Internal Tools

Overview

Ansa is ideal for internal tools because:

Self-hosting — Keep all data on your infrastructure
Local LLMs — Use Ollama for complete privacy
API integrations — Connect to internal systems
User identification — Personalize based on employee data
Access control — Limit access to authorized users

Self-Hosting Setup

For internal deployments, self-host Ansa on your infrastructure:

Docker Deployment

# Clone the repository
git clone https://github.com/ansa/ansa.git
cd ansa

# Configure environment
cp .env.example .env
# Edit .env with your settings

# Start with Docker Compose
docker-compose up -d

Environment Variables

Key settings for internal use:

# Database
DATABASE_URL=postgresql://...

# Set deployment mode
ANSA_MODE=self-hosted

# Disable external analytics
DISABLE_TELEMETRY=true

# Configure allowed domains
ALLOWED_DOMAINS=internal.yourcompany.com

# Local LLM (Ollama)
OLLAMA_URL=http://localhost:11434

See Self-Hosting for complete setup guide.

Local LLMs with Ollama

For complete data privacy, use Ollama:

Setup Ollama

# Install Ollama
curl https://ollama.ai/install.sh | sh

# Pull a model
ollama pull llama3.2
ollama pull mistral

Configure in Ansa

Go to Agent Settings → Model
Select Ollama as provider
Choose your model (llama3.2, mistral, etc.)
Set the Ollama URL (default: http://localhost:11434)

Model Recommendations

Model	Use Case	Notes
Llama 3.2 8B	General assistant	Good balance
Llama 3.2 70B	Complex reasoning	Requires GPU
Mistral 7B	Fast responses	Lower resource usage
CodeLlama	Code-focused tasks	Best for dev tools

Ollama models don’t have native tool calling. Ansa uses a text-based JSON parsing fallback, which may be less reliable than Claude/GPT for complex tool use.

Internal API Integrations

Connect to your internal systems with HTTP tools:

HR System Integration

{
  "name": "lookup_employee",
  "description": "Look up employee information by name or email.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": { "type": "string", "description": "Employee name or email" }
    },
    "required": ["query"]
  },
  "executionType": "http",
  "httpUrl": "https://hr.internal.company.com/api/employees?q=${query}",
  "httpMethod": "GET",
  "httpHeaders": {
    "Authorization": "Bearer ${hr_api_key}",
    "X-Internal-Token": "${internal_token}"
  },
  "displayConfig": {
    "type": "product_card",
    "fieldMappings": {
      "title": "$.name",
      "subtitle": "$.department",
      "image": "$.avatar_url"
    }
  }
}

IT Ticketing System

{
  "name": "create_ticket",
  "description": "Create an IT support ticket for the user.",
  "executionType": "form",
  "formSchema": {
    "fields": [
      {
        "name": "category",
        "label": "Category",
        "type": "select",
        "options": [
          { "label": "Hardware", "value": "hardware" },
          { "label": "Software", "value": "software" },
          { "label": "Access", "value": "access" },
          { "label": "Network", "value": "network" }
        ]
      },
      {
        "name": "priority",
        "label": "Priority",
        "type": "select",
        "options": [
          { "label": "Low", "value": "low" },
          { "label": "Medium", "value": "medium" },
          { "label": "High", "value": "high" },
          { "label": "Critical", "value": "critical" }
        ]
      },
      {
        "name": "description",
        "label": "Describe the issue",
        "type": "textarea"
      }
    ],
    "submitLabel": "Create Ticket",
    "successMessage": "Ticket created! You'll receive an email with the ticket number."
  },
  "formPostActions": [
    {
      "type": "webhook",
      "url": "https://jira.internal.company.com/api/issues",
      "headers": {
        "Authorization": "Bearer ${jira_token}"
      }
    }
  ]
}

Internal Database Query

{
  "name": "query_inventory",
  "description": "Check inventory levels for a product or part.",
  "executionType": "http",
  "httpUrl": "https://inventory.internal.company.com/api/items?sku=${sku}",
  "httpMethod": "GET",
  "displayConfig": {
    "type": "table",
    "options": {
      "columns": [
        { "key": "sku", "label": "SKU" },
        { "key": "name", "label": "Item Name" },
        { "key": "quantity", "label": "In Stock" },
        { "key": "location", "label": "Warehouse" }
      ]
    }
  }
}

