static\/<\/code> directory: This directory will contain any static files required for the application (e.g., CSS stylesheets).<\/li>\n<\/ol>\nYour project directory structure should look like this:<\/p>\n
TextSimplifier\/\n\u251c\u2500\u2500 app.py\n\u251c\u2500\u2500 templates\/\n\u2514\u2500\u2500 static\/\n<\/code><\/pre>\nInstalling Required Dependencies<\/h2>\n
Next, let’s install the required dependencies for our project. Open a terminal or command prompt, navigate to your project directory (TextSimplifier<\/code>), and run the following command to create a virtual environment:<\/p>\npython3 -m venv venv\n<\/code><\/pre>\nAfter creating the virtual environment, activate it by running the following command:<\/p>\n
\n- On macOS\/Linux:<\/li>\n<\/ul>\n
source venv\/bin\/activate\n<\/code><\/pre>\n\n- On Windows (PowerShell):<\/li>\n<\/ul>\n
.venvScriptsActivate.ps1\n<\/code><\/pre>\nNow that the virtual environment is activated, let’s proceed with installing the necessary dependencies. We’ll use pip<\/code> to install Flask and OpenAI packages. Run the following command in the terminal:<\/p>\npip install flask openai\n<\/code><\/pre>\nWith the dependencies installed, we can proceed to develop our Text Simplifier application.<\/p>\n
Creating the Flask Application<\/h2>\n
Open the app.py<\/code> file in your chosen text editor or IDE and let’s start building our Flask application.<\/p>\nFirst, let’s import the required modules. Add the following code to the top of the app.py<\/code> file:<\/p>\nfrom flask import Flask, render_template, request\nimport openai\n<\/code><\/pre>\nNext, let’s initialize the Flask application and set up the OpenAI GPT-3 API. Add the following code:<\/p>\n
app = Flask(__name__)\n\n# Set up OpenAI GPT-3 API\nopenai.api_key = \"YOUR_API_KEY\"\n<\/code><\/pre>\nMake sure to replace \"YOUR_API_KEY\"<\/code> with your actual GPT-3 API key.<\/p>\nNow, let’s create the routes for the application.<\/p>\n
@app.route(\"\/\")\ndef index():\n return render_template(\"index.html\")\n<\/code><\/pre>\nHere, @app.route(\"\/\")<\/code> is a decorator that maps the URL path “\/” to the index<\/code> function. The index<\/code> function returns the rendered index.html<\/code> template.<\/p>\nWe’ll create the index.html<\/code> template shortly. It will contain a simple form where the user can input the complex text to be simplified.<\/p>\nNext, let’s create the route to handle form submissions and simplify the text using GPT-3. Add the following code:<\/p>\n
@app.route(\"\/simplify\", methods=[\"POST\"])\ndef simplify():\n # Retrieve the complex text from the form input\n complex_text = request.form[\"complex\"]\n\n # Call GPT-3 to simplify the text\n simplified_text = gpt3_simplify(complex_text)\n\n return render_template(\"result.html\", complex=complex_text, simplified=simplified_text)\n<\/code><\/pre>\nIn this route, we handle POST<\/code> requests made to the “\/simplify” URL path. We retrieve the complex text from the form input using request.form[\"complex\"]<\/code>. Then, we call the gpt3_simplify<\/code> function to simplify the text using GPT-3.<\/p>\nFinally, we render the result.html<\/code> template and pass the complex and simplified texts as variables to be displayed in the template.<\/p>\nThe only thing missing now is the gpt3_simplify<\/code> function, which we’ll implement next.<\/p>\nSimplifying Text with GPT-3<\/h2>\n
Before we define the gpt3_simplify<\/code> function, let’s briefly discuss how we can simplify text using GPT-3.<\/p>\nOpenAI GPT-3 is a powerful language model that can generate human-like text based on the provided prompt. We can leverage this capability to generate simpler text based on complex input.<\/p>\n
To simplify text using GPT-3, we need to construct a prompt that instructs the model to make the text simpler. For example, we can use a prompt like “Simplify the following text:” and append the complex text as the input.<\/p>\n
