A study space on AI agents.

Notes, experiments and open source code to understand how to build AI agents that actually reason. A personal laboratory open to anyone who wants to learn together.

Open SourceMIT LicensePersonal lab

What I do here

Study

Deep dives on AI agents, Knowledge Graphs, hybrid retrieval and emerging protocols. What I learn I write down, what I write down I publish.

Experimentation

Open source prototypes to test architectures, patterns and ideas. Runnable code, not just theory.

Dissemination

Technical books, articles and tutorials that make enterprise-grade techniques accessible to self-taught learners.

Community

An open space: anyone who wants to read, discuss or contribute is welcome. No roles, no memberships.

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  • Deep dives on Knowledge Graphs, Graph-RAG, MCP and AI agents
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Projects

Open-source projects from the studio: opendata-ai (civic open data), mcp-geo-server (GeoServer in natural language) and knowledge-graph (companion to the book "AI that Reasons"). More repositories will be published progressively.

In Development

opendata-ai

Conversational access to Italian and European open data: an AI backend fans out across CKAN, ISTAT/Eurostat/OECD (SDMX), OpenCoesione, OpenStreetMap and ISPRA, measures an entity’s open-data maturity (ODM 2025) and turns it into projects for the territory — citing only official sources.

PythonFastAPIFastMCPA2AClaude / OllamaNext.js 15PostGIS
Open the project
In Development

knowledge-graph

Companion project of the book "AI that Reasons". Knowledge graph with ingestion pipelines, hybrid retrieval (vector + graph), web UI and multi-agent orchestration.

PythonFastAPILangGraphNeo4jRedisFastMCPNext.js 15
View repo
In Development

mcp-geo-server

Intelligent MCP server to drive GeoServer in natural language (Microsoft Agent Framework): a chat + map UI resolves a request to the right layers and renders them with a thematic legend. Idempotent shapefile bootstrap into PostGIS, config-driven thematic SLD styles and a domain-agnostic catalog. Native arm64/amd64 Docker stack.

PythonMicrosoft Agent FrameworkFastAPIGeoServerPostGISLeafletClaude / OllamaDocker
View repo