Get routing information from a network device.

Get logs from a network device.

Get interface information from a network device.

Get MPLS information from a network device.

Get VPN/VRF information from a network device.

Get information about all available devices in the inventory.

Returns: A dictionary containing a list of all devices with their name, IP address, and network OS (sensitive authentication data is redacted for security)

Retrieve a comprehensive device profile summarizing the core service provider role and key protocol features for a network device.

This function queries the device using gNMI and analyzes its configuration to determine:

• If MPLS is enabled (is_mpls_enabled)

• If ISIS is enabled (is_isis_enabled)

• If BGP L3VPN is enabled (is_bgp_l3vpn_enabled)

• If the device is acting as a BGP Route Reflector (is_route_reflector)

• If any non-default VPN/VRF has BGP IPv4 Unicast enabled (has_vpn_ipv4_unicast_bgp)

• The overall device role (role): PE, P, RR, CE, or IGP-only

The resulting profile is essential for automation, troubleshooting, and intent-based operations in service provider networks. It allows higher-level systems (including LLMs) to:

• Dynamically adjust what data to query (e.g., only look for VPNs on PE routers, ignore VPNs on P routers, avoid interface queries in VPNs on RRs, etc.)

• Make topology-aware decisions and recommendations

• Filter or target operational commands based on device function

• Provide context-aware diagnostics and explanations

Example output for a PE device: { "is_mpls_enabled": true, "is_isis_enabled": true, "is_bgp_l3vpn_enabled": true, "is_route_reflector": false, "has_vpn_ipv4_unicast_bgp": true, "role": "PE" }

Retrieve structured system-level information from a network device via gNMI.

Returns key attributes such as hostname, software version, timezone, memory, gRPC server config, logging, users, boot time, and uptime. Useful for inventory, monitoring, and diagnostics.

Retrieve the full L3 IP-only direct connection list for all devices in the network inventory (excluding management interfaces).

This function returns a detailed list of all discovered L3 IP direct connections (edges) in the network topology graph. Each connection describes a direct L3 IP connectivity between two devices, including interface names, IP addresses, and the shared network segment. The output is suitable for LLMs and automation tools to reason about network structure, connectivity, and path computation.

Get direct neighbors of a specified device.