diff --git a/docker-compose.yml b/docker-compose.yml
index 035db83..49a861c 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -15,6 +15,13 @@ services:
       # Optional first-run admin bootstrap; leave unset after provisioning.
       BOOTSTRAP_ADMIN_EMAIL: ${BOOTSTRAP_ADMIN_EMAIL:-}
       BOOTSTRAP_ADMIN_PASSWORD: ${BOOTSTRAP_ADMIN_PASSWORD:-}
+      AI_RESEARCH_PROVIDER: ${AI_RESEARCH_PROVIDER:-}
+      AI_RESEARCH_PROVIDER_MODEL: ${AI_RESEARCH_PROVIDER_MODEL:-}
+      AI_RESEARCH_PROVIDER_URL: ${AI_RESEARCH_PROVIDER_URL:-}
+      AI_RESEARCH_PROVIDER_ALLOWED_HOSTS: ${AI_RESEARCH_PROVIDER_ALLOWED_HOSTS:-}
+      OPENAI_API_KEY: ${OPENAI_API_KEY:-}
+      AI_RESEARCH_PROVIDER_API_KEY: ${AI_RESEARCH_PROVIDER_API_KEY:-}
+      # Deprecated migration-only generic search adapter.
       SEARCH_PROVIDER_URL: ${SEARCH_PROVIDER_URL:-}
       SEARCH_PROVIDER_ALLOWED_HOSTS: ${SEARCH_PROVIDER_ALLOWED_HOSTS:-}
       SEARCH_PROVIDER_API_KEY: ${SEARCH_PROVIDER_API_KEY:-}