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lib/ai/tools.ex

defmodule AI.Tools do
@moduledoc """
This module defines the behaviour for tool calls. Defining a new tool
requires implementing the `spec/0` and `call/2` functions.
The `spec/0` function should return a map that describes the tool's
capabilities and arguments, using a map to represent the OpenAPI spec.
The `call/2` function generates the tool call response. It accepts the
requesting `AI.Completion`'s struct and a map derived from the parsed JSON
provided by the agent, containing the tool call arguments. Note that, because
the arguments are parsed from JSON, the keys will all be strings. Whether
those are converted to symbols is between the tool implementation and the
code it calls. What happens behind closed APIs is none of MY business.
## Skeleton Implementation
```elixir
defmodule AI.Tools.MyNewTool do
@behaviour AI.Tools
@impl AI.Tools
def async?(), do: true
@impl AI.Tools
def ui_note_on_request(_args) do
{"Doing something", "This tool is doing something."}
end
@impl AI.Tools
def ui_note_on_result(_args, _result) do
{"Did something", "This tool did something."}
end
@impl AI.Tools
def read_args(args) do
{:ok, args}
end
@impl AI.Tools
def spec() do
%{
type: "function",
function: %{
name: "something_tool",
description: "This tool does something.",
strict: true,
parameters: %{
additionalProperties: false,
type: "object",
required: ["thing"],
properties: %{
thing: %{
type: "string",
description: "The thing to do."
}
}
}
}
}
end
@impl AI.Tools
def call(args) do
{:ok, "IMPLEMENT ME"}
end
end
```
"""
@type tool_spec :: %{
:type => binary,
:function => %{
:name => binary,
:description => binary,
optional(:strict) => boolean,
:parameters => %{
optional(:additionalProperties) => boolean,
:type => binary,
:required => [binary],
:properties => %{
binary => %{
:type => binary,
:description => binary,
optional(:default) => any
}
}
}
}
}
@type tool_name :: binary
@type project_name :: binary | nil
@type unparsed_args :: binary
@type parsed_args :: %{binary => any}
@type toolbox :: %{binary => module}
@type tool_error :: {:error, binary}
@type unknown_tool_error :: {:error, :unknown_tool, binary}
@type missing_arg_error :: {:error, :missing_argument, binary}
@type invalid_arg_error :: {:error, :invalid_argument, binary}
@type args_error :: missing_arg_error | invalid_arg_error
@type frob_error :: {:error, non_neg_integer, binary}
@type json_parse_error :: {:error, Jason.DecodeError.t()}
@type tool_result ::
{:ok, binary}
| unknown_tool_error
| args_error
| tool_error
| frob_error
@type raw_tool_result ::
:ok
| {:ok, any}
| {:error, any}
| :error
| frob_error
@doc """
Returns the OpenAPI spec for the tool as an elixir map.
"""
@callback spec() :: tool_spec
@doc """
Returns true if the tool is asynchronous, false otherwise. If `false`, when
the LLM performs a multi-tool call, this tool will be called synchronously,
after all other (asynchronous) tools have been called.
"""
@callback async?() :: boolean
@doc """
Returns true if the tool is available for use, false otherwise. This is used
to determine whether the tool can be used in the current context, such as
whether the tool is available in the current project or if it requires
specific conditions to be met (e.g., a project being set, availability of an
external tool like ripgrep, etc.).
"""
@callback is_available?() :: boolean
@doc """
Calls the tool with the provided arguments and returns the response as an :ok
tuple.
"""
@callback call(args :: map) :: raw_tool_result
@doc """
Reads the arguments and returns a map of the arguments if they are valid.
This is used to validate args before the tool is called. The result is what
is passed to `call/2`, `ui_note_on_request/1`, and `ui_note_on_result/2`.
"""
@callback read_args(args :: map) :: {:ok, map} | args_error
@doc """
Return either a short string or a string tuple of label + detail to be
displayed when the tool is called.
"""
@callback ui_note_on_request(args :: map) ::
{binary, binary}
| binary
| nil
@doc """
Return either a short string or a string tuple of label + detail to be
displayed when the tool call is successful.
