Conversation with Merlin [email protected] · Tue Dec 12 2023

"Auto Captions App" Instructions: You are now my saas app assistant. I wish to build a auto captions app that user can upload video or audio and get captions generated. The app should include font templates and general caption styles for different types of users. (example, fun lyric video styles for artist, professional fonts for tutorials and videos, etc.)

Find the simplest way possible to go about this as in white label popular apps like Capcut and Captions.

The Concept: I'd like to create this for artist and content creators who just simply want to upload videos and get captions.

To create an auto captions app for artists and content creators, the following steps can be taken:

  1. App Development:

    • Start by developing the app for both Android and iOS platforms. The app should have a user-friendly interface for easy navigation and accessibility.
  2. Caption Generation:

    • Implement an AI-powered caption generation tool that transcribes audio from uploaded videos and adds automatic subtitles to the content.
  3. Font Templates and Styles:

    • Include a variety of font templates and caption styles tailored to different types of content creators. This can include fun lyric video styles for artists and professional fonts for tutorials and informative videos.
  4. Customization Options:

    • Allow users to customize the appearance of the captions, such as font style, color, size, and position within the video.
  5. Batch Editing:

    • Enable batch editing of captions to enhance accuracy and style for multiple videos.
  6. Preview and Edit Feature:

    • Provide a feature that allows users to preview the generated captions and make any necessary edits for accuracy and style.
  7. Export and Sharing:

    • Offer the flexibility to save videos with the added captions in different resolutions suitable for various social media platforms, and allow easy sharing to multiple platforms.
  8. Intuitive User Experience (UX):

    • Ensure a seamless and intuitive user experience throughout the app, streamlining the process of uploading videos and obtaining captions.
  9. White Labeling:

    • Consider offering a white-label solution for the app, allowing users to customize the app's branding and interface to align with their own brand identity.
  10. Integration with Social Media Platforms:

  • Integrate the app with popular social media platforms, enabling direct sharing of captioned videos to these platforms.

By combining these features, the app can offer a comprehensive solution for artists and content creators who aim to simplify the process of adding captions to their videos.

Adding closed captions improves accessibility and increases overall engagement with your videos. While TikTok and Instagram allow users to create automatic closed captions for uploaded videos, these built-in options arent always the most accurate or the most convenient if you're posting a video to multiple platforms. These six apps can help you create flawless, customized captions on a video before uploading, and let you share a single edited video to multiple social media platforms. 1. CapCut CapCut is one of the best apps for Instagram and TikTok content creators because it's a one-stop shop. Everything you need to edit your video from start to finish is available through CapCut. In addition to automatically adding captions to your videos, you can clip unwanted parts of your video, play background music, remove the background, and much more. Creating short-form videos in Capcut is quick and easy with the app's auto-caption feature because it saves you the time of manually typing out every word you said. After you upload a video to start a new project, select Text from the bottom toolbar, and then tap Auto Captions. From here, you'll be able to decide whether you want to pull automatic captions from the video or from a voiceover. Once your closed captions have been created, you can edit any errors and customize the font, color, size, and style of your text. Download: CapCut for Android | iOS (Free, subscription available) 2. Zeemo If you're still learning how to use TikTok as a beginner, one of the best ways to boost engagement is to auto-caption your videos with an app like Zeemo. You can upload a video you've already filmed on your smartphone and Zeemo can add captions in 16 different languages. No app will be 100% accurate unless you're enunciating every word. But after Zeemo has automatically captioned your videos to the best of its ability, you'll be able to edit the captions for accuracy and style. You can batch edit the captions to see a full view of all the captioned lines and easily rearrange and fix whatever you need to. Plus, if you ever upload a short video and don't want to mess with auto-captioning, you can manually type in your own captions. There are over 30 font styles to choose from, and countless sizes and colors to play around with. Download: Zeemo for Android | iOS (Free, subscription available) 3. AutoCap Once you've recorded and uploaded a video to AutoCap, there's so much you can do with it. You can, of course, have AutoCap add captions to your video automatically. After the automatic captions are formed, you can edit any incorrect words or rearrange the words to appear in different lines throughout the video. Then, you can alter the look of your captions. There are seven unique font styles, a font size slider, 20 font colors, and even a few animation styles to play around with. You can also add a timer to your video and customize its color, which is super helpful for videos on TikTok that don't naturally come with a timer. The one thing you can't edit without paying for a subscription is the green AutoCap watermark on every video. Plus, if you ever need any help figuring out how to use AutoCap, there's a handy book icon in the top right corner. Tapping on this icon opens a pop-up window with video instructions for the most common tasks within AutoCap. Download: AutoCap for Android | iOS (Free, subscription available) 4. MixCaptions Because people often scroll through social media at work or school, videos are often watched on mute. And if you want to increase your chance of going viral on TikTok, adding captions to your video with an app like MixCaptions will help you reach more people. Simply upload your video, tell MixCaptions which language to detect in the video, and it'll automatically create captions for your video. With the free version, you'll only be able to caption up to 180 seconds of uploaded video and your video will have the MixCaptions watermark. Or you can spring for the $2.99/week su

