Built-in Components

This page lists all 🧩 Components and ⚙️ Protocols they implement that are natively provided. They are used by the AutoGPT agent. Some components have additional configuration options listed in the table, see Component configuration to learn more.

Note

If a configuration field uses environment variable, it still can be passed using configuration model. ### Value from the configuration takes precedence over env var! Env var will be only applied if value in the configuration is not set.

SystemComponent

Essential component to allow an agent to finish.

DirectiveProvider

• Constraints about API budget

MessageProvider

• Current time and date
• Remaining API budget and warnings if budget is low

CommandProvider

• finish used when task is completed

UserInteractionComponent

Adds ability to interact with user in CLI.

CommandProvider

• ask_user used to ask user for input

FileManagerComponent

Adds ability to read and write persistent files to local storage, Google Cloud Storage or Amazon's S3. Necessary for saving and loading agent's state (preserving session).

FileManagerConfiguration

Config variable	Details	Type	Default
storage_path	Path to agent files, e.g. state	str	agents/{agent_id}/[^1]
workspace_path	Path to files that agent has access to	str	agents/{agent_id}/workspace/[^1]

[^1] This option is set dynamically during component construction as opposed to by default inside the configuration model, {agent_id} is replaced with the agent's unique identifier.

DirectiveProvider

• Resource information that it's possible to read and write files

CommandProvider

• read_file used to read file
• write_file used to write file
• list_folder lists all files in a folder

CodeExecutorComponent

Lets the agent execute non-interactive Shell commands and Python code. Python execution works only if Docker is available.

CodeExecutorConfiguration

Config variable	Details	Type	Default
execute_local_commands	Enable shell command execution	bool	False
shell_command_control	Controls which list is used	"allowlist" \| "denylist"	"allowlist"
shell_allowlist	List of allowed shell commands	List[str]	[]
shell_denylist	List of prohibited shell commands	List[str]	[]
docker_container_name	Name of the Docker container used for code execution	str	"agent_sandbox"

All shell command configurations are expected to be for convience only. This component is not secure and should not be used in production environments. It is recommended to use more appropriate sandboxing.

CommandProvider

• execute_shell execute shell command
• execute_shell_popen execute shell command with popen
• execute_python_code execute Python code
• execute_python_file execute Python file

ActionHistoryComponent

Keeps track of agent's actions and their outcomes. Provides their summary to the prompt.

ActionHistoryConfiguration

Config variable	Details	Type	Default
llm_name	Name of the llm model used to compress the history	ModelName	"gpt-3.5-turbo"
max_tokens	Maximum number of tokens to use for the history summary	int	1024
spacy_language_model	Language model used for summary chunking using spacy	str	"en_core_web_sm"
full_message_count	Number of cycles to include unsummarized in the prompt	int	4

MessageProvider

• Agent's progress summary

AfterParse

• Register agent's action

ExecutionFailure

• Rewinds the agent's action, so it isn't saved

AfterExecute

• Saves the agent's action result in the history

GitOperationsComponent

Adds ability to interact with git repositories and GitHub.

GitOperationsConfiguration

Config variable	Details	Type	Default
github_username	GitHub username, ENV: GITHUB_USERNAME	str	None
github_api_key	GitHub API key, ENV: GITHUB_API_KEY	str	None

CommandProvider

• clone_repository used to clone a git repository

ImageGeneratorComponent

Adds ability to generate images using various providers.

Hugging Face

To use text-to-image models from Hugging Face, you need a Hugging Face API token. Link to the appropriate settings page: Hugging Face > Settings > Tokens

Stable Diffusion WebUI

It is possible to use your own self-hosted Stable Diffusion WebUI with AutoGPT. ### Make sure you are running WebUI with --api enabled.

ImageGeneratorConfiguration

Config variable	Details	Type	Default
image_provider	Image generation provider	"dalle" \| "huggingface" \| "sdwebui"	"dalle"
huggingface_image_model	Hugging Face image model, see available models	str	"CompVis/stable-diffusion-v1-4"
huggingface_api_token	Hugging Face API token, ENV: HUGGINGFACE_API_TOKEN	str	None
sd_webui_url	URL to self-hosted Stable Diffusion WebUI	str	"http://localhost:7860"
sd_webui_auth	Basic auth for Stable Diffusion WebUI, ENV: SD_WEBUI_AUTH	str of format {username}:{password}	None

CommandProvider

• generate_image used to generate an image given a prompt

WebSearchComponent

Allows agent to search the web. Google credentials aren't required for DuckDuckGo. Instructions how to set up Google API key

WebSearchConfiguration

Config variable	Details	Type	Default
google_api_key	Google API key, ENV: GOOGLE_API_KEY	str	None
google_custom_search_engine_id	Google Custom Search Engine ID, ENV: GOOGLE_CUSTOM_SEARCH_ENGINE_ID	str	None
duckduckgo_max_attempts	Maximum number of attempts to search using DuckDuckGo	int	3
duckduckgo_backend	Backend to be used for DDG sdk	"api" \| "html" \| "lite"	"api"

DirectiveProvider

• Resource information that it's possible to search the web

CommandProvider

• search_web used to search the web using DuckDuckGo
• google used to search the web using Google, requires API key

WebSeleniumComponent

Allows agent to read websites using Selenium.

WebSeleniumConfiguration

Config variable	Details	Type	Default
llm_name	Name of the llm model used to read websites	ModelName	"gpt-3.5-turbo"
web_browser	Web browser used by Selenium	"chrome" \| "firefox" \| "safari" \| "edge"	"chrome"
headless	Run browser in headless mode	bool	True
user_agent	User agent used by the browser	str	"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_4) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.97 Safari/537.36"
browse_spacy_language_model	Spacy language model used for chunking text	str	"en_core_web_sm"
selenium_proxy	Http proxy to use with Selenium	str	None

DirectiveProvider

• Resource information that it's possible to read websites

CommandProvider

• read_website used to read a specific url and look for specific topics or answer a question

ContextComponent

Adds ability to keep up-to-date file and folder content in the prompt.

MessageProvider

• Content of elements in the context

CommandProvider

• open_file used to open a file into context
• open_folder used to open a folder into context
• close_context_item remove an item from the context

WatchdogComponent

Watches if agent is looping and switches to smart mode if necessary.

AfterParse

• Investigates what happened and switches to smart mode if necessary