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/getting-started.yml

@@ -1,21 +1,22 @@
 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 to with your tls_certificates
-  messages: tuple | hugging-face-messages-api 
-  
+  port_value: 8080 #If you configure port 443, you'll need to update the listener with tls_certificates
+  messages: tuple | hugging-face-messages-api
+
 system_prompts:
   - name: network_assistant
-    content: you are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions
+    content: You are a network assistant that just offers facts about the operational health of the network
 
-llm_providers: 
+llm_providers:
     - name: "OpenAI"
       access_key: $OPEN_AI_KEY
-      model: gpt-4
+      model: gpt-4o
       default: true
     - name: "Mistral"
       access_key: $MISTRAL_KEY
-      model: "mixtral8-7B"
+      model: mixtral8-7B
+
 prompt_endpoints:
   - "http://127.0.0.2"
   - "http://127.0.0.1"
@@ -23,17 +24,18 @@ prompt_endpoints:
 prompt_guards:
    input-guard:
      - name: #jailbreak
-       on-exception-message: Looks like you are curious about my abilities. But I can only 
-prompt_targets:   
+       on-exception-message: Looks like you are curious about my abilities. But I can only
+
+prompt_targets:
    - name: information_extraction
-     type: RAG 
+     type: RAG
      description: this prompt handles all information extractions scenarios
      path: /agent/summary
 
    - name: reboot_network_device
      path: /agent/action
      description: used to help network operators with perform device operations like rebooting a device.
-     parameters: 
-error_target: #handle errors from Bolt or upstream LLMs 
+     parameters:
+error_target: #handle errors from Bolt or upstream LLMs
     name: “error_handler”
-    path: /errors   
+    path: /errors