System Requirements
하드웨어 요구사항
최소 사양
| 항목 | 사양 |
|---|---|
| CPU | 8코어 이상 |
| RAM | 32GB 이상 |
| 스토리지 | SSD 500GB 이상 |
| GPU | NVIDIA GPU (CUDA 지원) |
| 네트워크 | 1Gbps 이상 |
Wait — corrected output below.
Hardware Requirements
Minimum Specifications
| Item | Specification |
|---|---|
| CPU | 8 cores or more |
| RAM | 32GB or more |
| Storage | SSD 500GB or more |
| GPU | NVIDIA GPU (CUDA support) |
| Network | 1Gbps or higher |
Recommended Specifications
| Item | Specification |
|---|---|
| CPU | 16 cores or more |
| RAM | 64GB or more |
| Storage | NVMe SSD 1TB or more |
| GPU | NVIDIA DGX Spark or equivalent |
| Network | 10Gbps |
info
PlantPulse AI is optimized to run even in low-spec GPU environments such as NVIDIA DGX Spark.
Software Requirements
| Item | Version |
|---|---|
| OS | RHEL 8/9, Rocky Linux 8/9, Ubuntu 22.04+ |
| Java | JDK 21 |
| Python | 3.11+ |
| CUDA | 12.0+ (when using a GPU) |
Network Requirements
PlantPulse AI uses the following ports. These ports must be allowed in your firewall policy.
Ports Requiring External Access
| Port | Service | Description |
|---|---|---|
| 80 / 443 | AI Chat Web | Web chat interface (the only externally exposed service) |
Internal Communication Ports
| Port | Service | Description |
|---|---|---|
| 4000 | LiteLLM | LLM proxy server (chat LLM gateway) |
| 5432 | PostgreSQL | Relational database |
| 6333 | Qdrant | Vector database |
| 6379 | Valkey (Redis) | Cache server |
| 7114 | LightRAG | RAG search server + document management WebUI |
| 7687 | Neo4j Bolt | Graph database |
| 8970 | TimeSeries | Time series analysis service |
| 9000/9001 | MinIO | Object storage |
| 9042 | Cassandra | Time series database |
info
MCP and ontology tools are provided by the PlantPulse platform's server-web integrated MCP (/api/v5/mcp) (the former standalone MCP Server 50000 and Ontology 8888 services have been archived).
PlantPulse IIoT Server Integration
PlantPulse AI accesses real-time data from the PlantPulse IIoT platform. The following connections are required:
| Item | Description |
|---|---|
| PlantPulse server | IIoT platform API server (HTTPS) |
| Cassandra cluster | Time series data store |
| PostgreSQL | PlantPulse metadata DB |
warning
The integrated MCP performs read-only access to the PlantPulse IIoT server. Write operations are not supported.