makeuseof.com

Boost views, followers and retention as influencer- Many people scrolling through videos are watching them muted, or with background noise having hard time hearing anything, and by adding subtitles to videos, you make your videos more accessible- Translate subtitles to other languages automatically and reach even more people- Using subtitles makes your videos easier to understand and more engaging, by having something constantly changing on screen, and keeping your viewers excited, they will watch your videos longer, and engage more with your content- Professional quality subtitles to your video straight from the app will make your content stand out from the crowd, thus help you grow your audience Subtitle your videosAdd subtitles to videos automatically with our Artificial Intelligence (A.I.) powered subtitle generator that quickly creates closed captions to your video from the audio.Our app transcribes your video and adds automatically beautiful subtitles. You can edit the automatically created subtitles by customizing the text placement on the video, changing font style, adding emojis to the video, and much more. Grow social media presence with subtitles on all platforms - Generate automatic subtitles for TikTok videos- Create automated subtitles for YouTube Shorts- Beautiful preset to automate subtitles for Instagram Reels- Presets to export subtitles for Twitter, LinkedIn, Pinterest and Facebook Videos- Add custom output resolution Edit video subtitles / closed captions of video - Transcribe video- Add and edit subtitles manually- Rotate videos in wrong orientation- Edit video font style- Add emojis to videos- combine multiple videos- Trim videos- Zoom in or out on videos Export videos on multiple resolutions- Save videos on different resolutions to support different platforms- Create files ready to export to your YouTube Channel, Tiktok, Instagram Reels and more- Share videos with subtitles included easily - Use each social media platform's native resolution, and export to mp4 for the best quality and best viewing experience- Share video to your Tiktok feed, Instagram reels, and YouTube Channel Easy to use1. Choose videos you want to subtitle2. Choose where you want your subtitled videos to be used (Tiktok, Instagram reels, Youtube Shorts, etc.)3. Subtitles will be added automatically to the video4. Edit subtitles and adjust font style and position of subtitles to your preference5. Share your video on your social medias Burn in subtites- Subtitles are burned on the video, so they will look best wherever they are viewed- Artificial Intelligence (A.I.) powered automatic speech recognition creates the subtitles for you- Speech-to-text / voice-to-text algorithm we use supports over 100+ languages (English, Spanish, French, Japanese, Chinese and more..) Edit your videos for Tiktok, Instagram Reels and YouTube Shorts- Easy to use editing tools for trimming video, splitting video, concatenating videos, adding subtitles to videos and adding emojis to videos- Remove boring and unnecessary parts of your video so your audience doesn't get bored, and increase chances of being subscribed to and commented to. Manage multiple video projects at once - Edit your videos as you work on them, and manage multiple projects at once- High quality video export with original quality resolution to keep your videos crystal clear both on video and audio- Built for social media platforms with influencers and follower growth on mind Take your videoblogs to next level - Follow common trend of adding eye popping subtitles to your vblogs to keep your watchtime and video retention high- Take your content quality higher and stand our from the crowd Still reading? Take your views to next level - download the app now and start adding beautiful subtitles / closed captions to your videos!

