# ai-real-estate-assistant

> Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.

- **URL**: https://www.freshcrate.ai/projects/ai-real-estate-assistant
- **Author**: AleksNeStu
- **Category**: Databases
- **Latest version**: `v5.0.7` (2026-06-05)
- **License**: MIT
- **Source**: https://github.com/AleksNeStu/ai-real-estate-assistant
- **Language**: Python
- **GitHub**: 163 stars, 84 forks
- **Registry**: github
- **Tags**: `ai`, `assistant`, `chatbot`, `docker`, `fastapi`, `llm`, `nextjs`, `proptech`, `python`, `vector-database`

## Description

Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `v5.0.7` | 2026-06-05 | High | ## v5.0.7 — ChatOllama fix + container smoke test  **Required update**: the v5.0.6 image was broken at startup (`ImportError: cannot import name 'ChatOllama' from 'langchain_community.chat_models'`). v5.0.7 ships the working container image. Anyone currently running v5.0.6 should upgrade to v5.0.7.  ### What's in this release (v5.0.4 → v5.0.7 batch)  **v5.0.7** (this release)  - **Fix: ChatOllama import** — `langchain-community==0.4.2` moved   `ChatOllama` out of `langchain_community.chat_models |
| `v5.0.3` | 2026-05-24 | High | ## v5.0.3 — Security fixes  ### Security - **CVE-2026-8723**: Bumped `qs` to fix remotely triggerable DoS (null/undefined entries in stringify) - **CVE-2026-45409**: Bumped `idna` 3.11 → 3.15 to fix IDNA encode bypass - **CVE-2026-41907**: Overridden `uuid` to 11.1.1 to fix buffer bounds check in v3/v5/v6  ### Dependencies - Bumped `express` and 5 dev-patch-and-minor packages in /apps/web - Updated `types-requests` requirement in /apps/api  ### Documentation - Added CHANGELOG entries for v5.0.1, |
| `v5.0.0` | 2026-05-16 | High | ## AI Real Estate Assistant — Community Edition v5.0.0  First public Community Edition release of the AI Real Estate Assistant — a conversational AI platform for property search and real estate analysis.  ### Features  **AI & Search** - Hybrid AI agent with intelligent query routing (simple → RAG, complex → Agent+Tools) - 17 AI tools: mortgage calculator, CMA, commute analysis, negotiation helper, rent-vs-buy, investment analysis, and more - Multi-provider LLM support: ZhipuAI, DeepSeek, Google, |
| `dev@2026-05-13` | 2026-05-13 | High | Latest activity on dev branch |
| `v4.0.0` | 2026-04-11 | High | Latest release: v4.0.0 |

## Dependency audit

- **Score**: 100/100
- **Total deps**: 6
- **Resolved**: 6
- **Unresolved**: 0
- **License conflicts**: 0
- **Warnings**: 0
- **Scanned**: 2026-05-18

## Citation

- HTML: https://www.freshcrate.ai/projects/ai-real-estate-assistant
- Markdown: https://www.freshcrate.ai/projects/ai-real-estate-assistant.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/ai-real-estate-assistant/deps

_Generated by freshcrate.ai. Indexes github releases for AI-agent ecosystem packages._