more improvements on tool calling

lib/elixir_ai/ai_utils/chat_utils.ex

@@ -19,6 +19,7 @@ defmodule ElixirAi.ChatUtils do
 
       headers = [{"authorization", "Bearer #{api_key}"}]
 
+      Logger.info("sending AI request with body: #{inspect(body)}")
       case Req.post(api_url,
              json: body,
              headers: headers,
@@ -39,6 +40,28 @@ defmodule ElixirAi.ChatUtils do
     end)
   end
 
+  def api_message(%{role: :assistant, tool_calls: [_ | _] = tool_calls} = msg) do
+    %{
+      role: "assistant",
+      content: Map.get(msg, :content, ""),
+      tool_calls:
+        Enum.map(tool_calls, fn call ->
+          %{
+            id: call.id,
+            type: "function",
+            function: %{
+              name: call.name,
+              arguments: call.arguments
+            }
+          }
+        end)
+    }
+  end
+
+  def api_message(%{role: :tool, tool_call_id: tool_call_id, content: content}) do
+    %{role: "tool", tool_call_id: tool_call_id, content: content}
+  end
+
   def api_message(%{role: role, content: content}) do
     %{role: Atom.to_string(role), content: content}
   end

lib/elixir_ai/ai_utils/stream_line_utils.ex

@@ -76,72 +76,49 @@ defmodule ElixirAi.AiUtils.StreamLineUtils do
     )
   end
 
-  # start tool call
+  # start and middle tool call
   def handle_stream_line(server, %{
         "choices" => [
           %{
             "delta" => %{
-              "tool_calls" => [
+              "tool_calls" => tool_calls
-                %{
-                  "function" => %{
-                    "name" => tool_name,
-                    "arguments" => tool_args_start
-                  }
-                }
-              ]
             },
-            "finish_reason" => nil,
+            "finish_reason" => nil
-            "index" => tool_index
           }
         ],
         "id" => id
-      }) do
+      })
-    send(
+      when is_list(tool_calls) do
-      server,
+    Enum.each(tool_calls, fn
-      {:ai_tool_call_start, id, {tool_name, tool_args_start, tool_index}}
+      %{
-    )
+        "id" => tool_call_id,
-  end
+        "index" => tool_index,
+        "type" => "function",
+        "function" => %{"name" => tool_name, "arguments" => tool_args_start}
+      } ->
+        Logger.info("Received tool call start for tool #{tool_name}")
 
-  # middle tool call
+        send(
-  def handle_stream_line(server, %{
+          server,
-        "choices" => [
+          {:ai_tool_call_start, id, {tool_name, tool_args_start, tool_index, tool_call_id}}
-          %{
+        )
-            "delta" => %{
+
-              "tool_calls" => [
+      %{"index" => tool_index, "function" => %{"arguments" => tool_args_diff}} ->
-                %{
+        Logger.info("Received tool call middle for index #{tool_index}")
-                  "function" => %{
+        send(server, {:ai_tool_call_middle, id, {tool_args_diff, tool_index}})
-                    "arguments" => tool_args_diff
+
-                  }
+      other ->
-                }
+        Logger.warning("Unmatched tool call item: #{inspect(other)}")
-              ]
+    end)
-            },
-            "finish_reason" => nil,
-            "index" => tool_index
-          }
-        ],
-        "id" => id
-      }) do
-    send(
-      server,
-      {:ai_tool_call_middle, id, {tool_args_diff, tool_index}}
-    )
   end
 
   # end tool call
   def handle_stream_line(server, %{
-        "choices" => [
+        "choices" => [%{"finish_reason" => "tool_calls"}],
-          %{
-            "delta" => %{},
-            "finish_reason" => "tool_calls",
-            "index" => tool_index
-          }
-        ],
         "id" => id
       }) do
-    send(
+    Logger.info("Received tool call end")
-      server,
+    send(server, {:ai_tool_call_end, id})
-      {:ai_tool_call_end, id, tool_index}
-    )
   end
 
