Neumann
Unified relational, graph, and vector database querying
All Skills in This Repository (8)
Pure Emerald Level Indicators
Shadylukinneumann-vector
Build HNSW vector indexes and run similarity queries with COSINE, EUCLIDEAN, and DOT_PRODUCT metrics.
Shadylukinneumann-client
Connect Rust, Python, and TypeScript apps to Neumann via gRPC for queries and vector operations.
Shadylukinneumann-troubleshoot
Diagnose Neumann errors, performance problems, and cluster faults.
Shadylukinneumann-graph
Model and query directed property graph data with Neumann's graph engine.
Shadylukinneumann-schema
Design Neumann data models combining relational tables, graph nodes, and vector embeddings.
Shadylukinneumann-migrate
Migrate data from relational, document, graph, and vector sources into Neumann.
Shadylukinneumann-deploy
Deploy Neumann clusters and single-node instances across Docker Compose and Kubernetes.
Shadylukinneumann-query
Write Neumann database queries across relational, graph, vector, and unified engines.
Frequently Asked Questions
FAQPage SchemaHow to install Neumann?▼
Run `npx skills add Shadylukin/Neumann --all -g -y` in your terminal to install all skills in this suite globally.
What is Neumann database used for?▼
Neumann is a multi-model database that stores relational tables, graph relationships, and vector embeddings in one system. It lets you run a single query that combines SQL filters, graph traversal, and similarity search.
How to combine vector search and graph traversal?▼
Use commands like SIMILAR with CONNECTED TO to restrict similarity results to graph neighbors, or NEIGHBORS with BY SIMILARITY to rank connected nodes by vector distance. The skills in this suite show the exact syntax and common pitfalls.
Can I migrate from PostgreSQL or Neo4j to Neumann?▼
Yes. The migration skill maps tables, documents, graph data, and vectors from PostgreSQL, MySQL, MongoDB, Neo4j, Pinecone, and Redis into Neumann with batch import commands and verification steps.
Does Neumann work with Python and TypeScript?▼
Yes. Official SDKs exist for Rust, Python, and TypeScript, all connecting over gRPC on port 9200 with the same query language across every client.
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