Knowledge Service

The Knowledge Service serves as the default service for intelligent search and retrieval of contextual data. Its primary purpose is to support Retrieval Augmented Generation (RAG) workflows. Key features include support for various search methods such as semantic (vector), keyword (full text), and hybrid search, along with filtering capabilities via metadata. It exposes its data retrieval capabilities to agents via the MCP protocol.

Environment URLs	Dev: kb.dev.trimble-ai.com Stage: kb.stage.trimble-ai.com Prod: kb.ai.trimble.com
API Docs	developer.stage.trimble-ai.com/#kb
Repository	github.com/Trimble-Agentic/agentic-knowledge-svc
Tech Stack	Python, FastAPI, Pydantic
Database	MongoDB