fix: keep model metadata separate from providers

Surface cached model metadata in model/provider selectors, show neutral capability/context badges, and add provider test actions.

astrbot/core/agent/runners/tool_loop_agent_runner.py

@@ -145,6 +145,7 @@ class ToolLoopAgentRunner(BaseAgentRunner[TContext]):
     REPEATED_TOOL_NOTICE_L1_THRESHOLD = 3
     REPEATED_TOOL_NOTICE_L2_THRESHOLD = 4
     REPEATED_TOOL_NOTICE_L3_THRESHOLD = 5
+    MALFORMED_TOOL_NAME_PLACEHOLDER = "__malformed_tool_name__"
     REPEATED_TOOL_NOTICE_L1_TEMPLATE = (
         "\n\n[SYSTEM NOTICE] By the way, you have executed the same tool "
         "`{tool_name}` {streak} times consecutively. Double-check whether another "
@@ -532,6 +533,7 @@ class ToolLoopAgentRunner(BaseAgentRunner[TContext]):
                                     )
                                     break
 
+                                self._sanitize_malformed_tool_calls(resp)
                                 yield resp
                                 return
 
@@ -689,6 +691,22 @@ class ToolLoopAgentRunner(BaseAgentRunner[TContext]):
             streak=streak,
         )
 
+    def _sanitize_malformed_tool_calls(
+        self,
+        llm_resp: LLMResponse,
+    ) -> None:
+        """Normalize malformed tool call names.
+
+        Args:
+            llm_resp: The LLM response whose tool call lists should be sanitized.
+        """
+        llm_resp.tools_call_name = [
+            self.MALFORMED_TOOL_NAME_PLACEHOLDER
+            if tool_name is None or tool_name.strip() == ""
+            else tool_name
+            for tool_name in llm_resp.tools_call_name
+        ]
+
     @override
     async def step(self):
         """Process a single step of the agent.
@@ -1312,6 +1330,7 @@ class ToolLoopAgentRunner(BaseAgentRunner[TContext]):
                 )
                 if requery_resp:
                     llm_resp = requery_resp
+                    self._sanitize_malformed_tool_calls(llm_resp)
 
                 # If the re-query still returns no tool calls, and also does not have a meaningful assistant reply,
                 # we consider it as a failure of the LLM to follow the tool-use instruction,
@@ -1339,6 +1358,7 @@ class ToolLoopAgentRunner(BaseAgentRunner[TContext]):
                     )
                     if repair_resp:
                         llm_resp = repair_resp
+                        self._sanitize_malformed_tool_calls(llm_resp)
 
         return llm_resp, subset
 

astrbot/dashboard/services/config_service.py

@@ -1297,10 +1297,19 @@ class ProviderConfigService:
         for provider in provider_registry:
             if provider.default_config_tmpl:
                 provider_default_tmpl[provider.type] = provider.default_config_tmpl
+        providers = copy.deepcopy(self.config.get("provider", []))
+        from astrbot.core.utils.llm_metadata import LLM_METADATAS
+
+        model_metadata = {}
+        for provider in providers:
+            model_id = provider.get("model")
+            if isinstance(model_id, str) and model_id in LLM_METADATAS:
+                model_metadata[model_id] = LLM_METADATAS[model_id]
         return {
             "config_schema": config_schema,
-            "providers": self.config.get("provider", []),
+            "providers": providers,
             "provider_sources": self.config.get("provider_sources", []),
+            "model_metadata": model_metadata,
         }
 
     def list_provider_sources(self) -> dict:
@@ -1543,8 +1552,11 @@ class ProviderConfigService:
         source_id: str | None = None,
         enabled: bool | None = None,
     ) -> dict:
+        from astrbot.core.utils.llm_metadata import LLM_METADATAS
+
         provider_type = self._resolve_provider_type(capability)
         providers = []
+        model_metadata = {}
         source_provider_type = {
             source["id"]: source.get("provider_type", "chat_completion")
             for source in self.provider_manager.provider_sources_config
@@ -1562,12 +1574,16 @@ class ProviderConfigService:
             if provider_type and effective_type != provider_type:
                 continue
             if provider.get("provider_source_id"):
-                providers.append(
-                    self.provider_manager.get_merged_provider_config(provider)
+                provider_response = self.provider_manager.get_merged_provider_config(
+                    provider
                 )
             else:
-                providers.append(copy.deepcopy(provider))
-        return {"providers": providers}
+                provider_response = copy.deepcopy(provider)
+            model_id = provider_response.get("model")
+            if isinstance(model_id, str) and model_id in LLM_METADATAS:
+                model_metadata[model_id] = LLM_METADATAS[model_id]
+            providers.append(provider_response)
+        return {"providers": providers, "model_metadata": model_metadata}
 
     def list_providers_for_dashboard_types(
         self, provider_type: str | None
@@ -1597,7 +1613,14 @@ class ProviderConfigService:
         )
         if provider is None:
             raise ValueError(f"Provider {provider_id} not found")
-        return {"provider": provider}
+        provider_response = copy.deepcopy(provider)
+        from astrbot.core.utils.llm_metadata import LLM_METADATAS
+
+        model_id = provider_response.get("model")
+        model_metadata = {}
+        if isinstance(model_id, str) and model_id in LLM_METADATAS:
+            model_metadata[model_id] = LLM_METADATAS[model_id]
+        return {"provider": provider_response, "model_metadata": model_metadata}
 
     async def create_provider(self, config: dict, source_id: str | None = None) -> None:
         config = copy.deepcopy(config)

dashboard/src/api/v1.ts

@@ -78,6 +78,21 @@ export interface ProviderSchemaData {
   config_schema?: OpenConfig;
   providers?: OpenConfig[];
   provider_sources?: OpenConfig[];
+  model_metadata?: Record<string, unknown>;
+}
+
+export interface ProviderListData {
+  providers?: OpenConfig[];
+  model_metadata?: Record<string, unknown>;
+}
+
+export interface ProviderByTypeEnvelope extends ApiEnvelope<OpenConfig[]> {
+  model_metadata?: Record<string, unknown>;
+}
+
+export interface ProviderByIdData {
+  provider?: OpenConfig;
+  model_metadata?: Record<string, unknown>;
 }
 