Employee Identification

Identify employees for personalized assistance:

// After SSO/LDAP login
window.ansa.identify({
  userId: 'emp_12345',
  userMetadata: {
    name: 'Jane Smith',
    email: 'jane.smith@company.com',
    department: 'Engineering',
    role: 'Senior Developer',
    manager: 'John Doe',
    location: 'NYC Office',
    startDate: '2022-03-15'
  }
});

import { identifyUser } from '@ansa-so/sdk';

identifyUser({
  userId: 'emp_12345',
  userMetadata: {
    name: 'Jane Smith',
    email: 'jane.smith@company.com',
    department: 'Engineering',
    role: 'Senior Developer'
  }
});

The agent can then:

Greet employees by name
Know their department and role
Pre-fill forms with employee info
Provide relevant information based on role

Pre-filling Forms

Use employee data in form defaults:

{
  "name": "email",
  "label": "Email",
  "type": "email",
  "defaultValue": "{{user.email}}",
  "disabled": true
}

Access Control

Domain Restrictions

Limit widget to internal domains:

ALLOWED_DOMAINS=internal.company.com,intranet.company.com

Security Settings

Configure in Settings → Security: Security settings

Allowed Domains — Only show widget on these domains
Rate Limits — Prevent abuse
IP Whitelist — Restrict to office/VPN IPs (if supported)

Use Cases for Internal Tools

IT Help Desk

Answer common IT questions from internal docs
Create tickets for issues that need human help
Look up asset information
Reset password requests (with proper auth)

HR Assistant

Answer policy questions
Look up employee directory
Submit time-off requests
Onboarding information for new hires

Sales Operations

Look up customer information from CRM
Check pricing and inventory
Generate quotes
Find case studies and collateral

Engineering Support

Search internal documentation
Look up service status
Create bug reports
Find code examples and patterns

Knowledge Base for Internal Docs

Indexing Internal Content

Source	How to Index
Confluence	Export to PDF, upload as files
Notion	Export workspace, upload markdown
SharePoint	Export documents, upload as files
Internal Wiki	Web crawl if accessible, or export
Google Docs	Export as PDF, upload

Sensitive Information

Be careful about what you index. The AI will use any indexed content to answer questions. Avoid indexing:

Salary/compensation data
Personal employee information
Security credentials
Confidential business strategy

Getting Started

User Guides

Use Cases

Developer Guides

Tools & Forms

Integrations

API Reference

Support

Internal Tools

Overview

Self-Hosting Setup

Docker Deployment

Environment Variables

Local LLMs with Ollama

Setup Ollama

Configure in Ansa

Model Recommendations

Internal API Integrations

HR System Integration

IT Ticketing System

Internal Database Query

Employee Identification

Pre-filling Forms

Access Control

Domain Restrictions

Security Settings

Use Cases for Internal Tools

IT Help Desk

HR Assistant

Sales Operations

Engineering Support

Knowledge Base for Internal Docs

Indexing Internal Content

Sensitive Information

See Also

​Overview

​Self-Hosting Setup

​Docker Deployment

​Environment Variables

​Local LLMs with Ollama

​Setup Ollama

​Configure in Ansa

​Model Recommendations

​Internal API Integrations

​HR System Integration

​IT Ticketing System

​Internal Database Query

​Employee Identification

​Pre-filling Forms

​Access Control

​Domain Restrictions

​Security Settings

​Use Cases for Internal Tools

​IT Help Desk

​HR Assistant

​Sales Operations

​Engineering Support

​Knowledge Base for Internal Docs

​Indexing Internal Content

​Sensitive Information

​See Also

Overview

Self-Hosting Setup

Docker Deployment

Environment Variables

Local LLMs with Ollama

Setup Ollama

Configure in Ansa

Model Recommendations

Internal API Integrations

HR System Integration

IT Ticketing System

Internal Database Query

Employee Identification

Pre-filling Forms

Access Control

Domain Restrictions

Security Settings

Use Cases for Internal Tools

IT Help Desk

HR Assistant

Sales Operations

Engineering Support

Knowledge Base for Internal Docs

Indexing Internal Content

Sensitive Information

See Also