{"schema":"BUIDL","d":{"id":17612,"members":[{"hackerId":48927,"projectMemberId":16180,"avatar":"https://cdn.dorahacks.io/static/files/19293dae62479144cdddcee475a844bd.jpg","name":"Guff Han","handle":"han","email":"***@***","status":"accepted","role":2,"title":null,"introduction":null},{"hackerId":168457,"projectMemberId":16172,"avatar":"https://cdn.dorahacks.io/static/files/192936f11ad2351333dc7dd462ba29b2.png","name":"alllz","handle":"alllz","email":"***@***","status":"accepted","role":2,"title":null,"introduction":null}],"pictures":["https://cdn.dorahacks.io/static/files/19293d6c6b322d7b8ebab76421292e56.jpg"],"roundProjects":[],"hackathonProjects":[{"id":19154,"hackathon":{"id":450,"tabSet":[{"id":962,"name":"Tracks","slug":"tracks-","description":"# DeFi/RWA\n\n**Track Description:** Design dApps and protocols to create secure, efficient, and transparent financial systems. \n\n**Prizes:** \n- 🥇 **1st Prize:** $35k \n- 🥈 **2nd Prize:** $20k \n- 🥉 **3rd Prize:** $15k \n- 🏅 **4th Prize:** $10k \n- 🏅 **5th Prize:** $5k\n\n---\n\n# Gaming/NFTs\n\n**Track Description:** Develop blockchain-based games or NFT projects that enable true ownership and trading of digital assets. \n\n**Prizes:** \n- 🥇 **1st Prize:** $35k \n- 🥈 **2nd Prize:** $20k \n- 🥉 **3rd Prize:** $15k \n- 🏅 **4th Prize:** $10k \n- 🏅 **5th Prize:** $5k\n\n---\n\n# AI/DePIN\n\n**Track Description:** Develop intelligent applications that harness AI or create decentralized networks that enhance infrastructure efficiency, security, and sustainability. \n\n**Prizes:** \n- 🥇 **1st Prize:** $35k \n- 🥈 **2nd Prize:** $20k \n- 🥉 **3rd Prize:** $15k \n- 🏅 **4th Prize:** $10k \n- 🏅 **5th Prize:** $5k\n\n---\n\n# Social\n\n**Track Description:** Reshape social platforms with decentralized solutions that enhance user control, privacy, creator monetization, and more. \n\n**Prizes:** \n- 🥇 **1st Prize:** $35k \n- 🥈 **2nd Prize:** $20k \n- 🥉 **3rd Prize:** $15k \n- 🏅 **4th Prize:** $10k \n- 🏅 **5th Prize:** $5k\n\n---\n\n# The Unexpected\n\n**Track Description:** Embrace the element of surprise and push the boundaries of innovation. This category is for projects that don't fit neatly into any other track. Let your innovations collide in unexpected ways. \n\n**Prizes:** \n- 🥇 **1st Prize:** $35k \n- 🥈 **2nd Prize:** $20k \n- 🥉 **3rd Prize:** $15k \n- 🏅 **4th Prize:** $10k \n- 🏅 **5th Prize:** $5k"},{"id":963,"name":"Additional Bounties","slug":"additional-bounties","description":"# UI Challenge\n**Bounty Description:** Showcase your design skills in the UI Challenge, open to all developers and designers. No Move coding required - leverage existing Aptos smart contracts and SDKs to create intuitive and engaging user experiences. Your innovative designs will help bridge the gap between blockchain technology and everyday users, driving mass adoption of decentralized applications. \n**Prizes:** \n- 🥇 **1st prize:** $20k \n- 🥈 **2nd Prize:** $12k \n- 🥉 **3rd Prize:** $5,500\n\n---\n\n# Best Public Goods\n**Bounty Description:** The Best Public Goods bounty recognizes solutions that benefit the community and ecosystem. Develop projects that enhance accessibility, promote social good, or provide public value using blockchain technology. \n**Prizes:** \n- 🥇 **1st prize:** $20k \n- 🥈 **2nd Prize:** $12k \n- 🥉 **3rd Prize:** $5,500\n\n---\n\n# $1k Build with Econia\n**Bounty Description:** Create the best DeFi project [using the Econia reference front end](https://econia.dev/integrators/reference-frontend/) on the Aptos blockchain. Leverage Aptos smart contracts and SDKs alongside Econia's pre-built components to develop innovative, user-friendly applications. \n**Prize:** \n- 🏅 **Total prize:** $1,000\n\n---\n\n# $10k Aptos Indexer Challenge with NODIT\n**Bounty Description:** Create an outstanding project using blockchain data with Nodit’s Indexer API. Designed to simplify complex data queries and analysis, Nodit’s Indexer API makes accessing blockchain data easy and efficient. More details [HERE](https://lambda256.notion.site/Aptos-Indexer-Challenge-with-NODIT-7398b6202e8641fdaee39e40bb07b70d). \n**Prize:** \n- 🏅 **Total prize:** $10,000\n\n---\n\n# $5k Foresight's Choice - Consumer Applications\n**Bounty Description:** Selected teams will win additional bounties from a total prize pool of **🏅$5,000**.