Generative Op by ComexiasLabs - Your Generative AI Workspace

[leohymon]

I got the logic of your platform. Do you have any smart contract integration for instance? I wanna see how you connected.

[jnlewis]

Yes, because we are a platform for users to setup their AI workload on, we have built two options for users to integrate the AI with their TRON dapps.

1. TRON Scan: To access TRON blockchain data on contracts, accounts, or blocks. Users will need to configure their contract or wallet address and the platform will pull their data for them.

2. Direct Smart Contract Invocation: To access data that is inside a smart contract, users will need to enter their contract address, method to call in their contract, and any parameters that their method accept. Also, they will need to specify their ABI, which is an interface that tells Dapps how to interact with a TRON Smart Contract. Most of the time contract owners will have the ABI.

You can see how the configuration look like here. Again, I understand this is not very user friendly at the moment, but we are working to make it easier for our users to setup.

The source codes for the whole TRON extension and integration are in the github link.

[SimbadMarino]

Hello @jnlewis , kindly change your domain name in the github repo as well to avoid any trademark issues. Thanks!

[jnlewis]

Done! I’ve missed that out earlier, thanks for highlighting

[kishan1729]

Welcome to hackathon S7!Generative Op looks amazing! It makes AI easy for businesses without any hard setup. The TRON integration to get real-time data is really smart. Custom prompts and connecting with apps and blockchains make it very useful. Excited to see it grow!

[Chukseucharia]

Does this service comes with a fee. If it do come with a fee, how is it structured. Is it a kind of subscription based or some feature tiered fees?

[EdwinSixtus]

Excited to kick off hackathon season 7! Could you provide more information about the AI feature? What specific model is it built on, or is it a completely new AI created for this project?

[jnlewis]

Hi @Chukseucharia , thanks for the question. Yes it will come with a fee later that will include a free tier with limits and a pay as you go option for higher quotas and for access to the more expensive AI models. The fee will be to cover the project’s AWS cost, as AWS does not have any free option for AI. Currently we are offering it free because we are still in preview more and have not officially launched yet, but it is publicly available for use and exploration.

[ArtQuest]

Incredible work this past month! I just dropped a like on your project. If you can, swing by ours and give us some support too. Voting opens tomorrow—let’s finish strong!

[gamesfi.org]

@jnlewis

Project Goal: Our goal is to unlock the full potential generative AI technology to businesses by providing a seamless experience to explore, create, and manage AI-driven workflows tailored to specific business needs - without the need for any setup or hosting AI models.

The inspiration for Generative Op (short for Generative Operation) came from the growing need for accessible AI tools that can adapt to various industries and use cases. As AI technology rapidly evolves, we saw an opportunity to bridge the gap between complex AI setups and everyday business use. We wanted to create a platform that offers powerful generative AI capabilities and also provide the flexibility to customize and integrate external tools into their AI workflows.

About the Project

Generative Op (short for Generative Operation) is a cutting-edge SaaS platform designed to empower businesses with the full potential of generative AI. Built with flexibility and scalability in mind, Generative Op allows users to explore over 100 expertly crafted AI prompts across various industries or create their own custom prompts tailored to their specific needs. The platform supports seamless integration with popular apps, tools, blockchains, and APIs, providing a truly customizable experience.

With Generative Op, users can manage their prompt libraries, develop extensions, and take advantage of developer-ready APIs for smooth integration into their existing workflows. We also prioritize AI safety, offering customizable safeguards to ensure privacy, truthfulness, and security in all AI-driven tasks. Whether you’re looking to supercharge your productivity, streamline your creative processes, or explore new AI possibilities, Generative Op is your go-to platform for AI-powered innovation.

*Supported AI models: Anthropic Claude, Meta Llama, Amazon Titan, Mistral AI Mixtral, Cohere Command, AI21 Labs Jurassic

Integration with TRON Blockchain

Generative AI models today are pre-trained and can only answer according to the knowledge that it has learned. What if you want to ask something that requires real time integration with TRON? For example, asking for the current balance of a wallet, or analysis on the most recent transactions and blocks?

Here is where integration becomes important. At Generative Op, we have built an open source extension for TRON that users can integrate with their prompts.

How it works

1. When you create a prompt, you can choose to activate the TRON extension, which gives you additional options, such as Mainnet/Testnet, wallet and contract addresses.
2. Then you can choose which APIs you want to access, including wallet and account details, contract details, and block information.
3. Now you can write your AI prompt to ask questions on these data.
4. When the AI is generating a response to your prompt, Generative Op will integrate with TRON and fetch the necessary data in real time for the AI model so that it has the most up to date information.

Features

Access industry leading AI models

• With support for over ten large language models from various AI companies

Presets for any use case

• Instantly access 100+ expertly crafted prompts tailored for diverse use cases, ready to deploy and use.

Your own prompt library

• Create, manage, and customize your own dynamic prompt library to suit any project with flexibility and control at your fingertips.

Extensions and customizations

• Integrate generative AI with your favorite app and blockchains, or build your own extensions for a tailored experience.

AI safety and privacy

• Implement customizable safeguards for privacy, truthfulness, and security, ensuring your AI operates safely and ethically.

Developer integrations (Available soon)

• Connect with your applications with built-in API and webhooks, designed for smooth and scalable integration.

Business Model

Summary: Free and publicly available

Generative Op will run on a freemium model where majority of features will be made free with set quotas and with the availability for increased quotas and team management for business and enterprise users.