 export interface ProviderSourceModelsData {
@@ -496,11 +511,13 @@ export const providerApi = {
     );
   },
   list(params?: ProviderListParams) {
-    return typed<{ providers: OpenConfig[] }>(
+    return typed<ProviderListData>(
       openApiV1.listProviders({ query: generatedQuery(params) }),
     );
   },
-  async listByProviderType(providerType: string): Promise<AxiosResponse<ApiEnvelope<OpenConfig[]>>> {
+  async listByProviderType(
+    providerType: string,
+  ): Promise<AxiosResponse<ProviderByTypeEnvelope>> {
     const capabilities = providerTypeToCapabilities(providerType);
     if (capabilities.length === 0) {
       const response = await providerApi.list();
@@ -509,6 +526,7 @@ export const providerApi = {
         data: {
           ...response.data,
           data: response.data.data.providers || [],
+          model_metadata: response.data.data.model_metadata || {},
         },
       };
     }
@@ -517,11 +535,21 @@ export const providerApi = {
       capabilities.map((capability) => providerApi.list({ capability })),
     );
     const first = responses[0];
+    const modelMetadata = responses.reduce<Record<string, unknown>>(
+      (acc, response) => ({
+        ...acc,
+        ...(response.data.data.model_metadata || {}),
+      }),
+      {},
+    );
     return {
       ...first,
       data: {
         ...first.data,
-        data: responses.flatMap((response) => response.data.data.providers || []),
+        data: responses.flatMap(
+          (response) => response.data.data.providers || [],
+        ),
+        model_metadata: modelMetadata,
       },
     };
   },
@@ -545,7 +573,7 @@ export const providerApi = {
     );
   },
   get(providerId: string, merged = false) {
-    return typed<{ provider: OpenConfig }>(
+    return typed<ProviderByIdData>(
       openApiV1.getProviderById({
         query: { provider_id: providerId, merged },
       }),

dashboard/src/components/chat/ProviderModelMenu.vue

@@ -54,28 +54,73 @@
             <v-list-item-subtitle class="provider-subtitle">
               <span class="model-name">{{ provider.model }}</span>
               <span class="meta-icons">
-                <v-icon v-if="supportsImageInput(provider)" size="13">
-                  mdi-eye-outline
-                </v-icon>
-                <v-icon v-if="supportsAudioInput(provider)" size="13">
-                  mdi-music-note-outline
-                </v-icon>
-                <v-icon v-if="supportsToolCall(provider)" size="13">
-                  mdi-wrench
-                </v-icon>
-                <v-icon v-if="supportsReasoning(provider)" size="13">
-                  mdi-brain
-                </v-icon>
+                <v-tooltip
+                  v-for="item in capabilityBadges(provider)"
+                  :key="item.key"
+                  location="top"
+                  max-width="320"
+                >
+                  <template #activator="{ props: badgeTooltipProps }">
+                    <span
+                      v-bind="badgeTooltipProps"
+                      class="meta-icon-badge"
+                      :class="{ 'meta-icon-badge--disabled': !item.enabled }"
+                      @click.stop
+                    >
+                      <v-icon size="13">{{ item.icon }}</v-icon>
+                    </span>
+                  </template>
+                  <span>{{ item.tooltip }}</span>
+                </v-tooltip>
+                <v-tooltip
+                  v-if="formatContextLimit(provider, metadataForProvider(provider))"
+                  location="top"
+                  max-width="320"
+                >
+                  <template #activator="{ props: contextTooltipProps }">
+                    <span
+                      v-bind="contextTooltipProps"
+                      class="meta-context-badge"
+                      @click.stop
+                    >
+                      {{ formatContextLimit(provider, metadataForProvider(provider)) }}
+                    </span>
+                  </template>
+                  <span>{{
+                    tm("models.metadata.context", {
+                      tokens: formatContextLimit(
+                        provider,
+                        metadataForProvider(provider),
+                      ),
+                    })
+                  }}</span>
+                </v-tooltip>
               </span>
             </v-list-item-subtitle>
             <template #append>
-              <v-icon
-                v-if="selectedProviderId === provider.id"
-                class="provider-selected-icon"
-                size="18"
-              >
-                mdi-check
-              </v-icon>
+              <div class="provider-menu-actions" @click.stop>
+                <v-tooltip location="top">
+                  <template #activator="{ props: testTooltipProps }">
+                    <v-btn
+                      v-bind="testTooltipProps"
+                      icon="mdi-connection"
+                      size="x-small"
+                      variant="text"
+                      :loading="testingProviderIds.includes(provider.id)"
+                      :disabled="testingProviderIds.includes(provider.id)"
+                      @click.stop="testProvider(provider)"
+                    />
+                  </template>
+                  <span>{{ tm("models.testButton") }}</span>
+                </v-tooltip>
+                <v-icon
+                  v-if="selectedProviderId === provider.id"
+                  class="provider-selected-icon"
+                  size="18"
+                >
+                  mdi-check
+                </v-icon>
+              </div>
             </template>
           </v-list-item>
         </v-list>
@@ -94,18 +139,19 @@
 <script setup lang="ts">
 import { ref, computed, onMounted } from "vue";
 import { providerApi } from "@/api/v1";
+import { useModuleI18n } from "@/i18n/composables";
+import { useToast } from "@/utils/toast";
+import {
+  formatContextLimit,
+  providerCapabilityBadges,
+  type ProviderModelMetadata,
+  type ProviderMetadataSource,
+} from "@/utils/providerMetadata";
 
-interface ModelMetadata {
-    modalities?: { input?: string[] };
-    tool_call?: boolean;
-    reasoning?: boolean;
-}
-
-interface ProviderConfig {
+interface ProviderConfig extends ProviderMetadataSource {
   id: string;
   model: string;
   api_base?: string;
-  model_metadata?: ModelMetadata;
   enable?: boolean;
 }
 