Once we receive the simplified text from GPT-3, we need to extract it from the generated response. This can be done by processing the GPT-3 response using the OpenAI Python package functions.<\/p>\n
Now, let’s define the gpt3_simplify<\/code> function in the app.py<\/code> file. Add the following code:<\/p>\ndef gpt3_simplify(complex_text):\n # Construct the prompt for GPT-3\n prompt = f\"Simplify the following text:n{complex_text}\"\n\n # Call GPT-3 to generate the simplified text\n response = openai.Completion.create(\n engine=\"text-davinci-003\",\n prompt=prompt,\n max_tokens=100,\n temperature=0.5,\n n=1,\n stop=None,\n temperature=0.7\n )\n\n # Extract the simplified text from GPT-3 response\n simplified_text = response.choices[0].text.strip()\n\n return simplified_text\n<\/code><\/pre>\nIn this function, we first construct the prompt by appending the complex text to the prompt message. Then, we call the openai.Completion.create<\/code> function to generate the simplified text.<\/p>\nThe engine<\/code> parameter specifies the GPT-3 engine to use. You can experiment with different engines to get different results. We use text-davinci-003<\/code> in this example, which is a popular choice for text generation tasks.<\/p>\nThe max_tokens<\/code> parameter sets the maximum number of tokens to generate. In this case, we limit it to 100 tokens for simplicity.<\/p>\nThe temperature<\/code> parameter controls the randomness of the generated text. Higher values like 0.7 make the text more diverse, while lower values like 0.3 make it more focused and deterministic. You can experiment with different temperature values to achieve the desired output.<\/p>\nFinally, we extract the simplified text from the GPT-3 API response and return it.<\/p>\n
With the gpt3_simplify<\/code> function defined, our Flask application is ready to serve the simplified text.<\/p>\nCreating the HTML Templates<\/h2>\n
Now, let’s create the HTML templates for our application. For simplicity, we’ll create two templates: index.html<\/code> and result.html<\/code>.<\/p>\nCreate the index.html<\/code> file inside the templates\/<\/code> directory and add the following HTML code:<\/p>\n<!DOCTYPE html>\n<html>\n<head>\n <title>Text Simplifier<\/title>\n <link rel=\"stylesheet\" type=\"text\/css\" href=\"{{ url_for('static', filename='style.css') }}\">\n<\/head>\n<body>\n <h1>Text Simplifier<\/h1>\n <form action=\"\/simplify\" method=\"post\">\n <textarea name=\"complex\" rows=\"10\" cols=\"50\" required><\/textarea><br>\n <input type=\"submit\" value=\"Simplify\">\n <\/form>\n<\/body>\n<\/html>\n<\/code><\/pre>\nHere, we have a simple form that contains a textarea where the user can input the complex text. The form is submitted to the “\/simplify” URL path when the user clicks the “Simplify” button.<\/p>\n
Notice the {{ url_for('static', filename='style.css') }}<\/code> in the <link><\/code> tag. This is a Flask template variable that generates the correct URL path to the static CSS stylesheet. We’ll create the style.css<\/code> file shortly.<\/p>\nNext, create the result.html<\/code> file inside the templates\/<\/code> directory and add the following HTML code:<\/p>\n<!DOCTYPE html>\n<html>\n<head>\n <title>Text Simplifier - Result<\/title>\n <link rel=\"stylesheet\" type=\"text\/css\" href=\"{{ url_for('static', filename='style.css') }}\">\n<\/head>\n<body>\n <h1>Text Simplifier - Result<\/h1>\n <h2>Complex Text:<\/h2>\n <p>{{ complex }}<\/p>\n <h2>Simplified Text:<\/h2>\n <p>{{ simplified }}<\/p>\n <a href=\"\/\">Back<\/a>\n<\/body>\n<\/html>\n<\/code><\/pre>\nIn this template, we show the complex and simplified texts as paragraphs. We also add a “Back” link that redirects the user back to the index page.<\/p>\n
Now, create a style.css<\/code> file inside the static\/<\/code> directory and add the following CSS code:<\/p>\nbody {\n font-family: Arial, sans-serif;\n margin: 20px;\n padding: 0;\n}\nh1, h2, p {\n margin: 0;\n padding: 0;\n}\ntextarea {\n width: 100%;\n}\n<\/code><\/pre>\nThis CSS code sets some basic styling for our application. Feel free to customize it further if desired.<\/p>\n
