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lib/ai/tools/strategies/search.ex
defmodule AI.Tools.Strategies.Search do @behaviour AI.Tools @impl AI.Tools def ui_note_on_request(%{"query" => query}) do {"Searching for research strategies", query} end @impl AI.Tools def ui_note_on_result(_args, result) do titles = result |> Jason.decode!() |> Enum.map(fn %{"title" => title} -> "- #{title}" end) |> Enum.join("\n") {"Identified possible research strategies", "\n#{titles}"} end @impl AI.Tools def read_args(%{"query" => query}), do: {:ok, %{"query" => query}} def read_args(_args), do: AI.Tools.required_arg_error("query") @impl AI.Tools def spec() do %{ type: "function", function: %{ name: "strategies_search_tool", description: """ "Research Strategies" are research plans that can be used to guide the research strategy of the orchestrating AI agent. Research Strategies are agnostic to the project and the context of the user's query, instead focusing on the process to follow when researching specific classes of problems. This tool performs a semantic search of your saved research strategies. Returns up to 10 matching strategies' title and prompt. It is up to **YOU** to decide which strategy is most appropriate for the user's query and to adapt it for the specific context. After providing the strategy to the orchestrating AI agent, you may elect to use the `save_strategy_tool` to refine the strategy by improving the prompt, title, or example questions. """, strict: true, parameters: %{ additionalProperties: false, type: "object", required: ["query"], properties: %{ query: %{ type: "string", description: """ The search query to use for the search. This will be matched against example user queries that could be answered using the identified research strategy. Avoid including project-specific terms or details in your query. Instead, focus on the CLASS of problem you are trying to solve. """ } } } } } end @impl AI.Tools def call(_completion, args) do with {:ok, query} <- Map.fetch(args, "query") do query |> Store.search_strategies() |> Enum.reduce([], fn {score, prompt}, acc -> with {:ok, info} <- Store.Strategy.read(prompt) do data = %{ title: info.title, prompt: info.prompt, match_score: score } [data | acc] end end) |> Enum.reverse() |> then(&{:ok, &1}) end endend