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Explore the top contributors showcasing the highest number of app submissions within our community.

LlamaIndex: a Data Framework for LLM Applications

LlamaIndex is an open source data framework that allows you to connect custom data sources to large language models (LLMs) like GPT-4, Claude, Cohere LLMs or AI21 Studio. It provides tools for ingesting, indexing, and querying data to build powerful AI applications augmented by your own knowledge.

General
AuthorLlamaIndex
Repositoryhttps://github.com/jerryjliu/llama_index
TypeData framework for LLM applications

Key Features of LlamaIndex

  • Data Ingestion: Easily connect to existing data sources like APIs, documents, databases, etc. and ingest data in various formats.
  • Data Indexing: Store and structure ingested data for optimized retrieval and usage with LLMs. Integrate with vector stores and databases.
  • Query Interface: LlamaIndex provides a simple prompt-based interface to query your indexed data. Ask a question in natural language and get an LLM-powered response augmented with your data.
  • Flexible & Customizable: LlamaIndex is designed to be highly flexible. You can customize data connectors, indices, retrieval, and other components to fit your use case.

How to Get Started with LlamaIndex

LlamaIndex is open source and available on GitHub. Visit the repo to install the Python package, access documentation, guides, examples, and join the community:

AI Tutorials

LlamaIndex Libraries

A curated list of libraries and technologies to help you build great projects with LlamaIndex.

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LlamaIndex AI technology page Hackathon projects

Discover innovative solutions crafted with LlamaIndex AI technology page, developed by our community members during our engaging hackathons.

Deriv Compliance Copilot

Deriv Compliance Copilot

Deriv Compliance Copilot is an AI powered compliance platform built to help global trading platforms manage KYC and regulatory requirements at scale. Deriv processes millions of traders across multiple jurisdictions, where manual compliance reviews create onboarding delays and thousands of false positive alerts every week. This project automates the end to end KYC review process. Compliance officers upload trader documents such as passports, utility bills, and bank statements. The system analyzes each document against jurisdiction specific regulations including MFSA, DIFC, BVI, Vanuatu, and Labuan requirements. It detects missing or weak information, assigns severity levels, and produces clear explanations for each issue. What makes the platform unique is its ability to generate compliant document corrections automatically. Instead of just flagging problems, the AI creates regulator ready fixes that can be reviewed and exported instantly. This reduces onboarding time from days to minutes and allows compliance teams to focus on real risk instead of noise.

ComplyFlow AI

ComplyFlow AI

ComplyFlow AI is an AI-powered compliance and workflow automation copilot designed to help organizations review documents against internal policies quickly and accurately. It uses multi-agent AI to analyze policy alignment, assign risk scores, and recommend workflow decisions such as approve, flag, or escalate. By automating complex compliance checks, ComplyFlow AI reduces manual effort, minimizes human error, and accelerates decision-making in regulated environments. The system combines document retrieval, intelligent reasoning, and explainable audit trails, making it suitable for real-world use cases in finance, operations, HR, and risk management while remaining transparent and easy to integrate into existing workflows

OfficeHours AI

OfficeHours AI

NotebookLM is great but - When given documents with pictures (rather than text), it’s not able to process them. - For audio overview, it stretches out the teaching, and sometimes even literally tries to turn them into a podcast. I was studying for linear algebra last week when I realized that studying with the current LLM models is somewhat painful. They often go on tangents, and the conversation sometimes feels unnatural. I wanted something to feel like I was talking to my teacher during his office hours, with the teacher drawing on the board while explaining, and having a full back and forth. Question: - Why not use Gemini or ChatGPT or some other regular model? - No good option for text-to-speech. I wanted to feel like I’m at the office. - Wanted something more visual that had an interface more like Pi[dot]ai but with graphs, charts, etc. With the ability to scroll. Rather than the standard interface. - No option to explicitly only use the provided document (unless you specify it in every request), but it can go on tangents and forget there as well. OfficeHours AI will have the option for the AI to only reference your documents (if that option is selected), or only search the web, or both. Making it more customizable. - On the long term, we want this tool to be a full suite for studying a subject/topic, where it would be able to provide the student with flash cards, quizzes, etc.