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Previously, wereviewedfree browser-based and software tools that provide video captions. There are also a few free apps that caption videos on mobile and for social media. Using your phone for captioning can be very useful when the video lives on your smartphone, especially if you want to get the most our of your social media posts. Captioning videos is incredibly important to reach those who are Deaf or hard-of-hearing, but closed captioning also serves the broader community. How Captions Boost Your Social Content As of July 2020, over 98 per cent of active Facebook user accounts across the world accessed the social network via mobile phones, and as many of us know, its fairly common to look at your phone in public (i.e., not a place where you want everything loudly broadcasted). In fact,85% of Facebook userswatch videos in their news feed with the sound off, because silent is the default mode for videos in most users feeds. The high use of phones to watch videos in public places makes it essential to get your message across in a video without sound. One way to make sure your audiences get your point is to include captions in any video you put up on social media. Adding Your Captions So, you have the video on your phone, you want to add captions and quickly upload to social media. Captioning apps are an efficient way to move through this process. These free video captioning apps rely on automatic speech recognition (ASR) also called computer speech recognition or speech-to-text (STT) to transcribe the audio from videos into captions. ASR is not perfect, but its getting better over time. Its a good idea to dip your toe in and see if one of these video captioning apps help you reach more audiences. Apps We Tried AutoCapis available for both Android and iOS devices. The app boasts a wide variety of fonts, colors and text animation. Clipsis Apples iOS editing app that has video captioning as one of its features. The app requires you to have iOS 13.4 or later. MixCaptionsfrom Team Mixcord is also only available on iOS. The app offers up to 10 minutes of transcription, the ability to customize the placement, font and color of your captions, as well as the ability to add a logo. Team Mixcord also says the app supports 23 languages. What Are they Like? When we played with these tools, we used a one-minute video with one speaker, speaking in English with an American accent, very clearly and directly into an iPhone. As smart as ASR is, these apps still get words wrong, and the currently available free apps are even worse about correct punctuation, which is one aspect that really affects readability. Because you cant trust the apps to get everything right the first time, the ability to edit your video is very important. And you need to assume that you will have to take the time to review the captions and correct mistakes. The difference between the words can and cant is small to a computer, but it changes the meaning drastically for people. When Quality Matters Like most things in life, when quality matters, you probably need to invest a bit of money. You are likely to be frustrated with the quality of the output when using free apps for captioning videos, especially if you are short on time and other resources. Ai-Media offers cost effective, high-quality video captions in all languages.Get in touchand we can help you reach more people and ensure accuracy, because adding video captions will increase your viewership, engagement, and shares.

ai-media.tv

Awesome. This looks like the path I'd like to take. Lets start building! Generate saas codes with chatgpt api and build the app with me. Make the code comprehensible and easy to implement. If the code requires certain accounts to access features, list them for me in brackets like this { }. I've given you web access so you are liberty to self generate and complete each step listed and test the app upon completion. If the app doesn't meet the standard, ask permission to run another diagnostic with improvements until we get it right.

Given the task, let's begin with the foundational steps to set up an-caption SaaS application using the ChatGPT API, taking into account that this will be a high-level overview rather than fully executable code. We'll focus on using Python, as it's one of the most accessible and commonly languages for SaaS applications.

Step 1: OpenAI API Account Setup Before writing any code, you need to have an Open API account. Here's what you must do:

  • Sign up for an OpenAI account at OpenAI API.
  • Obtain API keys from the OpenAI API dashboard.

Step 2: Project Setup For your Python environment, make sure you have Python installed on your system. You'll also need pip to install packages.

  • Install virtualenv: {pip install virtualenv} (if not already installed).
  • Create a virtual environment: virtualenv venv.
  • Activate the virtual environment: venv/bin/activate (Unix) or venv\Scripts\activate (Windows).
  • Install Open Python package: {pip install openai}.

Step 3 Application Skeleton We will start by creating a simple Flask application, which is great for small to medium projects and quick prototypes.

