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* Embeddings plugin hook + OpenAI implementation * llm.get_embedding_model(name) function * llm embed command, for returning embeddings or saving them to SQLite * Tests using an EmbedDemo embedding model * llm embed-models list and emeb-models default commands * llm embed-db path and llm embed-db collections commands
12 KiB
12 KiB
CLI reference
This page lists the --help output for all of the llm commands.
llm --help
Usage: llm [OPTIONS] COMMAND [ARGS]...
Access large language models from the command-line
Documentation: https://llm.datasette.io/
To get started, obtain an OpenAI key and set it like this:
$ llm keys set openai
Enter key: ...
Then execute a prompt like this:
llm 'Five outrageous names for a pet pelican'
Options:
--version Show the version and exit.
--help Show this message and exit.
Commands:
prompt* Execute a prompt
aliases Manage model aliases
embed Embed text and store or return the result
embed-db Manage the embeddings database
embed-models Manage available embedding models
install Install packages from PyPI into the same environment as LLM
keys Manage stored API keys for different models
logs Tools for exploring logged prompts and responses
models Manage available models
openai Commands for working directly with the OpenAI API
plugins List installed plugins
templates Manage stored prompt templates
uninstall Uninstall Python packages from the LLM environment
llm prompt --help
Usage: llm prompt [OPTIONS] [PROMPT]
Execute a prompt
Documentation: https://llm.datasette.io/en/stable/usage.html
Options:
-s, --system TEXT System prompt to use
-m, --model TEXT Model to use
-o, --option <TEXT TEXT>... key/value options for the model
-t, --template TEXT Template to use
-p, --param <TEXT TEXT>... Parameters for template
--no-stream Do not stream output
-n, --no-log Don't log to database
--log Log prompt and response to the database
-c, --continue Continue the most recent conversation.
--cid, --conversation TEXT Continue the conversation with the given ID.
--key TEXT API key to use
--save TEXT Save prompt with this template name
--help Show this message and exit.
llm keys --help
Usage: llm keys [OPTIONS] COMMAND [ARGS]...
Manage stored API keys for different models
Options:
--help Show this message and exit.
Commands:
list* List names of all stored keys
path Output the path to the keys.json file
set Save a key in the keys.json file
llm keys list --help
Usage: llm keys list [OPTIONS]
List names of all stored keys
Options:
--help Show this message and exit.
llm keys path --help
Usage: llm keys path [OPTIONS]
Output the path to the keys.json file
Options:
--help Show this message and exit.
llm keys set --help
Usage: llm keys set [OPTIONS] NAME
Save a key in the keys.json file
Example usage:
$ llm keys set openai
Enter key: ...
Options:
--value TEXT Value to set
--help Show this message and exit.
llm logs --help
Usage: llm logs [OPTIONS] COMMAND [ARGS]...
Tools for exploring logged prompts and responses
Options:
--help Show this message and exit.
Commands:
list* Show recent logged prompts and their responses
off Turn off logging for all prompts
on Turn on logging for all prompts
path Output the path to the logs.db file
status Show current status of database logging
llm logs path --help
Usage: llm logs path [OPTIONS]
Output the path to the logs.db file
Options:
--help Show this message and exit.
llm logs status --help
Usage: llm logs status [OPTIONS]
Show current status of database logging
Options:
--help Show this message and exit.
llm logs on --help
Usage: llm logs on [OPTIONS]
Turn on logging for all prompts
Options:
--help Show this message and exit.
llm logs off --help
Usage: llm logs off [OPTIONS]
Turn off logging for all prompts
Options:
--help Show this message and exit.
llm logs list --help
Usage: llm logs list [OPTIONS]
Show recent logged prompts and their responses
Options:
-n, --count INTEGER Number of entries to show - defaults to 3, use 0
for all
-p, --path FILE Path to log database
-m, --model TEXT Filter by model or model alias
-q, --query TEXT Search for logs matching this string
-t, --truncate Truncate long strings in output
-c, --current Show logs from the current conversation
--cid, --conversation TEXT Show logs for this conversation ID
--json Output logs as JSON
--help Show this message and exit.
llm models --help
Usage: llm models [OPTIONS] COMMAND [ARGS]...
Manage available models
Options:
--help Show this message and exit.
Commands:
list* List available models
default Show or set the default model
llm models list --help
Usage: llm models list [OPTIONS]
List available models
Options:
--options Show options for each model, if available
--help Show this message and exit.
llm models default --help
Usage: llm models default [OPTIONS] [MODEL]
Show or set the default model
Options:
--help Show this message and exit.
llm templates --help
Usage: llm templates [OPTIONS] COMMAND [ARGS]...
