Create conversation_store and conv-model-1 conversation model when building the search index

Author: mythz

.github/workflows/search-index-update.yml

@@ -56,6 +56,7 @@ jobs:
         run: |
           echo "TYPESENSE_API_KEY=${{ secrets.TYPESENSE_API_KEY }}" >> $GITHUB_ENV
           export TYPESENSE_API_KEY=${{ secrets.TYPESENSE_API_KEY }}
+          export GOOGLE_API_KEY=${{ secrets.GOOGLE_API_KEY }}
           mkdir -p ${GITHUB_WORKSPACE}/typesense-data
           cp ./search-server/typesense-server/Dockerfile ${GITHUB_WORKSPACE}/typesense-data/Dockerfile
           cp ./search-server/typesense-scraper/typesense-scraper-config.json typesense-scraper-config.json
@@ -65,6 +66,53 @@ jobs:
           docker run -i --env-file typesense-scraper-updated.env -e "CONFIG=$(cat typesense-scraper-config.json | jq -r tostring)" typesense/docsearch-scraper
           curl 'http://172.17.0.2:8108/keys' -X POST -H "X-TYPESENSE-API-KEY: ${TYPESENSE_API_KEY}" -H 'Content-Type: application/json' -d '{"value": "N4N8bF0XwyvzwCGwm3CKB0QcnwyWtygo","description": "Search only","actions": ["documents:search"],"collections":["*"]}'
 
+          # Create conversation store collection
+          curl 'http://172.17.0.2:8108/collections' \
+            -X POST \
+            -H "X-TYPESENSE-API-KEY: ${TYPESENSE_API_KEY}" \
+            -H 'Content-Type: application/json' \
+            -d '{
+              "name": "conversation_store",
+              "fields": [
+                {
+                  "name": "conversation_id",
+                  "type": "string"
+                },
+                {
+                  "name": "model_id",
+                  "type": "string"
+                },
+                {
+                  "name": "timestamp",
+                  "type": "int32"
+                },
+                {
+                  "name": "role",
+                  "type": "string",
+                  "index": false
+                },
+                {
+                  "name": "message",
+                  "type": "string",
+                  "index": false
+                }
+              ]
+            }'
+
+          # Create or update conversation model
+          curl 'http://172.17.0.2:8108/conversations/models' \
+            -X POST \
+            -H "X-TYPESENSE-API-KEY: ${TYPESENSE_API_KEY}" \
+            -H 'Content-Type: application/json' \
+            -d '{
+              "id": "conv-model-1",
+              "model_name": "google/gemini-flash-latest",
+              "history_collection": "conversation_store",
+              "api_key": "'"${GOOGLE_API_KEY}"'",
+              "system_prompt": "You are an intelligent assistant for question-answering about ServiceStack Software. Try to answer questions using the provided context. If a response has no references in the provided context, politely say you do not have knowledge about that topic.",
+              "max_bytes": 16384
+            }'
+
       - name: repository name fix and env
         run: |
           echo "letsencrypt_email=${{ secrets.LETSENCRYPT_EMAIL }}" >> $GITHUB_ENV