AAP-43385: On-prem: Automate provision and related configuration changes

config/crd/bases/aiconnect.ansible.com_ansibleaiconnects.yaml

@@ -61,6 +61,30 @@ spec:
               chatbot_image_version:
                 description: Chatbot API container image tag or version to use
                 type: string
+              chatbot_rag_db_image:
+                description: Registry path to Chatbot RAG database container image to use
+                type: string
+              chatbot_rag_db_image_version:
+                description: Chatbot RAG database container image tag or version to use
+                type: string
+              chatbot_mcp_gateway_image:
+                description: Registry path to AAP Gateway MCP server container image to use
+                type: string
+              chatbot_mcp_gateway_image_version:
+                description: AAP Gateway MCP server container image tag or version to use
+                type: string
+              chatbot_mcp_controller_image:
+                description: Registry path to AAP Controller MCP server container image to use
+                type: string
+              chatbot_mcp_controller_image_version:
+                description: AAP Controller MCP server container image tag or version to use
+                type: string
+              chatbot_mcp_lightspeed_image:
+                description: Registry path to AAP Lightspeed MCP server container image to use
+                type: string
+              chatbot_mcp_lightspeed_image_version:
+                description: AAP Lightspeed MCP server container image tag or version to use
+                type: string
               additional_labels:
                 description: Additional labels defined on the resource, which should be propagated to child resources
                 type: array

config/manifests/bases/ansible-ai-connect-operator.clusterserviceversion.yaml

@@ -53,6 +53,38 @@ spec:
         path: chatbot_image_version
         x-descriptors:
         - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: Chatbot RAG database container image
+        path: chatbot_rag_db_image
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: Chatbot RAG database container image Version
+        path: chatbot_rag_db_image_version
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: AAP Gateway MCP server container image
+        path: chatbot_mcp_gateway_image
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: AAP Gateway MCP server container image Version
+        path: chatbot_mcp_gateway_image_version
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: AAP Controller MCP server container image
+        path: chatbot_mcp_controller_image
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: AAP Controller MCP server container image Version
+        path: chatbot_mcp_controller_image_version
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: AAP Lightspeed MCP server container image
+        path: chatbot_mcp_lightspeed_image
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
+      - displayName: AAP Lightspeed MCP server container image Version
+        path: chatbot_mcp_lightspeed_image_version
+        x-descriptors:
+        - urn:alm:descriptor:com.tectonic.ui:advanced
       - displayName: Additional labels defined on the resource, which should be propagated
           to child resources
         path: additional_labels

docs/using-external-configuration-secrets.md

@@ -88,10 +88,8 @@ stringData:
   chatbot_url: <Chatbot LLM URL>
   chatbot_model: <Chatbot model name>
   chatbot_token: <Chatbot LLM access token>
-  chatbot_llm_provider_type: <Chatbot LLM provider type>
-  chatbot_llm_provider_project_id: <Chatbot LLM provider project id>
-  chatbot_context_window_size: <Chatbot LLM context window size>
-  chatbot_temperature_override: <Chatbot LLM temperature parameter>
+  aap_gateway_url: <AAP Gateway URL>
+  aap_controller_url: <AAP Controller URL>
 type: Opaque
 ```
 **Required Parameters**
@@ -100,38 +98,21 @@ type: Opaque
 * `chatbot_model`
 * `chatbot_token`
 
-**Optional Parameters**
+**Parameter combinations**
 
-Both `chatbot_llm_provider_type` and `chatbot_context_window_size` are optional. If either is omitted, the
-following default values will be used:
+Providing `aap_gateway_url` and/or `aap_controller_url` affect how the Chatbot is provisioned.
 
-* `chatbot_llm_provider_type`: `rhoai_vllm`
-* `chatbot_context_window_size`: `128000`
+If none of these parameters are provided no MCP servers will be provisioned or registered with the underlying LLM's tool runtime.
