Top AI Repos — open-source AI, indexed and scored

Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

AleksNeStu/ai-real-estate-assistant

Open-source AI real estate search with RAG, vector search, multi-provider LLMs, FastAPI, Next.js, ChromaDB, and a live demo.

73MITPython

View on GitHub Website

Stars: 286
Forks: 111
Watchers: 286
Open issues: 9
Contributors: 6

Star history, last 90 days+2 over 6 snapshots

2026-07-24 · 2842026-08-06 · 286

Star history, last 90 days
Date	Stars
2026-07-24	284
2026-07-25	284
2026-07-28	284
2026-07-30	284
2026-07-31	286
2026-08-06	286

Today

— stars today

This week

+2 stars this week

This month

— stars this month

Momentum

17.0

growth rate 0.70%/day

From the README

# 🏠 AI Real Estate Assistant

> **AI-powered conversational platform for property search, analytics, and market insights.**
>
> Ask in natural language — *"2-bedroom apartment in Kraków under 500k"* — get matched listings.
> Try the live demo below, no signup needed.

[![Python](https://img.shields.io/badge/Python-3.12+-blue?style=flat&logo=python&logoColor=white)](https://python.org)
[![FastAPI](https://img.shields.io/badge/API-FastAPI-009688?style=flat&logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/)
[![Next.js](https://img.shields.io/badge/Web-Next.js_16-000000?style=flat&logo=next.js&logoColor=white)](https://nextjs.org/)
[![TypeScript](https://img.shields.io/badge/TypeScript-5.x-3178C6?style=flat&logo=typescript&logoColor=white)](https://www.typescriptlang.org/)
[![CI](https://github.com/AleksNeStu/ai-real-estate-assistant/actions/workflows/ci.yml/badge.svg?branch=main)](https://github.com/AleksNeStu/ai-real-estate-assistant/actions/workflows/ci.yml)
[![License](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
[![Live Demo](https://img.shields.io/badge/Demo-Live-success?style=flat&logo=render)](https://realestate-web-dz1y.onrender.com/)
[![Hosted Soon: PropVector AI](https://img.shields.io/badge/Hosted_Soon-PropVector_AI-6f42c1?style=flat)](https://propvectorai.com?utm_source=github&utm_medium=readme&utm_campaign=hosted-badge)
[![Latest Release](https://img.shields.io/github/v/release/AleksNeStu/ai-real-estate-assistant?style=flat&color=2ea44f)](https://github.com/AleksNeStu/ai-real-estate-assistant/releases)

<!-- markdownlint-disable MD051 -->
## Table of Contents

- [Live Demo](#-live-demo)
- [What's New in v5.1](#-whats-new-in-v51)
- [Architecture](#-architecture)
- [Quick Start](#-quick-start)
- [Three Developer Differentiators](#-three-developer-differentiators)
- [Hosted Version: PropVector AI](#hosted-version-propvector-ai)
- [Features](#-features)
- [Screenshots](#-screenshots)
- [Tech Stack](#-tech-stack)
- [Project Growth](#-project-growth)
- [Releases](#-releases)
- [Project Structure](#-project-structure)
- [Testing](#-testing)
- [Documentation](#-documentation)
- [Roadmap](#-roadmap)
- [Branches](#-branches)
- [Deployment](#-deployment)
- [Configuration](#-configuration)
- [Contributing](#-contributing)
- [License](#-license)
<!-- markdownlint-restore -->

## 🌐 Live Demo

<div align="center">

### [**🚀 Try the Live Demo →**](https://realestate-web-dz1y.onrender.com/)

**No login required — explore in demo mode**

</div>

Experience the full power of AI-driven real estate search without any setup:

- 🔍 **Natural Language Property Search** — ask questions like *"2-bedroom apartment in Kraków under 500k"* and get matched listings
- 🤖 **AI-Powered Chat** — conversational interface for finding your perfect property
- 📊 **Financial Tools** — mortgage calculator, rent-vs-buy comparison, ROI analysis, and TCO calculator
- 🗺️ **Interactive Maps** — clustered property markers with area analytics
- 🌍 **9 Languages** — English, Polish, Russian, German, Spanish, Italian, Portuguese, Turkish, and Ukrainian

> **Note:** The demo uses simulated AI responses for instant exploration. Production deployment requires API keys.

## 🆕 What's New in v5.1

Three small but demoable additions, shipped together as a focused release:

- **AI Property Valuation with Multi-Year Price Forecast** — paste a property id (or enter features manually) and get an LLM-powered estimate of current value plus projected value at 1y, 3y, 5y, and 10y horizons, with a confidence band and key drivers. Try it at `/valuation`.
- **Inline monthly payment on listing cards** — every property card on the search results page now shows a small "$X / mo" estimate next to the title (20% down, 30-year fixed, 6.5% APR by default; not a lending offer).
- **AI Neighborhood One-Liner** — property detail pages now feature a short AI-generated summary of the neighborhood's character, lifestyle, and accessibility. Falls back silently if the LLM is

Excerpt of 22,410 characters

Read on GitHub

Top contributors

No contributor data yet — it is fetched during the contributor sync pass.

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

73/10073

Maintenance: 90%; How recently the default branch was pushed to
Releases: 79%; Recency and cadence of tagged releases
Community: 21%; Contributor breadth and bus factor
Issue backlog: 60%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 2 years ago
Last push: 7 days ago
Last release: last month
Release tag: v5.1.0
Releases in the last year: 9
Default branch: dev
Size: 28k KB
Owner type: User
Owner location: EU
Discovered via: topic:vector-search
First indexed: 13 days ago
Last synced: 12 days ago

AleksNeStu/ai-real-estate-assistant

Open-source AI real estate search with RAG, vector search, multi-provider LLMs, FastAPI, Next.js, ChromaDB, and a live demo.