@@ -127,6 +173,10 @@ const searchQuery = ref("");
 const menuOpen = ref(false);
 const loadingProviders = ref(false);
 const providersLoaded = ref(false);
+const testingProviderIds = ref<string[]>([]);
+const modelMetadata = ref<Record<string, ProviderModelMetadata>>({});
+const { tm } = useModuleI18n("features/provider");
+const { success: toastSuccess, error: toastError } = useToast();
 
 const variant = computed(() => props.variant);
 const menuLocation = computed(() =>
@@ -134,7 +184,9 @@ const menuLocation = computed(() =>
 );
 
 const selectedProvider = computed(() =>
-  providerConfigs.value.find((provider) => provider.id === selectedProviderId.value),
+  providerConfigs.value.find(
+    (provider) => provider.id === selectedProviderId.value,
+  ),
 );
 
 const triggerTitle = computed(() => {
@@ -183,9 +235,12 @@ async function loadProviderConfigs(force = false) {
   try {
     const response = await providerApi.listByProviderType("chat_completion");
     if (response.data.status === "ok") {
-      providerConfigs.value = ((response.data.data || []) as unknown as ProviderConfig[]).filter(
-        (provider: ProviderConfig) => provider.enable !== false,
-      );
+      modelMetadata.value = (
+        response.data.model_metadata || {}
+      ) as Record<string, ProviderModelMetadata>;
+      providerConfigs.value = (
+        (response.data.data || []) as unknown as ProviderConfig[]
+      ).filter((provider: ProviderConfig) => provider.enable !== false);
       providersLoaded.value = true;
       const selected = selectedProvider.value;
       if (selected) {
@@ -207,22 +262,40 @@ function selectProvider(provider: ProviderConfig) {
   menuOpen.value = false;
 }
 
-function supportsImageInput(provider: ProviderConfig): boolean {
-  const inputs = provider.model_metadata?.modalities?.input || [];
-  return inputs.includes("image");
+function capabilityBadges(provider: ProviderConfig) {
+  return providerCapabilityBadges(provider, metadataForProvider(provider), tm);
 }
 
-function supportsAudioInput(provider: ProviderConfig): boolean {
-  const inputs = provider.model_metadata?.modalities?.input || [];
-  return inputs.includes("audio");
+function metadataForProvider(provider: ProviderConfig) {
+  return provider.model ? modelMetadata.value[provider.model] || null : null;
 }
 
-function supportsToolCall(provider: ProviderConfig): boolean {
-  return Boolean(provider.model_metadata?.tool_call);
-}
-
-function supportsReasoning(provider: ProviderConfig): boolean {
-  return Boolean(provider.model_metadata?.reasoning);
+async function testProvider(provider: ProviderConfig) {
+  if (testingProviderIds.value.includes(provider.id)) return;
+  testingProviderIds.value.push(provider.id);
+  try {
+    const startTime = performance.now();
+    const response = await providerApi.test(provider.id);
+    if (response.data.status === "ok" && response.data.data.error === null) {
+      const latency = Math.max(0, Math.round(performance.now() - startTime));
+      toastSuccess(
+        tm("models.testSuccessWithLatency", {
+          id: provider.id,
+          latency,
+        }),
+      );
+    } else {
+      throw new Error(response.data.data.error || tm("models.testError"));
+    }
+  } catch (error: any) {
+    toastError(
+      error.response?.data?.message || error.message || tm("models.testError"),
+    );
+  } finally {
+    testingProviderIds.value = testingProviderIds.value.filter(
+      (id) => id !== provider.id,
+    );
+  }
 }
 
 function getCurrentSelection() {
@@ -404,6 +477,35 @@ defineExpose({
   color: rgba(var(--v-theme-on-surface), 0.5);
 }
 
+.meta-icon-badge {
+  display: inline-flex;
+  align-items: center;
+  color: rgba(var(--v-theme-on-surface), 0.72);
+}
+
+.meta-icon-badge--disabled {
+  color: rgba(var(--v-theme-on-surface), 0.34);
+}
+
+.meta-context-badge {
+  display: inline-flex;
+  align-items: center;
+  height: 16px;
+  padding: 0 5px;
+  border-radius: 999px;
+  background: rgba(var(--v-theme-on-surface), 0.06);
+  color: rgba(var(--v-theme-on-surface), 0.72);
+  font-size: 10px;
+  font-weight: 650;
+  line-height: 16px;
+}
+
+.provider-menu-actions {
+  display: inline-flex;
+  align-items: center;
+  gap: 2px;
+}
+
 .provider-selected-icon {
   color: rgba(var(--v-theme-on-surface), 0.72);
 }

dashboard/src/components/chat/RegenerateMenu.vue

@@ -76,18 +76,49 @@
             <v-list-item-subtitle class="regenerate-model-subtitle">
               <span class="regenerate-model-name">{{ provider.model }}</span>
               <span class="regenerate-model-icons">
-                <v-icon v-if="supportsImageInput(provider)" size="12">
-                  mdi-eye-outline
-                </v-icon>
-                <v-icon v-if="supportsAudioInput(provider)" size="12">
-                  mdi-music-note-outline
-                </v-icon>
-                <v-icon v-if="supportsToolCall(provider)" size="12">
-                  mdi-wrench
-                </v-icon>
-                <v-icon v-if="supportsReasoning(provider)" size="12">
-                  mdi-brain
-                </v-icon>
+                <v-tooltip
+                  v-for="item in capabilityBadges(provider)"
+                  :key="item.key"
+                  location="top"
+                  max-width="320"
+                >
+                  <template #activator="{ props: badgeTooltipProps }">
+                    <span
+                      v-bind="badgeTooltipProps"
+                      class="regenerate-model-icon-badge"
+                      :class="{
+                        'regenerate-model-icon-badge--disabled': !item.enabled,
+                      }"
+                      @click.stop
+                    >
+                      <v-icon size="12">{{ item.icon }}</v-icon>
+                    </span>
+                  </template>
+                  <span>{{ item.tooltip }}</span>
+                </v-tooltip>
+                <v-tooltip
+                  v-if="formatContextLimit(provider, metadataForProvider(provider))"
+                  location="top"
+                  max-width="320"
+                >
+                  <template #activator="{ props: contextTooltipProps }">
+                    <span
+                      v-bind="contextTooltipProps"
+                      class="regenerate-model-context-badge"
+                      @click.stop
+                    >
+                      {{ formatContextLimit(provider, metadataForProvider(provider)) }}
+                    </span>
+                  </template>
+                  <span>{{
+                    providerTm("models.metadata.context", {
+                      tokens: formatContextLimit(
+                        provider,
+                        metadataForProvider(provider),
+                      ),
+                    })
+                  }}</span>
+                </v-tooltip>
               </span>
             </v-list-item-subtitle>
           </v-list-item>
@@ -106,17 +137,16 @@ import { ref } from "vue";
 import { providerApi } from "@/api/v1";
 import StyledMenu from "@/components/shared/StyledMenu.vue";
 import { useModuleI18n } from "@/i18n/composables";
+import {
+  formatContextLimit,
+  providerCapabilityBadges,
+  type ProviderModelMetadata,
+  type ProviderMetadataSource,
+} from "@/utils/providerMetadata";
 