  • Install Flask: {pip install Flask}.
  • Create a basic Flask app:
flask import Flask, request, jsonify app = Flask(__name__) .route('/') def home(): return "Welcome to Auto-Caption SaaS App!" if __name__ == '____': app.run(debug=True)

Step 4: IntegrateAI API Let's integrate the OpenAI API to generate automated captions. Ensure you replace "YOUR_API_KEY" with the actual API key you obtained from OpenAI.

import openai openai.api_key = "YOUR_API_KEY" def generate_cions(audio_transcript): response = openai.Completion.create( model="text-davinci-003", prompt=f"Generate captions for the following transcript: {audio_transcript}", temperature=0.5, max=150 ) return response.choices[0].text.strip()

Step 5: Audio Processing You will need a service tocribe audio from uploaded videos into text that can be sent toGPT for caption generation. Google Cloud Speech-to-Text API a robust choice for this task.

  • Sign up for Google Cloud and set up the Speech-to-Text API.
  • Install the necessary libraries: {pip install --upgrade google-cloud-speech}.
  • Implement an endpoint in your Flask app for audio file uploads and transcription:
from google.cloud import speech from google.cloud.speech import from google.cloud.speech import types from flask import Flask, jsonify, request client = speech.SpeechClient() @app.route('/upload', methods=['POST']) def upload_audio(): # We're assuming the audio file is in the request files in a-world scenario # you would probably want to have a file check and a proper file storage system like Amazon S3. audio_file = request.files["audio"] audio = types.RecognitionAudio(content=audio_file.read()) config = types.RecognitionConfig( encoding=enums.RecognitionConfig.AudioEncoding.LINEAR16, language_code='en-US' ) # Detects speech in the audio file response = client.recognize(config=config, audioaudio) transcript = "" for result in response.results transcript += result.alternatives[0].transcript captions = generate_capt(transcript) return jsonify(captions=captions)

Step : Frontend Integration Create a simple HTML page for uploading videos:

<!DOCTYPE html> <html lang="en"> <head> <meta charsetUTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Auto-Caption Upload</title> </head> > <form action="/upload" method="post" enctype="multipart/form-data"> <input type="file" name="audio" required> <input type="submit" valueUpload"> </form> </body> </html>

These code snippets are fundamental building blocks to start your application. As for testing and improving the, it can be done iteratively by running the app locally, deploying to a development server, or using platforms like Heroku for staging.

To proceed with implementing the app or addressing specific features, please let me know, and we can focus on those particular areas. Remember to replace placeholder texts such as API keys and model names with actual values from the services you're using.

What is ChatGPT?ChatGPT is an advanced language model developed by OpenAI to facilitate human-like interactions through text-based conversations.This cutting-edge AI model has been trained on a large corpus of text from the web, giving it a remarkable ability to generate coherent and contextually relevant responses to a wide range of questions and prompts. ChatGPT can perform a variety of tasks, from answering questions and providing information to engaging in natural-sounding conversations and, the focus of todays post, generating code.Its versatility has made it a valuable tool in many areas, including customer support, content creation, and even educational assistance. As AI technology continues to advance, ChatGPTs ability to generate human-like text represents a significant milestone in the evolution of human-computer interaction and offers a glimpse into the potential of AI-powered conversational agents.Can ChatGPT write code?Short answer: yes!ChatGPT can certainly write code in various programming languages, ranging from C++ and C# to Python and Java. It can also find bugs in your code, suggest improvements, and help you convert from one language to another.It all depends on what prompt you enter.However, there are two important things to keep in mind: The first is that ChatGPT can generate code that can be useful. It is, after all, a large language model designed to work with text, which, fortunately for us, includes code.The second is that it can sometimes get lost, fall down the rabbit hole and produce rather unusable snippets of code. So you have to be careful when using it. But well get to that later.Having said that, benefits of artificial intelligence are still appartent to software developers, and ChatGPT is still incredibly powerful and helpful, especially for simpler tasks like CRUD applications, API integrations, and front-end code.Lets create a simple example application using ChatGPT and say I want to build a recipe website with a searchable database of recipes and the ability to save and organize favorite recipes.ChatGPT can outline the entire software development process for us, suggest a suitable tech stack for the task, create a business development strategy, and help us write the code itself. Lets ask Chat to start by writing some simple HTML code for our website.Thats a good start, but its not exactly what I had in mind. Lets ask Chat to make some adjustments.Great! Our basic HTML is done. Now lets ask Chat to generate some CSS to go along with the HTML we just generated in the prompt. Note that I didnt include the entire generated response in the screenshot because it was way too long.Not surprisingly, using ChatGPT is much faster for developers than googling and setting up all these basic website components.And thats just the beginning.If you want to make some style adjustments, thats no problem! Just explain briefly what you want to accomplish and wait for Chat to generate code with your desired changes.If you want to set up this site as a demo or MVP, you will need some mock-up data. Luckily, you can just ask Chat to generate some mock JSON data, and then write JavaScript code to pull data from the JSON file and display it on our site. Pretty incredible.Will ChatGPT replace programmers?By now, we can clearly see that ChatGPT and other large language models are extremely powerful when it comes to writing code.So is this the end of the road for software developers? Should programmers start thinking about changing their career paths?Not so fast.Human programmers are still and will continue to be invaluable in software development.Right now, ChatGPT is already quite useful for tasks such as front-end development, writing automated tests, API integrations, and CRUD application development. With time, the level of sophistication will undoubtedly increase and it will be able to handle even more complex tasks.This process will also evolve from the other side. Application developers will create their solut

