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AI code archaeology
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lib/cmd/default.ex
defmodule Cmd.Default do
@moduledoc """
Converses with the default AI agent.
Conversations are a "floating window" of messages that are stored in the
default project.
"""
@behaviour Cmd
@impl Cmd
def spec() do
[
default: [
name: "default",
about: """
Converse with the default AI agent. This feature is *alpha* and not
fully functional yet. It uses the current directory to determine
whether it is within a project context. If it's within a project, it
can use the research tools, but it cannot yet access the project's
notes or past research. Please open an issue if you notice any bugs.
""",
options: [
prompt: [
value_name: "PROMPT",
long: "--prompt",
short: "-p",
help: "The prompt to ask the AI",
required: true
]
]
]
]
end
@impl Cmd
def run(opts, _subcommands, _unknown) do
with {:ok, prompt} <- Map.fetch(opts, :prompt),
{:ok, result} <- AI.Agent.Default.get_response(%{prompt: prompt}) do
IO.puts(result.response)
IO.puts("")
maybe_rollup(result.usage, result.num_msgs)
else
:error -> IO.puts("Error: Missing required option --prompt")
end
end
# ----------------------------------------------------------------------------
# Rollups: Archive older messages as a summary when the size of the
# conversation exceeds a threshold based on the model's context window.
# ----------------------------------------------------------------------------
@rollup_prompt """
The conversation is beginning to fill the context window. Would you like to
archive older messages? Older messages will be archived as a monthly summary
for reference. The AI will continue to have access to those summaries.
"""
@rollup_context_threshold 0.1
defp maybe_rollup(usage, num_msgs) do
UI.log_usage(AI.Agent.Default.model(), usage)
UI.info("Conversation length: #{num_msgs} messages")
if usage / AI.Agent.Default.model().context > @rollup_context_threshold do
if UI.confirm(@rollup_prompt) do
last_interaction = Store.DefaultProject.Conversation.last_interaction()
AI.Agent.Default.Rollups.get_response(%{})
|> case do
{:ok, summaries} ->
Store.DefaultProject.Conversation.replace_messages(summaries ++ last_interaction)
UI.info("Summarized and archived older messages.")
{:error, reason} ->
UI.error("Failed to generate summaries: #{reason}")
end
else
UI.info("Conversation not consolidated.")
end
end
end
end