\n\n---\n\n# $6k Pool for Profitable Market Making Bot Using Kana Labs Perps API\n**Bounty Description:** Build a highly efficient and profitable market-making bot using Kana Labs' perpetual futures contracts (perps) API. The bot should be capable of analyzing market conditions, executing trades, and managing risk in real-time to maintain profitability. List of resources [here](https://chlorinated-trail-6fc.notion.site/Aptos-Code-Collision-Market-Making-Bot-With-Kana-Labs-Perps-API-9f854489abc1462d86b404b777a34844). \n**Prize:** \n- 🏅 **Total prize:** $6,000\n\n---\n\n# $5k MEXC's Choice of Best Projects Leveraging Telegram\n**Bounty Description:** Integrate Telegram's traffic into an innovative project on Aptos. Leverage community interaction and blockchain technology to win additional bounties from a total prize pool of **🏅$5,000**.\n\n---\n\n# $6k Pool for Best Use of Mizu TG Wallet\n**Bounty Description:** Build innovative Aptos-based projects that leverage the Telegram ecosystem through Mizu Wallet. List of resources [here](https://innovative-loan-8da.notion.site/Aptos-Code-Collision-Hackathon-Building-Aptos-on-Telegram-with-Mizu-e5c1dd93826a49368aab210b6a05b8d6). \n**Prize:** \n- 🏅 **Total prize:** $6,000"},{"id":808,"name":"Submission Guide","slug":"submission","description":"# **Getting Started [3-5 MIN]**\n\n**1.** **Submit your BUIDL via [DoraHacks.io](https://dorahacks.io/).** To begin, you’ll need a DoraHacks account. Click the **Login** button in the top-right corner to sign up.\n\n

\n\nYou can create an account with **GitHub, a crypto wallet**, or your **email address**. We recommend using **GitHub** to reach a wider audience with your project\n\n*Note: You may be asked to verify your email. The code can take a few minutes to arrive, but don’t worry—it will be valid for 10 minutes after you click “**send code**.”\n\n**2.** Make sure to add your GitHub link to your project before the submission deadline. You can submit first and make edits until the hackathon submission deadline.\n\nClick “**Submit BUIDL**” to open the Hackathon submission form.\n\n

\n\n\n> **→ Already have a BUIDL on DoraHacks?**\n> \n\nClick “Use Existing BUIDL” and select your project. Choose the track you'd like to join, answer the organizer’s questions, and then click “Submit for review.”\n\n

\n\n\n> **→ Submitting a new BUIDL?**\n> \n> Click **“Create new BUIDL”** and fill out the form with your project details.\n\n\n

\n\nBe sure to include **URLs (with http/https://)** for your demo, demo link, and social media.\n\n

\n\n

\n\nOnce you’ve completed the new BUIDL setup, select the relevant track, and click **“Submit for review.”**\n\n

\n\nAfter submission, you’ll see a notification confirming your project has been submitted.\n\n

\n\nThe Hackathon also offers Bounties for participants to choose from. Please go to the **Bounty Tab** to apply. (Optional)\n\n![WX20240815-151214@2x.png](https://cdn.dorahacks.io/static/files/19172d489e3fa89849bbc964f9dacd63.png)\n\n# **Project Approval**\n\nAfter submission, your project needs to be approved by the Hackathon Organizer before it becomes publicly visible in the Hackathon [BUIDLs gallery](https://dorahacks.io/hackathon/450/buidl).\n\n

\n\n# **Getting Support**\n\nIf you have any questions for the hackathon organizers, feel free to contact them via their dedicated Telegram, Discord, or Slack communication channel. You can also click the \"**Message**\" button next to the organizer's logo to DM them on DoraHacks.\n\n# Need to Update Your BUIDL?\n\nTo make changes to your project, click [Avatar] -> [Profile] to access your Account Center. Then, click the \"**Edit**\" button on the top right of your BUIDL to update your BUIDL information.\n\n

\n\n

