Adil/fix salman docs (#75)

* added the first set of docs for our technical docs

* more docuemtnation changes

* added support for prompt processing and updated life of a request

* updated docs to including getting help sections and updated life of a request

* committing local changes for getting started guide, sample applications, and full reference spec for prompt-config

* updated configuration reference, added sample app skeleton, updated favico

* fixed the configuration refernce file, and made minor changes to the intent detection. commit v1 for now

* Updated docs with use cases and example code, updated what is arch, and made minor changes throughout

* fixed imaged and minor doc fixes

* add sphinx_book_theme

* updated README, and make some minor fixes to documetnation

* fixed README.md

* fixed image width

---------

Co-authored-by: Salman Paracha <salmanparacha@MacBook-Pro-261.local>
Co-authored-by: Adil Hafeez <adil@katanemo.com>

docs/source/_config/function-calling-network-agent.yml

@@ -0,0 +1,41 @@
+version: "0.1-beta"
+listen:
+  address: 127.0.0.1 | 0.0.0.0
+  port_value: 8080 #If you configure port 443, you'll need to update the listener with tls_certificates
+
+system_prompts:
+  - name: network_assistant
+    content: You are a network assistant that just offers facts about the operational health of the network
+    
+llm_providers: 
+    - name: "OpenAI"
+      access_key: $OPEN_AI_KEY
+      model: gpt-4o
+      default: true
+
+prompt_targets:
+  - name: reboot_devices
+    description: >
+      This prompt target handles user requests to reboot devices. 
+      It ensures that when users request to reboot specific devices or device groups, the system processes the reboot commands accurately.
+
+      **Examples of user prompts:**
+
+      - "Please reboot device 12345."
+      - "Restart all devices in tenant group tenant-XYZ 
+      - "I need to reboot devices A, B, and C."
+
+    path: /agent/device_reboot
+    parameters:
+      - name: "device_ids"
+        type: list  # Options: integer | float | list | dictionary | set
+        description: "A list of device identifiers (IDs) to reboot."
+        required: false
+      - name: "device_group"
+        type: string  # Options: string | integer | float | list | dictionary | set
+        description: "The name of the device group to reboot."
+        required: false
+
+prompt_endpoints:
+  - "http://127.0.0.2"
+  - "http://127.0.0.1"