Offline-First AI Knowledge Base

IntraMind

What is IntraMind?

IntraMind is a local intelligence system that transforms an organization's internal documents — PDFs, Word files, reports, and even scanned papers — into a smart, searchable knowledge network.

It runs securely inside the company's own network (LAN), ensuring full data privacy while delivering AI-powered answers and insights in real time.

Why It Matters

Private

Runs inside your local servers; no data ever leaves the network.

Fast

Delivers results instantly, even when completely offline.

Smart

Combines powerful document retrieval with AI-driven reasoning.

Adaptable

A single solution for colleges, corporate offices, R&D labs, and government departments.

System Architecture

Documents

Ingestion

Embeddings

Vector DB

Query

LLM

Response

Architecture Components

Document Ingestion

Supports PDF, DOCX, images, and scanned documents with OCR

Smart Retrieval

Vector embeddings and semantic search for accurate context

Local Storage

All data stored securely on your infrastructure

Local LLM

Runs models like Llama 3, Mistral via Ollama

Privacy First

Zero external API calls, complete data sovereignty

LAN Deployment

Deploy on your internal network infrastructure

Quick Start

Installation

# Clone the repository
$ git clone https://github.com/crux-ecosystem/IntraMind-Showcase.git
$ cd IntraMind-Showcase
# Install dependencies
$ pip install -r requirements.txt
# Start IntraMind
$ python main.py

Configuration

config.yaml

1# IntraMind Configuration
2model:
3  embedding: "all-MiniLM-L6-v2"
4  llm: "llama3"
5  
6storage:
7  vector_db: "chromadb"
8  documents_path: "./documents"
9  
10server:
11  host: "0.0.0.0"
12  port: 8080
13  lan_only: true

Use Cases

Educational Institutions

Search through research papers, course materials, and administrative documents instantly.

Examples:

Library management
Research assistance
Course material search

Corporate Offices

Access company policies, reports, and internal documentation with AI-powered search.

Examples:

Policy lookup
Report analysis
Knowledge management

R&D Laboratories

Query technical documents, research papers, and experimental data securely.

Examples:

Patent search
Literature review
Data analysis

Government Departments

Secure document management and retrieval for sensitive information.

Examples:

Compliance checks
Document retrieval
Policy analysis

# Clone the repository

$ git clone https://github.com/crux-ecosystem/IntraMind-Showcase.git

$ cd IntraMind-Showcase

# Install dependencies

$ pip install -r requirements.txt

# Start IntraMind

$ python main.py

1# IntraMind Configuration

2model:

3 embedding: "all-MiniLM-L6-v2"

4 llm: "llama3"

6storage:

7 vector_db: "chromadb"

8 documents_path: "./documents"

10server:

11 host: "0.0.0.0"

12 port: 8080

13 lan_only: true