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AI code archaeology
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lib/ai/tools/file/search.ex
defmodule AI.Tools.File.Search do
@max_search_results 5
@behaviour AI.Tools
@impl AI.Tools
def ui_note_on_request(args), do: {"Searching", args["query"]}
@impl AI.Tools
def ui_note_on_result(_args, _result), do: nil
@impl AI.Tools
def read_args(%{"query" => query}), do: {:ok, %{"query" => query}}
@impl AI.Tools
def spec() do
%{
type: "function",
function: %{
name: "file_search_tool",
description: """
The search tool uses a semantic search to find project files matching
your query input. This tool does NOT have access to historical data or
commit messages. It only searches the most recently indexed version of
the project.
""",
strict: true,
parameters: %{
additionalProperties: false,
type: "object",
required: ["query"],
properties: %{
query: %{
type: "string",
description: "The search query string."
}
}
}
}
}
end
@impl AI.Tools
def call(completion, args) do
opts = Map.get(completion, :opts, %{})
with {:ok, query} <- Map.fetch(args, "query"),
{:ok, matches} <- search(query, opts) do
matches
|> Enum.map(fn {file, score, data} ->
"""
# `#{file}` (cosine similarity: #{score})
#{data["summary"]}
"""
end)
|> Enum.join("\n-----\n")
|> then(fn res -> {:ok, "[search_tool]\n#{res}"} end)
end
end
# -----------------------------------------------------------------------------
# Searches the database for matches to the search query. Returns a list of
# `{file, score, data}` tuples.
# -----------------------------------------------------------------------------
defp search(query, opts) do
opts
|> Map.put(:detail, true)
|> Map.put(:limit, @max_search_results)
|> Map.put(:query, query)
|> Search.new()
|> Search.get_results()
|> Enum.map(fn {entry, score, data} ->
{entry.rel_path, score, data}
end)
|> then(&{:ok, &1})
end
end