"}],"skills":null,"applied":false,"isCurrentHackerRegistered":false,"buidlsCount":556,"applicationsCount":659,"organization":{"id":2440,"name":"Aptos Foundation","logo":"https://cdn.dorahacks.io/static/files/1905756a7c1b1175384a95943f7a50b5.png"},"description":"# **🛠️ What is Aptos Code Collision Hackathon?**\n\n*Where innovators converge to spark something entirely new.* \n\nJoin **Code Collision**, a global hackathon for blockchain innovators. Enjoy a flexible virtual and in-person hybrid format along with community-hosted Code Jams and Code Stations. \n\nBeginners are welcome—attend our workshops and bootcamps to fine-tune and scale your next big idea.\n\nWith over $500k total prizes available for grabs and top-tier mentors & judges to support you in the process, if you're looking to build an impactful project, now's the time to make your move!\n\n![AP_Summer-Hackathon_DORAHACKS.jpg](https://cdn.dorahacks.io/static/files/190710f1433c38e75a2c629488d9f104.jpg)\n\n✅ **Participant’s Checklist:**\n\n- [ ] Join our Discord [**HERE**](https://discord.com/invite/aptosnetwork) and make sure you select the “CodeCollisionHack” role so you can see the hackathon channels.\n- [ ] Make sure you ‘register as a hacker’ on [**DoraHacks**](http://dorahacks.io/hackathon/code-collision) as soon as possible.\n- [ ] Make sure you ‘submit BUIDL’ (submit project) before **15th October**.\n\n# 🏆 Tracks and Bounties\n\nFor a detailed breakdown of tracks and bounties, please visit the following TABS:\n\n- **[Tracks Overview](https://dorahacks.io/hackathon/code-collision/tracks-)**: Explore the different tracks available in the hackathon.\n- **[Bounties Overview](https://dorahacks.io/hackathon/code-collision/additional-bounties)**: Discover the additional bounties you can compete for.\n\n\n\n# 📅 Key Dates to Remember\n\n- **2 July 2024:** Registration opens\n- **1 August 2024:** Hackathon officially starts\n- **1-7 September 2024:** Mid-hack Check-in\n- **EXTENDED: 15 October 2024:** Submissions close\n- **est. 3 Nov 2024:** Announcement of winners\n\n\n# ⚡️ Why Aptos?\n\n**Build the Future of Web3 on Aptos.**\n\n![Aptos Overview Screenshot](https://cdn.dorahacks.io/static/files/19071211c16e45c18b333e042a6910f3.png)\n\nKey technologies that enable you to build the next-generation dApps:\n\n- **10x your application's UX** by building a seamless user authentication with [Keyless](https://aptos.dev/en/build/guides/aptos-keyless).\n- **10x your user growth** using [passkeys](https://github.com/aptos-foundation/AIPs/blob/main/aips/aip-66.md), allowing onboarding via biometrics.\n- Quickly secure sample random numbers at super low costs for use cases like gaming using Aptos [on-chain randomness](https://aptos.dev/en/build/smart-contracts/randomness).\n- All this and more while leveraging a super fast and performant network with **>1s end-to-end latency** for your application.\n- Learn more at [Aptos Developer Hub](https://aptos.dev/en).\n\n\n# 📘 Participants Resources Handbook\nAccess beginner guides, advanced tutorials, documentation, and workshops. Whether you're new to Move or expanding your expertise, you'll find the tools and support you need [HERE](https://aptosfoundation.notion.site/Code-Collision-Hackathon-Resources-b0e2c464c30348e69afb10b1c302c30a?pvs=4).\n\n[![Screenshot 2024-07-13 at 7.27.52 AM.png](https://cdn.dorahacks.io/static/files/190a946f033aa853331ffca404fa7fdd.png)](https://aptosfoundation.notion.site/Code-Collision-Hackathon-Resources-b0e2c464c30348e69afb10b1c302c30a)\n\n# 💼 Workshops and Mentorship Office Hours\n\n### Workshops\n- [**Getting Started with Move on Aptos**](https://www.youtube.com/watch?v=IJ0Tm0jYN60)\n- [**How to build a Dapp with Move on Aptos**](https://www.youtube.com/watch?v=YekoFYYehxo)\n- [**DevNTell**](https://www.youtube.com/watch?v=x0-4zlv2vRI)\n\n### Office Hours\n- **Aug 5, 9:00 AM PST:** Office Hours\n- **Aug 12, 9:00 AM PST:** Standard Office Hours\n- **Aug 19, 9:00 AM PST:** 15-min Intro to Sponsored Transactions + Office Hours\n- **Aug 26, 9:00 AM PST:** Standard Office Hours\n\nFull Office Hours schedule is available in the participants' handbook.