Back to Agents
llm_invest
midnightnnn March 31, 2026
3 copies 0 downloads
Multi-LLM investment agent arena where GPT, Gemini, and Claude compete in paper-trading research workflows.
Agent Definition
<p align="center">
<h1 align="center">🏟️ LLM INVEST</h1>
<p align="center">
<b>Multi-LLM Autonomous Investment System</b><br>
</p>
<p align="center">
<img src="https://img.shields.io/badge/Python-3776ab?style=flat-square&logo=python&logoColor=white" alt="Python">
<img src="https://img.shields.io/badge/Google_ADK-4285f4?style=flat-square&logo=google&logoColor=white" alt="Google ADK">
<img src="https://img.shields.io/badge/GCP-db4437?style=flat-square&logo=googlecloud&logoColor=white" alt="GCP">
<img src="https://img.shields.io/badge/OpenAI-412991?style=flat-square&logo=openai&logoColor=white" alt="OpenAI">
<img src="https://img.shields.io/badge/Gemini-8E75B2?style=flat-square&logo=googlegemini&logoColor=white" alt="Gemini">
<img src="https://img.shields.io/badge/Anthropic-d97706?style=flat-square&logo=anthropic&logoColor=white" alt="Anthropic">
<img src="https://img.shields.io/badge/KIS_API-0d6efd?style=flat-square" alt="KIS">
<img src="https://img.shields.io/badge/FastAPI-009688?style=flat-square&logo=fastapi&logoColor=white" alt="FastAPI">
</p>
<p align="center">
<a href="#quick-start">Quick Start</a> ·
<a href="#tools">Tools</a> ·
<a href="#admin-ui">Admin UI</a> ·
<a href="#architecture">Architecture</a>
</p>
</p>
---
> **⚠️ Disclaimer**
> This is a research / portfolio project for multi-agent LLM trading workflows.
> It is not investment advice, not a robo-advisor, and not intended for public production trading.
---
## What is LLM INVEST?
> **[Showcase — See Live Agents](https://llm-arena-ui-jgtbkjclha-du.a.run.app/showcase)** <br> **[Live Demo — Try Paper Trading](https://llm-arena-ui-jgtbkjclha-du.a.run.app/)**
- **Agents decide on their own** — Not algorithms, but LLMs that read the market, select tools, make trade decisions, and manage portfolios autonomously.
- **Competition & collaboration between agents** — Agents share analysis on a bulletin board, review each other's picks, and Comments
More Agents
View allresearch
NotebookLM
Google's AI-powered research notebook that ingests your documents and becomes an expert on your content. Generates audio overviews, study guides, FAQs, and interactive discussions from uploaded sources.
G
Googlebrowser
Project Mariner (Browser Agent)
Google DeepMind's experimental AI agent that can navigate websites, fill forms, and complete multi-step browser tasks autonomously. Uses Gemini's multimodal understanding to interact with web interfaces.
G
Google DeepMindmultimodal
Project Astra (Multimodal Agent)
Google DeepMind's universal AI assistant prototype that can see, hear, and respond in real-time through your device camera and microphone. Demonstrates the future of multimodal AI interaction.
G
Google DeepMindenterprise
Gemini Enterprise Agent Platform
Google Cloud's enterprise platform for building, deploying, and managing AI agents powered by Gemini. Supports multi-agent orchestration, tool integration, and enterprise governance.
G
Google Cloudresearch
Gemini Deep Research Agent
Gemini's agentic research capability that autonomously browses the web, synthesizes information from dozens of sources, and produces comprehensive research reports on any topic.
G
Googlecanvas
Gemini Canvas Agent
Interactive coding and content creation agent that generates, previews, and iterates on code, documents, and interactive applications in a side panel. Supports HTML/CSS/JS, Python, and more.
G
Google