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AI code archaeology
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lib/ai/agent/file_info.ex
defmodule AI.Agent.FileInfo do
@model "gpt-4o-mini"
# It's actually 128k for this model, but "context window" != "attention span"
@max_tokens 50_000
@prompt """
You are an AI agent who is responsible for answering questions about a file's
contents. The AI search agent will request specific details about a file. Use
your tools as appropriate to provide the most accurate and relevant answers
to the search agent's questions.
"""
@tools [
AI.Tools.GitShow.spec(),
AI.Tools.GitPickaxe.spec()
]
# -----------------------------------------------------------------------------
# Behaviour implementation
# -----------------------------------------------------------------------------
@behaviour AI.Agent
@impl AI.Agent
def get_response(ai, opts) do
with {:ok, file} <- Map.fetch(opts, :file),
{:ok, question} <- Map.fetch(opts, :question),
{:ok, content} <- Map.fetch(opts, :content) do
question = """
File: #{file}
Question: #{question}
"""
AI.Accumulator.get_response(ai,
max_tokens: @max_tokens,
model: @model,
tools: @tools,
prompt: @prompt,
input: content,
question: question,
on_event: &on_event/2
)
end
end
defp on_event(:tool_call, {"git_show_tool", %{"sha" => sha}}) do
UI.report_step("[file_info] Inspecting commit", sha)
end
defp on_event(:tool_call, {"git_pickaxe_tool", %{"regex" => regex}}) do
UI.report_step("[file_info] Archaeologizing", regex)
end
defp on_event(_, _), do: :ok
end