stratoflow.com

Exciting news! OpenAI just released the ChatGPT API, here's how you can build yourself a chatbot service that answers support requests for your app or SaaS. Here's what we'll use: 1. OpenAI API 2. Python Here are the steps: 1. Difference between ChatGPT and GPT-3 2. Get OpenAI API keys 3. Create FAQ data 4. Create a new prompt 5. Test the model on a new prompt 1. Difference between ChatGPT and GPT-3 API Before we dive into the code, it's important to understand the difference between OpenAI's ChatGPT and GPT-3 models. So, you may wonder, what's the difference between ChatGPT and GPT-3? Well, ChatGPT is OpenAI's new model family designed specifically for chat-based interactions, while GPT-3 is a larger model that can generate text for a variety of applications. One of the main differences is that ChatGPT models consume a sequence of messages with metadata, while GPT-3 consumes unstructured text represented as a sequence of "tokens". ChatGPT uses a new format called Chat Markup Language (ChatML), which allows for a more contextual understanding of conversations. The ChatGPT API is also priced at $0.002 per 1k tokens, which is 10x cheaper than the existing GPT-3.5 models. Plus, OpenAI has recently released a new model called gpt-3-turbo, which is even faster and more cost-effective than before. So, if you're looking to build a chatbot for support requests, ChatGPT is definitely worth considering. ChatGPT also uses a new format called Chat Markup Language (ChatML), which allows for a more contextual understanding of conversations. 2. Get OpenAI API keys Before we go ahead and start coding, let's get the OpenAI credentials needed for the API calls. Go to https://beta.openai.com/, log in and click on your avatar and View API keys: Then create a new secret key and save it for the request: Now we have all the credentials needed to make an API request. 3. Create FAQ data The next step is to create the FAQ data you'll use as input and prompt. Let's start by importing the packages we'll be using: import json import openai If you already have openai installed, make sure to call pip install openai --upgrade in your terminal to make sure you have access to the newly added gpt-3.5-turbo model. The next step is to create the FAQ data you'll use as input and prompt. In this use case, we're building a FAQ-answering bot, so let's come up with some questions. Tip: Automate question-answer writing I asked ChatGPT the following: "Give me some made-up questions a user might have while using a SaaS, also write made-up answers to each question, make all the questions about Billing and Subscription" And I got this: Go ahead and define your OpenAI API key: api_key ="YOUR_API_KEY" openai.api_key = api_key Then create a list with dictionaries, where each dict has a question and an answer: faq_data = [{ "question": "How can I get a copy of my invoice or receipt for my subscription payment?", "answer": "To obtain a copy of your invoice or receipt for your subscription payment, simply log in to your account and navigate to the 'Billing' section. From there, you can view and download your past invoices and receipts." }, { "question": "How do I update my payment method for my subscription?", "answer": "To update your payment method for your subscription, log in to your account and go to the 'Billing' section. From there, you can add, remove, or modify your payment method. Be sure to save your changes to ensure that your subscription remains active." },{ "question": "Can I switch to a different pricing plan or downgrade my subscription?", "answer": "Yes, you can switch to a different pricing plan or downgrade your subscription at any time. Simply log in to your account and go to the 'Billing' section. From there, you can view and select your desired plan. Please note that if you downgrade your subscription, you may lose access to certain features or services that were available in your previous plan. Additionally, any price changes will take effect at the

