The daily routine of an IT professional remains largely reactive. A lot of time and budget is spent responding to tickets, limiting the time that we spend creating systems that drive growth and ...
This project demonstrates a fully containerized, observable, multi-agent Text-to-SQL architecture, built around LangGraph, FastAPI, PostgreSQL + pgvector, and OpenTelemetry. Natural-language questions ...
agent-farm/ ├── src/agent_farm/ # Main Python package │ ├── main.py # Entry point, MCP server initialization │ ├── spec_engine.py # Spec Engine class (central component) │ ├── orgs.py # Organization ...
Abstract: We introduce Semantic Relational Types (SRT), an extension to the relational type system that enriches traditional SQL data types with semantic annotations. SRT provides LLMfriendly type ...
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