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Google's Generative AI Studio

Experience the power of Google's Vertex AI through Generative AI Studio, a managed environment that streamlines the interaction, customization, and deployment of foundation models for production applications.

General
Release date2023
AuthorGoogle
DocumentationLink
TypeGenerative AI Model Management

Start building with Generative AI Studio

Explore the best Generative AI Studio resources and libraries to help you get started with building projects using Google's Vertex AI today.

A curated list of libraries and resources to help you build outstanding projects with Generative AI Studio.

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Google Generative AI Studio AI technology Hackathon projects

Discover innovative solutions crafted with Google Generative AI Studio AI technology, developed by our community members during our engaging hackathons.

DAIA - Deriv AI Analyst

DAIA - Deriv AI Analyst

DAIA (Deriv AI Analyst) is a real-time enterprise observability platform built for Deriv's business operations. It monitors Active Daily Users, Trading Volume, Regional Performance, Platform Health, and Instrument Activity, automatically detecting anomalies requiring executive attention. The system uses a 4-layer intelligence pipeline: a Correlation Engine for streaming telemetry, an LLM Reasoning Agent for contextualizing deviations, a Severity Scorer using z-score analysis, and an Executive Briefing Generator for actionable reports. DAIA operates through three Gemini-powered agents: Agent 1 (Analyst): Performs statistical anomaly detection across regions (NA, EU, APAC), platforms (Trader, MT5), and instruments (Synthetics, FX, Stocks) using rolling baselines, percentage deviations, and z-scores. Agent 2 (Reporter): Generates executive briefing reports with Market Overview, Regional Drivers, Risk Commentary, and prioritized Action Items with timelines. Reports are downloadable. Agent 3 (Advisor): Interactive chat interface for follow-up questions, root cause analysis, and investigation path exploration using live analysis data. The platform features a healthy-to-anomaly state transition. By default, the dashboard shows all systems nominal. When new telemetry is uploaded, the system processes it in real-time — KPI cards turn red, trend charts reveal drops, regional charts expose impacted areas, and an investigation path traces the anomaly from region to platform to instrument. Key features: live CSV upload with Gemini analysis, 28-day ADU trend chart, dynamic regional and instrument charts, auto-generated executive reports, and persistent AI chat for deep-dive investigation. The backend uses Python/Streamlit with 3-tier anomaly detection. The frontend uses React, TypeScript, Recharts, and Gemini API via Google AI Studio. DAIA transforms raw business telemetry into executive intelligence — turning data noise into actionable decisions within seconds.

TradeX Unified Trading Intelligence Platform

TradeX Unified Trading Intelligence Platform

Most traders waste valuable seconds switching between multiple tools: TradingView for charts, Twitter for sentiment, separate apps for news feeds, alert systems, and trade journals. Each context switch costs focus and can mean missed opportunities in fast-moving markets. TradeX eliminates the chaos by bringing your entire trading workflow into a single, orchestrated environment. Built for active traders who demand speed and clarity, the platform integrates: ∙ Live Market Feeds: Real-time price data, volume analysis, and technical indicators ∙ AI-Powered Signals: Machine learning models that detect patterns and generate actionable trade ideas ∙ Behavioral Analysis: Track your trading psychology, entry/exit discipline, and risk patterns ∙ Smart Alert Pipelines: Configure multi-condition triggers across price, volume, sentiment, and custom indicators ∙ Visual Workflow Canvas: Drag-and-drop interface to wire up data sources, analysis tools, and execution layers Instead of opening five browser tabs and two desktop apps, you build your trading system once—connecting the market feeds, signal generators, and risk tools you trust—then let TradeX handle the coordination. Your configuration becomes your personal trading command center. Key Benefits: ∙ Reduce decision latency by consolidating information streams ∙ Maintain focus with unified alerts and notifications ∙ Build reproducible workflows that scale with your strategy ∙ Keep a synchronized journal and analytics dashboard alongside live markets Whether you’re scalping intraday moves or managing swing positions, TradeX adapts to your methodology while keeping everything you need within reach. Less window juggling. More profitable trades.