-interface ModelMetadata {
-  modalities?: { input?: string[] };
-  tool_call?: boolean;
-  reasoning?: boolean;
-}
-
-interface ProviderConfig {
+interface ProviderConfig extends ProviderMetadataSource {
   id: string;
   model: string;
-  model_metadata?: ModelMetadata;
   enable?: boolean;
 }
 
@@ -131,9 +161,11 @@ const emit = defineEmits<{
 }>();
 
 const { tm } = useModuleI18n("features/chat");
+const { tm: providerTm } = useModuleI18n("features/provider");
 const providerConfigs = ref<ProviderConfig[]>([]);
 const loadingProviders = ref(false);
 const providersLoaded = ref(false);
+const modelMetadata = ref<Record<string, ProviderModelMetadata>>({});
 
 async function loadProviderConfigs(force = false) {
   if (loadingProviders.value || (providersLoaded.value && !force)) return;
@@ -141,9 +173,12 @@ async function loadProviderConfigs(force = false) {
   try {
     const response = await providerApi.listByProviderType("chat_completion");
     if (response.data.status === "ok") {
-      providerConfigs.value = ((response.data.data || []) as unknown as ProviderConfig[]).filter(
-        (provider: ProviderConfig) => provider.enable !== false,
-      );
+      modelMetadata.value = (
+        response.data.model_metadata || {}
+      ) as Record<string, ProviderModelMetadata>;
+      providerConfigs.value = (
+        (response.data.data || []) as unknown as ProviderConfig[]
+      ).filter((provider: ProviderConfig) => provider.enable !== false);
       providersLoaded.value = true;
     }
   } catch (error) {
@@ -172,20 +207,16 @@ function retryWithModel(provider: ProviderConfig) {
   });
 }
 
-function supportsImageInput(provider: ProviderConfig): boolean {
-  return Boolean(provider.model_metadata?.modalities?.input?.includes("image"));
+function capabilityBadges(provider: ProviderConfig) {
+  return providerCapabilityBadges(
+    provider,
+    metadataForProvider(provider),
+    providerTm,
+  );
 }
 
-function supportsAudioInput(provider: ProviderConfig): boolean {
-  return Boolean(provider.model_metadata?.modalities?.input?.includes("audio"));
-}
-
-function supportsToolCall(provider: ProviderConfig): boolean {
-  return Boolean(provider.model_metadata?.tool_call);
-}
-
-function supportsReasoning(provider: ProviderConfig): boolean {
-  return Boolean(provider.model_metadata?.reasoning);
+function metadataForProvider(provider: ProviderConfig) {
+  return provider.model ? modelMetadata.value[provider.model] || null : null;
 }
 </script>
 
@@ -226,6 +257,29 @@ function supportsReasoning(provider: ProviderConfig): boolean {
   color: var(--chat-muted, rgba(var(--v-theme-on-surface), 0.62));
 }
 
+.regenerate-model-icon-badge {
+  display: inline-flex;
+  align-items: center;
+  color: rgba(var(--v-theme-on-surface), 0.72);
+}
+
+.regenerate-model-icon-badge--disabled {
+  color: rgba(var(--v-theme-on-surface), 0.34);
+}
+
+.regenerate-model-context-badge {
+  display: inline-flex;
+  align-items: center;
+  height: 16px;
+  padding: 0 5px;
+  border-radius: 999px;
+  background: rgba(var(--v-theme-on-surface), 0.06);
+  color: rgba(var(--v-theme-on-surface), 0.72);
+  font-size: 10px;
+  font-weight: 650;
+  line-height: 16px;
+}
+
 .regenerate-empty {
   padding: 14px 16px;
   color: var(--chat-muted, rgba(var(--v-theme-on-surface), 0.62));

dashboard/src/components/provider/ProviderModelsPanel.vue

@@ -66,19 +66,47 @@
                   <div class="provider-model-row__title">{{ entry.provider.id }}</div>
                   <div class="provider-model-row__subtitle">{{ entry.provider.model }}</div>
                   <div class="provider-model-row__meta">
-                    <span
-                      v-for="item in capabilityIcons(entry.metadata)"
-                      :key="item.icon"
-                      class="provider-model-row__badge"
+                    <v-tooltip
+                      v-for="item in capabilityBadges(entry)"
+                      :key="item.key"
+                      location="top"
+                      max-width="320"
                     >
-                      <v-icon size="14">{{ item.icon }}</v-icon>
-                    </span>
-                    <span
+                      <template #activator="{ props: badgeTooltipProps }">
+                        <span
+                          v-bind="badgeTooltipProps"
+                          class="provider-model-row__badge"
+                          :class="{
+                            'provider-model-row__badge--enabled': item.enabled,
+                            'provider-model-row__badge--disabled': !item.enabled
+                          }"
+                          @click.stop
+                        >
+                          <v-icon size="14">{{ item.icon }}</v-icon>
+                        </span>
+                      </template>
+                      <span>{{ item.tooltip }}</span>
+                    </v-tooltip>
+                    <v-tooltip
                       v-if="formatContextLimit(entry.metadata)"
-                      class="provider-model-row__badge provider-model-row__badge--text"
+                      location="top"
+                      max-width="320"
                     >
-                      {{ formatContextLimit(entry.metadata) }}
-                    </span>
+                      <template #activator="{ props: contextTooltipProps }">
+                        <span
+                          v-bind="contextTooltipProps"
+                          class="provider-model-row__badge provider-model-row__badge--text provider-model-row__badge--enabled"
+                          @click.stop
+                        >
+                          {{ formatContextLimit(entry.metadata) }}
+                        </span>
+                      </template>
+                      <span>{{
+                        tm('models.metadata.context', {
+                          tokens: formatContextLimit(entry.metadata)
+                        })
+                      }}</span>
+                    </v-tooltip>
                   </div>
                 </button>
 