 
-When `chatbot_llm_provider_type` is set to `watsonx`,
-`chatbot_llm_provider_project_id` is required to set to your watsonx.ai project ID.
+If only `aap_gateway_url` is set the following MCP server will be provisioned:
+- Ansible Lightspeed Service MCP server.
+  - Authentication will attempt to use the JWT token associated with the User's authenticated context.
 
-`chatbot_temperature_override` is also optional.  It is provided for 
-following Open AI models that do not support the default temperature setting used for
-other Open AI models:
-
-* `o1`
-* `o3-mini`
-* `o4-mini`
-
-When one of these models is used, set `chatbot_temperature_override` to `null`,
-which disables the default temperature setting.
-
-
-**_Azure AI_ Parameters**
-
-In case of using the _Azure AI_ model provider, please also ensure the following required parameters are properly set:
-* `chatbot_llm_provider_type`: `azure_openai`
-* `chatbot_url`: `<<Azure AI project serving URL>>`
-* `chatbot_model`: `<<Azure AI model name>>`
-* `chatbot_token`: `<<Azure AI access token>>`
-* `chatbot_azure_deployment_name`: `<<Azure AI [deployment name](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/create-resource?pivots=web-portal#deploy-a-model)>>`
-* `chatbot_azure_api_version`: `<<Optional - Azure AI API version>>`
+If `aap_gateway_url` and `aap_controller_url` are set the following MCP servers will be provisioned:
+- AAP Controller Service MCP server
+  - Authentication will attempt to use either the JWT token associated with the User's authenticated context.
+- Ansible Lightspeed Service MCP server
+  - Authentication will attempt to use either the JWT token associated with the User's authenticated context.
 
 ## Troubleshooting
 

roles/chatbot/defaults/main.yml

@@ -7,9 +7,21 @@
 api_version: 'aiconnect.ansible.com/v1alpha1'
 deployment_type: 'ansible-ai-connect'
 
-_chatbot_image: quay.io/ansible/ansible-chatbot-service
+# Chatbot container image
+_chatbot_image: quay.io/ansible/ansible-chatbot-stack
 _chatbot_image_version: "{{ lookup('env', 'DEFAULT_CHATBOT_AI_CONNECT_VERSION') or 'latest' }}"
 
+# Chatbot RAG database container images
+_chatbot_rag_db_image: quay.io/ansible/aap-rag-content
+_chatbot_rag_db_image_version: "{{ lookup('env', 'DEFAULT_CHATBOT_RAG_DB_VERSION') or 'latest' }}"
+
+# Chatbot MCP Server container images
+_chatbot_mcp_gateway_image: quay.io/ansible/ansible-mcp-gateway
+_chatbot_mcp_gateway_image_version: "{{ lookup('env', 'DEFAULT_CHATBOT_MCP_GATEWAY_VERSION') or 'latest' }}"
+_chatbot_mcp_controller_image: quay.io/ansible/ansible-mcp-controller
+_chatbot_mcp_controller_image_version: "{{ lookup('env', 'DEFAULT_CHATBOT_MCP_CONTROLLER_VERSION') or 'latest' }}"
+_chatbot_mcp_lightspeed_image: quay.io/ansible/ansible-mcp-lightspeed
+_chatbot_mcp_lightspeed_image_version: "{{ lookup('env', 'DEFAULT_CHATBOT_MCP_LIGHTSPEED_VERSION') or 'latest' }}"
 # ========================================
 
 

roles/chatbot/tasks/deploy_chatbot_api.yml

@@ -1,17 +1,15 @@
 ---
-- name: Apply Chatbot ConfigMap resources
-  kubernetes.core.k8s:
-    apply: yes
-    definition: "{{ lookup('template', 'chatbot.configmap.yaml.j2') }}"
-    wait: yes
-
 - name: Apply Chatbot deployment resources
   kubernetes.core.k8s:
     apply: yes
     definition: "{{ lookup('template', item + '.yaml.j2') }}"
     wait: no
   loop:
+    - 'chatbot.pvc'
     - 'chatbot.service'
+    - 'chatbot.configmap_lightspeed_stack_config'
+    - 'chatbot.configmap_llama_stack_config'
+    - 'chatbot.configmap_system_prompt'
     - 'chatbot.deployment'
 
 - name: Check for Chatbot Pod
@@ -30,7 +28,7 @@
     - "chatbot_api_pod['resources'] | length"
     - "chatbot_api_pod['resources'][0]['status']['phase'] == 'Running'"
     - "chatbot_api_pod['resources'][0]['status']['containerStatuses'][0]['ready'] == true"
-  retries: 60
+  retries: 30
   delay: 5
 
 - name: Set the Chatbot API Pod name as a variable.