   def handle_stream_line(_server, %{"error" => error_info}) do

lib/elixir_ai/application.ex

@@ -9,6 +9,7 @@ defmodule ElixirAi.Application do
       {DNSCluster, query: Application.get_env(:elixir_ai, :dns_cluster_query) || :ignore},
       {Phoenix.PubSub, name: ElixirAi.PubSub},
       ElixirAi.ChatRunner,
+      ElixirAi.ToolTesting,
       ElixirAiWeb.Endpoint
     ]
 

lib/elixir_ai/chat_runner.ex

@@ -37,7 +37,7 @@ defmodule ElixirAi.ChatRunner do
       },
       "read_thing" => %{
         definition: ElixirAi.ToolTesting.read_thing_definition("read_thing"),
-        function: &ElixirAi.ToolTesting.get_thing/0
+        function: &ElixirAi.ToolTesting.get_thing/1
       }
     }
   end
@@ -102,6 +102,7 @@ defmodule ElixirAi.ChatRunner do
   end
 
   def handle_info({:ai_stream_finish, _id}, state) do
+    Logger.info("AI stream finished for id #{state.streaming_response.id}, broadcasting end of AI response")
     broadcast(:end_ai_response)
 
     final_message = %{
@@ -120,7 +121,10 @@ defmodule ElixirAi.ChatRunner do
      }}
   end
 
-  def handle_info({:ai_tool_call_start, _id, {tool_name, tool_args_start, tool_index}}, state) do
+  def handle_info(
+        {:ai_tool_call_start, _id, {tool_name, tool_args_start, tool_index, tool_call_id}},
+        state
+      ) do
     Logger.info("AI started tool call #{tool_name}")
 
     new_streaming_response = %{
@@ -131,7 +135,8 @@ defmodule ElixirAi.ChatRunner do
               %{
                 name: tool_name,
                 arguments: tool_args_start,
-                index: tool_index
+                index: tool_index,
+                id: tool_call_id
               }
             ]
     }
@@ -161,68 +166,45 @@ defmodule ElixirAi.ChatRunner do
     {:noreply, %{state | streaming_response: new_streaming_response}}
   end
 
-  def handle_info({:ai_tool_call_end, _id, tool_index}, state) do
+  def handle_info({:ai_tool_call_end, _id}, state) do
+    Logger.info("ending tool call with tools: #{inspect(state.streaming_response.tool_calls)}")
+
     tool_calls =
-      Enum.map(state.streaming_response.tool_calls, fn
+      Enum.map(state.streaming_response.tool_calls, fn tool_call ->
-        %{
+        case Jason.decode(tool_call.arguments) do
-          arguments: existing_args,
+          {:ok, decoded_args} ->
-          index: ^tool_index
+            tool_function = tools()[tool_call.name].function
-        } = tool_call ->
+            res = tool_function.(decoded_args)
-          case Jason.decode(existing_args) do
+            Map.put(tool_call, :result, res)
-            {:ok, decoded_args} ->
-              tool_function = tools()[tool_call.name].function
-              res = tool_function.(decoded_args)
 
-              Map.put(tool_call, :result, res)
+          {:error, e} ->
-
+            Map.put(tool_call, :error, "Failed to decode tool arguments: #{inspect(e)}")
-            {:error, e} ->
+        end
-              Map.put(tool_call, :error, "Failed to decode tool arguments: #{inspect(e)}")
-          end
-
-        other ->
-          other
       end)
 
-    all_tool_calls_finished =
+    tool_request_message = %{
-      Enum.all?(tool_calls, fn call ->
+      role: :assistant,
-        Map.has_key?(call, :result) or Map.has_key?(call, :error)
+      content: state.streaming_response.content,
+      reasoning_content: state.streaming_response.reasoning_content,
+      tool_calls: tool_calls
+    }
+
+    result_messages =
+      Enum.map(tool_calls, fn call ->
+        if Map.has_key?(call, :result) do
+          %{role: :tool, content: "#{inspect(call.result)}", tool_call_id: call.id}
+        else
+          %{role: :tool, content: "Error in #{call.name}: #{call.error}", tool_call_id: call.id}
+        end
       end)
 
-    state =
+    new_messages = [tool_request_message] ++ result_messages
-      case all_tool_calls_finished do
-        true ->
-          Logger.info("All tool calls finished, broadcasting updated tool calls with results")
 