Running the Application<\/h2>\n
With everything set up, it’s time to run our Text Simplifier application!<\/p>\n
In the terminal or command prompt, make sure you are in the project’s root directory (TextSimplifier<\/code>) and run the following command to start the Flask development server:<\/p>\nflask run\n<\/code><\/pre>\nIf everything is set up correctly, you should see output similar to the following:<\/p>\n
* Running on http:\/\/127.0.0.1:5000\/ (Press CTRL+C to quit)\n<\/code><\/pre>\nOpen your web browser and navigate to `http:\/\/localhost:5000` to access the Text Simplifier application.<\/p>\n
Conclusion<\/h2>\n
Congratulations! You have successfully built a Text Simplifier using OpenAI GPT-3 and Flask. You’ve learned how to set up a Flask application, integrate OpenAI GPT-3 API, and simplify complex texts using GPT-3.<\/p>\n
Remember to keep your GPT-3 API key secure and never commit it to public repositories.<\/p>\n
Feel free to enhance the application further by adding more features such as error handling, input validation, or applying additional post-processing to the simplified text.<\/p>\n
You can also explore integrating other technologies like natural language processing libraries or machine learning models to enhance the simplification process.<\/p>\n
Happy simplifying!<\/p>\n","protected":false},"excerpt":{"rendered":"
In today’s digital age, information overload is a common problem. Sometimes, we come across complex texts that are difficult to understand. To address this, we can build a Text Simplifier using the power of OpenAI GPT-3 and Flask, which will simplify complex texts and make them easier to comprehend. In Continue Reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[39,325,391,392,41,40,206,116,75,390],"yoast_head":"\nHow to Build a Text Simplifier with OpenAI GPT-3 and Flask - Pantherax Blogs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Build a Text Simplifier with OpenAI GPT-3 and Flask\" \/>\n<meta property=\"og:description\" content=\"In today’s digital age, information overload is a common problem. Sometimes, we come across complex texts that are difficult to understand. To address this, we can build a Text Simplifier using the power of OpenAI GPT-3 and Flask, which will simplify complex texts and make them easier to comprehend. In Continue Reading\" \/>\n<meta property=\"og:url\" content=\"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\" \/>\n<meta property=\"og:site_name\" content=\"Pantherax Blogs\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-04T23:13:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-05T05:48:28+00:00\" \/>\n<meta name=\"author\" content=\"Panther\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Panther\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t \"@context\": \"https:\/\/schema.org\",\n\t \"@graph\": [\n\t {\n\t \"@type\": \"Article\",\n\t \"@id\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/#article\",\n\t \"isPartOf\": {\n\t \"@id\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\"\n\t },\n\t \"author\": {\n\t \"name\": \"Panther\",\n\t \"@id\": \"http:\/\/localhost:10003\/#\/schema\/person\/b63d816f4964b163e53cbbcffaa0f3d7\"\n\t },\n\t \"headline\": \"How to Build a Text Simplifier with OpenAI GPT-3 and Flask\",\n\t \"datePublished\": \"2023-11-04T23:13:56+00:00\",\n\t \"dateModified\": \"2023-11-05T05:48:28+00:00\",\n\t \"mainEntityOfPage\": {\n\t \"@id\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\"\n\t },\n\t \"wordCount\": 1182,\n\t \"publisher\": {\n\t \"@id\": \"http:\/\/localhost:10003\/#organization\"\n\t },\n\t \"keywords\": [\n\t \"\\\"Artificial Intelligence\\\"\",\n\t \"\\\"Data Science\\\"\",\n\t \"\\\"Flask\\\"\",\n\t \"\\\"How to Build\\\"\",\n\t \"\\\"Machine Learning\\\"\",\n\t \"\\\"Natural Language Processing\\\"\",\n\t \"\\\"NLP\\\"\",\n\t \"\\\"OpenAI GPT-3\\\"\",\n\t \"\\\"Python\\\"\",\n\t \"[\\\"Text Simplifier\\\"\"\n\t ],\n\t \"inLanguage\": \"en-US\"\n\t },\n\t {\n\t \"@type\": \"WebPage\",\n\t \"@id\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\",\n\t \"url\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\",\n\t \"name\": \"How to Build a Text Simplifier with OpenAI GPT-3 and Flask - Pantherax Blogs\",\n\t \"isPartOf\": {\n\t \"@id\": \"http:\/\/localhost:10003\/#website\"\n\t },\n\t \"datePublished\": \"2023-11-04T23:13:56+00:00\",\n\t \"dateModified\": \"2023-11-05T05:48:28+00:00\",\n\t \"breadcrumb\": {\n\t \"@id\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/#breadcrumb\"\n\t },\n\t \"inLanguage\": \"en-US\",\n\t \"potentialAction\": [\n\t {\n\t \"@type\": \"ReadAction\",\n\t \"target\": [\n\t \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/\"\n\t ]\n\t }\n\t ]\n\t },\n\t {\n\t \"@type\": \"BreadcrumbList\",\n\t \"@id\": \"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/#breadcrumb\",\n\t \"itemListElement\": [\n\t {\n\t \"@type\": \"ListItem\",\n\t \"position\": 1,\n\t \"name\": \"Home\",\n\t \"item\": \"http:\/\/localhost:10003\/\"\n\t },\n\t {\n\t \"@type\": \"ListItem\",\n\t \"position\": 2,\n\t \"name\": \"How to Build a Text Simplifier with OpenAI GPT-3 and Flask\"\n\t }\n\t ]\n\t },\n\t {\n\t \"@type\": \"WebSite\",\n\t \"@id\": \"http:\/\/localhost:10003\/#website\",\n\t \"url\": \"http:\/\/localhost:10003\/\",\n\t \"name\": \"Pantherax Blogs\",\n\t \"description\": \"\",\n\t \"publisher\": {\n\t \"@id\": \"http:\/\/localhost:10003\/#organization\"\n\t },\n\t \"potentialAction\": [\n\t {\n\t \"@type\": \"SearchAction\",\n\t \"target\": {\n\t \"@type\": \"EntryPoint\",\n\t \"urlTemplate\": \"http:\/\/localhost:10003\/?s={search_term_string}\"\n\t },\n\t \"query-input\": \"required name=search_term_string\"\n\t }\n\t ],\n\t \"inLanguage\": \"en-US\"\n\t },\n\t {\n\t \"@type\": \"Organization\",\n\t \"@id\": \"http:\/\/localhost:10003\/#organization\",\n\t \"name\": \"Pantherax Blogs\",\n\t \"url\": \"http:\/\/localhost:10003\/\",\n\t \"logo\": {\n\t \"@type\": \"ImageObject\",\n\t \"inLanguage\": \"en-US\",\n\t \"@id\": \"http:\/\/localhost:10003\/#\/schema\/logo\/image\/\",\n\t \"url\": \"http:\/\/localhost:10003\/wp-content\/uploads\/2023\/11\/cropped-9e7721cb-2d62-4f72-ab7f-7d1d8db89226.jpeg\",\n\t \"contentUrl\": \"http:\/\/localhost:10003\/wp-content\/uploads\/2023\/11\/cropped-9e7721cb-2d62-4f72-ab7f-7d1d8db89226.jpeg\",\n\t \"width\": 1024,\n\t \"height\": 1024,\n\t \"caption\": \"Pantherax Blogs\"\n\t },\n\t \"image\": {\n\t \"@id\": \"http:\/\/localhost:10003\/#\/schema\/logo\/image\/\"\n\t }\n\t },\n\t {\n\t \"@type\": \"Person\",\n\t \"@id\": \"http:\/\/localhost:10003\/#\/schema\/person\/b63d816f4964b163e53cbbcffaa0f3d7\",\n\t \"name\": \"Panther\",\n\t \"image\": {\n\t \"@type\": \"ImageObject\",\n\t \"inLanguage\": \"en-US\",\n\t \"@id\": \"http:\/\/localhost:10003\/#\/schema\/person\/image\/\",\n\t \"url\": \"http:\/\/2.gravatar.com\/avatar\/b8c0eda5a49f8f31ec32d0a0f9d6f838?s=96&d=mm&r=g\",\n\t \"contentUrl\": \"http:\/\/2.gravatar.com\/avatar\/b8c0eda5a49f8f31ec32d0a0f9d6f838?s=96&d=mm&r=g\",\n\t \"caption\": \"Panther\"\n\t },\n\t \"sameAs\": [\n\t \"http:\/\/localhost:10003\"\n\t ],\n\t \"url\": \"http:\/\/localhost:10003\/author\/pepethefrog\/\"\n\t }\n\t ]\n\t}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How to Build a Text Simplifier with OpenAI GPT-3 and Flask - Pantherax Blogs","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/","og_locale":"en_US","og_type":"article","og_title":"How to Build a Text Simplifier with OpenAI GPT-3 and Flask","og_description":"In today’s digital age, information overload is a common problem. Sometimes, we come across complex texts that are difficult to understand. To address this, we can build a Text Simplifier using the power of OpenAI GPT-3 and Flask, which will simplify complex texts and make them easier to