roles/chatbot/tasks/main.yml

@@ -8,6 +8,9 @@
   - name: Set AnsibleAIConnect's Chatbot service images
     ansible.builtin.include_tasks: set_images.yml
 
+  - name: Set AnsibleAIConnect and AnsibleAIConnect's Chatbot service URLs
+    ansible.builtin.include_tasks: set_service_urls.yml
+
   - name: Read AnsibleAIConnect's Chatbot secret
     ansible.builtin.include_tasks: read_chatbot_configuration_secret.yml
 

roles/chatbot/tasks/read_chatbot_configuration_secret.yml

@@ -43,82 +43,28 @@
       You must specify a 'chatbot_token' in your Secret.
   when: not _chatbot_config_resource["resources"][0]["data"].chatbot_token
 
-- name: Set Chatbot Configuration
+- name: Set Chatbot Token
   ansible.builtin.set_fact:
-    chatbot_config: '{{ _chatbot_config_resource }}'
+    chatbot_token: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_token | b64decode }}'
   no_log: "{{ no_log }}"
 
-- name: Set LLM provider type if it is defined in the config
+- name: Set AAP Gateway URL
   ansible.builtin.set_fact:
-    chatbot_llm_provider_type: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_llm_provider_type | b64decode }}'
+    _aap_gateway_url: '{{ _chatbot_config_resource["resources"][0]["data"].aap_gateway_url | b64decode }}'
   no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_llm_provider_type is defined
-
-- name: Validate watsonx.ai project ID if LLM provider type is set to "watsonx"
-  ansible.builtin.fail:
-    msg: |
-      You must specify a 'chatbot_llm_provider_project_id' in your Secret when 'chatbot_llm_provider_type' is set to 'watsonx'
   when:
-    - chatbot_llm_provider_type is defined
-    - chatbot_llm_provider_type == "watsonx"
-    - not _chatbot_config_resource["resources"][0]["data"].chatbot_llm_provider_project_id is defined
-
-- name: Set watsonx.ai project ID if it is defined in the config
-  ansible.builtin.set_fact:
-    chatbot_llm_provider_project_id: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_llm_provider_project_id | b64decode }}'
-  no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_llm_provider_project_id is defined
+    - _chatbot_config_resource["resources"][0]["data"].aap_gateway_url is defined
+    - _chatbot_config_resource["resources"][0]["data"].aap_gateway_url | length
 
-- name: Set context window size if it is defined in the config
+- name: Set AAP Controller URL
   ansible.builtin.set_fact:
-    chatbot_context_window_size: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_context_window_size | b64decode | int }}'
-  no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_context_window_size is defined
-
-- name: Set LLM temperature parameter override if it is defined in the config
-  ansible.builtin.set_fact:
-    chatbot_temperature_override: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_temperature_override | b64decode }}'
-  no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_temperature_override is defined
-
-- name: Set Azure AI deployment name if it is defined in the config
-  ansible.builtin.set_fact:
-    chatbot_azure_deployment_name: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_azure_deployment_name | b64decode }}'
+    _aap_controller_url: '{{ _chatbot_config_resource["resources"][0]["data"].aap_controller_url | b64decode }}'
   no_log: "{{ no_log }}"
   when:
-    - chatbot_llm_provider_type is defined
-    - chatbot_llm_provider_type is search("azure_openai")
