{"repo":"radcrew/real-estate-consultant","free":true,"listed":false,"github":"https://github.com/radcrew/real-estate-consultant","clone":"git clone https://github.com/radcrew/real-estate-consultant.git","description":"AI-assisted commercial real estate search: listing ingestion, fit-based ranking, and draft broker outreach - built with Next.js, FastAPI, and Supabase.","language":"Python","stars":19,"topics":["nextjs","python","fastapi","github-actions","llm","microservice","openai","postgresql","prisma","real-estate"],"license":"MIT","category":"ai-agents","readme_excerpt":"Real estate consultant Internal MVP for an AI-assisted commercial real estate search workflow: intake, lawful listing ingestion, property understanding, fit-based ranking, saved searches and watchlists, and draft broker outreach (no auto-send). The app is built with Next.js and FastAPI , backed by Supabase , with chat LLMs routed through OpenRouter and/or Hugging Face on the backend. Details are in Stack below. --- Stack Layer Technology Purpose ------- ------------ --------- Frontend Next.js Product UI, intake, results, watchlists; server components and Route Handlers as appropriate Backend FastAPI APIs, modular listing ingestion, normalization, and orchestration of model calls Data & platform Supabase Postgres, authentication, and other Supabase features (e.g. Storage) as the project needs them LLM OpenRouter and/or Hugging Face Structured chat for intake, fit summaries, and outreach drafts ( OPENROUTER API KEY preferred when both keys are set) LLM (optional) AWS Bedrock + Lambda Per-call-site routing to Bedrock (embeddings, outreach) or a self-hosted Qwen on Lambda (intake parse). Off unless configured — see below Ingestion may integrate additional tools (for example Apify or similar) behind FastAPI; those are implementation details of each connector, not replacements for the core stack above. MCP adapter: services/mcp/ exposes search, listings, and draft outreach from FastAPI /api/v1 to AI hosts (Cursor, Claude Desktop, remote Streamable HTTP). See services/mcp/README.md ","default_branch":null,"files":null,"tree":[],"storefront":"/r/radcrew","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/radcrew/real-estate-consultant/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}