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docs/ai/ai-app-framework.md

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# SubQuery AI App Framework - A New Way to Build Decentralised Intelligent Applications
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SubQuery has launched the first version of our new developer SDK, the SubQuery AI App Framework.
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The AI App Framework allows you to build, deploy, and run production AI apps on the SubQuery Network in a trusted and decentralised environment. AI apps are self-contained and easily scalable AI agents that you can use to power your intelligent applications. They are sandboxed to a trusted runner and can be easily distributed and scaled horizontally across the SubQuery Network.
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[Start building AI Apps today!](https://academy.subquery.network/ai/welcome.html)
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### Starting with the new SubQuery AI Assistant
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The framework provides a shortcut for developers to start incorporating AI into their applications in a decentralised and secure way today, we can’t wait to see how our customers will use it!
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Today we’re launching with an example open-source use case on the SubQuery Network, SubQuery’s new support chatbot. On both our [docs](https://academy.subquery.network/) and on our [network application](https://app.subquery.network/), you can chat with SubQuery’s AI assistant for common questions about SubQuery’s SDK, about the decentralised network, and even queries about your own staking rewards.
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The AI App shows off our function tooling capabilities to query wallet balances and network analytics in real-time, and has also been trained with a detailed RAG of the SubQuery documentation so it easily understands how SubQuery works.
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[Try it out now](https://app.subquery.network/) and ask it any question, or [see how it is built here](https://github.com/subquery/subql-ai-app-example/tree/main/network-delegation-helper) - you could adapt it to your own decentralised application in a few minutes!
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### What can you build with SubQuery’s AI App Framework?
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SubQuery’s AI App Framework is a powerful but intuitive SDK to help you build advanced AI applications in minutes. It’s built on typescript and is extremely easy to use, essentially simplifying most of the backend tasks required to customise and integrate LLM models into production usecases.
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For example, you could use it to build:
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- A customer support bot, trained on the documentation for your project and able to guide customers through their problems. It could also be trained to submit clean and detailed customer support tickets when escalation is required.
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- Wallet assistants that help users understand the tokens they have and guide them through the process of managing, bridging, or swapping them. For example, a user could ask “_how do I convert ETH to SQT?_” and the AI would guide them through the options.
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- Content moderation for decentralised social networks, AI Apps could be trained to moderate content by identifying spam or harmful content and using function tools to disable or hide them.
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- AI agents to improve participation in governance. By analysing and summarising proposals in DAOs and assisting users in making informed voting decisions based on data-driven insights.
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- Dynamic pricing models, by analysing demand and supply in real-time, adjusting prices for tokens or NFTs dynamically based on user behaviour and market trends.
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### Features
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- Effortless decentralised distribution: The SubQuery AI App Framework uses a sandboxed environment for secure and efficient operations. Each AI App is encapsulated with its own manifest, enabling seamless distribution across the SubQuery Network. This ensures that horizontal scaling is not only easy but also secure, allowing developers to focus on innovation rather than infrastructure.
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- Empower your AI with RAGs: By integrating [RAG (Retrieval-Augmented Generation) files](https://academy.subquery.network/ai/build/rag.html), your AI Apps can leverage domain-specific knowledge efficiently. With initial support for LanceDB and future compatibility with other vector databases, developers can enhance their applications' performance and accuracy. Additionally, publishing to IPFS ensures data integrity and accessibility.
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- Your AI journey starts here: The SubQuerty AI App framework is designed with user-friendliness in mind, providing intuitive wrappers around core features. This lowers the barrier to entry for developers of all skill levels, making it easier to create, run, and deploy AI Apps.
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- Connect, create, and integrate with function tooling: You can extend your AI Apps with [additional function tooling](https://academy.subquery.network/ai/build/function_tools.html), facilitating connections to external systems and tools. This capability enables rich integrations, allowing users to create versatile applications that can interact seamlessly with blockchains and other ecosystems.
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- Choose your own model: By supporting a range of open-source LLM models, starting with Ollama-compatible and OpenAI, the SubQuery AI App Framework ensures that users can choose the best model for their applications without being locked into a specific model ecosystem. This flexibility fosters open-source innovation.
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- Proven standards for seamless integration: SubQuery AI Apps expose the industry-standard [OpenAI API](https://academy.subquery.network/ai/query/query.html), ensuring compatibility with a wide range of applications and tools. This makes it easier for developers to integrate AI capabilities into their projects while adhering to established standards.
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### Running your AI Apps
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The SubQuery AI Apps framework is and always will be open-source, meaning you can extend it and run it in a variety of ways.
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Initially we will support two methods to running your AI apps, but we expect this number to grow over time. You can run it yourself locally or a cloud provider of your choosing, using [Docker](https://academy.subquery.network/ai/run/docker.html) or [running the individual components using NodeJS services](https://academy.subquery.network/ai/run/local.html).
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Alternatively, you can publish your AI Apps to the SubQuery Network. The AI Apps framework has been built from the ground up to support running on our decentralised network. This means that your AI apps can easily be deployed onto our decentralised network and scaled horizontally.
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[Start building AI Apps today!](https://academy.subquery.network/ai/welcome.html)

