blackshim/NEXUS_black
Agentic RAG platform that builds domain-expert AIs from your documents
Platform-specific configuration:
{
"mcpServers": {
"NEXUS_black": {
"command": "npx",
"args": [
"-y",
"NEXUS_black"
]
}
}
}Add the config above to .claude/settings.json under the mcpServers key.
<p align="center"> <h1 align="center">NEXUS</h1> <p align="center"> <strong>Agentic RAG platform that builds domain-expert AIs from your documents</strong> </p> <p align="center"> <a href="LICENSE"></a> </p> </p>
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NEXUS is an Agentic RAG platform that transforms your organization's documents and domain knowledge into a domain-expert AI.
For non-technical users: Upload your work process documents and domain knowledge spreadsheets, and NEXUS creates an AI expert that answers questions with sources and accuracy.
For technical users: A hybrid search (Dense+Sparse) + ONNX reranking + MCP-based tool orchestration platform with NFD (Nurture-First Development) architecture, where conversation experiences automatically crystallize into structured knowledge.
| Aspect | Conventional RAG | NEXUS | |--------|-----------------|-------| | Input | Documents | Work processes + Domain data + Documents | | Output | Search results | Domain-expert AI | | Behavior | "Upload docs, get search results" | "Upload process + data, get an expert AI" | | Growth | Manual re-indexing on doc updates | Auto-growth via conversations (experience becomes knowledge) | | Knowledge | Static documents | Experience accumulation + automatic promotion | | Domain Scaling | Code changes required | Just swap inputs via Domain Builder |
Input: process.md + domain_knowledge.xlsx + document folder
↓ (Domain Builder: 6-phase automatic pipeline)
Output: Domain-optimized AI expert---
NEXUS is
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