⭐ Features Overview
FDM provides a suite of AI-powered tools that help users in Vietnam explore real estate information, discover daily news, and access useful student utilities.The platform integrates AI chat interaction, data discovery, and smart tools into one unified experience. You can test the one agent in agent.basao.com
🧠 Core AI Capabilities
Multi-Agent AI System
FDM uses a LangGraph-based multi-agent system to coordinate specialized agents, each responsible for a distinct domain of intelligence:| Supervisor Agent | Pricing Agent |
|---|---|
| - Detects user intent and routes requests | - Estimates property value from user description |
| - Plans and orchestrates subtasks across agents | - Retrieves comparable listings (comps) |
| Discovery Agent | Research / Search Agent |
|---|---|
| - Collects daily real-estate and finance news | - Fetches relevant articles or posts by topic |
| - Summarizes and cites trusted sources | - Formats and presents references for user reading |
💬 AI Chat Interface
The Chatbot is the central user interface of FDM, designed for natural conversation in Vietnamese or English.Natural Language Interaction
Users can ask questions like “Định giá nhà ở Cầu Giấy” or “Tin nóng hôm nay.”
The chatbot automatically interprets intent and calls the appropriate agent.
The chatbot automatically interprets intent and calls the appropriate agent.
Multi-Agent Orchestration
The Supervisor Agent coordinates specialized agents — ensuring each user request is handled by the correct logic (valuation, discovery, or search).
Context Awareness
Maintains short-term chat memory to support follow-up questions and clarify context.
Tool Integration
Connects directly to valuation tools, discovery API, and search functions in real time.
📰 Discovery / Daily Digest
The Discovery module aggregates and summarizes the latest real estate, finance, and planning news.Each day, the Discovery Agent gathers trusted articles, generates concise Vietnamese summaries, and cites original sources.
🔥 Hot
Displays trending or most discussed real estate and finance news.
💡 For You
Personalized feed based on the user’s interests and prior interactions.
🏘 Real Estate
Updates on housing projects, property prices, and market shifts.
💰 Finance
Covers lending rates, investment updates, and economic policies.
🗺 Planning
Urban development, zoning, and infrastructure changes.
⚖️ Legal
News on land law, regulations, and government policies.
🏠 Real Estate Tools
The Tools section enables users to perform property-related tasks such as valuation, comparison, and search.1
Property Valuation
Estimate a property’s value based on address, area, and description.
Powered by the Pricing Agent and vector-based retrieval.
Powered by the Pricing Agent and vector-based retrieval.
2
Comparable Listings
Retrieve similar properties in nearby areas to benchmark prices.
3
Search by Location
Find posts, listings, or articles related to a specific location.
🎓 Student Tools
The Student module focuses on helping university students find nearby housing, contribute verified reviews, and explore nearby companies.Nearby Rentals
- Find available student housing near universities.
- Filter by price range, room type, and distance.
Community Reviews
- Students can review or verify housing listings.
- Verified reviews earn usage tokens for premium AI tools.
🔄 System Integration
| Module | Description |
|---|---|
| Chatbot | Unified entry point for all FDM services. Handles conversation, routing, and personalization. |
| Discovery | Daily news aggregation, summarization, and topic classification. |
| Tools | Executes property valuation and semantic searches using vector databases. |