remember, each API needs its own subscription. But if you subscribe to multiple ones, you'll use the same key for all of them, making things easier for you.
You can monitor your API usage through the response headers included with every request:
x-zyla-api-calls-monthly-used: Shows the total number of API requests you have used during the current billing period.
x-zyla-api-calls-monthly-remaining: Shows the number of API requests you have remaining for the current billing period.
Yes, you can cancel your subscription at any time. Simply go to the Pricing section of the API you're subscribed to and click the "Unsubscribe" button.
Please note that upgrades, downgrades, and cancellations take effect immediately. Once your subscription is canceled, access to the service will end immediately, regardless of any remaining API calls in your quota.
Please have a look at our Refund Policy: https://zylalabs.com/terms#refund
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