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Semantica avatar

Semantica

Python framework for building context and knowledge graphs with provenance

  • Agent frameworks and tools
  • Data and spreadsheets
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What it is

Semantica is a Python library that ingests enterprise data, extracts entities and relationships, and builds knowledge graphs and context graphs that AI agents can query. It supports RDF and property-graph storage, OWL/SHACL/SKOS ontologies, graph analytics, rule-based reasoning, and records decision provenance and audit trails. AI platform and data teams in regulated fields use it as a self-managed semantic layer under their LLMs and vector stores, with LLM use optional and vendor-neutral.

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Facts

Stars
14,151 GitHub stars.
14,151

Forks
1,757
Commits
3,164
Contributors
129
Language
Python
License
MIT
Last commit
Oct 20, 2026
On GitHub since
June 2025
First release
November 2025
Platforms
library
Self-hostable
No
Alternative to
Palantir
Tags
  • semantic-search
  • ai-memory
  • context-engineering
  • rag
  • knowledge-graph

Last synced from GitHub on Oct 20, 2026

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What people are saying

Updated Oct 21, 2026
  • Hacker NewsSemantica, the Open Source Palantir for AI AgentsAug 19, 2026 · 12 points · 0 comments (opens Hacker News in a new tab)
  • Bluesky“What are your #experiences with #semantica? Worth a shot for #GraphRAG or better use separate libraries? Seems to work with #Neo4j. Thanks for the exchange…”Sep 18, 2026 · 2 likes · 0 replies (opens Bluesky in a new tab)
  • Hacker NewsAn open-source knowledge graph for traceable AI decisionsAug 14, 2026 · 2 points · 0 comments (opens Hacker News in a new tab)
  • Bluesky“Graph-Native Infrastructure for Context and Accountable AI Systems.”Aug 23, 2026 · 1 like · 0 replies (opens Bluesky in a new tab)
  • Bluesky“semantica Graph-Native Infrastructure for Context and Accountable AI Systems.”Aug 18, 2026 · 1 like · 0 replies (opens Bluesky in a new tab)
  • Bluesky“I found this interesting GitHub project on modular context and knowledge graph building for explainable, auditable AI workflows. See link below. #opensource…”Aug 13, 2026 · 1 like · 0 replies (opens Bluesky in a new tab)
  • Bluesky“Semantica's strongest idea is that auditability starts before the model answers. If you want a regulator-grade why, you need entity resolution, ontology…”Oct 2, 2026 · 0 likes · 0 replies (opens Bluesky in a new tab)
  • Bluesky“Semantica, the Open Source Palantir for AI Agents Discussion”Aug 20, 2026 · 0 likes · 0 replies (opens Bluesky in a new tab)