---
title: "Semantica Ingest - Air Market"
description: "Your data sits in files, databases, APIs and streams, and none of it is joined up. This brings those sources into Semantica knowledge graphs, matching incoming fields to your structure and connecting…"
canonical: "https://airmarket.ai/app/ingest"
---

[Air Market](/) / [Data & Analytics](/category/data) / Semantica Ingest

Skill by [Semantica](/@semantica-agi)

# Semantica Ingest

Get your scattered data into one connected graph

## What this does

Your data sits in files, databases, APIs and streams, and none of it is joined up. This brings those sources into Semantica knowledge graphs, matching incoming fields to your structure and connecting mentions of the same thing. Reach for it when you want one place to ask questions of instead of four.

### Top 3 things it does for you

- Load files into a knowledge graph
- Bring in data from a database or an API
- Feed a live stream into the graph

## Information

**Semantica Ingest at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Semantica](/@semantica-agi) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 899 bytes |
| Licence | MIT |
| Repository | [semantica-agi/semantica](https://github.com/semantica-agi/semantica/tree/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/ingest) |
| GitHub stars | 10,616 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Semantica Ingest and flagged nothing. AIR's verdict: **safe**.

**What Semantica Ingest's check was run against**

|  |  |
| --- | --- |
| Commit | 936871ef6d4abfab6f53062746a176bf5a679b5d |
| Content hash | 82599fc060ff7261eb6a8b69e08c1a8858af43760ac69af4d111e74e02e10c18 |
| Files read | [Browse the files at this exact commit](https://github.com/semantica-agi/semantica/blob/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/ingest/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Semantica Ingest](/security/ingest)

## About Semantica Ingest

This skill moves data into Semantica knowledge graphs. The sources it handles are files, databases, APIs and streams.

Along the way it maps incoming data onto your schema and links entities, so what arrives fits the graph rather than sitting beside it.

## What's inside

- SKILL.md - instructions

## Questions

### Is Semantica Ingest safe to install?

AIR scanned this exact version of Semantica Ingest and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 936871ef6d4a, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/ingest.

### How do I install Semantica Ingest?

Open https://airmarket.ai/app/ingest on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/semantica-agi/semantica/tree/936871ef6d4abfab6f53062746a176bf5a679b5d/plugins/skills/ingest. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by Semantica](/@semantica-agi)

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Canonical URL: <https://airmarket.ai/app/ingest>