Text Recommendation By Ogawa - Stuck for words? We've got your back

[Chukseucharia]

There is a mistake, the owner of the project is @ianogawa. @theras project is HYAPE Party

[ianogawa]

Hi @SimbadMarino Thank you for your valuable feedback and recommendations! I agree that storing user prompts on the blockchain can raise privacy concerns, though there are options to encrypt the data. However, I definitely need to research further into how best to integrate blockchain with AI to balance privacy and functionality.

The idea of combining AI and blockchain for a more flexible, pay-per-request model is intriguing and something I’ll explore. I also appreciate your point about the high transaction costs due to the load of information stored, I’ll look into optimizing this.

Partnering with a small team in the AI industry to create solutions with enhanced privacy is a great suggestion, and I’ll consider it moving forward.

Thanks again for your insights, they’ve provided me with a lot to think about!

[ianogawa]

hi @Chukseucharia Thank you for your question! Currently, I am using a combination of pre-trained language models and fine-tuning techniques to enhance AI accuracy and ensure the AI maintains the appropriate tone throughout discussions.

By fine-tuning with real-world conversations and relevant data, the AI is better able to maintain consistency in tone and avoid deviations. Additionally, feedback loops and continuous updates are essential to improving the model’s performance over time.

I’m always exploring new ways to enhance accuracy,

[leohymon]

@ianogawa welcome to season7, Thanks for providing working MVP and smart contracts.

Do you have any social media account to follow?

[kishan1729]

The Text Recommendation app is a great tool for improving communication with AI suggestions, helpful for both professionals and everyday users. Using blockchain for secure history adds trust. Features like tone translation and learning make it flexible for different styles. However, the user experience could be improved by adding a sign-up option. I tried testing it, but there’s only a “Log-in” button. Adding a sign-up option would help new users and improve feedback

[ArtQuest]

Amazing work over the past month! I just gave your project a like, would really appreciate it if you could stop by ours and do the same. Voting starts tomorrow, let’s get those votes in!

[gamesfi.org]

@ianogawa

Project Goal: The primary goal of the Text Recommendation app is to address the common challenge of finding the right words in various communication scenarios, whether it’s for crafting a client email, initiating a chat with a colleague, or maintaining an appropriate tone. By providing AI-driven, style-specific suggestions, the app aims to reduce the anxiety and uncertainty around written communication, enabling users to convey their messages confidently and effectively. Additionally, it allows users to learn from the recommendations, enhancing their communication skills.

Project Value: Integrating the Text Recommendation system with blockchain technology ensures data integrity, security, and transparency. By leveraging blockchain, user interactions and recommendations are securely stored, preventing unauthorized changes and providing a verifiable history. This integration not only enhances trust but also adds a layer of accountability, making the app suitable for professional and business use cases where reliable communication is crucial.

Project Info:
project-info.pdf (355.3 KB)

Project Website: https://text-recommendation.onrender.com

Project Test Instructions:
Please note that due to certain limitations, the initial page load may take up to 50 seconds, and the system can handle a maximum of 15 requests per minute.

credentials.pdf (17.0 KB)
https://youtu.be/dUHPFdYfgM0

Project Details:
Overview
Text Recommendation is an app designed to help users craft professional and effective communication by providing tailored text suggestions based on sentiment analysis. It offers options in different styles (business formal, casual) and includes tones translation capabilities, enabling users to learn from the recommendations to improve their communication skills.

Features

• Sentiment Analysis: Analyzes incoming text to understand tone and context and generates reply suggestions in different styles (formal, casual, etc.) to suit various communication scenarios.
• Initiation Suggestions: Offers suggestions for initiating a chat or email with a chosen recipient (Client, Superior, etc.), based on the selected tone.
• Tone Translation: Translates the tone of the text, helping users adjust their message to be more formal or casual as needed.
• Learning Component: Enables users to improve communication skills by learning from the recommended replies.

Technology Stack
The project is built using Ruby on Rails, TronWeb, Solidity, Bootstrap, StimulusJs, Gemini-AI, and hosted on render.com.

Functionality
The app evaluates incoming texts and generates suitable responses based on sentiment and style preferences. Users receive multiple suggestions for different tones, or they can learn to craft better responses. The app also provides initiation suggestions, helping users start a chat or email with a chosen recipient in the desired tone. Additionally, it includes a tone translation feature, allowing users to adjust the formality of their text as needed. Integration with blockchain ensures data security and verification.

