semantica/docs/community-projects.md at 3b637ea14079930ee73a64458e39e3cb421a70c3

mirror of https://github.com/semantica-agi/semantica.git synced 2026-09-13 04:04:09 +00:00

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KaifAhmad1andClaude Sonnet 4.6 946a1089c8 docs: premium redesign — Mintlify v4, dark/cream theme, full module coverage

- Migrate from mint.json to docs.json (Mintlify v4)
- Theme: maple, emerald green + near-black dark / cream light palette
  (#059669 primary, #0A0A0A dark bg, #FAF7F0 light bg)
- Typography: Lexend headings, Inter body
- 5-tab navigation: Documentation, Quick Start, API Reference, Cookbook, FAQ
- Homepage: removed badge stickers, redundant h2, added blockquote tagline,
  full 27-module reference table with semantica.mcp_server added
- quickstart.md: CodeGroup per pipeline step, pattern vs LLM options,
  AccordionGroup for patterns and troubleshooting
- faq.md: full AccordionGroup structure across 5 sections
- reference/explorer.md: NEW — FastAPI explorer, Ontology Hub, Distance
  Intelligence, CLI reference, REST API endpoints
- reference/mcp_server.md: NEW — MCP stdio server, 12 tools with I/O
  examples, 3 resources, Claude Desktop/VS Code/Windsurf/Cline config
- docs.json: explorer added to Output group, mcp_server to Utilities group
- Chat, feedback (thumbs/suggest/raise), OG/Twitter metadata, search topbar
- All reference pages reformatted with Mintlify JSX components

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-05-22 21:52:50 +05:30

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title, description, icon

title	description	icon
Community Projects	Projects and integrations built by the Semantica community.	people-group

Projects and integrations from the Semantica community.

Have a project using Semantica? [Submit it on GitHub](https://github.com/Hawksight-AI/semantica/issues/new) — we'd love to feature it here.

Projects Using Semantica

Research and Academia

Academic literature analysis and citation graph construction
Biomedical analysis and drug discovery knowledge graphs
Social network analysis and community detection

Enterprise and Industry

Business intelligence and corporate knowledge bases
Cybersecurity and threat intelligence
Healthcare and medical record processing
Finance, trading, and fraud detection

Integrations

Vector Databases — Weaviate, Qdrant, FAISS, Milvus, Pinecone, pgvector

Graph Databases — Neo4j, FalkorDB, Apache AGE

LLM Providers — OpenAI, Anthropic, Groq, Google Gemini, Ollama, HuggingFace, DeepSeek, Novita AI

NLP Libraries — spaCy, NLTK, Sentence Transformers

Community Extensions

Custom entity extractors for domain-specific use cases
Specialized export formats for various industries
Integration adapters for popular data sources
Enhanced visualization tools and dashboards

How to Contribute

See the Contributing Guide for full details.

Submit code, docs, or tests. Report bugs or request features.

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