\n\n\n# 🤝 Sponsors\n\n![Screenshot 2024-09-27 at 11.26.17 AM.png](https://cdn.dorahacks.io/static/files/19231847a12953732b5e165408bad23b.png)\n\nand more\n\n# 🤓 Judges and Mentors\n\nAn exclusive panel of industry experts is here to help:\n\n- **Mo Shaikh**, Co-Founder & CEO of Aptos Labs\n- **Avery Ching**, Co-Founder & CTO of Aptos Labs\n- **Stani Kulechov**, Founder & CEO of Avara (Aave)\n- **Qiao Wang**, Founder of Alliance DAO\n- **Tom Schmidt**, General Partner of DragonFly Capital\n- **Baek Kim**, General Partner of Hashed\n- **Jacob Ko**, Founding Partner of Superscrypt\n- **Spencer Applebaum**, Investment Partner of Multicoin Capital\n- **Shijie Zhou**, Senior Manager of OKX Ventures\n- **Alicia Sidik**, Investment Associate at BlockTower Capital\n- **Alex Kahn**, Co-Founder of Econia Labs\n- **Kaito**, Core Contributor at Alcove\n- **Greg Gunadi**, Investor at Makers Fund\n- **Vectorized**, CTO of Asterix Labs\n- **The team at Aptos Labs/Foundation**\n- **Chloe Zheng**, Researcher at HTX\n- **Issa Z**, Investment Director of MEXC\n- **David Toh**, Manging Partner of Mirana Ventures\n- and more...\n\n\n# 📍 Code Collision Events\n\nFor the latest updates on Code Jams, Code Stations, Bootcamps, Workshops, and more, please refer to our website:\n\n[**Visit the Code Collision Events Page**](https://aptosfoundation.org/events/code-collision#schedule)","onboardingCompleted":false,"registerFormUrl":null,"preRegisterTime":0,"publicContactHackerHandle":"sushikev","hackersCount":2658,"title":"Aptos Code Collision Hackathon","uname":"code-collision","imageUrl":"https://cdn.dorahacks.io/static/files/1926c09cf921a93c73495c84c2094315.jpg","originUrl":null,"startTime":1722495600,"endTime":1729061940,"timezone":"-480","city":null,"visible":true,"approvalStatus":6,"state":0,"voteUrl":null,"voteMechanism":null,"bonusPrice":500000,"bonusMechanism":null,"followersCount":0,"ecosystem":"Aptos","applyGuide":null,"weight":120,"participationForm":"Virtual","field":"Blockchain,AI,DePIN,DeFi,NFT,Gaming,Social","email":"ang@aptosfoundation.org","contacts":"Email,ang@aptosfoundation.org","externalContacts":null,"telegram":null,"discord":null,"whatsapp":null,"wechat":null,"prizeFundingEscrowed":0,"token":"USD","prizeSafeForm":0,"prizeSafeNetwork":null,"prizeSafeOwner":null,"prizeSafeWallet":null,"prizeSafePublishDate":null,"hasOnboarding":true,"isPublicTrackJudging":false,"isEndedTrackJudging":false,"question":"[{\"id\":2,\"text\":\"Secondary track: Do you think your project may fit under another track? Let us know!\",\"required\":false},{\"id\":1,\"text\":\"Where did you hear about this hackathon? (Some options below)\\n(DoraHacks directly; TinTinLand; Alcove; Developer DAO; Encode Club; Dar Blockchain; APUBCC; Onboarding.club; Movespiders; Zona Tres; Symmetry)\",\"required\":true},{\"id\":3,\"text\":\"Reminder: Please add your GitHub Repo to your BUIDL to be eligible to win\",\"required\":true},{\"id\":4,\"text\":\"Which country/region are you from?\",\"required\":false},{\"id\":5,\"text\":\"Did you participate in any of the following code collision events? Reply No if you didn't. (Some options below) \\n(Encode Club virtual bootcamp, in-person workshop in person, virtual workshop, dev office hours, etc) \",\"required\":true}]","countryId":null,"cityId":null,"venueName":null,"venueAddress":null,"category":1,"isEnableBounty":true,"isBountyRequired":false,"isEndedBountyJudging":false,"bountiesLimitForBuidl":10,"isPublicBountyJudging":false,"isMultiTracksAllowed":false,"tracksLimitForBuidl":0,"showIdeaTab":true,"showQuestionTab":true,"status":2},"status":4,"bounty":null,"track":null,"table":"0","trackObj":null,"bountyObjs":[{"id":601,"name":"UI Challenge","token":"$","bonus":37500,"link":"","description":"Showcase your design skills in the UI Challenge, open to all developers and designers. No Move coding required - leverage existing Aptos smart contracts and SDKs to create intuitive and engaging user experiences. Your innovative designs will help bridge the gap between blockchain technology and everyday users, driving mass adoption of decentralized applications.