Integration
Text Recommendation integrates with blockchain technology using TronWeb, enhancing data security and ensuring the integrity of user interactions and communication history.

Target Audience
The app is ideal for professionals, businesses, and individuals who need assistance in crafting clear, effective, and appropriately toned communication.

Current Status
We have developed a working prototype, redesigned the app interface, and successfully integrated blockchain technology, making it ready for further testing and optimization.

What’s Next for Text Recommendation

• Expanding query parameters to provide more versatile and tailored text recommendations, accommodating various communication scenarios.
• Optimizing the AI model to enhance consistency and reliability in generating responses, ensuring more accurate and effective suggestions.

Smart Contract links: TRONSCAN | TRON BlockChain Explorer | 波场区块链浏览器

Project Milestones:
Milestone 1: Redesign - Update the design to improve user experience.

Milestone 2: Skill Development - Learn and enhance skills in frontend development and blockchain technology to ensure a more robust project update.

Milestone 3: Blockchain Integration - Implement TronWeb into the app to enable blockchain functionality.

I’m developing the Text Recommendation app for AI-driven communication with blockchain for security.

How can I make the AI suggestions more reliable? Any tools in the Tron ecosystem to help with blockchain integration?

[Exclusivebee]

I guess using web3 track would have been better since it new

[gamesfi.org]

@ianogawa

Thank you for your valuable feedback and recommendations! I agree that storing user prompts on the blockchain can raise privacy concerns, though there are options to encrypt the data. However, I definitely need to research further into how best to integrate blockchain with AI to balance privacy and functionality.

The idea of combining AI and blockchain for a more flexible, pay-per-request model is intriguing and something I’ll explore. I also appreciate your point about the high transaction costs due to the load of information stored, I’ll look into optimizing this.

Partnering with a small team in the AI industry to create solutions with enhanced privacy is a great suggestion, and I’ll consider it moving forward.

Thanks again for your insights, they’ve provided me with a lot to think about!

I’m looking to combine blockchain with AI while keeping user privacy safe. I want to store prompts on the blockchain but worry about privacy risks. I’m also interested in a pay-per-request model but concerned about high costs. Any tips on protecting privacy, lowering costs, or finding a small AI team for help?

[Stounag8]

all clear bud. That’s why you are in selection phase. Pursue growth. I voted for u

[ianogawa]

Hi @gamesfi.org For now, my approach to protecting user privacy is to encrypt the data, though I’ll need to conduct further research to ensure it’s fully secure. Regarding the pay-per-request model and cost reduction, I’ll be researching these aspects more in the near future as well.

[ianogawa]

hi @leohymon I haven’t set up social media for this project yet, I’ll create it once everything is complete.

[ianogawa]

Hi @kishan1729 Thank you for the positive feedback on the app’s AI suggestions and blockchain integration! As for the sign-up feature, it’s still in the R&D phase, so currently, registration isn’t available. To try Text Recommendation, you can log in using the credentials provided in this document: credentials.pdf

[ianogawa]

@ArtQuest Thank you! I just gave your project a like as well.

[ianogawa]

hi @Stounag8 Thanks so much for the support and the vote! I appreciate it and will keep pushing for growth.

[ianogawa]

Hi @Exclusivebee Yes, initially I was on the Builder track, but I switched to Web3 based on feedback from the community.

[GeorgeOK]

I was reviewing your project. I am currently liking what I see.
Iv a question bout your milestone 3? To me it is kinda vague, please elaborate on what you mean.

[kishan1729]

Got it, thanks for sharing the details!

[Exclusivebee]

Okay that was good enough as you give the community what they want

[constantinpricope201]

So the integration with TRON is only to pay for the service ?

Do you see any TRON appliances apart from paying for the Text Recommendation?

In fairness this project was adapted Text Recommendation was created previously Text Recommendation | Devpost and submitted to https://tidbhackathon2024.devpost.com/

I really think that is an interesting project in terms of tech I would rather see it more like an extension for a browser (I use Grammarly ) I would see it as a top UP of credits with crypto as a payment system!

Good luck!