-    - _chatbot_config_resource["resources"][0]["data"].chatbot_azure_deployment_name is defined
+    - _chatbot_config_resource["resources"][0]["data"].aap_controller_url is defined
+    - _chatbot_config_resource["resources"][0]["data"].aap_controller_url | length
 
-- name: Set Azure AI API version if it is defined in the config
-  ansible.builtin.set_fact:
-    chatbot_azure_api_version: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_azure_api_version | b64decode }}'
-  no_log: "{{ no_log }}"
-  when:
-    - chatbot_llm_provider_type is defined
-    - chatbot_llm_provider_type is search("azure_openai")
-    - _chatbot_config_resource["resources"][0]["data"].chatbot_azure_api_version is defined
-
-- name: Set Chatbot Include Fake LLMs to false if it is not defined in the config
-  ansible.builtin.set_fact:
-    chatbot_include_fake_llms: false
-  no_log: "{{ no_log }}"
-  when: not _chatbot_config_resource["resources"][0]["data"].chatbot_include_fake_llms is defined
-
-- name: Set Chatbot Include Fake LLMs if it is defined in the config
-  ansible.builtin.set_fact:
-    chatbot_include_fake_llms: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_include_fake_llms | default(false) | b64decode }}'
-  no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_include_fake_llms is defined
-
-- name: Set Chatbot Fake Streaming Chunks
-  ansible.builtin.set_fact:
-    chatbot_fake_streaming_chunks: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_fake_streaming_chunks | b64decode }}'
-  no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_fake_streaming_chunks is defined
-
-- name: Set Chatbot Fake Streaming Sleep
+- name: Set Chatbot Configuration
   ansible.builtin.set_fact:
-    chatbot_fake_streaming_sleep: '{{ _chatbot_config_resource["resources"][0]["data"].chatbot_fake_streaming_sleep | b64decode }}'
+    chatbot_config: '{{ _chatbot_config_resource }}'
   no_log: "{{ no_log }}"
-  when: _chatbot_config_resource["resources"][0]["data"].chatbot_fake_streaming_sleep is defined

roles/chatbot/tasks/remove_chatbot_api.yml

@@ -1,9 +1,25 @@
 ---
-- name: Remove Chatbot ConfigMap resources
+- name: Remove Chatbot Lightspeed Stack ConfigMap resources
   kubernetes.core.k8s:
     state: absent
     kind: ConfigMap
-    name: '{{ ansible_operator_meta.name }}-{{ deployment_type }}-chatbot-env-properties'
+    name: '{{ ansible_operator_meta.name }}-{{ deployment_type }}-lightspeed-stack-config'
+    namespace: '{{ ansible_operator_meta.namespace }}'
+    wait: yes
+
+- name: Remove Chatbot Llama Stack ConfigMap resources
+  kubernetes.core.k8s:
+    state: absent
+    kind: ConfigMap
+    name: '{{ ansible_operator_meta.name }}-{{ deployment_type }}-llama-stack-config'
+    namespace: '{{ ansible_operator_meta.namespace }}'
+    wait: yes
+
+- name: Remove Chatbot System Prompt ConfigMap resources
+  kubernetes.core.k8s:
+    state: absent
+    kind: ConfigMap
+    name: '{{ ansible_operator_meta.name }}-{{ deployment_type }}-system-prompt'
     namespace: '{{ ansible_operator_meta.namespace }}'
     wait: yes
 
@@ -22,3 +38,10 @@
     name: '{{ ansible_operator_meta.name }}-chatbot-api'
     namespace: '{{ ansible_operator_meta.namespace }}'
     wait: yes
+
+- name: Remove Chatbot PVC
+  kubernetes.core.k8s:
+    state: absent
+    kind: PersistentVolumeClaim
+    name: "{{ ansible_operator_meta.name }}-chatbot-pvc"
+    namespace: "{{ ansible_operator_meta.namespace }}"