\n\n🥇1st prize: $20k; 🥈2nd Prize: $12k; 🥉3rd Prize: $5,500"},{"id":602,"name":"Best Public Goods","token":"$","bonus":37500,"link":"","description":"The Best Public Goods bounty recognizes solutions that benefit the community and ecosystem. Develop projects that enhance accessibility, promote social good or provide public value using blockchain technology.\n\n🥇1st prize: $20k; 🥈2nd Prize: $12k; 🥉3rd Prize: $5,500"},{"id":604,"name":"$10k Aptos Indexer Challenge with NODIT","token":"$","bonus":10000,"link":"","description":"Create an outstanding project using blockchain data with Nodit’s Indexer API. Designed to simplify complex data queries and analysis, Nodit’s Indexer API makes accessing blockchain data easy and efficient. More details [HERE](https://lambda256.notion.site/Aptos-Indexer-Challenge-with-NODIT-7398b6202e8641fdaee39e40bb07b70d).\n\n🏅Total prize: $10,000"},{"id":605,"name":"$5k Foresight's choice - Consumer applications","token":"$","bonus":5000,"link":"","description":"Selected teams will win additional bounties from a total prize pool of 🏅$5,000"}]}],"chain":[],"chainList":[],"appliedGrant":false,"acceptRewards":false,"owner":47102,"ownerInfo":{"nickname":"junhoyeo","username":"junhoyeo","avatar":"https://cdn.dorahacks.io/static/files/191f7a5d1cb0dc3a93a6f11405abcb38.jpeg"},"visible":true,"deleted":false,"continuousSponsoring":false,"pageView":0,"sponsoredCount":0,"starCount":0,"sponsoredAmount":"0.00","sponsoredPersons":0,"followers":2,"voteCount":0,"projectMembers":[{"id":16180,"member":{"id":48927,"username":"han","avatarUrl":"https://cdn.dorahacks.io/static/files/19293dae62479144cdddcee475a844bd.jpg","nickName":"Guff Han"},"email":"***@***","status":"accepted","role":2,"title":null,"introduction":null},{"id":16172,"member":{"id":168457,"username":"alllz","avatarUrl":"https://cdn.dorahacks.io/static/files/192936f11ad2351333dc7dd462ba29b2.png","nickName":"alllz"},"email":"***@***","status":"accepted","role":2,"title":null,"introduction":null}],"bnbRound":null,"doraGrantDaoTags":[],"techTrees":[0],"infrastructureTags":[3,114,115,135],"otherInfrastructures":[],"lastEditor":{"id":47102,"username":"junhoyeo","date":1729108482000},"upvoted":false,"followed":false,"upvoters":{"count":2,"list":[{"id":20122,"hacker":{"username":"alllz","avatarUrl":"https://cdn.dorahacks.io/static/files/192936f11ad2351333dc7dd462ba29b2.png","nickName":"alllz","introduction":"Crypto Dev & Architect"},"createdAt":"2024-10-16T20:10:36.394511+08:00","upvotes":"0.00","followed":false},{"id":20121,"hacker":{"username":"junhoyeo","avatarUrl":"https://cdn.dorahacks.io/static/files/191f7a5d1cb0dc3a93a6f11405abcb38.jpeg","nickName":"junhoyeo","introduction":"Generalist hacker, designer, and dreamer"},"createdAt":"2024-10-16T20:07:28.310170+08:00","upvotes":"0.00","followed":false}]},"kycStatus":0,"ideas":[],"name":"Antikythera","techniqueField":"","source":"-","vision":"Launch your AI Agent on Aptos with Antikythera — The Aptos Assistant with Superpowers","projectDescription":"## TL;DR\n\n![Cover 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/cover-1.png)\n\nAntikythera is a AI Agent which integrates accurate, real-time onchain data from various protocols and applications on the Aptos Blockchain.\n\n![Antikythera vs Aptos Assistant](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/vs-aptos-assistant.jpg?v=3)\n\n[Aptos previously released the Aptos Assistant](https://x.com/Aptos/status/1745869626117079340) earlier this year. However, this assistant faced limitations in practical use due to its inability to access real-time on-chain data beyond its pre-trained knowledge. These limitations became apparent even before considering interactions with actual DApps. For instance, the assistant struggled to answer basic informational questions about the ecosystem, such as identifying the protocol with the highest Total Value Locked (TVL) or listing the available applications.