Dashscope Agent

DashScope Agent

remove-think is a strict boolean (default false). Set it to true to hide reasoning fields and <think> blocks, including split streaming delimiters; answer text and tool-call content are preserved.

Run an Aliyun DashScope application as a LangBot Runner.

Runner ID

plugin:langbot-team/DashScopeAgent/default

Configuration

Field	Type	Required	Default	Description
app-type	select	yes	agent	Application type (agent/workflow)
api-key	secret	yes	''	DashScope API key
app-id	string	yes	''	Application ID
advanced-settings	boolean	no	false	Show reference formatting and timeout tuning controls
references_quote	string	no	参考资料来自:	Quote text for references
timeout	number	no	120	Request timeout in seconds
langbot-assets-enabled	boolean	no	false	Register a short-lived LangBot asset token for each run and pass it via biz_params
langbot-assets-gateway-host	string	no	0.0.0.0	Host for the local LangBot Asset Gateway
langbot-assets-gateway-port	integer	no	8765	Port for the local LangBot Asset Gateway
langbot-assets-gateway-request-timeout	integer	no	60	Timeout for individual gateway tool calls
langbot-assets-token-ttl	integer	no	3600	Lifetime of each run token in seconds
langbot-assets-input-name	string	no	langbot_asset_run_token	biz_params key that receives the run token

Capabilities

• streaming: yes

LangBot Asset Callback Through 百炼 MCP

The DashScope (百炼) agent app can call back into LangBot assets through the SDK Asset Gateway, the same mechanism the Dify runner uses. The gateway is a run-token-authorized MCP server (POST /mcp, JSON-RPC) exposing the run-authorized LangBot tools: langbot_list_assets, langbot_get_current_event, langbot_history_page, langbot_retrieve_knowledge, langbot_get_tool_detail, and langbot_call_tool.

How it works

1. When langbot-assets-enabled is true, this runner registers a short-lived, run-scoped token before calling the app and passes it through DashScope biz_params under the key langbot-assets-input-name (default langbot_asset_run_token). This works for both agent and workflow app types; the asset callback needs the agent app type (tool-calling).
2. The 百炼 app references that value (e.g. via a prompt/plugin variable bound to biz_params) and passes it as the run_token argument on every LangBot MCP tool call.
3. The runner removes the token when the run ends. Tool calls without a valid token are rejected by the gateway.

The gateway accepts the token via an Authorization: Bearer header or via a run_token tool-call argument. Use the run_token argument approach here.

Configure 百炼

1. In the 百炼 agent app, attach the LangBot Asset Gateway as an MCP service whose URL routes to the gateway /mcp (a public HTTPS URL for 百炼 Cloud).
2. Add an app input/variable bound to biz_params.langbot_asset_run_token.
3. In the app prompt, instruct the agent to pass that value as run_token on every LangBot MCP tool call, and to call langbot_list_assets first when it needs to discover the run's assets.

Configure LangBot

Select the DashScope runner and set:

app-type = agent
api-key = <DashScope API key>
app-id = <百炼 app id>
langbot-assets-enabled = true
langbot-assets-gateway-host = 0.0.0.0
langbot-assets-gateway-port = 8765
langbot-assets-token-ttl = 3600
langbot-assets-input-name = langbot_asset_run_token

Limitations

• 百炼 Cloud cannot reach localhost; use a public HTTPS URL for the gateway /mcp endpoint.
• The run token is short-lived and run-scoped; the app must complete its asset callbacks within the app run.
• The gateway exposes only the assets permitted by the current run: current event, history page, knowledge retrieval, tool detail, and tool call.
• The 百炼 app must support attaching an external MCP service and forwarding the biz_params value into the tool call. Verify the tools/list handshake and end-to-end token passing in your 百炼 app before relying on it.

Legacy Runner

Migrated from dashscope-app-api in LangBot.

Native migration notes

remove-think=true also sends enable_thinking=false and has_thoughts=false in agent requests. Workflow output accepts either workflow_message.message.content or the native text fallback, without duplicating both. The canonical citation prefix field is references_quote; the old seed key references-quote was not read by the native runner and is retired (explicitly repair it during migration). Workflow business inputs come from ctx.adapter.extra.params. Provider sessions remain in scoped external.conversation_id state.

timeout defaults to 120 seconds and must be finite and positive. Generated text (including hidden reasoning) is limited to 1 MiB characters; Coze and Tbox uploads are limited to 10 MiB per file. Existing remote conversation IDs require an explicit scoped import or reset when migrating from native runners. These source changes do not publish or install a new plugin version.

SDK 0.6.0b5 shared-runtime candidate

See shared-runtime boundaries and upgrade notes before upgrading.