Technical Details

Architecture Overview

Web Application

• The frontend Web Application is developed in React using the NextJS framework. The authentication, analytics and core APIs are developed in NodeJS.
• The web applications is hosted on Vercel.

APIs

• There are two custom built APIs powering Generative Op:
  1. The core API which manages all platform operations
  2. The generative AI API which streamlines model inferences and enable real time streaming
• Both of these APIs are hosted in AWS Lambda and developed in NodeJS express.

Database

• The database in use is DynamoDB on AWS and used to manage users’ prompt library and configurations.

User Identity Management

• We leverage on Clerk for user identity management, authentication and authorization.

Blockchain

Contract Interactions/Deployments

• TronWeb and Web3Js libraries are used for all contract interactions, including deployments. This will be available via an extension and is currently in development.

Block Explorers

• We rely on data from block explorers such as TronScan API for our TRON integration extension. This is already available under the TRON Scan extension.

How does the TRON extension enable real-time data integration? Can you share examples, like checking wallet balances?

[Relate101]

Thank you for the response, Did you have any customer support that is available for users that may encounter issues or need assistance?

[jnlewis]

Hi @EdwinSixtus , the core offering is the platform itself that lets users build generative AI prompts and run them with the AI model of their choice. Aside from the core offering, our most notable feature is extensions that user can enable, such as the TRON extension which accesses data in the blockchain so that the AI model can answer instructions based on these data. The foundation model we use are open sourced models, we did not create our own AI model for the project as very few companies today can do that. It would require significant technical aplitude and will be very costly to train.

[gamesfi.org]

@jnlewis

the core offering is the platform itself that lets users build generative AI prompts and run them with the AI model of their choice. Aside from the core offering, our most notable feature is extensions that user can enable, such as the TRON extension which accesses data in the blockchain so that the AI model can answer instructions based on these data. The foundation model we use are open sourced models, we did not create our own AI model for the project as very few companies today can do that. It would require significant technical aplitude and will be very costly to train

I’d like to know what challenges we’ve encountered in integrating the TRON extension with our open-source AI models and how we’re working to overcome them.

[jnlewis]

Hi @gamesfi.org , thanks for the question. When you enable the TRON extension for a particular prompt instruction, there will be additional configuration such as the wallet address. During AI generation, the TRON extension on the platform will retrieve accounts data during that point of time from the blockchain and push them as contextual data into your prompt instruction and then finally run it through the gen AI foundation model. This process is transparent to end users, and it’s what give the AI the real time context it needs to answer or act on users instructions.

[jnlewis]

Hi @Relate101 we have our contact on the site which is currently an email for users to reach us for enquiries or support assistance. We are also working on launching a documentation site so users can get started and find help easier. That will be a dedicated site and we hope to launch it within a month.

[Relate101]

This is great, thanks for response.

[gamesfi.org]

@jnlewis

Project Goal: Our goal is to unlock the full potential generative AI technology to businesses by providing a seamless experience to explore, create, and manage AI-driven workflows tailored to specific business needs - without the need for any setup or hosting AI models.

The inspiration for Generative Op (short for Generative Operation) came from the growing need for accessible AI tools that can adapt to various industries and use cases. As AI technology rapidly evolves, we saw an opportunity to bridge the gap between complex AI setups and everyday business use. We wanted to create a platform that offers powerful generative AI capabilities and also provide the flexibility to customize and integrate external tools into their AI workflows.

I love what your platform does for businesses! Can you explain which external tools can be added to the AI workflows? Also, how do you keep data safe and private for users?

[constantinpricope201]

Hi,

Impressive presentation!

A lot of the tech seems to be reused from block fabric where you made similar queries now you added the extension for on-chain data!

It is really interesting to see how much code is required for this extension Add TRON direct contract invocation · ComexiasLabs/generativeop-extensions@43c6046 · GitHub seems like the integration is just to read the JSON so you will just read some contract information no accounts, no balances, no transactons?

You mention Tronscan API this is available within the MVP or just a future milestone?

The same project is submitted also to the near hackathon?

[jnlewis]

Thanks! Currently other than blockchain intergration tools, we have two other productivity extensions; one which is called “Markdown” that will format AI responses so it looks pretty, with headings, bullet points and tables. Another is called “No Commentary” which will prevent the AI from explaning or repeating your questions and just directly give you the answer you seek. There are two kinds of data, one is user configured prompts in their library, this data we store in a secured database in AWS. Another is user input data into the AI, this one we do not store at all as we understand some inputs can be sensitive.

[jnlewis]

Thanks. You have very good observation! Some tech such as the AI and some parts of the blockchain integration were reused (and rebuilt) from BlockFabric. But the majority of the platform is not because these are two different platforms for different purpose, so they can’t be shared.

We were running a dev talk on Block Fabric recently that sparked the need to expand our the AI capabilities (people were needing to use AI to create Dapps, instead of scanning contract codes), and that’s where we expanded out to Generative Op. The AI tech has been improved a lot to support many more use cases.

The integration with Tron Scan API is there as well, but the link you shared is a commit in GitHub, which only shows part of the code, which is comparing before change and after change. In order to see the full TRON extension code you will need to go here: generativeop-extensions/extensions/tron-scan/index.tsx at main · ComexiasLabs/generativeop-extensions · GitHub where you can see accounts data including balances. There are TRON helper files as well, which are separate from the code here, so the extension is more than a single file. While this seems like a lot of code for TRON integration, in reality the actual platform itself is much much more.