"""
@callback ui_note_on_result(args :: map, result :: any) ::
{binary, binary}
| binary
| nil
# ----------------------------------------------------------------------------
# General Tool Registry - only required for tools that are generally available
# ----------------------------------------------------------------------------
@tools %{
"confirm_tool" => AI.Tools.Confirm,
"file_contents_tool" => AI.Tools.File.Contents,
"file_info_tool" => AI.Tools.File.Info,
"file_list_tool" => AI.Tools.File.List,
"file_outline_tool" => AI.Tools.File.Outline,
"file_reindex_tool" => AI.Tools.File.Reindex,
"file_search_tool" => AI.Tools.File.Search,
"file_spelunker_tool" => AI.Tools.File.Spelunker,
"git_diff_branch_tool" => AI.Tools.Git.DiffBranch,
"git_grep_tool" => AI.Tools.Git.Grep,
"git_list_branches_tool" => AI.Tools.Git.ListBranches,
"git_log_tool" => AI.Tools.Git.Log,
"git_pickaxe_tool" => AI.Tools.Git.Pickaxe,
"git_show_tool" => AI.Tools.Git.Show,
"git_unstaged_changes_tool" => AI.Tools.Git.UnstagedChanges,
"list_projects_tool" => AI.Tools.ListProjects,
"prior_research" => AI.Tools.Notes,
"research_tool" => AI.Tools.Research,
"ripgrep_search" => AI.Tools.Ripgrep
}
# ----------------------------------------------------------------------------
# API Functions
# ----------------------------------------------------------------------------
def tools, do: @tools
@doc """
Returns a `toolbox` that includes all generally available tools and frobs.
"""
@spec all_tools() :: toolbox
def all_tools() do
@tools
|> Map.merge(Frobs.module_map())
|> Enum.filter(fn {_name, mod} -> mod.is_available?() end)
|> Map.new()
end
@doc """
Generate a list of tool specs from a toolbox map.
"""
@spec toolbox_to_specs(toolbox) :: [tool_spec]
def toolbox_to_specs(toolbox), do: Enum.map(Map.values(toolbox), & &1.spec())
@spec tool_module(tool_name, toolbox | nil) ::
{:ok, module}
| unknown_tool_error
def tool_module(tool_name, tools \\ nil) do
tools =
if is_nil(tools) do
all_tools()
else
tools
end
case Map.get(tools, tool_name) do
nil -> {:error, :unknown_tool, tool_name}
module -> {:ok, module}
end
end
@spec tool_spec!(tool_name, toolbox | nil) :: tool_spec
def tool_spec!(tool, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools) do
module.spec()
else
{:error, :unknown_tool, tool} ->
raise ArgumentError, "Unknown tool: #{tool}"
end
end
@spec tool_spec(tool_name, toolbox | nil) ::
{:ok, tool_spec}
| {:error, :unknown_tool, binary}
def tool_spec(tool, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools) do
{:ok, module.spec()}
end
end
@spec perform_tool_call(tool_name, parsed_args, toolbox | nil) :: tool_result
def perform_tool_call(tool, args, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools),
{:ok, args} <- module.read_args(args),
:ok <- validate_required_args(tool, args, tools) do
# Call the tool's function with the provided arguments
args
|> module.call()
# Convert results (or error) to a string for output
|> case do
# Binary responses
{:ok, response} when is_binary(response) -> {:ok, response}
{:error, reason} when is_binary(reason) -> {:error, reason}
# Structured responses
{:ok, response} -> Jason.encode(response)
{:error, reason} -> {:error, inspect(reason)}
# Empty responses
:ok -> {:ok, "#{tool} completed successfully"}
:error -> {:error, "#{tool} failed with an unknown error"}
# Frob errors
{:error, code, msg} -> {:error, "#{tool} failed with code #{code}: #{msg}"}
end
end
end
@spec on_tool_request(tool_name, parsed_args, toolbox | nil) ::
{binary, binary}
| binary
| nil
def on_tool_request(tool, args, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools),
:ok <- validate_required_args(tool, args, tools) do
try do
module.ui_note_on_request(args)
rescue
e ->
UI.error(
"Error logging tool call request for <#{tool}> (args: #{inspect(args)})",
inspect(e)
)
nil
end
else
{:error, :missing_argument, _key} ->
nil
error ->
UI.error(
"Error logging tool call request for <#{tool}> (args: #{inspect(args)})",
inspect(error)
)
nil
end
end
@spec on_tool_result(tool_name, parsed_args, any, toolbox | nil) ::
{binary, binary}
| binary
| nil
def on_tool_result(tool, args, result, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools) do
try do
module.ui_note_on_result(args, result)
rescue
e in ArgumentError ->
{
"Error logging tool call result for <#{tool}> (args: #{inspect(args)})",