@@ -94,14 +122,20 @@
                     @update:modelValue="emit('toggle-provider-enable', entry.provider, $event)"
                   ></v-switch>
 
-                  <v-btn
-                    icon="mdi-connection"
-                    size="small"
-                    variant="text"
-                    :disabled="!entry.provider.enable || isProviderSaving(entry.provider.id)"
-                    :loading="isProviderTesting(entry.provider.id)"
-                    @click.stop="emit('test-provider', entry.provider)"
-                  ></v-btn>
+                  <v-tooltip location="top">
+                    <template #activator="{ props: testTooltipProps }">
+                      <v-btn
+                        v-bind="testTooltipProps"
+                        icon="mdi-connection"
+                        size="small"
+                        variant="text"
+                        :disabled="!entry.provider.enable || isProviderSaving(entry.provider.id)"
+                        :loading="isProviderTesting(entry.provider.id)"
+                        @click.stop="emit('test-provider', entry.provider)"
+                      ></v-btn>
+                    </template>
+                    <span>{{ tm('models.testButton') }}</span>
+                  </v-tooltip>
                   <v-btn
                     icon="mdi-cog-outline"
                     size="small"
@@ -117,8 +151,14 @@
                 </div>
               </div>
             </template>
-            <div><strong>{{ tm('models.tooltips.providerId') }}:</strong> {{ entry.provider.id }}</div>
-            <div><strong>{{ tm('models.tooltips.modelId') }}:</strong> {{ entry.provider.model }}</div>
+            <div>
+              <strong>{{ tm('models.tooltips.providerId') }}:</strong>
+              {{ entry.provider.id }}
+            </div>
+            <div>
+              <strong>{{ tm('models.tooltips.modelId') }}:</strong>
+              {{ entry.provider.model }}
+            </div>
           </v-tooltip>
         </div>
 
@@ -152,19 +192,47 @@
                 >
                   <div class="provider-model-row__title provider-model-row__title--mono">{{ entry.model }}</div>
                   <div class="provider-model-row__meta">
-                    <span
-                      v-for="item in capabilityIcons(entry.metadata)"
-                      :key="item.icon"
-                      class="provider-model-row__badge"
+                    <v-tooltip
+                      v-for="item in capabilityBadges(entry)"
+                      :key="item.key"
+                      location="top"
+                      max-width="320"
                     >
-                      <v-icon size="14">{{ item.icon }}</v-icon>
-                    </span>
-                    <span
+                      <template #activator="{ props: badgeTooltipProps }">
+                        <span
+                          v-bind="badgeTooltipProps"
+                          class="provider-model-row__badge"
+                          :class="{
+                            'provider-model-row__badge--enabled': item.enabled,
+                            'provider-model-row__badge--disabled': !item.enabled
+                          }"
+                          @click.stop
+                        >
+                          <v-icon size="14">{{ item.icon }}</v-icon>
+                        </span>
+                      </template>
+                      <span>{{ item.tooltip }}</span>
+                    </v-tooltip>
+                    <v-tooltip
                       v-if="formatContextLimit(entry.metadata)"
-                      class="provider-model-row__badge provider-model-row__badge--text"
+                      location="top"
+                      max-width="320"
                     >
-                      {{ formatContextLimit(entry.metadata) }}
-                    </span>
+                      <template #activator="{ props: contextTooltipProps }">
+                        <span
+                          v-bind="contextTooltipProps"
+                          class="provider-model-row__badge provider-model-row__badge--text provider-model-row__badge--enabled"
+                          @click.stop
+                        >
+                          {{ formatContextLimit(entry.metadata) }}
+                        </span>
+                      </template>
+                      <span>{{
+                        tm('models.metadata.context', {
+                          tokens: formatContextLimit(entry.metadata)
+                        })
+                      }}</span>
+                    </v-tooltip>
                   </div>
                 </button>
 
@@ -179,7 +247,10 @@
                 </div>
               </div>
             </template>
-            <div><strong>{{ tm('models.tooltips.modelId') }}:</strong> {{ entry.model }}</div>
+            <div>
+              <strong>{{ tm('models.tooltips.modelId') }}:</strong>
+              {{ entry.model }}
+            </div>
           </v-tooltip>
         </div>
 
@@ -275,21 +346,64 @@ const availableEntries = computed(() =>
   (props.entries || []).filter((entry) => entry.type === 'available')
 )
 
