Browse applications built on Qdrant technology. Explore PoC and MVP applications created by our community and discover innovative use cases for Qdrant technology.
An AI-native lifecycle intelligence platform that helps robotics teams understand patterns across simulation runs and make impact-aware validation decisions.
Prometheus-Nexus is an AI-driven "Hive Mind" for autonomous robot swarms. Powered by Gemini 2.0 Flash, it perceives grid environments, assigns tasks in real-time, and orchestrates complex logistics with a sci-fi "Orbital Command" interface.
As AI agents gain autonomy and take on sensitive tasks, current security testing methods fall short
CodeAtlas is an AI-powered Java security scanner and visualization platform that maps your codebase, detects vulnerabilities, and provides an interactive chat assistant, all wrapped in a stunning Cyber-Noir interface.
Financial Intelligence Swarm: FIS AEGIS: Multi-Agentic Anti-Fraud, FinOps & Compliance System
Autonomous security system that stops zero-day attacks in real-time using AI semantic detection. Learns from every threat, auto-generates patches, shares immunity globally. Cuts incident response from days to seconds. Built for Deriv's APIs.
CodeEcho is an Agentic AI-powered development platform that turns voice or text into production-grade code, automates reviews, runs tests, analyzes metrics, and provides a live project health dashboard—powered by multi-agent orchestration + IBM watsonx.
KeySync Lite is an AI lead intelligence console that analyzes, scores, and routes Dubai real estate leads in seconds using Gemini and Qdrant.
SignFlow is an AI-powered Chrome extension that translates live speech from video calls It uses Gemini for speech understanding, Qdrant for sign phrase storage. SignFlow brings accessibility to Zoom- making virtual communication inclusive.
Interactive RAG-powered AI Live code review assistant (Chrome extension, not available by url, zip archive in the repo)
The Visionary Guide is a multimodal AI agent fusing Gemini and Qdrant to give the visually impaired real-time, context-aware audio navigation. We move beyond maps to deliver personalized, hands-free mobility based on individual preference profiles.
ECO-SYNK turns waste reporting into a social movement. Users report hotspots, join and organise cleanup campaigns, crowdfund bins, and earn badges — all in one app. Built for youth, powered by AI and OpenStreetMap.
An automated audit report generator that ingests multiple documents, retrieves key insights using RAG, and produces structured, regulator-ready audit reports. Prototype demonstrated on ICAAP credit risk using Streamlit, FastEmbed, and Qdrant.
SellThePen is a multimodal AI sales-training agent for UAE real estate teams, designed to increase closing rates, cut training costs, and give agencies a competitive advantage in Dubai’s fast-moving property market.
AI Marketing Assistant powered by RAG (Retrieval-Augmented Generation). It uses Qdrant and Gemini to ground content generation in your private style guides and product specs, ensuring 100% on-brand and accurate marketing copy (social, email, blog).
NoSpecs is AI powered visual assistant that enables people with low vision or refractive errors (myopia/hyperopia) to read and understand physical text without glasses using intelligent OCR, simplification, translation, and high-fidelity text-to-speech.
VIZARO is an AI + AR commerce platform that lets customers visualise products in 3D, get personalised recommendations, and shop with higher confidence.
AI hiring bias tool: Real-time tracking, bias alerts & user risk scoring. OpenSearch enables complex bias queries & trend analysis. Qdrant finds similar bias patterns & recommends proven interventions. Finally, real time user specific behavior tracking...
AI Personal Coaching Platform that delivers personalized workouts and real-time form guidance for a safe training experience at home
A modern civic engagement platform that empowers citizens to report, track, and vote on community issues with interactive mapping, smart location selection, and time travel analytics.
Fotopico turns your photos into a smart visual memory system using AI-powered tagging and natural language search—helping you find any moment instantly.
Wessley AI is a Virtual AI-Assisted Garage that understands your car’s electrical system, converts schematics into 3D interactive models, and guides you through diagnostics, repairs, and parts sourcing—instantly and visually.
Solution is an AI red teaming platform using Gemini to detect LLM vulnerabilities. Features PHOENIX detector for prompt injection analysis, obfuscation tools, jailbreak templates, risk scoring & analytics dashboard for ethical AI security testing.
KoraSense is an AI-native knowledge intelligence platform that unifies company documents, web data, and user uploads into one searchable brain. Gemini Agents analyze and retrieve answers with full traceability, helping teams work smarter and faster.
CodeSync creates specialized AI agents trained on the latest official documentation from any framework or library. Stop getting outdated code from generic AI—get accurate, up-to-date answers powered by RAG, Qdrant, and Gemini AI.