docs/subquery_network/2024.md

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# 2024 in Review: SubQuery’s Top 5 Milestones
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As we look back on 2024, we’re proud to call it a major “year of firsts” for us here at SubQuery. This year was filled with groundbreaking achievements, major launches, and remarkable community growth. The year has flown by but it also feels so long ago that we had our TGE, CEX Listing and SubQuery Network mainnet launch - all on the same day!
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Let’s celebrate some of the key milestones that made 2024 unforgettable.
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## 1. Mainnet Launch
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After an extremely successful Public Sale on 30 January 2024, selling out of SubQuery’s native token (SQT) in less than 2 hours, we worked very hard to launch the SubQuery Network mainnet on 23 February 2024. Powered by SQT and launched on Base, immediately users could consume and/or index data from over 150 networks ([now over 270 networks](https://subquery.network/networks)).
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Almost 1 year on and we have:
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- 46 globally distributed and highly skilled Node Operators servicing the network
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- More than 330 million SQT staked and delegated in the Network
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- Serving more than 50 million RPC requests every day
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- An overall average APY of 22.28% and much higher for Node Operators (94.66%)
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## 2. SQT Token Generation Event
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Combined with the Mainnet launch, we ambitiously chose to do our TGE and day one CEX listing with Bybit on the same day (23 February 2024) as well. The SubQuery Token (SQT) is designed as a utility token that powers the SubQuery Network, providing an incentive for participation, as well as serving as a medium of exchange for transactions within the SubQuery Network. Consumers of data commit SQT in exchange for RPC queries or indexed data from our globally distributed Node Operators.
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Today, you can acquire SQT through any of these centralised exchange:
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- [Bybit](https://www.bybit.com/en/trade/spot/SQT/USDT)
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- [Gate.io](https://www.gate.io/trade/SQT_USDT)
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- [Crypto.com](https://crypto.com/exchange/trade/SQT_USD)
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- [MEXC](https://www.mexc.com/exchange/SQT_USDT)
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SQT is on a number of DEX Pools however most liquidity is on Uniswap.
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- [Uniswap Pool on Ethereum](https://app.uniswap.org/explore/tokens/ethereum/0x09395a2A58DB45db0da254c7EAa5AC469D8bDc85)
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- [Unsiwap Pool on Base](https://app.uniswap.org/explore/tokens/base/0x858c50c3af1913b0e849afdb74617388a1a5340d)
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## 3. Expansion into Decentralised RPCs
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This vision was announced at the end of 2023 but really came to fruition in 2024. We expanded our network capabilities by introducing support for Remote Procedure Call (RPC) services. This was the first step of expanding away from just a data indexer to a major decentralised infrastructure network, allowing us to support a more accessible, interoperable, and developer-friendly web3 ecosystem.
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Now serving RPC requests on 20+ networks, [get your decentralised RPCs from the SubQuery Network today](https://subquery.network/rpc/list/).
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### 4\. Launching Artificial Intelligence Tools
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SubQuery took its first steps into the AI space by launching decentralised AI inference model hosting on the SubQuery Network plus a new developer SDK called the AI App Framework. This massively expands the tools and services that we can offer to web3 builders across, all under one roof.
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The AI App Framework allows you to build, deploy, and run production AI apps on the SubQuery Network in a trusted and decentralised environment. AI apps are self-contained and easily scalable AI agents that you can use to power your intelligent applications. They are sandboxed to a trusted runner and can be easily distributed and scaled horizontally across the SubQuery Network.
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[Start building AI Apps today!](https://academy.subquery.network/ai/welcome.html)
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## 5. SubQuery Rebranding
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As we expanded into the Artificial Intelligence space, we felt a new look was warranted to match our new pursuit. So we rebranded to a complete new look with sleek chromatic details and a flower/root narrative.
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The flower and root theme symbolises SubQuery’s commitment to fostering innovation and growth within the blockchain community. The roots represent the deep, stable, and reliable infrastructure that SubQuery provides, while the flowers symbolise the diverse and vibrant dApps that developers can create with the help of this infrastructure.
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[Check out the new look](https://subquery.network/).
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## Looking Ahead to 2025
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While 2024 was full of exciting milestones, we know this is just the beginning. With a stronger community, enhanced technology, and bold new goals, we’re ready to scale even greater heights in 2025. With our most recent [2024 roadmap](https://blog.subquery.network/subquery-releases-network-roadmap-for-2024/?lng=en) almost fully accomplished, stay tuned for a new version packed with ambitious plans.
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Thank you to everyone—developers, partners, and community members—who helped make this year possible.
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Here’s to many more firsts ahead!