-const capabilityIcons = (metadata) => {
-  const icons = []
-  if (props.supportsImageInput(metadata)) {
-    icons.push({ icon: 'mdi-image-outline' })
-  }
-  if (props.supportsAudioInput(metadata)) {
-    icons.push({ icon: 'mdi-music-note-outline' })
-  }
-  if (props.supportsToolCall(metadata)) {
-    icons.push({ icon: 'mdi-wrench-outline' })
-  }
-  if (props.supportsReasoning(metadata)) {
-    icons.push({ icon: 'mdi-brain' })
-  }
-  return icons
+const capabilityBadges = (entry) => {
+  const metadata = entry?.metadata
+  const provider = entry?.provider
+  const modalities = Array.isArray(provider?.modalities) ? provider.modalities : []
+  const isConfigured = entry?.type === 'configured'
+  const hasModelMetadata = Boolean(entry?.hasModelMetadata)
+  const definitions = [
+    {
+      key: 'image',
+      icon: 'mdi-image-outline',
+      supported: props.supportsImageInput(metadata),
+      enabled: !isConfigured || modalities.includes('image'),
+      label: props.tm('models.metadata.image')
+    },
+    {
+      key: 'audio',
+      icon: 'mdi-music-note-outline',
+      supported: props.supportsAudioInput(metadata),
+      enabled: !isConfigured || modalities.includes('audio'),
+      label: props.tm('models.metadata.audio')
+    },
+    {
+      key: 'tool_use',
+      icon: 'mdi-wrench-outline',
+      supported: props.supportsToolCall(metadata),
+      enabled: !isConfigured || modalities.includes('tool_use'),
+      label: props.tm('models.metadata.toolUse')
+    },
+    {
+      key: 'reasoning',
+      icon: 'mdi-brain',
+      supported: props.supportsReasoning(metadata),
+      enabled: !isConfigured || Boolean(provider?.reasoning),
+      label: props.tm('models.metadata.reasoning')
+    }
+  ]
+
+  return definitions
+    .filter((item) => item.supported || (isConfigured && item.enabled))
+    .map((item) => {
+      const enabled = !isConfigured || !hasModelMetadata || item.enabled
+      let tooltip = props.tm('models.metadata.available', {
+        capability: item.label
+      })
+      if (isConfigured) {
+        tooltip = enabled
+          ? props.tm('models.metadata.enabled', { capability: item.label })
+          : props.tm('models.metadata.supportedDisabled', {
+              capability: item.label
+            })
+      }
+      return {
+        key: item.key,
+        icon: item.icon,
+        enabled,
+        tooltip
+      }
+    })
 }
 
 const isProviderTesting = (providerId) => props.testingProviders.includes(providerId)
@@ -445,13 +559,21 @@ const isProviderSaving = (providerId) => props.savingProviders.includes(provider
   width: 24px;
   height: 24px;
   border-radius: 999px;
-  background: rgba(var(--v-theme-on-surface), 0.04);
-  color: rgba(var(--v-theme-on-surface), 0.58);
   display: inline-flex;
   align-items: center;
   justify-content: center;
 }
 
+.provider-model-row__badge--enabled {
+  background: rgba(var(--v-theme-on-surface), 0.06);
+  color: rgba(var(--v-theme-on-surface), 0.72);
+}
+
+.provider-model-row__badge--disabled {
+  background: rgba(var(--v-theme-on-surface), 0.04);
+  color: rgba(var(--v-theme-on-surface), 0.34);
+}
+
 .provider-model-row__badge--text {
   width: auto;
   padding: 0 8px;

dashboard/src/components/shared/ProviderSelector.vue

@@ -106,7 +106,7 @@
             <v-list-item-subtitle>{{ tm('providerSelector.clearSelectionSubtitle') }}</v-list-item-subtitle>
             
             <template v-slot:append>
-              <v-icon v-if="selectedProvider === ''" color="primary">mdi-check-circle</v-icon>
+              <v-icon v-if="selectedProvider === ''">mdi-check-circle</v-icon>
             </template>
           </v-list-item>
           
@@ -124,10 +124,69 @@
             <v-list-item-subtitle>
               {{ provider.type || provider.provider_type || tm('providerSelector.unknownType') }}
               <span v-if="provider.model">- {{ provider.model }}</span>
+              <span
+                v-if="capabilityBadges(provider).length || formatContextLimit(provider, metadataForProvider(provider))"
+                class="provider-selector-meta"
+              >
+                <v-tooltip
+                  v-for="item in capabilityBadges(provider)"
+                  :key="item.key"
+                  location="top"
+                  max-width="320"
+                >
+                  <template #activator="{ props: badgeTooltipProps }">
+                    <span
+                      v-bind="badgeTooltipProps"
+                      class="provider-selector-meta__badge"
+                      :class="{ 'provider-selector-meta__badge--disabled': !item.enabled }"
+                      @click.stop
+                    >
+                      <v-icon size="13">{{ item.icon }}</v-icon>
+                    </span>
+                  </template>
+                  <span>{{ item.tooltip }}</span>
+                </v-tooltip>
+                <v-tooltip
+                  v-if="formatContextLimit(provider, metadataForProvider(provider))"
+                  location="top"
+                  max-width="320"
+                >
+                  <template #activator="{ props: contextTooltipProps }">
+                    <span
+                      v-bind="contextTooltipProps"
+                      class="provider-selector-meta__context"
+                      @click.stop
+                    >
+                      {{ formatContextLimit(provider, metadataForProvider(provider)) }}
+                    </span>
+                  </template>
+                  <span>{{
+                    providerTm('models.metadata.context', {
+                      tokens: formatContextLimit(provider, metadataForProvider(provider))
+                    })
+                  }}</span>
+                </v-tooltip>
+              </span>
             </v-list-item-subtitle>
             
             <template v-slot:append>
-              <v-icon v-if="isProviderSelected(provider.id)" color="primary">mdi-check-circle</v-icon>
+              <div class="provider-selector-actions" @click.stop>
+                <v-tooltip location="top">
+                  <template #activator="{ props: testTooltipProps }">
+                    <v-btn
+                      v-bind="testTooltipProps"
+                      icon="mdi-connection"
+                      size="x-small"
+                      variant="text"
+                      :loading="isProviderTesting(provider.id)"
+                      :disabled="!isProviderTestable(provider)"
+                      @click.stop="testProvider(provider)"
+                    />
+                  </template>
+                  <span>{{ providerTm('models.testButton') }}</span>
+                </v-tooltip>
+                <v-icon v-if="isProviderSelected(provider.id)">mdi-check-circle</v-icon>
+              </div>
             </template>
           </v-list-item>
         </v-list>
@@ -181,6 +240,8 @@
 import { computed, ref, watch } from 'vue'
 import { providerApi } from '@/api/v1'
 import { useModuleI18n } from '@/i18n/composables'
+import { useToast } from '@/utils/toast'
+import { formatContextLimit, providerCapabilityBadges } from '@/utils/providerMetadata'
 import ProviderChatCompletionPanel from '@/components/provider/ProviderChatCompletionPanel.vue'
 import ProviderPage from '@/views/ProviderPage.vue'
 