\n\n**In contrast, when Antikythera is asked the same question about top ecosystem projects, it provides a detailed markdown table ranking protocols by exact-figured TVL, including categories, logos, and URLs.**\n\n![Cover 2](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/cover-2.png)\n\nAntikythera is capable of handling a wide range of queries and requests related to the Aptos blockchain. It can identify the best prices, arbitrage opportunities, yield opportunities, and current swap routes across various Aptos protocols. It can even execute actions on behalf of users.\n\n\n## On-chain AI Agents\n\n- We're witnessing the emergence of automated AI agents capable of making autonomous decisions. This trend is exemplified by projects like [AutoGPT](https://github.com/Significant-Gravitas/AutoGPT), [AgentGPT](https://github.com/reworkd/AgentGPT), [Claude Engineer](https://github.com/Doriandarko/claude-engineer), .etc. These leverage Large Language Models (LLMs) as their core, but require integration with external data and execution environments to fully realize their potential.\n\n- That's where **Function Calling** comes in, which enables LLMs to reliably use external tools and APIs. This is possible by defining \"Tools\" as structured interfaces that describe available functions, their parameters, and expected outputs. LLMs can then generate appropriate function calls based on user inputs, allowing seamless integration with external systems. The response from these external tools is then passed back to the LLM, which uses this information to generate a final output.\n\n- Our ultimate goal is to enable LLMs to **establish their own unique identities within the blockchain**, achieving Financial Autonomy as AI agents themselves. (We initially explored this concept in [junhoyeo/CryptoGPT](https://github.com/junhoyeo/CryptoGPT), 2023)\n\n- We build these tools as a public good, allowing anyone to create agents on or off our platform. For example, in Antikythera's Beta Version (Not deployed to website, as it contains production-not-ready PK signing), **if a user asks the AI to purchase an Aptos Name, the AI reasons through the process and executes transactions sequentially.** It checks the balance, swaps for more APT if necessary (to cover the name cost), verifies the name price, and automatically completes the registry process.\n\n![Beta 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/beta-1.jpg?v=2)\n\n## Querying the blockchain\n\n![](https://www.youtube.com/watch?v=v8GP_REJM4w)\n\n> - Kana Labs DEX aggregator integration for optimal pricing and swap routes.\n> - Integration with DeFiLlama for chain TVL and protocol/yield oppertunity data on Aptos\n\n![Query USDC Instances](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/usdc-instances.png)\n\n> Token information using Hippo Labs (data corrected/reviewed with Nodit's Indexer API), including bridged tokens and their diversification benefits\n\n![Nodit 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/nodit-1.jpg)\n\n> Token balances/portfolio of given address\n\n![Echelon 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/echelon-1.jpg?v=2)\n![Echelon 2](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/echelon-2.jpg?v=2)\n\n> Markets in Echelon (base asset, borrow/supply APRs, tracked price, .etc)\n\n\n## Future Work\n\n- Roll out execution mode with safer key management or/and browser wallet mode\n- Aave integation after mainnet\n\n- On-demand tool generation\n\n - In the future, we plan to leverage Move's capability to extract package ABI through RPC (`getAccountModule`, equivalent to `sui_getNormalizedMoveModulesByPackage` in Sui). This will enable AI to evaluate and utilize new packages in real-time by analyzing Aptos Move Code. We've already tested this approach with ThalaSwap (but later replaced by KanaLabs's DEX aggregator integration). This method is also inspired by [ThalaLabs/surf](https://github.com/ThalaLabs/surf).