docs/subquery_network/about.md

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# About Us
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Our mission is to innovate Web3 infrastructure so builders can decentralise the next generation of applications - without compromise.
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Pioneering fast, flexible, and scalable decentralised infrastructure, we power Web3's transition to an open, efficient and user-centric future.Join us on our journey to build the future of web3 infrastructure.
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[Join our Discord Community](https://discord.com/invite/subquery)
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## Core team
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SubQuery has a deep bench of highly skilled talent of engineers, customer service, and operations personnel.Headquartered in Singapore, we have key representation in New Zealand, Lisbon, and Sydney.
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### Ian He - CTO and Co-Founder
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Ian forged his interest in blockchain during his tenure as the Technical Team Lead for Centrality where he led the development of core components of CENNZnet. Ian also led a team that won 2nd place in the world's first Substrate/Polkadot Hackathon in 2019. Prior to this, Ian obtained significant experience working on large-scale infrastructure working for Alipay and Yihaodian.com.
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### James Bayly - COO and Co-Founder
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Well-versed across the business, from product engineering to being the face of SubQuery, James is also a serial entrepreneur leading several tech companies. When he’s not in Berlin sipping cocktails, you’ll find him hiking up the Routeburn Track in New Zealand.
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### Scott Twiname - Principal Dev of SDK
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Scott has a large wealth of experience in blockchain development. He started out learning about blockchain in his own time and eventually got the opportunity to apply his knowledge as a senior developer at Sylo. He has worked on all facets of blockchain development from smart contracts, dapps, decentralised technologies and wallet integration for various networks including Bitcoin, Ethereum, Tezos and CENNZnet.
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### Marta Adamczyk - Head of Business Development
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Marta is a huge tech advocate, Web3 enthusiast and IT-meetup addict. She helps SubQuery customers develop and scale their projects by delivering technical consultancy, developer-oriented content and technical education. Former product evangelist, frontend developer, digital marketer, educator and sales manager with corporate and start-up experience.
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### Brittany Seales - Head of Marketing
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Brittany has a background in chemistry but since then she became the closest point of contact with SubQuery customers and helped ensure that every SubQuery customer gets an excellent on-boarding experience. Naturally Brittany is heavily integrated with the community and content marketing and has since taken over this area. Sadly, no amount of interaction with successful blockchain projects has give her the ability to pick a winning NFT!
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## Our Manifesto
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In the new era of Web3, true power isn't bought – it's built with innovation and vision.
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We are SubQuery, not just a company, but a revolution. Our mission: to lead the charge in decentralising the future.
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We're pioneering an infrastructure that's fast, flexible, scalable – ready to power tomorrow's Web3 world. Crafting an open, efficient, and user-centric digital landscape.
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For the visionaries, the forward-thinkers, the builders of tomorrow – SubQuery is your platform.
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Join us in this journey. With SubQuery, it's not just about building for today, but architecting a decentralised, inclusive future. Let's shape the future of Web3, together.
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## About SubQuery
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SubQuery Network is innovating in web3 infrastructure with tools that empower builders to decentralise without compromise. SubQuery’s infrastructure network offers everything from data indexers, RPCs and AI agents - all fully decentralised and production ready.
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Our fast, flexible, and open data indexer supercharges thousands of dApps on nearly 300 networks. Our Sharded Data Node will provide breakthroughs in the RPC industry and our AI App framework makes building AI apps easier than ever before. We pioneer the web3 revolution for visionaries and forward-thinkers. We’re not just a company — we’re a movement driving an inclusive and decentralised web3 era, together.
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[Linktree](https://linktr.ee/subquerynetwork) | [Website](https://subquery.network) | [Discord](https://discord.com/invite/subquery) | [Telegram](https://t.me/subquerynetworkcommunity) | [Twitter](https://twitter.com/subquerynetwork) | [Blog](https://blog.subquery.network/?lng=en) | [Medium](https://medium.com/@subquery) | [LinkedIn](https://www.linkedin.com/company/subquery) | [YouTube](https://www.youtube.com/c/SubQueryNetwork)

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