Retrieval Augmented Generation For Scripts
Scripts are an essential part of human communication, allowing us to structure and organize our thoughts and actions. They are sequences of events, actions, and behaviors that are expected in a particular situation. While scripts are commonly used in everyday life, they also play a crucial role in various fields, such as psychology, marketing, and organizational behavior.
As researchers, marketers, and organizations aim to understand and analyze human behavior, scripts provide valuable insights into how individuals think and act in different situations. In this blog post, we will explore the concept of retrieval augmented generation for scripts and its benefits in research, marketing, and organizational settings.
Scripts can be defined as a set of pre-written instructions that guide our behavior in a particular situation. They are mental representations of how to behave, what to expect, and what to do in a given context. Scripts are formed through our experiences, observations, and cultural norms, and they help us navigate through social interactions and daily life.
In psychology, scripts are often used to explain how individuals process information, make decisions, and behave in different scenarios. They provide a framework for understanding human cognition and behavior, making them a valuable tool for researchers.
The Benefits of Analyzing Scripts
One of the primary benefits of analyzing scripts for researchers is gaining a deeper understanding of human behavior. By studying scripts, researchers can uncover the underlying thought processes and decision-making patterns that drive our actions. This can lead to new insights and theories in the fields of psychology, sociology, and anthropology.
Moreover, analyzing scripts can also help in identifying any biases or stereotypes that may be present in our behavior. By understanding the scripts we follow, researchers can identify and challenge any ingrained beliefs and behaviors, leading to a more comprehensive and accurate understanding of human behavior.
For marketers, analyzing scripts can provide valuable insights into consumer behavior. By understanding the scripts that individuals follow when making purchasing decisions, marketers can tailor their messaging and strategies to align with these scripts. This can lead to more effective marketing campaigns and increased customer engagement.
Furthermore, analyzing scripts can also help in identifying trends and patterns in consumer behavior. By studying scripts across different demographics and cultural backgrounds, marketers can identify common themes and adjust their strategies accordingly.
Organizations can also benefit from analyzing scripts as it can improve workplace dynamics and productivity. By understanding the scripts that employees follow, organizations can identify any communication barriers and implement strategies to improve collaboration and efficiency.
Moreover, analyzing scripts can also aid in creating a more inclusive and diverse workplace. By understanding the scripts that individuals from different backgrounds follow, organizations can identify and address any underlying biases and promote a more inclusive work culture.
Retrieval Augmented Generation for Scripts
Retrieval augmented generation (RAG) is a technique that combines natural language processing (NLP) and large language models to generate text based on a given prompt or question. RAG has been widely used in various applications, such as conversational AI and content creation. However, recent developments have shown that RAG can also be applied to scripts, enhancing our understanding and analysis of human behavior.
By using RAG, researchers, marketers, and organizations can generate scripts based on specific prompts or questions, allowing for a deeper analysis of behavior. This approach can also aid in identifying patterns and themes in scripts, providing a more comprehensive understanding of human behavior.
Moreover, RAG can also assist in creating personalized scripts for individuals, taking into account their unique experiences and perspectives. This can be particularly useful in therapy and counseling, where understanding an individual’s scripts can aid in addressing any underlying issues.
In conclusion, scripts are an essential part of human communication and behavior, providing valuable insights into how we think and act in different situations. By analyzing scripts, researchers, marketers, and organizations can gain a deeper understanding of human behavior, leading to new insights and strategies. Furthermore, the application of retrieval augmented generation to scripts can enhance our analysis and understanding, making it a valuable tool for various fields. As technology continues to advance, we can expect further developments and applications of RAG for scripts, leading to a more comprehensive understanding of human behavior.
How To Use Speak’s Retrieval Augmented Generation For Scripts
Step 1: Create Your Speak Account
To start your transcription and analysis, you first need to create a Speak account. No worries, this is super easy to do!
Get a 14-day trial with 30 minutes of free audio and video transcription and analysis included when you sign up for Speak.
To sign up for Speak and start using Speak Magic Prompts with retrieval augmented generation, just visit the Speak app register page here.
Step 2: Upload Your Scripts
We typically recommend MP4s for video or MP3s for audio.
However, we accept a range of audio, video and text file types.
You can upload your file for transcription in several ways using Speak:
Accepted Audio File Types
Accepted Video File Types
Accepted Text File Types
- Word Doc
You can also upload CSVs of text files or audio and video files. You can learn more about CSV uploads and download Speak-compatible CSVs here.
With the CSVs, you can upload anything from dozens of YouTube videos to thousands of Scripts files.
Publicly Available URLs
You can also upload media to Speak through a publicly available URL.
As long as the file type extension is available at the end of the URL you will have no problem importing your recording for automatic transcription and analysis.
Speak is compatible with YouTube videos. All you have to do is copy the URL of the YouTube video (for example, https://www.youtube.com/watch?v=qKfcLcHeivc).
Speak will automatically find the file, calculate the length, and import the video.
If using YouTube videos, please make sure you use the full link and not the shortened YouTube snippet. Additionally, make sure you remove the channel name from the URL.
This library of integrations continues to grow! Have a request? Feel encouraged to send us a message.