\n\n- Universal client\n - We aim to create a comprehensive client/frontend similar to Instadapp or DeFiLlama by combining AI agents with wallet connections. Our objective is to develop a decentralized frontend aggregator, offering a more intuitive experience for newcomers to the ecosystem.","teamDescription":"Our team consists of rising talents and seasoned professionals who have built multiple protocols, successful traditional startups, and established brands in Web2.","githubPage":"https://github.com/0xinevitable/antikythera","githubVerify":0,"demoLink":"https://antikythera.io","demoVideo":"https://youtu.be/v8GP_REJM4w","ownerTitle":null,"ownerIntroduction":null,"twitterVerified":false,"weibo":null,"nft":null,"scOwner":"","editTime":1729108482,"upvotes":"0.00","isRecruitingEnabled":false,"recruitingInfo":"","recruitingLink":null,"twitter":null,"facebook":null,"instagram":null,"socialTelegram":null,"socialDiscord":null,"socialLinks":["https://x.com/0xinevitable"],"showedFunding":false,"createdAt":"2024-10-16T12:52:25.141003+08:00","updatedAt":"2024-10-17T03:54:42.053982+08:00","milestoneEditor":null,"path":"/buidl/17612","techField":"","techFieldAry":[],"techTree":[0],"tags":[3,114,115,135],"otherTags":[],"origin":"-","intro":"## TL;DR\n\n![Cover 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/cover-1.png)\n\nAntikythera is a AI Agent which integrates accurate, real-time onchain data from various protocols and applications on the Aptos Blockchain.\n\n![Antikythera vs Aptos Assistant](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/vs-aptos-assistant.jpg?v=3)\n\n[Aptos previously released the Aptos Assistant](https://x.com/Aptos/status/1745869626117079340) earlier this year. However, this assistant faced limitations in practical use due to its inability to access real-time on-chain data beyond its pre-trained knowledge. These limitations became apparent even before considering interactions with actual DApps. For instance, the assistant struggled to answer basic informational questions about the ecosystem, such as identifying the protocol with the highest Total Value Locked (TVL) or listing the available applications.\n\n**In contrast, when Antikythera is asked the same question about top ecosystem projects, it provides a detailed markdown table ranking protocols by exact-figured TVL, including categories, logos, and URLs.**\n\n![Cover 2](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/cover-2.png)\n\nAntikythera is capable of handling a wide range of queries and requests related to the Aptos blockchain. It can identify the best prices, arbitrage opportunities, yield opportunities, and current swap routes across various Aptos protocols. It can even execute actions on behalf of users.\n\n\n## On-chain AI Agents\n\n- We're witnessing the emergence of automated AI agents capable of making autonomous decisions. This trend is exemplified by projects like [AutoGPT](https://github.com/Significant-Gravitas/AutoGPT), [AgentGPT](https://github.com/reworkd/AgentGPT), [Claude Engineer](https://github.com/Doriandarko/claude-engineer), .etc. These leverage Large Language Models (LLMs) as their core, but require integration with external data and execution environments to fully realize their potential.\n\n- That's where **Function Calling** comes in, which enables LLMs to reliably use external tools and APIs. This is possible by defining \"Tools\" as structured interfaces that describe available functions, their parameters, and expected outputs. LLMs can then generate appropriate function calls based on user inputs, allowing seamless integration with external systems. The response from these external tools is then passed back to the LLM, which uses this information to generate a final output.