Enhancement/vector store oci refresh

.gitignore

@@ -15,6 +15,8 @@ sbin/**
 **/*.sh
 **/etc/*.json
 **/optimizer_settings.json
+**/rag_base_optimizer_config.py
+**/rag_base_optimizer_config_mcp.py
 !opentofu/**/cloudinit-oke.sh
 !opentofu/examples/manual-test.sh
 !src/entrypoint.sh
@@ -82,4 +84,5 @@ spring_ai/target/**
 spring_ai/create_user.sql
 spring_ai/drop.sql
 src/client/spring_ai/target/classes/*
-api_server_key
+api_server_key
+DEVELOPMENT_NOTES.md

README.md

@@ -14,6 +14,7 @@ The **Oracle AI Optimizer and Toolkit** (the **AI Optimizer**) provides a stream
 
 - [Configuring Embedding and Chat Models](https://oracle.github.io/ai-optimizer/client/configuration/model_config)
 - [Splitting and Embedding Documentation](https://oracle.github.io/ai-optimizer/client/tools/split_embed)
+- [Auto-refresh Vector Store from OCI Object Storage buckets](https://oracle.github.io/ai-optimizer/server/api/v1/embed)
 - [Modifying System Prompts (Prompt Engineering)](https://oracle.github.io/ai-optimizer/client/tools/prompt_eng)
 - [Experimenting with **LLM** Parameters](https://oracle.github.io/ai-optimizer/client/chatbot)
 - [Testbed for auto-generated or existing Q&A datasets](https://oracle.github.io/ai-optimizer/client/testbed)

src/client/content/config/tabs/databases.py

@@ -258,7 +258,7 @@ def display_databases() -> None:
     selected_database_alias = st.selectbox(
         "Current Database:",
         options=list(database_lookup.keys()),
-        index=list(database_lookup.keys()).index(state.client_settings["database"]["alias"]),
+        index=list(database_lookup.keys()).index(state.client_settings.get("database", {}).get("alias")),
         key="selected_database",
         on_change=st_common.update_client_settings("database"),
     )

src/client/content/config/tabs/settings.py

@@ -302,7 +302,7 @@ def spring_ai_obaas(src_dir, file_name, provider, ll_config, embed_config):
         sys_prompt=f"{sys_prompt}",
         ll_model=ll_config,
         vector_search=embed_config,
-        database_config=database_lookup[state.client_settings["database"]["alias"]],
+        database_config=database_lookup[state.client_settings.get("database", {}).get("alias")],
     )
 
     if file_name.endswith(".yaml"):
@@ -313,7 +313,7 @@ def spring_ai_obaas(src_dir, file_name, provider, ll_config, embed_config):
             sys_prompt=sys_prompt,
             ll_model=ll_config,
             vector_search=embed_config,
-            database_config=database_lookup[state.client_settings["database"]["alias"]],
+            database_config=database_lookup[state.client_settings.get("database", {}).get("alias")],
         )
 
         yaml_data = yaml.safe_load(formatted_content)