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fnord
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lib/store.ex
defmodule Store do
require Logger
@strategies_dir "strategies"
@non_project_paths MapSet.new([@strategies_dir])
def store_home() do
home = Settings.home()
File.mkdir_p!(home)
home
end
# -----------------------------------------------------------------------------
# Projects
# -----------------------------------------------------------------------------
def get_project(nil), do: get_project()
def get_project(project_name) do
home = store_home()
store_path = Path.join(home, project_name)
Store.Project.new(project_name, store_path)
end
def get_project() do
project = Settings.get_selected_project!()
get_project(project)
end
def list_projects() do
home = Settings.home()
home
|> Path.join("*")
|> Path.wildcard()
|> Enum.filter(&File.dir?/1)
|> Enum.map(&Path.basename/1)
|> Enum.reject(&MapSet.member?(@non_project_paths, &1))
|> Enum.map(&Store.Project.new(&1, home))
end
# -----------------------------------------------------------------------------
# Strategies
# -----------------------------------------------------------------------------
def strategies_dir() do
Path.join(store_home(), @strategies_dir)
end
def list_strategies() do
strategies_dir()
|> File.ls()
|> case do
{:ok, dirs} ->
dirs
|> Enum.sort()
|> Enum.map(&Store.Strategy.new(&1))
_ ->
[]
end
end
def search_strategies(query, max_results \\ 3) do
Store.Strategy.install_initial_strategies()
{:ok, needle} =
Indexer.impl().new()
|> Indexer.impl().get_embeddings(query)
strategies = list_strategies()
workers = Enum.count(strategies)
strategies
|> Util.async_stream(
fn strategy ->
with {:ok, embeddings} <- Store.Strategy.read_embeddings(strategy) do
{:ok, {strategy, embeddings}}
end
end,
max_concurrency: workers
)
|> Util.async_stream(
fn
{:ok, {:ok, {strategy, embeddings}}} ->
score = AI.Util.cosine_similarity(needle, embeddings)
{score, strategy}
_ ->
nil
end,
max_concurrency: workers
)
# Collect the results
|> Enum.reduce([], fn
{:ok, {score, strategy}}, acc -> [{score, strategy} | acc]
_, acc -> acc
end)
|> Enum.sort(fn {a, _}, {b, _} -> a >= b end)
|> Enum.take(max_results)
end
end