\n\n- Our ultimate goal is to enable LLMs to **establish their own unique identities within the blockchain**, achieving Financial Autonomy as AI agents themselves. (We initially explored this concept in [junhoyeo/CryptoGPT](https://github.com/junhoyeo/CryptoGPT), 2023)\n\n- We build these tools as a public good, allowing anyone to create agents on or off our platform. For example, in Antikythera's Beta Version (Not deployed to website, as it contains production-not-ready PK signing), **if a user asks the AI to purchase an Aptos Name, the AI reasons through the process and executes transactions sequentially.** It checks the balance, swaps for more APT if necessary (to cover the name cost), verifies the name price, and automatically completes the registry process.\n\n![Beta 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/beta-1.jpg?v=2)\n\n## Querying the blockchain\n\n![](https://www.youtube.com/watch?v=v8GP_REJM4w)\n\n> - Kana Labs DEX aggregator integration for optimal pricing and swap routes.\n> - Integration with DeFiLlama for chain TVL and protocol/yield oppertunity data on Aptos\n\n![Query USDC Instances](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/usdc-instances.png)\n\n> Token information using Hippo Labs (data corrected/reviewed with Nodit's Indexer API), including bridged tokens and their diversification benefits\n\n![Nodit 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/nodit-1.jpg)\n\n> Token balances/portfolio of given address\n\n![Echelon 1](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/echelon-1.jpg?v=2)\n![Echelon 2](https://github.com/0xinevitable/antikythera/raw/main/.github/assets/echelon-2.jpg?v=2)\n\n> Markets in Echelon (base asset, borrow/supply APRs, tracked price, .etc)\n\n\n## Future Work\n\n- Roll out execution mode with safer key management or/and browser wallet mode\n- Aave integation after mainnet\n\n- On-demand tool generation\n\n - In the future, we plan to leverage Move's capability to extract package ABI through RPC (`getAccountModule`, equivalent to `sui_getNormalizedMoveModulesByPackage` in Sui). This will enable AI to evaluate and utilize new packages in real-time by analyzing Aptos Move Code. We've already tested this approach with ThalaSwap (but later replaced by KanaLabs's DEX aggregator integration). This method is also inspired by [ThalaLabs/surf](https://github.com/ThalaLabs/surf).\n\n- Universal client\n - We aim to create a comprehensive client/frontend similar to Instadapp or DeFiLlama by combining AI agents with wallet connections. Our objective is to develop a decentralized frontend aggregator, offering a more intuitive experience for newcomers to the ecosystem.","images":["https://cdn.dorahacks.io/static/files/19293d6c6b322d7b8ebab76421292e56.jpg"],"team":"Our team consists of rising talents and seasoned professionals who have built multiple protocols, successful traditional startups, and established brands in Web2.","github":"https://github.com/0xinevitable/antikythera","demo":"https://antikythera.io","video":"https://youtu.be/v8GP_REJM4w","socialTwitter":null,"socialFacebook":null,"socialInstagram":null,"nftId":null,"haxonBuidls":[{"id":19154,"projectId":17612,"name":"Antikythera","track":"","bounties":["UI Challenge","Best Public Goods","$10k Aptos Indexer Challenge with NODIT","$5k Foresight's choice - Consumer applications"],"haxonId":450,"haxonName":"Aptos Code Collision Hackathon","status":2,"haxonCreateAt":"2024/08/01 07:00:00 UTC"}],"kudoData":null,"bountyObjs":[],"badges":["{\"schema\":\"BADGE\",\"d\":{\"index\":\"b15092\",\"badgeType\":\"buidl\",\"path\":\"/buidl/17612/achievement/b15092\",\"ownerId\":17612,\"iconName\":\"b0\",\"updatedDate\":\"2024/10/16\",\"title\":\"Aptos Code Collision Hackathon\",\"detail\":\"Participation\",\"tag\":\"Hackathon\",\"imageUrl\":\"https://cdn.dorahacks.io/static/badge/b0_Aptos~c32Code~c32Collision~c32Hackathon.webp\",\"shareImageUrl\":\"https://cdn.dorahacks.io/static/badge/b0_Aptos~c32Code~c32Collision~c32Hackathon.jpg\",\"id\":15092,\"metaInfo\":{\"type\":\"HACKATHON_PARTICIPATION\",\"hackathonId\":450,\"title\":\"Aptos Code Collision Hackathon\"},\"createdAt\":1729071137,\"updatedAt\":1729071137,\"type\":0,\"subjectId\":450,\"metadata\":{},\"buidl\":17612}}"]}}