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AI code archaeology
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Files
lib/ai/tools/file/search.ex
defmodule AI.Tools.File.Search do
@max_search_results 5
@doc """
This tool requires that the project has been indexed to use. If the project
has not been indexed, the tool should not be made available.
"""
def is_available?() do
Store.get_project() |> Store.Project.has_index?()
end
@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 implements a robust semantic search to find project
files matching your query input. Each file in the search index was
primed for semantic search using an LLM to generate contextual content
related to the file contents, allowing for improved fuzzy searches.
Note that 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()
|> case do
{:ok, results} ->
results
|> Enum.map(fn {entry, score, data} ->
{entry.rel_path, score, data}
end)
|> then(&{:ok, &1})
{:error, reason} ->
{:error, reason}
end
end
end