Senior Intern connects experienced senior professionals with start-ups using Gemini-powered problem analysis and Qdrant vector matching. Founders get instant clarity; seniors get purpose and flexible meaningful work
Stop Wasting 20% of Your Week. InsightSense is the secure, AI-powered file search solution that instantly finds the knowledge buried in your enterprise documents, cutting costs and accelerating growth through meaning-based search
LucyGenX transforms educational videos into complete courses in 5 minutes using AI. Upload a 15-min lecture → get a structured 10-min video, PDF slides, quizzes, flashcards & mind map. Save 8-12 hours of work & $3,000 per course.
Civic Bridge: AI-powered multimodal platform bridging the digital divide. Enables marginalized communities to report civic issues in 40+ languages via voice/image/text, with full audit trails for transparent smart city governance.
AI-powered insurance claims processor using Qdrant vector search for multimodal fraud detection and automated recommendations.
Turn WhatsApp into a smart business assistant. Connect via QR, add your business info, and let AI handle chats. Upload PDFs, link your website for auto-reading, enjoy natural multi-step conversations, and recommend Shopify products directly.
Labor AI Pro is a real-time, voice + vision safety co-pilot for frontline workers that watches the jobsite, flags risks, and gives step-by-step, multilingual guidance so every shift ends safer, faster, and fully compliant
An autonomous customer retention platform predicting churn 90 days early via micro-behavioral signals. Gemini analyzes engagement decay, Qdrant matches churn patterns, Opus triggers interventions. Reduces churn 40-50%, increases LTV 3-5x.
OfficeHours AI's is an educational companion that either solely relies on sources you provide, solely on the web, or a combination of both.
The Trading Coach Agent that you wish you had next to you when you invest or trade any stocks, crypto or currencies.
AI Powered Paper Generator is a retrieval-grounded assessment generator that ingests PDFs, extracts topics, builds a semantic memory, and generates MCQs, short/long questions, quizzes, and full exams with validated marks and zero hallucinations.
AI-powered claims orchestrator that analyzes evidence, recommends payouts, and generates instant adjuster briefs using multimodal intelligence.
A digital museum for Nepal’s 20+ endangered languages. We use Gemini 1.5 Flash to preserve elder voices, Qdrant to create a searchable cultural memory, and Opus to govern the preservation workflow. Saving the soul of our history, one story at a time.
"Research Karo" is an AI powered research platform that helps users upload, organise, and search through academic papers while integrating AI assistance for research questions.
Orion AI is a high-context, enterprise-grade Sales Outreach Engine. It uses Qdrant to power deep domain personalization, replicating a top sales rep's persona and company playbook for hyper-targeted, workflow-specific B2B outreach.
1 (Focus on Problem-Solving) AgriSense AI: Instant crop disease diagnosis & personalized fertilizer recommendations powered by AI. Boost yield, reduce waste, and farm smarter. Your 24/7 digital crop doctor. 185
LexiVerse Legal Translator is a web app that translates English legal text into Arabic. It employs AI to guarantee precise translations, verifies the wording against accepted legal terminology, and provides concise justifications for any modifications.
Streetly is a smart navigation and safety assistant that guides users with accurate routes, real-time flood and earthquake alerts, and safety zone identification—helping people travel safely and stay informed during emergencies.
BridgeBizz is a revolutionary AI-driven platform designed to empower Small and Medium Enterprises (SMEs) by automating and simplifying their marketing, procurement, sales, and overall business processes.
Your AI productivity command center. Looby combines LLM intelligence with email automation, smart task management, vector-powered knowledge search, and workflow automation. It's secure, fast, and beautifully integrated.
An intelligent resume shortlister that extracts key skills, evaluates candidate profiles, and generates a ranked shortlist using AI.
A Qdrant-powered AI system that stores and retrieves patient history, allowing healthcare providers to ask questions and get relevant context, ensuring smarter, faster, and informed patient care.
Lurantis is a web3 on-chain wallet analysis tool that utilizes Qdrant vector search to detect social engineering attacks, wallet stalking, and suspicious blockchain behavior. Real-time threat detection for Web3 security.
Smart‑Pair is an AI navigation companion built around smart glasses that stream camera input to an AI backend, using vision models, vector memory, and multilingual speech to describe scenes, warn about obstacles, and recognize familiar places.
EchoMind is an AI-powered communication tool that helps non-verbal autistic children speak using simple, autism-friendly images, personalized AI predictions, and minimal-effort input like taps, EMG signals, and future non-invasive neural sensing.
