ask
Query multiple AI backends with smart routing and automatic fallback chains. Features dynamic token scaling, Unity detection, and response tracking across local, Gemini, DeepSeek, and Qwen models.
Instructions
🤖 MULTI-AI Direct Query - Ask any backend with BLAZING FAST smart fallback chains! Features automatic Unity detection, dynamic token scaling, and response headers with backend tracking.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| enable_chunking | No | Enable automatic request chunking for extremely large generations (fallback if truncated) | |
| force_backend | No | Force specific backend (bypasses smart routing) - use backend keys like "local", "gemini", "nvidia_deepseek", "nvidia_qwen" | |
| max_tokens | No | Maximum response length (auto-calculated if not specified: Unity=16K, Complex=8K, Simple=2K) | |
| model | Yes | AI backend to query: local (Qwen2.5-Coder-7B-Instruct-FP8-Dynamic, 128K+ tokens), gemini (Gemini Enhanced, 32K tokens), deepseek3.1 (NVIDIA DeepSeek V3.1, 8K tokens), qwen3 (NVIDIA Qwen3 Coder 480B, 32K tokens) | |
| prompt | Yes | Your question or prompt (Unity/complex generations automatically get high token limits) | |
| thinking | No | Enable thinking mode for DeepSeek (shows reasoning) |
Input Schema (JSON Schema)
{
"properties": {
"enable_chunking": {
"default": false,
"description": "Enable automatic request chunking for extremely large generations (fallback if truncated)",
"type": "boolean"
},
"force_backend": {
"description": "Force specific backend (bypasses smart routing) - use backend keys like \"local\", \"gemini\", \"nvidia_deepseek\", \"nvidia_qwen\"",
"type": "string"
},
"max_tokens": {
"description": "Maximum response length (auto-calculated if not specified: Unity=16K, Complex=8K, Simple=2K)",
"type": "number"
},
"model": {
"description": "AI backend to query: local (Qwen2.5-Coder-7B-Instruct-FP8-Dynamic, 128K+ tokens), gemini (Gemini Enhanced, 32K tokens), deepseek3.1 (NVIDIA DeepSeek V3.1, 8K tokens), qwen3 (NVIDIA Qwen3 Coder 480B, 32K tokens)",
"enum": [
"local",
"gemini",
"deepseek3.1",
"qwen3"
],
"type": "string"
},
"prompt": {
"description": "Your question or prompt (Unity/complex generations automatically get high token limits)",
"type": "string"
},
"thinking": {
"default": true,
"description": "Enable thinking mode for DeepSeek (shows reasoning)",
"type": "boolean"
}
},
"required": [
"model",
"prompt"
],
"type": "object"
}
Implementation Reference
- smart-ai-bridge-v1.1.0.js:1033-1063 (handler)Executes the 'ask' tool by mapping the model parameter to a backend, sending the prompt via the MultiAIRouter, recording usage analytics, and handling errors with fallback logging.async handleAsk(args) { const { model, prompt, thinking = false, force_backend = false } = args; const startTime = Date.now(); try { const backend = model === 'deepseek3.1' ? 'nvidia_deepseek' : model === 'qwen3' ? 'nvidia_qwen' : model; const result = await this.router.makeRequest(prompt, backend, { thinking }); await this.usageAnalytics.recordInvocation({ tool_name: 'ask', backend_used: backend, processing_time_ms: Date.now() - startTime, success: true }); return result; } catch (error) { await this.usageAnalytics.recordInvocation({ tool_name: 'ask', backend_used: model, processing_time_ms: Date.now() - startTime, success: false, error }); throw error; } }
- smart-ai-bridge-v1.1.0.js:460-489 (registration)Core registration of the 'ask' tool definition in the coreToolDefinitions array, specifying name, description, handler, and schema. This object is later added to this.coreTools map.{ name: 'ask', description: '🤖 MULTI-AI Direct Query - Ask any backend with BLAZING FAST smart fallback chains! Features automatic Unity detection, dynamic token scaling, and response headers with backend tracking.', handler: 'handleAsk', schema: { type: 'object', properties: { model: { type: 'string', enum: ['local', 'gemini', 'deepseek3.1', 'qwen3'], description: 'AI backend to query: local (Qwen2.5-Coder-7B-Instruct, 128K+ tokens), gemini (Gemini Enhanced, 32K tokens), deepseek3.1 (NVIDIA DeepSeek V3.1, 8K tokens), qwen3 (NVIDIA Qwen3 Coder 480B, 32K tokens)' }, prompt: { type: 'string', description: 'Your question or prompt (Unity/complex generations automatically get high token limits)' }, thinking: { type: 'boolean', default: false, description: 'Enable reasoning mode for DeepSeek V3.1 (opt-in)' }, force_backend: { type: 'boolean', default: false, description: 'Force use of specified backend even if unhealthy (bypass smart fallback)' } }, required: ['model', 'prompt'] } },
- smart-ai-bridge-v1.1.0.js:464-488 (schema)Input schema for the 'ask' tool defining properties like model (enum), prompt (required string), thinking (boolean), and force_backend (boolean).schema: { type: 'object', properties: { model: { type: 'string', enum: ['local', 'gemini', 'deepseek3.1', 'qwen3'], description: 'AI backend to query: local (Qwen2.5-Coder-7B-Instruct, 128K+ tokens), gemini (Gemini Enhanced, 32K tokens), deepseek3.1 (NVIDIA DeepSeek V3.1, 8K tokens), qwen3 (NVIDIA Qwen3 Coder 480B, 32K tokens)' }, prompt: { type: 'string', description: 'Your question or prompt (Unity/complex generations automatically get high token limits)' }, thinking: { type: 'boolean', default: false, description: 'Enable reasoning mode for DeepSeek V3.1 (opt-in)' }, force_backend: { type: 'boolean', default: false, description: 'Force use of specified backend even if unhealthy (bypass smart fallback)' } }, required: ['model', 'prompt'] }
- smart-ai-bridge-v1.1.0.js:583-597 (helper)Alias definitions that map 'MKG_generate' and 'deepseek_generate' to the core 'ask' tool, enabling backwards compatibility and alternative names for the tool.// MKG aliases { alias: 'MKG_analyze', coreTool: 'review' }, { alias: 'MKG_generate', coreTool: 'ask' }, { alias: 'MKG_review', coreTool: 'review' }, { alias: 'MKG_edit', coreTool: 'edit_file' }, { alias: 'MKG_health', coreTool: 'health' }, // DeepSeek aliases { alias: 'deepseek_analyze', coreTool: 'review' }, { alias: 'deepseek_generate', coreTool: 'ask' }, { alias: 'deepseek_review', coreTool: 'review' }, { alias: 'deepseek_edit', coreTool: 'edit_file' }, { alias: 'deepseek_health', coreTool: 'health' } ];