retrieval

Application.fetch_env!(:fastrepl, :proxy_api_key)
Application.fetch_env!(:fastrepl, :proxy_api_base)

Section

repo_full_name = "BerriAI/litellm"
issue_number = "3673"

comments = Fastrepl.Github.list_issue_comments!(repo_full_name, issue_number)
issue = Fastrepl.Github.get_issue!(repo_full_name, issue_number)

root_path = ""

tools = [
  Fastrepl.Retrieval.Tool.SemanticSearch,
  Fastrepl.Retrieval.Tool.KeywordSearch
]

ctx =
  root_path
  |> Fastrepl.Retrieval.Context.from()
  |> Fastrepl.Retrieval.Context.add_tools(tools)

ctx =
  1..3
  |> Enum.reduce(ctx, fn _, ctx ->
    ctx
    |> Fastrepl.Retrieval.Planner.run(issue, comments)
    |> then(fn {ctx, plans} -> Fastrepl.Retrieval.Executor.run(ctx, plans) end)
    |> then(fn {ctx, _result} -> ctx end)
  end)

ctx

result

planner_result = Fastrepl.Retrieval.Planner.from_issue(tools, issue, comments)

chunks =
  root_path
  |> Fastrepl.FS.list_informative_files()
  |> Enum.flat_map(&Fastrepl.Retrieval.Chunker.chunk_file/1)

context = %{root_path: root_path, chunks: chunks}

Fastrepl.Retrieval.Tool.KeywordSearch.run(%{"query" => "x-litellm-version"}, context)

Fastrepl.Retrieval.Executor.run(planner_result, context)