APSIC is a multimodal AI platform aimed at automating incident intake for public safety. It analyzes text, images, audio & video to classify severity, recommend actions, detect patterns, and create transparent audit trails in seconds
Smart Turjman is the UAE’s first AI Service Router for expats, using Gemini 2.5 Pro and Qdrant to classify legal, visa, translation, and job issues, match users to verified partners, and deliver trusted guidance in English and Arabic.
An offline-capable AI clinical memory engine that converts doctor–patient conversations into structured SOAP notes, stores them in Qdrant, and instantly recalls similar past cases to assist rural doctors with safer, faster decisions.
FinKnowledge lets users upload financial PDFs, indexes them with AI, and enables natural language chat-based queries. It uses FastAPI, Qdrant, and Streamlit to deliver instant answers and summaries from financial reports.
Nexora automates global trade documentation using Large Vision Models and AI-driven HS code classification. It reduces processing time from hours to minutes, cuts errors by 90%, and enables fast, compliant customs clearance.
ClaimPilot is an agentic AI worker for prior authorization that autonomously processes medical notes, extracts ICD-10 compliant diagnosis codes, identifies procedure codes, interprets insurer rules, and generates complete prior-authorization submissions.
PRISM (Personal RAG Integrated Semantic Multimodal) is an AI powered platform that integrates documents, code, and images. It offers semantic search with Qdrant, RAG chat powered by Gemini, and smart recommendations to gain insights across content types.
An AI-powered interview preparation platform where you can practice job-specific interviews with personalized AI-generated questions, receive detailed feedback, and improve your interview skills through voice-enabled mock sessions.
Ubuntu Patient Care: AI solution using Gemini, Vertex AI, Opus, and Qdrant to automate \mathbf{SA} medical scheme admin (20+ wasted hours/week) for rural clinics, improving patient care.
ProofWeaver uses Qdrant vector search and an LLM-powered Explain Claim Agent to retrieve evidence, analyze claims, and produce transparent, structured explanations showing whether information is supported, contradicted, mixed, or insufficient judgment.
ClaimGuard is an auditable AI engine for fighting enterprise fraud. It uses Gemini's reasoning to read, understand, and score claim documents in seconds. The demo instantly flags a high-risk claim with a future date, providing a full, auditable rationale.
APM is an autonomous platform that automates project tracking, security checks, cloud operations, and documentation. It removes the daily administrative burden from developers so teams can focus on building, shipping, and scaling faster.
BIPrayer AI Genesis is a revolutionary mobile application that combines Islamic spirtual guidlance with cutting-edge artificial intelligence. It offers smart Quranic assistance,accurate prayer times with Qibla direction, and AI-powerd image analysis...
EmirEase is an AI-powered digital assistant designed to simplify Dubai’s government services for expatriates and residents. By analyzing documents through multimodal AI, it extracts key information, translates content.
CHAZON is a medical imaging app for viewing and analyzing scans (X‑ray, CT, MRI) with built‑in AI screening and fast case matching. Runs locally or in Docker, perfect for demos, research, and quick clinical prototyping.
A multi-modal AI mentor that guides founders across all startup stages using RAG, Gemini Vision, and PDF intelligence. It analyzes questions, pitch slides, and documents to deliver contextual, actionable startup advice.
Crew-7 is a multiagent AI platform where AI teams collaborate like real crews across all domains. It automates complex workflows with live agent graphs, hybrid planning and Web3 marketplace for renting, buying, and selling crews.
Debate-Club is a two-player real-time debate platform with AI topic generation, automated judging, and Qdrant memory. Built with Flask + Socket.IO and React/Vite, it demonstrates modular AI agents working together—ideal for AI Genesis.
NeuroNexus AI Research Copilot is an intelligent research assistant that helps users generate insights, summarize papers, detect gaps, create hypotheses, and automate complex research tasks using advanced LLMs and autonomous research workflows.
A tool for developers to search large codebases by meaning, not keywords, using embeddings and Qdrant for fast, accurate semantic code retrieval.
ContractLens is a cloud-native contract review engine that extracts key terms from uploaded agreements using Gemini Flash, retrieves precedent clauses via Qdrant, and generates an explainable risk snapshot with clause-level red-flag analysis.
AEO Guru is an AI-powered SEO & AI-discoverability tool that crawls websites, clusters semantic topics, generates JSON-LD and defensive SEO/GEO assets, and helps sites appear accurately in AI answer engines using Gemini, Supabase, and Qdrant.