Manage stored prompt templates
Options:
--help Show this message and exit.
Commands:
list* List available prompt templates
edit Edit the specified prompt template using the default $EDITOR
path Output the path to the templates directory
show Show the specified prompt template
llm templates list --help
Usage: llm templates list [OPTIONS]
List available prompt templates
Options:
--help Show this message and exit.
llm templates show --help
Usage: llm templates show [OPTIONS] NAME
Show the specified prompt template
Options:
--help Show this message and exit.
llm templates edit --help
Usage: llm templates edit [OPTIONS] NAME
Edit the specified prompt template using the default $EDITOR
Options:
--help Show this message and exit.
llm templates path --help
Usage: llm templates path [OPTIONS]
Output the path to the templates directory
Options:
--help Show this message and exit.
llm aliases --help
Usage: llm aliases [OPTIONS] COMMAND [ARGS]...
Manage model aliases
Options:
--help Show this message and exit.
Commands:
list* List current aliases
path Output the path to the aliases.json file
remove Remove an alias
set Set an alias for a model
llm aliases list --help
Usage: llm aliases list [OPTIONS]
List current aliases
Options:
--json Output as JSON
--help Show this message and exit.
llm aliases set --help
Usage: llm aliases set [OPTIONS] ALIAS MODEL_ID
Set an alias for a model
Example usage:
$ llm aliases set turbo gpt-3.5-turbo
Options:
--help Show this message and exit.
llm aliases remove --help
Usage: llm aliases remove [OPTIONS] ALIAS
Remove an alias
Example usage:
$ llm aliases remove turbo
Options:
--help Show this message and exit.
llm aliases path --help
Usage: llm aliases path [OPTIONS]
Output the path to the aliases.json file
Options:
--help Show this message and exit.
llm plugins --help
Usage: llm plugins [OPTIONS]
List installed plugins
Options:
--help Show this message and exit.
llm install --help
Usage: llm install [OPTIONS] [PACKAGES]...
Install packages from PyPI into the same environment as LLM
Options:
-U, --upgrade Upgrade packages to latest version
-e, --editable TEXT Install a project in editable mode from this path
--force-reinstall Reinstall all packages even if they are already up-to-
date
--no-cache-dir Disable the cache
--help Show this message and exit.
llm uninstall --help
Usage: llm uninstall [OPTIONS] PACKAGES...
Uninstall Python packages from the LLM environment
Options:
-y, --yes Don't ask for confirmation
--help Show this message and exit.
llm embed --help
Usage: llm embed [OPTIONS] [COLLECTION] [ID]
Embed text and store or return the result
Options:
-i, --input FILE Content to embed
-m, --model TEXT Embedding model to use
--store Store the text itself in the database
-d, --database FILE
-c, --content FILE
-f, --format [json|blob|base64|hex]
Output format
--help Show this message and exit.
llm embed-models --help
Usage: llm embed-models [OPTIONS] COMMAND [ARGS]...
Manage available embedding models
Options:
--help Show this message and exit.
Commands:
list* List available embedding models
default Show or set the default embedding model
llm embed-models list --help
Usage: llm embed-models list [OPTIONS]
List available embedding models
Options:
--help Show this message and exit.
llm embed-models default --help
Usage: llm embed-models default [OPTIONS] [MODEL]
Show or set the default embedding model
Options:
--help Show this message and exit.
llm embed-db --help
Usage: llm embed-db [OPTIONS] COMMAND [ARGS]...
Manage the embeddings database
Options:
--help Show this message and exit.
Commands:
collections Output the path to the embeddings database
path Output the path to the embeddings database
llm embed-db path --help
Usage: llm embed-db path [OPTIONS]
Output the path to the embeddings database
Options:
--help Show this message and exit.
llm embed-db collections --help
Usage: llm embed-db collections [OPTIONS]
Output the path to the embeddings database
Options:
-d, --database FILE Path to embeddings database
--json Output as JSON
--help Show this message and exit.
llm openai --help
Usage: llm openai [OPTIONS] COMMAND [ARGS]...
Commands for working directly with the OpenAI API
Options:
--help Show this message and exit.
Commands:
models List models available to you from the OpenAI API
llm openai models --help
Usage: llm openai models [OPTIONS]
List models available to you from the OpenAI API
Options:
--json Output as JSON
--key TEXT OpenAI API key
--help Show this message and exit.