ABBA

ABBA

AI Talent Scout Pro is a comprehensive AI-powered recruitment and hiring tool. Its primary purpose is to automate the initial screening process of job candidates by analyzing their resumes against a specific job description. What it does : 1. Document Ingestion & Parsing • Multi-Format Support: It accepts both PDF and DOCX files. • Text Extraction: It uses specific libraries (pdf.js and mammoth.js) to read and extract raw text from these uploaded resumes. • Document Merging: It combines all uploaded resumes into a single "Master PDF" file. This allows HR to download one consolidated document containing every applicant's resume instead of opening dozens of individual files. 2. AI Analysis (The "Engine") • Contextual Screening: It takes the text from all uploaded resumes and the provided Job Description and sends them to Google's Gemini 3 Flash model. • Ranking & Scoring: The AI compares every candidate against the job requirements simultaneously. It assigns a suitability score (0-100) to each candidate. • Structured Data Extraction: For each candidate, it automatically extracts: o Years of experience. o Education level. o Top technical/soft skills. o Missing requirements (gap analysis). o A qualitative "Reasoning" paragraph explaining why they were ranked that way. 3. Interactive HR Dashboard • Visual Reports: Displays a bar chart comparing the scores of the top candidates. • AI Cover Art: Uses Gemini 2.5 Flash Image to generate a unique, professional 3D cover image for the recruitment campaign based on the text of the job description. • Candidate Cards: detailed cards for every applicant showing their rank, score, and AI insights. 4. "Chat with Pool" Assistant • RAG-like Functionality: After processing, it enables a chat interface. The HR user can ask specific questions about the candidate pool, such as "Who has the most React experience?" or "Which candidates have leadership backgrounds?". The AI answers based only on the content of the uploaded resumes.

FIS AEGIS

FIS AEGIS

Financial Intelligence Swarm (FIS) Compliance, Risk, and Anti-Fraud Architecture for the Post-ISO 20022 Era AI-powered fraud detection platform using a Prosecutor-Skeptic-Judge debate pattern for AML/CFT investigations. Features LangGraph Agentic Architecture: Multi-agent debate system with Prosecutor (finds fraud), Skeptic (finds alibis), and Judge (renders verdict). ISO 20022 Support: Parse pacs.008, pain.001, camt.053 XML messages using xsdata and xmltodict. Reified Graph Intelligence: Neo4j-powered hidden link detection and fraud ring analysis using a "Reified Transaction Model" where transactions are first-class nodes. Semantic Search: Qdrant vector search for document evidence (PDFs parsed via Docling) and fuzzy sanctions screening. Behavioral Analysis: Mem0-based entity profiling and drift detection to track user behavior over time. EU AI Act Compliant: Article 13 transparency and explainability built-in with human-in-the-loop checkpoints. Generative UI Dashboard: Next.js 16 frontend with streaming investigation updates using Vercel AI SDK.

GenAI Giants

GenAI Giants

GenAI Giants is an AI-powered platform built to transform learning, developer productivity, and innovation at scale. Our vision is to create inclusive, cloud-native solutions that empower users across India by supporting multiple local languages and bridging the gap between cutting-edge technology and accessibility. By integrating seamlessly with modern developer workflows, IDEs, and CI/CD pipelines, the platform enables faster coding, intelligent automation, and effortless scalability for projects of all sizes. At its core, GenAI Giants is more than a productivity tool—it is a movement to democratize AI knowledge and make advanced technology accessible to everyone, regardless of language or background. We emphasize social impact by fostering collaboration, nurturing talent, and building a community where developers can learn, innovate, and grow together. The platform leverages strategic cloud architecture and multilingual AI capabilities to deliver a robust ecosystem that supports diverse use cases—from education and skill development to enterprise-grade automation. By combining scalability, inclusivity, and innovation, GenAI Giants aims to accelerate digital transformation across industries while ensuring that technology remains accessible to all. Ultimately, our mission is to empower developers and learners with tools that not only enhance productivity but also drive meaningful change. GenAI Giants stands as a bridge between advanced AI and real-world impact, creating opportunities for growth, collaboration, and innovation across India and beyond.

ReportX Agent

ReportX Agent

REPORT X is an AI-powered performance and talent intelligence system designed to help organizations move from reactive, subjective performance management to proactive, data-driven decision-making. Modern teams—especially remote and fast-growing ones—struggle to identify burnout, performance risks, and high-potential talent early enough. Traditional performance reviews are backward-looking, biased, and often based on intuition rather than real operational signals. REPORT X addresses this gap by analyzing privacy-safe work signals such as task completion trends, meeting metadata, after-hours activity counts, collaboration patterns, and learning progress. Using Google Cloud technologies, including Vertex AI and multi-agent orchestration via ADK, the system transforms these signals into explainable scores that highlight burnout risk, growth potential, and performance patterns—without surveillance or content-level monitoring. By prioritizing transparency, fairness, and trust, REPORT X enables managers to intervene earlier, recognize overlooked talent, reduce bias in evaluations, and build healthier, more productive teams while fully respecting employee privacy.