73MITPython

View on GitHub Website

Stars: 286
Forks: 111
Watchers: 286
Open issues: 9
Contributors: 6

Star history, last 90 days+2 over 6 snapshots

2026-07-24 · 2842026-08-06 · 286

Star history, last 90 days
Date	Stars
2026-07-24	284
2026-07-25	284
2026-07-28	284
2026-07-30	284
2026-07-31	286
2026-08-06	286

Today

— stars today

This week

+2 stars this week

This month

— stars this month

Momentum

17.0

growth rate 0.70%/day

From the README

# 🏠 AI Real Estate Assistant

> **AI-powered conversational platform for property search, analytics, and market insights.**
>
> Ask in natural language — *"2-bedroom apartment in Kraków under 500k"* — get matched listings.
> Try the live demo below, no signup needed.

[![Python](https://img.shields.io/badge/Python-3.12+-blue?style=flat&logo=python&logoColor=white)](https://python.org)
[![FastAPI](https://img.shields.io/badge/API-FastAPI-009688?style=flat&logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/)
[![Next.js](https://img.shields.io/badge/Web-Next.js_16-000000?style=flat&logo=next.js&logoColor=white)](https://nextjs.org/)
[![TypeScript](https://img.shields.io/badge/TypeScript-5.x-3178C6?style=flat&logo=typescript&logoColor=white)](https://www.typescriptlang.org/)
[![CI](https://github.com/AleksNeStu/ai-real-estate-assistant/actions/workflows/ci.yml/badge.svg?branch=main)](https://github.com/AleksNeStu/ai-real-estate-assistant/actions/workflows/ci.yml)
[![License](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
[![Live Demo](https://img.shields.io/badge/Demo-Live-success?style=flat&logo=render)](https://realestate-web-dz1y.onrender.com/)
[![Hosted Soon: PropVector AI](https://img.shields.io/badge/Hosted_Soon-PropVector_AI-6f42c1?style=flat)](https://propvectorai.com?utm_source=github&utm_medium=readme&utm_campaign=hosted-badge)
[![Latest Release](https://img.shields.io/github/v/release/AleksNeStu/ai-real-estate-assistant?style=flat&color=2ea44f)](https://github.com/AleksNeStu/ai-real-estate-assistant/releases)

<!-- markdownlint-disable MD051 -->
## Table of Contents

- [Live Demo](#-live-demo)
- [What's New in v5.1](#-whats-new-in-v51)
- [Architecture](#-architecture)
- [Quick Start](#-quick-start)
- [Three Developer Differentiators](#-three-developer-differentiators)
- [Hosted Version: PropVector AI](#hosted-version-propvector-ai)
- [Features](#-features)
- [Screenshots](#-screenshots)
- [Tech Stack](#-tech-stack)
- [Project Growth](#-project-growth)
- [Releases](#-releases)
- [Project Structure](#-project-structure)
- [Testing](#-testing)
- [Documentation](#-documentation)
- [Roadmap](#-roadmap)
- [Branches](#-branches)
- [Deployment](#-deployment)
- [Configuration](#-configuration)
- [Contributing](#-contributing)
- [License](#-license)
<!-- markdownlint-restore -->

## 🌐 Live Demo

<div align="center">

### [**🚀 Try the Live Demo →**](https://realestate-web-dz1y.onrender.com/)

**No login required — explore in demo mode**

</div>

Experience the full power of AI-driven real estate search without any setup:

- 🔍 **Natural Language Property Search** — ask questions like *"2-bedroom apartment in Kraków under 500k"* and get matched listings
- 🤖 **AI-Powered Chat** — conversational interface for finding your perfect property
- 📊 **Financial Tools** — mortgage calculator, rent-vs-buy comparison, ROI analysis, and TCO calculator
- 🗺️ **Interactive Maps** — clustered property markers with area analytics
- 🌍 **9 Languages** — English, Polish, Russian, German, Spanish, Italian, Portuguese, Turkish, and Ukrainian

> **Note:** The demo uses simulated AI responses for instant exploration. Production deployment requires API keys.

## 🆕 What's New in v5.1

Three small but demoable additions, shipped together as a focused release:

- **AI Property Valuation with Multi-Year Price Forecast** — paste a property id (or enter features manually) and get an LLM-powered estimate of current value plus projected value at 1y, 3y, 5y, and 10y horizons, with a confidence band and key drivers. Try it at `/valuation`.
- **Inline monthly payment on listing cards** — every property card on the search results page now shows a small "$X / mo" estimate next to the title (20% down, 30-year fixed, 6.5% APR by default; not a lending offer).
- **AI Neighborhood One-Liner** — property detail pages now feature a short AI-generated summary of the neighborhood's character, lifestyle, and accessibility. Falls back silently if the LLM is

Excerpt of 22,410 characters

Read on GitHub

Top contributors

No contributor data yet — it is fetched during the contributor sync pass.

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

73/10073

Maintenance: 90%; How recently the default branch was pushed to
Releases: 79%; Recency and cadence of tagged releases
Community: 21%; Contributor breadth and bus factor
Issue backlog: 60%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 2 years ago
Last push: 7 days ago
Last release: last month
Release tag: v5.1.0
Releases in the last year: 9
Default branch: dev
Size: 28k KB
Owner type: User
Owner location: EU
Discovered via: topic:vector-search
First indexed: 13 days ago
Last synced: 12 days ago

Top AI Repos — open-source AI, indexed and scored

AleksNeStu/ai-real-estate-assistant

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

AleksNeStu/ai-real-estate-assistant

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

Trend

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details