Key Features

Key Features of InspectRAG 🛠️

Single Sign-On (SSO): Users log in once using OpenID, gaining access to multiple systems, including InspectRAG, without repeated authentication.
LDAP Integration with Active Directory: OpenID can use LDAP to import users, roles, and groups directly from Active Directory (AD), ensuring seamless role-based access control.
Centralized Identity Management: Integrates with your organization’s identity provider to manage users efficiently.

Real-Time Role Syncing: Fetches user roles, groups, and permissions from Active Directory (AD) using OpenID’s LDAP integration.
Granular Access Control: Assigns permissions at multiple levels, ensuring users access only what is relevant to their roles.
Support for Nested Roles: Enables hierarchical access levels for more complex permission structures.

Upload Files Directly via Chat 💬: Users can upload documents in chat and query them immediately within the platform.
SharePoint Integration: Configure InspectRAG to enable SharePoint usability, granting access to both uploaded files and SharePoint documents.
Automatic File Sync: Ensures the vector database remains updated in real time, reflecting the latest changes.

Dynamic Role Matching: When a user sends a query, InspectRAG matches their roles, groups, or username with the file permissions, creator, and access roles defined in SharePoint to ensure secure access to file-specific content.
Permission-Based Responses:
If access is granted for the requested context, the AI returns relevant information from the files.
If access is denied for file-specific information:
- For general queries not tied to specific files, the AI provides a general response based on available open information.
- For queries specific to restricted files, the AI responds in a neutral, context-less manner. For example:
- If a user asks about a restricted report, the response might be:
  "Without specific details, it's challenging to provide an exact answer. Reports vary widely depending on the scope and purpose."
- Or, for a query about a restricted person in context, it might say:
  "There are many individuals with that name. Could you clarify further?"

This approach subtly limits responses without disclosing restricted access, keeping interactions seamless yet secure.

Metadata Storage: Each document chunk includes:
file_id: Unique identifier for the document.
creator: User who created the document.
permissions: Roles or groups with access rights.
digest: Hash to detect content changes.
Fast Queries: Stores document embeddings with metadata for high-speed querying.
Delta Queries: Tracks incremental changes to ensure data consistency.

Cloud and On-Premise Support: Works seamlessly with both SharePoint Online and On-Prem environments.
Event Receivers for On-Prem: Monitors changes in files and triggers updates in InspectRAG.
Webhooks for SharePoint Online: Notifies InspectRAG when files are updated, ensuring real-time synchronization.

Detailed Logs: Tracks all queries, access attempts, and file modifications.
Real-Time Alerts: Notifies administrators of suspicious activities.

Hybrid Deployment: Supports both cloud and on-premise environments.
Scalable and Flexible: Adapts to the needs of growing organizations.
Future-Ready: Built to handle emerging technologies and infrastructure changes.

File Upload via Chat 💬: Users can upload and query documents within chat for a seamless workflow.
Integrated Workflows: Manage uploads, queries, and retrievals on a single platform.
Instant Feedback: Users are notified immediately if they have access to a document or need to request additional permissions.