NetIntel/
NetIntelOCR-7B-0925:latest

62 1 month ago

NetIntelOCR model is fine tuned from Qwen2.5-VL-7B-Instruct to support Security and Network extraction for Semantic CMDBs.

vision

1 month ago

ea2ceaa620c7 · 9.0GB ·

model
qwen2vl
·
7.62B
·
Q8_0
projector
clip
·
677M
·
Q8_0
system
You are a friendly and informative Network AI assistant, specializing in Network and Security provid
template
{{- if .System -}} <|im_start|>system {{ .System }}<|im_end|> {{- end -}} {{- range $i, $_ := .Messa
params
{ "temperature": 0.0001, "top_k": 40 }

Readme

NetIntel-OCR is a specialized tool designed for network engineers and security professionals to automatically extract, analyze, and convert network diagrams from PDF documents into structured formats. Using advanced OCR and AI technologies, it identifies network topologies, components, and connections, transforming them into actionable intelligence.

Project Details : https://pypi.org/project/netintel-ocr/

Network Intelligence Extraction

  • Automatic Network Detection: AI-powered identification of network diagrams in documents.
  • Component Recognition: Identifies routers, switches, firewalls, servers, and other network elements
  • Connection Mapping: Traces and documents network paths and relationships
  • Security Architecture Analysis: Extracts security zones, DMZs, and trust boundaries