autonomous-hdb-deepagents seehiong · PARTIAL
Autonomous multi-agent system for intelligent HDB resale search — combining geospatial analytics, MRT proximity, and XGBoost price valuation using DeepAgents, LangGraph, FastAPI, and Gradio UI. No database required; reads data directly with SQLite. Dockerized, with reproducible data-ingestion pipelines and support for local LLMs.
github.com/seehiong/autonomous-hdb-deepagents · ★ 25 · Forks 1 · Size 89.4 MB
SUMMARY
Technologies 16
Scored 15
Observed 15
Practices 6
Evidence 17
Skips 1
COVERAGE
Analyzed 55 files · 7 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
Shell LANGUAGE Depth 70
1 files · PRODUCTION
JSON LANGUAGE Depth 70
1 files · PRODUCTION
TOML LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
YAML LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
33 files · PRODUCTION
uv BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth 43
1 files · PRODUCTION
NumPy LIBRARY Depth 58
1 files · PRODUCTION
PostgreSQL DATABASE Depth 81
6 files · CONFIGURATION
Pydantic LIBRARY Depth 66
3 files · PRODUCTION
Uvicorn LIBRARY Depth 49
1 files · PRODUCTION
pytest TESTING Depth 53
5 files · TEST
python-dotenv LIBRARY Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · observedlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2025-12-04
Last commit 2026-09-19
Active months 2
Commits 7