norahsakal.com

Using the ChatGPT API in C# and .NETPhoto by ThisisEngineering RAEng on UnsplashIntroductionI just finished writing a book on the ChatGPT API and how it can be used for practical applications with Python. It dawned on me that Microsoft also must have added a solution to using OpenAI in their applications as well. In this article well show you how to set up a Saas Endpoint that leverages the ChatGPT API to take a paragraph and correct it for grammar and spelling and return it to the user. In other words, we are creating an API inside an API :-)Project SetupTo get the best experience creating our web application, well want to use the Visual Studio IDE, which you can download and install here. Once its installed, open Visual Studio and choose a new ASP.NET Core Web API.This will generate a dummy project that can be used to get weather information. We will change this for our purposes. Rename the WeatherForecastController file and class to be called GrammarFixerController.cs. The code for the shell controller is shown below.using Microsoft.AspNetCore.Mvc;namespace GrammarHelper.Controllers{ [ApiController] [Route("[controller]")] public class GrammarFixerController : ControllerBase { private readonly ILogger<GrammarFixerController> _logger; private IConfiguration _configuration; public GrammarFixerController(ILogger<GrammarFixerController> logger, IConfiguration configuration) { _logger = logger; _configuration = configuration; } }}Now lets add a simple Version endpoint to make sure everything is working okay. We are going to place our Version inside of our appsettings.json file so we can alter it easily.{ "Logging": { "LogLevel": { "Default": "Information", "Microsoft.AspNetCore": "Warning" } }, "AllowedHosts": "*", "VERSION": "1.0"}Lets retrieve the version from appsettings.json using our API. Well create a new http GET request to pull the version:using Microsoft.AspNetCore.Mvc;namespace GrammarHelper.Controllers{ [ApiController] [Route("api/[controller]")] public class GrammarFixerController : ControllerBase { private readonly ILogger<GrammarFixerController> _logger; private IConfiguration _configuration; public GrammarFixerController(ILogger<GrammarFixerController> logger, IConfiguration configuration) { _logger = logger; _configuration = configuration; } [HttpGet("version")] public string Version() { return _configuration["VERSION"]; } }}We are ready to run the code! Run the API from the Visual Studio debugger by hitting F5. This should pull up the swagger endpoint running on localhost in the browser as shown below:We can run the version endpoint by clicking the Try it out button and by clicking ExecuteThis shows us the output of our version (1.0) in the response body:If you were to run the endpoint directly in the browser, you would get a 1.0 in the upper lefthand corner.Adding our ChatGPT EndpointNow comes the fun part, adding our ChatGPT Endpoint to take a raw sentence and return the corrected text. In order to access ChatGPT youll need to obtain an openai key from openai. Instructions to do that can be found on the openai page.Once youve retrieved your endpoint from openai, place it into your appsettings.json file:{ "Logging": { "LogLevel": { "Default": "Information", "Microsoft.AspNetCore": "Warning" } }, "AllowedHosts": "*", "VERSION": "1.0", "OPENAI_API_KEY": "<sk-your-key-here>",}Now lets create our endpoint to accept the sentence to correct. First add the code that will retrieve our api key. [HttpPost("fixGrammar")] public string FixGrammar([FromBody] SentencePayloadRequest request) { // retrieve ai key from configuration var openAiKey = _configuration["OPENAI_API_KEY"]; // add open ai code here return "fixed sentence"; }We have the ai key, but we still need to be able to get to the ChatGPT api, hopefully in a convenient way. There is a nuget package that serves just that purpose. Browse for ChatGPT.NET in your nuget manager and install it into your project:Now we are ready to roll. Lets complete the method to utiliz

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