@@ -209,6 +270,8 @@ const props = defineProps({
 
 const emit = defineEmits(['update:modelValue'])
 const { tm } = useModuleI18n('core.shared')
+const { tm: providerTm } = useModuleI18n('features/provider')
+const { success: toastSuccess, error: toastError } = useToast()
 
 const dialog = ref(false)
 const providerList = ref([])
@@ -216,6 +279,8 @@ const loading = ref(false)
 const selectedProvider = ref('')
 const selectedProviders = ref([])
 const providerDrawer = ref(false)
+const testingProviders = ref([])
+const modelMetadata = ref({})
 
 const hasSelection = computed(() => {
   if (props.multiple) {
@@ -265,6 +330,7 @@ async function loadProviders() {
   try {
     const response = await providerApi.listByProviderType(props.providerType)
     if (response.data.status === 'ok') {
+      modelMetadata.value = response.data.model_metadata || {}
       const providers = response.data.data || []
       providerList.value = props.providerSubtype
         ? providers.filter((provider) => matchesProviderSubtype(provider, props.providerSubtype))
@@ -333,6 +399,46 @@ function isProviderSelected(providerId) {
   return selectedProvider.value === providerId
 }
 
+function capabilityBadges(provider) {
+  return providerCapabilityBadges(provider, metadataForProvider(provider), providerTm)
+}
+
+function metadataForProvider(provider) {
+  return provider?.model ? modelMetadata.value[provider.model] || null : null
+}
+
+function isProviderTesting(providerId) {
+  return testingProviders.value.includes(providerId)
+}
+
+function isProviderTestable(provider) {
+  return Boolean(provider?.id) && provider.enable !== false && !isProviderTesting(provider.id)
+}
+
+async function testProvider(provider) {
+  if (!isProviderTestable(provider)) {
+    return
+  }
+  testingProviders.value.push(provider.id)
+  try {
+    const startTime = performance.now()
+    const response = await providerApi.test(String(provider.id))
+    if (response.data.status === 'ok' && response.data.data.error === null) {
+      const latency = Math.max(0, Math.round(performance.now() - startTime))
+      toastSuccess(providerTm('models.testSuccessWithLatency', {
+        id: provider.id,
+        latency
+      }))
+    } else {
+      throw new Error(response.data.data.error || providerTm('models.testError'))
+    }
+  } catch (error) {
+    toastError(error.response?.data?.message || error.message || providerTm('models.testError'))
+  } finally {
+    testingProviders.value = testingProviders.value.filter((id) => id !== provider.id)
+  }
+}
+
 function removeSelected(providerId) {
   const idx = selectedProviders.value.indexOf(providerId)
   if (idx >= 0) {
@@ -384,6 +490,44 @@ function closeProviderDrawer() {
   border-radius: 10px;
 }
 
+.provider-selector-meta {
+  display: inline-flex;
+  align-items: center;
+  gap: 4px;
+  margin-left: 8px;
+  vertical-align: middle;
+}
+
+.provider-selector-meta__badge {
+  display: inline-flex;
+  align-items: center;
+  color: rgba(var(--v-theme-on-surface), 0.72);
+}
+
+.provider-selector-meta__badge--disabled {
+  color: rgba(var(--v-theme-on-surface), 0.34);
+}
+
+.provider-selector-meta__context {
+  display: inline-flex;
+  align-items: center;
+  height: 16px;
+  padding: 0 5px;
+  border-radius: 999px;
+  background: rgba(var(--v-theme-on-surface), 0.06);
+  color: rgba(var(--v-theme-on-surface), 0.72);
+  font-size: 10px;
+  font-weight: 650;
+  line-height: 16px;
+}
+
+.provider-selector-actions {
+  display: inline-flex;
+  align-items: center;
+  gap: 2px;
+  color: rgba(var(--v-theme-on-surface), 0.72);
+}
+
 .v-list-item {
   transition: all 0.2s ease;
 }

dashboard/src/composables/useProviderModelConfigDialog.ts

@@ -58,7 +58,8 @@ export function useProviderModelConfigDialog(options: UseProviderModelConfigDial
   })
 
   function openProviderEdit(provider: any) {
-    providerEditData.value = JSON.parse(JSON.stringify(provider))
+    const editableProvider = JSON.parse(JSON.stringify(provider))
+    providerEditData.value = editableProvider
     providerEditOriginalId.value = provider.id
     providerEditMode.value = 'edit'
     showProviderEditDialog.value = true

dashboard/src/composables/useProviderSources.ts

@@ -150,11 +150,15 @@ export function useProviderSources(options: UseProviderSourcesOptions) {
   }
 
   const mergedModelEntries = computed(() => {
-    const configuredEntries = (sourceProviders.value || []).map((provider: any) => ({
-      type: 'configured',
-      provider,
-      metadata: getModelMetadata(provider.model) || buildMetadataFromProvider(provider)
-    }))
+    const configuredEntries = (sourceProviders.value || []).map((provider: any) => {
+      const metadata = getModelMetadata(provider.model)
+      return {
+        type: 'configured',
+        provider,
+        metadata: metadata || buildMetadataFromProvider(provider),
+        hasModelMetadata: Boolean(metadata)
+      }
+    })
 
     const availableEntries = (sortedAvailableModels.value || [])
       .filter((item: any) => {
@@ -166,7 +170,8 @@ export function useProviderSources(options: UseProviderSourcesOptions) {
         return {
           type: 'available',
           model: name,
-          metadata: typeof item === 'object' ? item?.metadata : getModelMetadata(name)
+          metadata: typeof item === 'object' ? item?.metadata : getModelMetadata(name),
+          hasModelMetadata: Boolean(typeof item === 'object' ? item?.metadata : getModelMetadata(name))
         }
       })
 