Transform symptom analysis with AI-powered precision. Doctor-AI instantly maps patient symptoms to potential diagnoses using advanced vector search and medical intelligence, delivering HIPAA-compliant clinical decision support in under 2 seconds.
The Village Memory Project is a digital knowledge-preservation system that captures and organizes the wisdom of rural communities, including farming techniques, herbal medicine, cultural practices, and local history
Gemini Project Pulse is an AI-powered project management analysis tool that leverages historical data via vector search (Qdrant) to predict risks and provide context-aware insights and actionable recommendations
Intelligent security testing that learns. Uses Google Gemini to design custom attack agents, stores successful patterns in vector DB, and improves over time. Real attacks, professional reports, workflow automation. Built with Next.js and FastAPI.
Xentra is an AI-powered personal study system that turns your files into searchable memories, smart quizzes, and a chat assistant that actually knows your content. Upload notes, extract insights, generate questions, and study faster.
Self-Healing RAGOps is an autonomous AI system that enhances Retrieval-Augmented Generation (RAG) with a Zero-Touch healing layer inspired by 6G ZSM principles. It performs real-time anomaly detection (hallucination spikes, coverage drops).
ProofGuard AI uses advanced AI models to automatically verify, validate, and correct AI-generated mathematical proofs, ensuring logical consistency and mathematical rigor through multi-step reasoning and formal verification techniques.
AI-powered patent office action automation using Opus + Qdrant for Fortune 500 IP legal teams and law firms. Reduces attorney time from 15 to 3 hours per response. Built by USPTO attorney with 25 years experience. 80% time savings and 50% cost reduction.
An intelligent workforce management system that analyzes task complexity, searches for optimal employees based on skills and performance history, and generates priority-based schedules.
Paystream AI delivers instant USDC payments to global teams via blockchain. Powered by Google Gemini 2.0, Qdrant, & Arc Network, our AI assistant Penny automates payroll with voice commands, semantic search, & workflow automation.
Vector Insight Engine transforms PDFs and notes into a project aware memory graph. It retrieves evidence, answers questions with verifiable context, and turns scattered documents into structured insight using Gemini and Qdrant.
CodePod uses AI to map the abilities, skills, and interests of People of Determination in the UAE, match them with suitable jobs, and help companies hire inclusively through an AI-driven recommendation engine and a national Inclusion Impact Score.
ParkSense is a polished AI parking console that blends Google Maps data, Qdrant vector search, and live telemetry to rank safe, available spots, surface operational insights, and streamline routing for drivers and city teams.
ShopNexus is an AI system for 24/7 autonomous shops, with OCR inventory, smart POS, and real-time waste tracking to cut management time and reduce losses, plus a peer-to-peer marketplace that connects shops and clients.
Vectr is an AI-powered business analysis engine that automatically audits your requirements, detects gaps in logic, and generates intelligent diagrams in real time—helping teams design better, faster, and with fewer mistakes.
EngineIQ democratizes knowledge access in tech workplaces using Google Gemini 2.0's multimodal AI and Qdrant's vector search. Breaking geographic, language, and access barriers for global engineering teams. £1.26M proven ROI for 50-person teams.Test
An AI-powered hiring platform that replaces LeetCode with customized, real-world assessments and adaptive interviews. It delivers holistic, fair evaluation so every candidate can showcase their true abilities.
AI-powered Dubai tourism assistant featuring Google Gemini 2.5 Flash. Get personalized recommendations, vibe-based semantic search, real-time safety checks, and cultural insights—all with intelligent conversation and location discovery.
We created an autonomous system that finds, analyzes, and fixes bugs in a git repository with minimal human intervention.
MISKA uses a 3-agent AI system to automate finance. It streamlines the entire accounting cycle, tax reporting, and analysis via a single chat interface, reducing human error and providing instant, data-driven insights to enhance business decision-making.
Amagi is a proactive AI assistant that sees your screen, listens, remembers, and helps you stay focused—designed to run across devices with real-time context awareness
Developers are not leveraging AI in development workflow!! So we try to mkae there life quite easy by to first make a code editor extension that levelage AI in there workflow.
AIDE provides real-time medical advice via phone calls. It evaluates symptoms, recommends remedies, and directs users to urgent care facilities when necessary. Users receive a detailed conversation report with next steps for their health journey.
An AI-powered educational chatbot designed to assist students, teachers, and parents with school-related queries, academic support, and administrative tasks.
advanced medical assistant application that utilizes Retrieval-Augmented Generation (RAG) with the Falcon Large Language Model (LLM) to provide accurate and context-aware medical information
Quick News AI is an advanced web application that leverages Falcon LLM to provide concise and accurate summaries of news articles from RSS feeds. This web app aims to enhance news consumption by delivering essential information quickly and efficiently.