SMART TURJMAN AI Service Router for Expats

SMART TURJMAN AI Service Router for Expats

Smart Turjman is the UAE’s first AI Service Router designed to help expatriates navigate complex legal, visa, translation, and job-related challenges with accuracy, speed, and trust. Built with Gemini 2.5 Pro, Qdrant Cloud, and a multilingual UI, the system provides a fully functional end-to-end agentic workflow: classify → route → retrieve → explain. The application analyzes a user’s situation, classifies it into one of four core categories, and performs a vector search in Qdrant to find the most relevant verified expert or service provider. When no perfect match exists, Smart Turjman activates a fallback routing layer that provides nearest alternatives, transparent “Suggested Result” labeling, and safe general-assistance guidance to avoid misinformation or dead-ends—an essential feature for real-world safety. Smart Turjman supports English and Arabic, dynamically shifting UI layout and AI output based on user preference. The interface has been upgraded with a premium, UAE-inspired design system featuring clean typography, futuristic icons, gradient components, and a polished experience suitable for government-level digital services. This project demonstrates how AI can enhance public-facing support systems, reduce confusion for vulnerable workers, and create a scalable foundation for future integrations with embassies, law firms, and government services. All code is original, built during the hackathon, publicly available, and directly runnable through Google AI Studio.

SOL AI - Your AI Co-Pilot for the 0 to 1 Journey

SOL AI - Your AI Co-Pilot for the 0 to 1 Journey

SOL AI is an end-to-end AI co-pilot designed to help founders move from idea → launch → first customers without getting stuck in operational overhead. It bundles a suite of simple, specialized AI agents that take care of the messy setup work: Brand Builder for naming and domain registration LaunchPad for websites Inbox Pro for branded emails Lead Finder and Cold Emailer for customer outreach Buzz Builder for newsletters Pipeline Manager for CRM Back Office for payroll and finance Next Step Guide as an advisor Each agent integrates with leading tools (Webflow, Google Workspace, HubSpot, QuickBooks, etc.) so that founders can skip the friction and focus on validating their idea, closing customers, and building their business. SOL AI combines automation, guidance, and execution to make the 0→1 journey faster, smoother, and less overwhelming for entrepreneurs.

NyaySetu

NyaySetu

NyaySetu is an AI-powered legal assistance platform designed to democratize access to justice for 1.4 billion Indians by breaking barriers of language, complexity, and affordability. Our vision is to empower citizens, lawyers, and students with cutting-edge AI tools that simplify legal processes and improve efficiency. At its core, NyaySetu leverages Retrieval-Augmented Generation (RAG) to ensure accurate, context-aware legal responses, built on frameworks like LangChain, LangGraph, and LangSmith for modular, reliable AI orchestration. Through FastAPI, we deliver scalable backend services, while Twilio powers our IVR-based toll-free legal helpline, enabling even illiterate or rural users to access justice through voice-only interactions. Key features include: Vaanee (AI Voice Chatbot): Built using ElevenLabs for natural voice synthesis and Agentic RAG, it provides voice-enabled legal guidance in regional languages. AI Court – Practice My Case: A simulated court environment where lawyers can argue cases against an AI-powered opponent and receive feedback from an AI Judge, enhancing preparation and advocacy skills. Document Summarization: Simplifies FIRs, judgments, and affidavits into easy-to-understand summaries, reducing legal jargon for both citizens and professionals. Appointment Booking System: Integrates real-time scheduling, reminders, and lawyer discovery. AI Report Maker: Converts client input into structured legal reports, drafting petitions and briefs faster. Automation & Workflows: Using n8n, NyaySetu automates notifications, case tracking, and system integrations with legal databases. Future enhancements include ghost argument detection, mobile app with offline support, integration with court systems, and AI-driven legal drafting.