langchain · LangGraph and LangChain Agents Docs
Langsmith Deploy with the CLI
Instructions for deploying model-agnostic agents to production using the Deep Agents CLI, including project scaffolding, configuration via deepagents.toml, and managing agent files.
Derived skill
Files assembled from official documentation
Viewing SKILL.md
Langsmith Deploy with the CLI
Instructions for deploying model-agnostic agents to production using the Deep Agents CLI, including project scaffolding, configuration via deepagents.toml, and managing agent files.
When To Use
Use when you need to scaffold a new agent project or deploy an existing agent configuration to a horizontally scalable LangSmith Deployment using the CLI.
Reference Files
| File | Contains | Use For |
|---|---|---|
SKILL.md | Entry point: scope, routing table, and workflow. | Start here. |
docs/langsmith-deployment-quickstart-da-deploy-with-the-cli-workflow-guide.md | A guide detailing how to deploy model-agnostic open source agents to production using the LangSmith CLI. | Questions about a guide detailing how to deploy model-agnostic open source agents to production using the LangSmith CLI. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy-.bash | Bash commands to install the deepagents-cli tool using uv for LangSmith deployment. | Exact payloads, commands, or snippets shown in Bash commands to install the deepagents-cli tool using uv for LangSmith deployment. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--2.bash | A bash command demonstrating how to deploy using the uvx deepagents-cli tool. | Exact payloads, commands, or snippets shown in A bash command demonstrating how to deploy using the uvx deepagents-cli tool. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--3.bash | Bash commands for initializing, running locally, and deploying projects using the deepagents CLI. | Exact payloads, commands, or snippets shown in Bash commands for initializing, running locally, and deploying projects using the deepagents CLI. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--4.bash | A bash command demonstrating how to deploy to LangSmith using the deepagents CLI with a configuration file. | Exact payloads, commands, or snippets shown in A bash command demonstrating how to deploy to LangSmith using the deepagents CLI with a configuration file. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--5.bash | A bash command sequence demonstrating how to initialize a deepagents project using the LangSmith CLI. | Exact payloads, commands, or snippets shown in A bash command sequence demonstrating how to initialize a deepagents project using the LangSmith CLI. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-cli-dep.txt | A text representation of the directory structure and file layout required for deploying an agent with the LangSmith CLI. | Exact payloads, commands, or snippets shown in A text representation of the directory structure and file layout required for deploying an agent with the LangSmith CLI. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy-.toml | A TOML configuration file defining an agent named research-assistant with specific model and description properties for LangSmith deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining an agent named research-assistant with specific model and description properties f... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--2.toml | A TOML configuration file defining the provider, template, and environment image for a LangSmith sandbox deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining the provider, template, and environment image for a LangSmith sandbox deployment. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--3.toml | A TOML configuration file defining an agent name, model provider, and authentication settings for LangSmith deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining an agent name, model provider, and authentication settings for LangSmith deployment. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--4.toml | A TOML configuration file defining agent metadata, model provider, authentication settings, and frontend options for LangSmith deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining agent metadata, model provider, authentication settings, and frontend options for... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--6.bash | A bash script containing required and optional environment variables for LangSmith deployment, including model provider keys and sandbox credentials. | Exact payloads, commands, or snippets shown in A bash script containing required and optional environment variables for LangSmith deployment, including model provid... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-cli-dep.bash | A bash command using curl to create a new thread in a LangSmith deployment via a POST request. | Exact payloads, commands, or snippets shown in A bash command using curl to create a new thread in a LangSmith deployment via a POST request. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy-.python | A Python code snippet demonstrating how to initialize a LangGraph SDK client with a deployment URL and authorization headers. | Exact payloads, commands, or snippets shown in A Python code snippet demonstrating how to initialize a LangGraph SDK client with a deployment URL and authorization... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-cli-dep-2.txt | An optional AGENTS.md file used to seed agent definitions during the LangSmith deployment process. | Exact payloads, commands, or snippets shown in An optional AGENTS.md file used to seed agent definitions during the LangSmith deployment process. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-cli-dep-3.txt | A text representation of the directory structure and configuration files required for deploying agents using the LangSmith CLI. | Exact payloads, commands, or snippets shown in A text representation of the directory structure and configuration files required for deploying agents using the Lang... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--5.toml | A TOML configuration file defining an agent named researcher with specific model and description parameters for LangSmith deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining an agent named researcher with specific model and description parameters for LangS... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--6.toml | A TOML configuration file defining an agent name and model provider for LangSmith deployment via the CLI. | Exact payloads, commands, or snippets shown in A TOML configuration file defining an agent name and model provider for LangSmith deployment via the CLI. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--7.toml | A TOML configuration file defining an agent named researcher with specific model and description parameters for LangSmith deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining an agent named researcher with specific model and description parameters for LangS... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy-.markdown | A markdown guide detailing the steps to deploy LangSmith using the command line interface. | Exact payloads, commands, or snippets shown in A markdown guide detailing the steps to deploy LangSmith using the command line interface. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--8.toml | A TOML configuration file defining an agent name and model provider for LangSmith deployment via the CLI. | Exact payloads, commands, or snippets shown in A TOML configuration file defining an agent name and model provider for LangSmith deployment via the CLI. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-cli-dep-4.txt | A text representation of the directory structure and file layout for a LangSmith deployment project. | Exact payloads, commands, or snippets shown in A text representation of the directory structure and file layout for a LangSmith deployment project. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--9.toml | A TOML configuration file defining agent metadata, model provider, and sandbox environment settings for LangSmith deployment. | Exact payloads, commands, or snippets shown in A TOML configuration file defining agent metadata, model provider, and sandbox environment settings for LangSmith dep... |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-cli-dep-5.txt | A text representation of the directory structure and file hierarchy for a LangSmith deployment project. | Exact payloads, commands, or snippets shown in A text representation of the directory structure and file hierarchy for a LangSmith deployment project. |
examples/langsmith-deployment-quickstart-da-deploy-with-the-cli-langsmith-deploy--10.toml | A TOML configuration file defining agent identity, model provider, and frontend settings for LangSmith deployment via the CLI. | Exact payloads, commands, or snippets shown in A TOML configuration file defining agent identity, model provider, and frontend settings for LangSmith deployment via... |
What This Skill Covers
-
Documentation Index Fetch the complete documentation index at: https://docs.langchain.com/llms.txt Use this file to discover all available pages before ex...
- Main sections:
Compare to Claude Managed Agents,Install,Usage,deepagents init,Setup.
Workflow
- Open the most relevant file under
docs/for the exact documented workflow and wording. - Open
schemas/files for exact structured contracts. - Open
examples/files for concrete requests, commands, snippets, and manifests. - Do not add behavior or configuration that is not present in the attached source files.
Canonical source: https://docs.langchain.com/langsmith/deployment-quickstart-da.md