ClearOUT is a Recycling/Reuse AI Assistant. It helps people be more sustainable by reusing, donating, or recycling their items. Users can express interest in specific items or upload pictures of things they no longer want.
Elevate your LinkedIn with our tool to craft personalised, relevant and engaging posts and keep on growing your personal brand effortlessly.
ScholarIntel is the cutting-edge technologies with solutions of Intelligence Decisons Making Platform for Researchers and Scholars to Empowering Advance and Automate Research Capabilities.
VOCALYTICS is the cutting-edge technologies with solutions of Intelligence Audio and Speech Transformation, Speech synthesis, voice conversion, audio processing, transcription and voice biometrics.
MARKETLYTICS aims to empower businesses with valuable data insights, enabling them to make informed and data-driven decisions in their marketing strategies.
JAMS CoPilot is an GenAI powered teaching assitant, it provides personalised explainations to concepts, creates mock test to help you prepare, explains concepts by creating short videos.
Empowering the Arabian market by building the next generation of cultural-centric AI Agents that imitate human tasks, as a path to AAGI - Arabian Artificial General Intelligence.
This innovative RAG-based chatbot app leverages Cohere Embed for creating vector embeddings, Cohere Generate for AI-driven responses, and Cohere ReRank for enhanced retrieval, providing efficient and accurate solutions to O Level Physics queries.
Get visual explanation and text/number extraction by sending an image to our LINE Official Account
This is DoctorsMate which could be a very helpful tool for all the foundation-year doctors in the UK in their day-to-day activities.
Add support for Arguflow to the crawler such that users are able to add documents/chunks to Arguflow, Vectara, or both.
ML Fast Lane with GPU Power. AI-driven, GPU-accelerated ML platform. Seamlessly build, train, and deploy models with blazing speed and intelligence.
Creating a smart assistant chatbot educating teens with diabetes type 1 about their disease and how to deal with it
Multilingual Book-based Information Retrieval System.
We’ve created an AI service for emergencies. It uses info from authorities to provide key protocols and info to citizens via SMS or web app, offering a solution without internet.
Keeping public figures accountable @twitter, in real time.
A personal journalist that helps you to be informed
Legal-ease is a web-app hosting a suite of tools useful for simplifying legal documents for common use.
Scoper is an AI based corporate management tool. The aim is to allow staff to always stay up to date with every part of the company's ongoing work.
The first enterprise assistant of the Holloway family Joan is responsible for knowing everything in your company. https://joan.holloway.ai/
It's a astrological hero's journey to guide the unconscious mind to find compatible players in two areas of the human aspects.
Discover the power of semantic search in government press releases with ease.
Fetcher embeds messages using Cohere’s Embed API and save them to Qdrant’s vector database. Fetcher embeds new query and searches against the database, then feeds the result into Cohere’s Generate API to summarize the thread and start new chat.
Transforming Meals into masterpieces using Web powered AI-solution for underprivileged and diaster-impacted areas
Language Matchmaker is a multilingual matchmaking app that connects users with language exchange partners based on shared interests and language proficiency.
We offer an AI brand monitoring solution that can understand your customers in over 100 languages and help you respond in their native language
LegalFruit is a legal document search system that uses Cohere's multilingual embedding and Qdrant vector database. The system allows for efficient retrieval of legal documents that have been signed by mutual assent and can be relied upon in court.
Our proposed solution aims to enhance the search functionality of ecommerce systems by integrating a semantic search feature
"MedAI" - React and Node app using QDrant embeddings for efficient medical Q&A. Hugging Face's Python script processes the dataset, while Cohere API generates embeddings for cosine similarity. Accurate answers are quickly retrieved for user queries.
Heuristic AI brings browsing your Slack chat histories into a new dimension. Don’t recall what was discussed? Forget keywords and simply ask questions. Your new digital assistant will give you the answer. And it does it in seconds!
Get instant legal advice through our cutting-edge website, utilizing Cohere and Qdrant's semantic search technology. Experience hassle-free consultation with our team of legal experts, providing precise and efficient solutions to your legal matters.
Logos enhances the users experience with their personal knowledge base sources
Content-based semantic recommendations with cohere-ai embeddings, qdrant vector search, and metarank to glue things together.
helping academic students get access to relevant research paper with additional features.
mindmate is an AI-powered assistant that lets you effortlessly navigate your company's internal knowledge base.