Step 3: Calculate and Pay the Total Automatically
Once you have your file(s) ready and load it into Speak, it will automatically calculate the total cost (you get 30 minutes of audio and video free in the 14-day trial – take advantage of it!).
If you are uploading text data into Speak, you do not currently have to pay any cost. Only the Speak Magic Prompts analysis would create a fee which will be detailed below.
Once you go over your 30 minutes or need to use Speak Magic Prompts, you can pay by subscribing to a personalized plan using our real-time calculator.
Step 4: Wait for Speak to Analyze Your Scripts
If you are uploading audio and video, our automated transcription software will prepare your transcript quickly. Once completed, you will get an email notification that your transcript is complete.
That email will contain a link back to the file so you can access the interactive media player with the transcript, analysis, and export formats ready for you.
If you are importing CSVs or uploading text files Speak will generally analyze the information much more quickly.
Speak will automatically embed your data in a well-architected vector database which allows you to use retrieval augmented generation for Scripts.
Step 5: Visit Your File Or Folder
Speak is capable of analyzing both individual files and entire folders of data.
When you are viewing any individual file in Speak, all you have to do is click on the “Prompts” button.
If you want to analyze many files, all you have to do is add the files you want to analyze into a folder within Speak.
You can do that by adding new files into Speak or you can organize your current files into your desired folder with the software’s easy editing functionality.
Step 6: Select Speak Magic Prompts To Analyze Your Scripts
What Are Magic Prompts?
Speak Magic Prompts leverage innovation in artificial intelligence models often referred to as “generative AI”.
These models have analyzed huge amounts of data from across the internet to gain an understanding of language.
With that understanding, these “large language models” are capable of performing mind-bending tasks!
With Speak Magic Prompts, you can now perform those tasks on the audio, video and text data in your Speak account.
Retrieval augmented generation is what makes these Magic Prompts work so well.
Step 7: Select or Create Your Assistant Type
To help you get better results from Speak Magic Prompts, Speak has introduced “Assistant Type”.
These assistant types pre-set and provide context to the prompt engine for more concise, meaningful outputs based on your needs.
To begin, we have included:
Choose the most relevant assistant type from the dropdown.
You can also create your own custom Assistant Template Type.
If you visit the new page Account Preferences, you can see there is now an area where you can create your own custom Assistant.
This allows you to set the context of the engine for higher quality and more consistent outputs.
For example, you could say:
“We are [COMPANY NAME]. We are analyzing [DATA] to understand how to improve [GOAL]. We want all responses to be concise and in table format.”.
This becomes a reusable template in any of your manual or automated Magic Prompts.
You can create multiple templates for different use cases.
As an example, the analysis you run on a focus group may be different than a one-on-one interview.
Step 8: Create Or Select Your Desired Prompt
Here are some examples prompts that you can apply to any file right now:
- Create a SWOT Analysis
- Give me the top action items
- Create a bullet point list summary
- Tell me the key issues that were left unresolved
- Tell me what questions were asked
A modal will pop up so you can use the suggested prompts we shared above to instantly and magically get your answers.
If you have your own prompts you want to create, select “Custom Prompt” from the dropdown and another text box will open where you can ask anything you want of your data!
Step 9: Review & Share Responses
Speak will generate a concise response for you in a text box below the prompt selection dropdown. With Chat enabled, you can also continue to query that data to reveal more insights and reformat the information to your needs.
In this example, we ask to analyze all the Scripts in the folder at once for the top product dissatisfiers.
You can easily copy that response for your presentations, content, emails, team members and more!
Speak Magic Prompts Pricing
Our team at Speak Ai continues to optimize the pricing for Magic Prompts and Speak as a whole.
Right now, anyone in the 14-day trial of Speak gets 100,000 characters included in their account.
If you need more characters, you can easily include Speak Magic Prompts in your plan when you create a subscription.
You can also upgrade the number of characters in your account if you already have a subscription.
Both options are available on the subscription page.
Alternatively, you can use Speak Magic Prompts by adding a balance to your account. The balance will be used as you analyze characters.
Completely Personalize Your Plan 📝
Here at Speak, we’ve made it incredibly easy to personalize your subscription.
Once you sign up, just visit our custom plan builder and select the media volume, team size, and features you want to get a plan that fits your needs.
No more rigid plans. Upgrade, downgrade or cancel at any time.
Claim Your Special Offer 🎁
When you subscribe, you will also get a free premium add-on for three months!
That means you save up to $50 USD per month and $150 USD in total.
Once you subscribe to a plan, all you have to do is send us a live chat with your selected premium add-on from the list below:
- Premium Export Options (Word, CSV & More)
- Custom Categories & Insights
- Recorder Customization (Branding, Input & More)
- Media Player Customization
- Shareable Media Libraries
We will put the add-on live in your account free of charge!
What are you waiting for?
Refer Others & Earn Real Money 💸
If you have friends, peers and followers interested in using our platform, you can earn real monthly money.
You will get paid a percentage of all sales whether the customers you refer to pay for a plan, automatically transcribe media or leverage professional transcription services.
Use this link to become an official Speak affiliate.
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