Retrieval Augmented Generation For Poems: A Revolutionary Approach to Analyzing Poetry
Poetry has been a form of self-expression and storytelling for centuries. From ancient epics to modern slam poetry, it has captured the hearts and minds of people all over the world. While poems may seem like simple verses on the surface, they hold a wealth of meaning and emotion for both the reader and the writer. As technology continues to advance, a new tool has emerged for analyzing poetry – retrieval augmented generation (RAG) – and it is changing the way we understand and appreciate this art form.
The Definition of Poems
Before we dive into the world of RAG, let’s first define what exactly a poem is. At its core, a poem is a piece of writing that uses language to evoke emotion, convey meaning, and create a specific aesthetic experience. Unlike prose, which follows a specific structure and grammar, poems often use rhyme, rhythm, and other literary devices to enhance their impact. They can be short or long, structured or free-form, and cover a wide range of topics and themes.
The Benefits of Analyzing Poems
As a researcher, marketer, or organization, analyzing poems can provide valuable insights and benefits. Here are just a few:
1. Understanding Human Emotions
Poetry is a powerful medium for expressing emotions, both positive and negative. By analyzing poems, researchers can gain a deeper understanding of human emotions and how they are portrayed through language. This can be especially useful in fields such as psychology and sociology.
2. Identifying Trends and Themes
Just like any other form of art, poetry is constantly evolving and reflecting the current state of society. By analyzing poems, marketers and organizations can identify trends and themes that are relevant to their target audience. This can help with creating targeted campaigns and products that resonate with their customers.
3. Enhancing Literary Studies
RAG is a game-changer for literary studies. It allows researchers to analyze a large number of poems at once, providing a more comprehensive understanding of a particular poet or literary movement. It also allows for a deeper analysis of literary devices and techniques used in poems.
4. Preserving Cultural Heritage
Poetry is an important part of a country’s cultural heritage. By analyzing and digitizing poems, organizations and researchers can preserve this rich history for future generations. RAG can also help with translating poems into different languages, making them accessible to a wider audience.
What is Retrieval Augmented Generation (RAG)?
RAG is a new approach to natural language processing (NLP) that combines the power of large language models, data visualization, and generative AI. It allows researchers to analyze and generate text simultaneously, providing a more comprehensive understanding of the data. In the case of poems, RAG can analyze a large collection of poems and generate new ones based on the patterns and themes found in the data.
The Power of RAG in Analyzing Poems
One of the key advantages of using RAG for analyzing poems is its ability to process and analyze large amounts of data quickly and accurately. This means researchers can analyze a large collection of poems from different poets and time periods, providing a more holistic view of the art form. RAG can also generate new poems based on the analyzed data, providing a unique perspective and potential for new discoveries.
Another benefit of RAG is its ability to identify patterns and themes in poems. By visualizing the data, researchers can easily see the common themes, words, and literary devices used in a particular collection of poems. This can lead to a deeper understanding of the writer’s style and the cultural context in which the poems were written.
Conclusion
Retrieval augmented generation is a revolutionary approach to analyzing poems that is changing the way we understand and appreciate this art form. By combining the power of NLP, large language models, data visualization, and generative AI, RAG provides a comprehensive and efficient way to analyze and generate poems. Its benefits for researchers, marketers, and organizations are endless, making it a valuable tool for analyzing not only poems but also other forms of text. As technology continues to advance, we can only imagine the potential RAG holds for the future of poetry analysis.
How To Use Speak’s Retrieval Augmented Generation For Poems
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 Poems
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
- MP3
- M4A
- WAV
- OGG
- WEBM
- M4P
Accepted Video File Types
- MP4
- M4V
- WMV
- AVI
- MOV
- FLV
Accepted Text File Types
- TXT
- Word Doc
CSV Imports
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 Poems 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.
YouTube URLs
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.
Speak Integrations
As mentioned, Speak also contains a range of integrations for Zoom, Zapier, Vimeo and more that will help you automatically transcribe your media.
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.
You can also add a balance or pay for uploads and analysis without a plan using your credit card.
Step 4: Wait for Speak to Analyze Your Poems
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 Poems.
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 Poems
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:
- General
- Researcher
- Marketer
- Sales
- Recruiter
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 Poems 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.
Check Out Our Dedicated Resources📚
Book A Free Implementation Session 🤝
It would be an honour to personally jump on an introductory call with you to make sure you are set up for success.
Just use our Calendly link to find a time that works well for you. We look forward to meeting you!