comprehend. In Continue Reading","og_url":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/","og_site_name":"Pantherax Blogs","article_published_time":"2023-11-04T23:13:56+00:00","article_modified_time":"2023-11-05T05:48:28+00:00","author":"Panther","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Panther","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/#article","isPartOf":{"@id":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/"},"author":{"name":"Panther","@id":"http:\/\/localhost:10003\/#\/schema\/person\/b63d816f4964b163e53cbbcffaa0f3d7"},"headline":"How to Build a Text Simplifier with OpenAI GPT-3 and Flask","datePublished":"2023-11-04T23:13:56+00:00","dateModified":"2023-11-05T05:48:28+00:00","mainEntityOfPage":{"@id":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/"},"wordCount":1182,"publisher":{"@id":"http:\/\/localhost:10003\/#organization"},"keywords":["\"Artificial Intelligence\"","\"Data Science\"","\"Flask\"","\"How to Build\"","\"Machine Learning\"","\"Natural Language Processing\"","\"NLP\"","\"OpenAI GPT-3\"","\"Python\"","[\"Text Simplifier\""],"inLanguage":"en-US"},{"@type":"WebPage","@id":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/","url":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/","name":"How to Build a Text Simplifier with OpenAI GPT-3 and Flask - Pantherax Blogs","isPartOf":{"@id":"http:\/\/localhost:10003\/#website"},"datePublished":"2023-11-04T23:13:56+00:00","dateModified":"2023-11-05T05:48:28+00:00","breadcrumb":{"@id":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/"]}]},{"@type":"BreadcrumbList","@id":"http:\/\/localhost:10003\/how-to-build-a-text-simplifier-with-openai-gpt-3-and-flask\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/localhost:10003\/"},{"@type":"ListItem","position":2,"name":"How to Build a Text Simplifier with OpenAI GPT-3 and Flask"}]},{"@type":"WebSite","@id":"http:\/\/localhost:10003\/#website","url":"http:\/\/localhost:10003\/","name":"Pantherax Blogs","description":"","publisher":{"@id":"http:\/\/localhost:10003\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/localhost:10003\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"http:\/\/localhost:10003\/#organization","name":"Pantherax Blogs","url":"http:\/\/localhost:10003\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/localhost:10003\/#\/schema\/logo\/image\/","url":"http:\/\/localhost:10003\/wp-content\/uploads\/2023\/11\/cropped-9e7721cb-2d62-4f72-ab7f-7d1d8db89226.jpeg","contentUrl":"http:\/\/localhost:10003\/wp-content\/uploads\/2023\/11\/cropped-9e7721cb-2d62-4f72-ab7f-7d1d8db89226.jpeg","width":1024,"height":1024,"caption":"Pantherax Blogs"},"image":{"@id":"http:\/\/localhost:10003\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"http:\/\/localhost:10003\/#\/schema\/person\/b63d816f4964b163e53cbbcffaa0f3d7","name":"Panther","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/localhost:10003\/#\/schema\/person\/image\/","url":"http:\/\/2.gravatar.com\/avatar\/b8c0eda5a49f8f31ec32d0a0f9d6f838?s=96&d=mm&r=g","contentUrl":"http:\/\/2.gravatar.com\/avatar\/b8c0eda5a49f8f31ec32d0a0f9d6f838?s=96&d=mm&r=g","caption":"Panther"},"sameAs":["http:\/\/localhost:10003"],"url":"http:\/\/localhost:10003\/author\/pepethefrog\/"}]}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/posts\/3928"}],"collection":[{"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/comments?post=3928"}],"version-history":[{"count":1,"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/posts\/3928\/revisions"}],"predecessor-version":[{"id":4624,"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/posts\/3928\/revisions\/4624"}],"wp:attachment":[{"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/media?parent=3928"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/categories?post=3928"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/localhost:10003\/wp-json\/wp\/v2\/tags?post=3928"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}