vishwath26/trusthire

How vishwath26/trusthire works

TrustHire accepts recruitment links and uploaded evidence, extracts text, evaluates fraud indicators, persists investigation results, and presents risk reports, trust graphs, and threat intelligence. The sampled routes show investigation creation, retrieval, and graph generation; the README documents OCR/document parsing, network checks, and the scoring model. Frontend API calls are explicit, but their backend HTTP wiring is partly documented rather than shown in the API helper, so that boundary is cited to the README.

Main entry points: api.js API client · App.jsx Page router · investigations.py Investigation routes · threats.py Threat routes

Components 19

Candidate workspace

Page router src/App.jsx
Evidence intake src/pages/investigate.jsx
API client src/api.js
Investigation dashboard src/pages/InvestigationDashboard.jsx
Investigation history src/pages/MyInvestigations.jsx
Risk assessment src/pages/RiskAssessment.jsx
Trust graph view src/pages/TrustGraph.jsx
Threat intelligence view src/pages/ThreatIntelligence.jsx

API and persistence

FastAPI application backend/app/main.py
Investigation routes backend/app/routers/investigations.py
Threat routes backend/app/routers/threats.py
SQLite database backend/app/database.py
Investigation records backend/app/models.py

Evidence intelligence

Evidence extraction backend/app/services/extract.py
Risk analyzer backend/app/services/analyzer.py
Bayesian NLP backend/app/services/ai_analyzer.py

Risk insights

Graph construction backend/app/services/graph.py
Threat aggregation backend/app/services/threats.py

Other components

Candidate

Connections 27

Candidate → Evidence intake: submits evidence README.md
Page router → Evidence intake: routes to src/App.jsx
Page router → Investigation dashboard: routes to src/App.jsx
Page router → Risk assessment: routes to src/App.jsx
Page router → Trust graph view: routes to src/App.jsx
Page router → Threat intelligence view: routes to src/App.jsx
Evidence intake → API client: creates investigation src/pages/investigate.jsx
Investigation dashboard → API client: fetches investigation src/pages/InvestigationDashboard.jsx
Investigation history → API client: requests history src/pages/MyInvestigations.jsx
Risk assessment → API client: requests report src/pages/RiskAssessment.jsx
Trust graph view → API client: requests graph src/pages/TrustGraph.jsx
Threat intelligence view → API client: requests intelligence src/pages/ThreatIntelligence.jsx
API client → Investigation routes: calls API README.md
API client → Threat routes: calls API README.md
FastAPI application → Investigation routes: registers routes backend/app/main.py
FastAPI application → Threat routes: registers routes backend/app/main.py
FastAPI application → SQLite database: ensures schema backend/app/main.py
Investigation routes → Risk analyzer: runs analysis backend/app/routers/investigations.py
Investigation routes → Graph construction: builds graph backend/app/routers/investigations.py
Investigation routes → Investigation records: reads and writes backend/app/routers/investigations.py
Threat routes → Threat aggregation: builds intelligence backend/app/routers/threats.py
Threat routes → SQLite database: opens session backend/app/routers/threats.py
SQLite database → Investigation records: maps schema backend/app/database.py
Risk analyzer → Evidence extraction: uses extracted text backend/app/services/analyzer.py
Risk analyzer → Bayesian NLP: requests review backend/app/services/analyzer.py
Graph construction → Investigation records: reads investigation backend/app/services/graph.py
Threat aggregation → Investigation records: aggregates records backend/app/services/threats.py

Drawn by GitDiagram on November 14, 2026 from the repository's file tree, README and source files. Read as Markdown ·