AI Hub documentation¶

API versions

FastAPI application	Version
Main API	`4.50.36`
Administration API	`1.30.16`
Chatbot API	`2.41.7`
Data Exchange API	`2.14.15`
MCP API	`1.18.24`
Lexi API	`1.13.3`
GenAI API	`1.4.14`

AI Hub provides multi-tenant AI services for matching, skills and job enrichment, career conversations, learning discovery and simulations.

Documentation by source domain¶

Domain	Functional documentation
Platform and `src/core`	Runtime map, architecture, configuration and authentication
`src/entity`	Users, opportunities, jobs, trainings and skills
`src/matching`	Endpoint catalogue, JOM, JPM, Talent Match Insight and Training Matching
`src/chatbot`	HTTP endpoints, agent orchestration and complete tool logic
`src/admin`	Administrator operations
`src/data_exchange`	Operational exchange endpoints
`src/genai`	GenAI overview, chat completions and model discovery
`src/skills_library`	Skill search
`src/talent_intelligence`	Inference, similarity and prompt workflows
`src/lexi`	Job and skill enrichment
`src/pwc_jom_compatibility`	Legacy PwC-compatible contracts
`src/mcp_server`	MCP transport and tools

For a first local launch, follow the Development Guide for setup, environment configuration and startup instructions.

The English documentation is generated from docs/ and mounted publicly at /docs/. Each FastAPI sub-application also has a public OpenAPI UI; protected business operations still enforce their own API-key or JWT dependency. See the application map for URLs.

Use the breadcrumbs to locate a page, the "On this page" sidebar to track your current section, and the address bar's updated anchor to share a section directly.

Supported runtime¶

Python 3.14 for development, CI and production;
FastAPI with MongoDB and Atlas Search/Vector Search;
LangChain and LangGraph for Oria;
OpenAI, Azure OpenAI, Anthropic and OVH provider integrations according to tenant configuration.

Exact package versions are defined in requirements.txt.