@@ -686,6 +691,7 @@ export function useProviderSources(options: UseProviderSourcesOptions) {
           providerTemplates.value = configSchema.value.provider.config_template
         }
         providerSources.value = response.data.data.provider_sources || []
+        modelMetadata.value = (response.data.data.model_metadata || {}) as Record<string, any>
         providers.value = response.data.data.providers || []
       }
     } catch (error) {

dashboard/src/i18n/locales/en-US/features/provider.json

@@ -146,6 +146,17 @@
     "manualModelRequired": "Please enter a model ID",
     "manualModelExists": "Model already exists",
     "configure": "Configure",
+    "testButton": "Test model",
+    "metadata": {
+      "image": "Image input",
+      "audio": "Audio input",
+      "toolUse": "Tool use",
+      "reasoning": "Reasoning",
+      "context": "{tokens} context window",
+      "available": "Model metadata supports {capability}",
+      "enabled": "{capability} enabled",
+      "supportedDisabled": "Model metadata supports {capability}, but it is not enabled in this provider's modalities."
+    },
     "tooltips": {
       "providerId": "Provider ID",
       "modelId": "Model ID"

dashboard/src/i18n/locales/ru-RU/features/provider.json

@@ -136,6 +136,7 @@
         "deleteSuccess": "Модель удалена",
         "deleteError": "Ошибка удаления модели",
         "testSuccess": "Тест модели «{id}» пройден успешно",
+        "testSuccessWithLatency": "Тест модели «{id}» пройден успешно, задержка {latency} мс",
         "testError": "Тест модели провален",
         "searchPlaceholder": "Поиск по имени или ID",
         "manualAddButton": "Добавить вручную",
@@ -146,6 +147,17 @@
         "manualModelRequired": "Укажите ID модели",
         "manualModelExists": "Эта модель уже добавлена",
         "configure": "Настроить",
+        "testButton": "Тестировать модель",
+        "metadata": {
+            "image": "Ввод изображений",
+            "audio": "Ввод аудио",
+            "toolUse": "Использование инструментов",
+            "reasoning": "Рассуждение",
+            "context": "Контекстное окно {tokens}",
+            "available": "Metadata модели поддерживает {capability}",
+            "enabled": "{capability} включено",
+            "supportedDisabled": "Metadata модели поддерживает {capability}, но эта возможность не включена в modalities текущего провайдера."
+        },
         "tooltips": {
             "providerId": "ID провайдера",
             "modelId": "ID модели"

dashboard/src/i18n/locales/zh-CN/features/provider.json

@@ -147,6 +147,17 @@
     "manualModelRequired": "请输入模型 ID",
     "manualModelExists": "该模型已存在",
     "configure": "配置",
+    "testButton": "测试模型",
+    "metadata": {
+      "image": "图像输入",
+      "audio": "音频输入",
+      "toolUse": "工具使用",
+      "reasoning": "推理",
+      "context": "{tokens} 上下文窗口",
+      "available": "模型 metadata 支持{capability}",
+      "enabled": "已启用{capability}",
+      "supportedDisabled": "模型 metadata 支持{capability}，但当前提供商的模型能力未启用。"
+    },
     "tooltips": {
       "providerId": "提供商 ID",
       "modelId": "模型 ID"

dashboard/src/utils/providerMetadata.ts

@@ -0,0 +1,83 @@
+export interface ProviderModelMetadata {
+  modalities?: { input?: string[] }
+  tool_call?: boolean
+  reasoning?: boolean
+  limit?: { context?: number }
+}
+
+export interface ProviderMetadataSource {
+  model?: string
+  modalities?: string[]
+  max_context_tokens?: number
+  reasoning?: boolean
+}
+
+export interface ProviderCapabilityBadge {
+  key: string
+  icon: string
+  enabled: boolean
+  tooltip: string
+}
+
+export function formatContextLimit(
+  provider: ProviderMetadataSource | null | undefined,
+  metadata?: ProviderModelMetadata | null
+): string {
+  const context = metadata?.limit?.context || provider?.max_context_tokens
+  if (!context || typeof context !== 'number') return ''
+  if (context >= 1_000_000) return `${Math.round(context / 1_000_000)}M`
+  if (context >= 1_000) return `${Math.round(context / 1_000)}K`
+  return `${context}`
+}
+
+export function providerCapabilityBadges(
+  provider: ProviderMetadataSource | null | undefined,
+  metadata: ProviderModelMetadata | null | undefined,
+  tm: (key: string, params?: Record<string, string>) => string
+): ProviderCapabilityBadge[] {
+  const inputs = metadata?.modalities?.input || []
+  const providerModalities = provider?.modalities
+  const modalities = Array.isArray(providerModalities) ? providerModalities : []
+  const definitions = [
+    {
+      key: 'image',
+      icon: 'mdi-image-outline',
+      supported: inputs.includes('image'),
+      enabled: modalities.includes('image'),
+      label: tm('models.metadata.image')
+    },
+    {
+      key: 'audio',
+      icon: 'mdi-music-note-outline',
+      supported: inputs.includes('audio'),
+      enabled: modalities.includes('audio'),
+      label: tm('models.metadata.audio')
+    },
+    {
+      key: 'tool_use',
+      icon: 'mdi-wrench-outline',
+      supported: Boolean(metadata?.tool_call),
+      enabled: modalities.includes('tool_use'),
+      label: tm('models.metadata.toolUse')
+    },
+    {
+      key: 'reasoning',
+      icon: 'mdi-brain',
+      supported: Boolean(metadata?.reasoning),
+      enabled: Boolean(provider?.reasoning),
+      label: tm('models.metadata.reasoning')
+    }
+  ]
+
+  return definitions
+    .filter((item) => item.supported || item.enabled)
+    .map((item) => ({
+      key: item.key,
+      icon: item.icon,
+      enabled: !metadata || item.enabled,
+      tooltip:
+        metadata && !item.enabled
+          ? tm('models.metadata.supportedDisabled', { capability: item.label })
+          : tm('models.metadata.enabled', { capability: item.label })
+    }))
+}

tests/test_media_utils.py

@@ -592,6 +592,13 @@ def test_file_uri_to_path_supports_standard_and_legacy_posix_file_uris(tmp_path)
         assert media_utils.file_uri_to_path(legacy_file_uri) == str(media_path)
 
 
+def test_file_uri_to_path_preserves_posix_root_for_container_paths():
+    if os.name != "nt":
+        assert media_utils.file_uri_to_path("file:///AstrBot/data/cache/image.png") == (
+            "/AstrBot/data/cache/image.png"
+        )
+
+
 def test_from_file_system_uses_pathlib_file_uri(tmp_path):
     media_path = tmp_path / "media file.bin"
     media_path.write_bytes(b"media")