inspect(e)
}
end
end
end
@spec validate_required_args(tool_name, parsed_args, toolbox | nil) :: :ok | args_error
def validate_required_args(tool, args, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools) do
module.spec()
|> Map.get(:function)
|> Map.get(:parameters)
|> Map.get(:required)
|> check_required_args(args)
end
end
@spec required_arg_error(binary) :: missing_arg_error
def required_arg_error(key) do
{:error, :missing_argument, key}
end
@spec with_args(tool_name, parsed_args, (parsed_args -> any), toolbox | nil) :: any
def with_args(tool, args, fun, tools \\ nil) do
with {:ok, module} <- tool_module(tool, tools),
{:ok, args} <- module.read_args(args) do
try do
fun.(args)
rescue
e in ArgumentError ->
UI.error(
"AI.Tools.with_args/3 failed for <#{tool}> with args: #{inspect(args)}",
inspect(e)
)
{:error, :invalid_argument, e.message}
end
end
end
@spec is_async?(tool_name, toolbox | nil) :: boolean
def is_async?(tool_name, tools \\ nil) do
with {:ok, module} <- tool_module(tool_name, tools) do
module.async?()
else
_ -> false
end
end
# ----------------------------------------------------------------------------
# Common Utility Functions
# ----------------------------------------------------------------------------
@type project :: Store.Project.t()
@type entry :: Store.Project.Entry.t()
@type project_not_found :: {:error, :project_not_found} | {:error, :project_not_set}
@type entry_not_found :: {:error, :enoent}
@type something_not_found :: project_not_found | entry_not_found
@doc """
Retrieves an argument from the parsed arguments map. If `allow_empty?` is
`true` (default: `false`), an empty string or `nil` value is considered valid
and will return `{:ok, value}`. If `allow_empty?` is `false`, an empty string
or `nil` will return an error indicating a missing argument.
"""
@spec get_arg(parsed_args, atom | binary, bool) :: {:ok, any} | {:error, binary}
def get_arg(opts, key, allow_empty? \\ false) do
opts
|> Map.fetch(key)
|> case do
{:ok, ""} when not allow_empty? -> {:error, :missing_argument, key}
{:ok, nil} when not allow_empty? -> {:error, :missing_argument, key}
{:ok, value} -> {:ok, value}
:error -> {:error, :missing_argument, key}
end
end
@spec has_indexed_project() :: boolean
def has_indexed_project do
with {:ok, project} <- Store.get_project() do
project |> Store.Project.has_index?()
else
_ -> false
end
end
@spec get_project() :: {:ok, project} | project_not_found
def get_project() do
with {:ok, project} <- Store.get_project() do
if Store.Project.exists_in_store?(project) do
{:ok, project}
else
{:error, :project_not_found}
end
end
end
@spec get_entry(binary) :: {:ok, entry} | something_not_found
def get_entry(file) do
with {:ok, project} <- get_project() do
get_entry(project, file)
end
end
@spec get_entry(Store.Project.t(), binary) :: {:ok, entry} | entry_not_found
def get_entry(project, file) do
Store.Project.find_entry(project, file)
end
@spec get_file_contents(binary) :: {:ok, binary} | something_not_found
def get_file_contents(file) do
with {:ok, project} <- get_project(),
{:ok, path} <- Util.find_file_within_root(file, project.source_root) do
File.read(path)
end
end
@doc """
Given a list of modules, returns a map from tool_name => module, using each
module's spec().function.name value as the key.
"""
@spec build_toolbox([module] | %{binary => module} | nil) :: toolbox
def build_toolbox(modules) when is_list(modules) do
Enum.reduce(modules, %{}, fn mod, acc ->
spec = mod.spec()
fun_name =
case spec[:function] do
nil -> spec["function"]
val -> val
end
name = fun_name[:name] || fun_name["name"]
if is_binary(name) and name != "" do
Map.put(acc, name, mod)
else
acc
end
end)
end
def build_toolbox(modules) when is_map(modules), do: modules
def build_toolbox(nil), do: %{}
# ----------------------------------------------------------------------------
# Private Functions
# ----------------------------------------------------------------------------
defp check_required_args([], _args) do
:ok
end
defp check_required_args([key | keys], args) do
with :ok <- get_required_arg(args, key) do
check_required_args(keys, args)
end
end
defp get_required_arg(args, key) do
args
|> Map.fetch(key)
|> case do
:error -> required_arg_error(key)
{:ok, ""} -> required_arg_error(key)
{:ok, nil} -> required_arg_error(key)
_ -> :ok
end
end
end