-          new_message = %{
+    Logger.info("All tool calls finished, broadcasting updated tool calls with results")
-            role: :assistant,
+    broadcast({:tool_calls_finished, new_messages})
-            content: state.streaming_response.content,
-            reasoning_content: state.streaming_response.reasoning_content,
-            tool_calls: tool_calls
-          }
 
-          new_state = %{
+    {:noreply,
-            state
+     %{state | messages: state.messages ++ new_messages, streaming_response: nil}}
-            | messages:
-                state.messages ++
-                  [
-                    new_message
-                  ],
-              streaming_response: nil
-          }
-
-          broadcast({:tool_calls_finished, new_message})
-
-        false ->
-          %{
-            state
-            | streaming_response: %{
-                state.streaming_response
-                | tool_calls: tool_calls
-              }
-          }
-      end
-
-    {:noreply, state}
   end
 
   def handle_call(:get_conversation, _from, state) do

lib/elixir_ai/tool_testing.ex

@@ -9,6 +9,10 @@ defmodule ElixirAi.ToolTesting do
     GenServer.call(__MODULE__, :get_thing)
   end
 
+  def get_thing(_) do
+    GenServer.call(__MODULE__, :get_thing)
+  end
+
   def store_thing_definition(name) do
     %{
       "type" => "function",

lib/elixir_ai_web/components/chat_message.ex

@@ -3,6 +3,26 @@ defmodule ElixirAiWeb.ChatMessage do
   alias ElixirAiWeb.Markdown
   alias Phoenix.LiveView.JS
 
+  attr :content, :string, required: true
+  attr :tool_call_id, :string, required: true
+
+  def tool_result_message(assigns) do
+    ~H"""
+    <div class="mb-1 max-w-prose rounded-lg border border-cyan-900/40 bg-cyan-950/20 text-xs font-mono overflow-hidden">
+      <div class="flex items-center gap-2 px-3 py-1.5 border-b border-cyan-900/40 bg-cyan-900/10 text-cyan-600">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor" class="w-3 h-3 shrink-0">
+          <path fill-rule="evenodd" d="M10 2a.75.75 0 0 1 .75.75v.258a33.186 33.186 0 0 1 6.668 2.372.75.75 0 1 1-.636 1.354 31.66 31.66 0 0 0-1.598-.632l1.44 7.402a.75.75 0 0 1-.26.726A18.698 18.698 0 0 1 10 15.75a18.698 18.698 0 0 1-6.364-1.518.75.75 0 0 1-.26-.726l1.44-7.402a31.66 31.66 0 0 0-1.598.632.75.75 0 1 1-.636-1.354 33.186 33.186 0 0 1 6.668-2.372V2.75A.75.75 0 0 1 10 2Z" clip-rule="evenodd" />
+        </svg>
+        <span class="text-cyan-600/70 flex-1 truncate">tool result</span>
+        <span class="text-cyan-800 text-[10px] truncate max-w-[12rem]">{@tool_call_id}</span>
+      </div>
+      <div class="px-3 py-2">
+        <pre class="text-cyan-500/70 whitespace-pre-wrap break-all">{@content}</pre>
+      </div>
+    </div>
+    """
+  end
+
   attr :content, :string, required: true
 
   def user_message(assigns) do
@@ -104,29 +124,7 @@ defmodule ElixirAiWeb.ChatMessage do
         </div>
       <% end %>
       <%= for tool_call <- @tool_calls do %>
-        <div class="mb-1 max-w-prose rounded-lg border border-cyan-900 bg-cyan-950/40 text-xs font-mono overflow-hidden">
+        <.tool_call_item tool_call={tool_call} />
-          <div class="flex items-center gap-2 px-3 py-1 border-b border-cyan-900 bg-cyan-900/30 text-cyan-400">
-            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor" class="w-3 h-3">
-              <path fill-rule="evenodd" d="M6.28 5.22a.75.75 0 0 1 0 1.06L2.56 10l3.72 3.72a.75.75 0 0 1-1.06 1.06L.97 10.53a.75.75 0 0 1 0-1.06l4.25-4.25a.75.75 0 0 1 1.06 0Zm7.44 0a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.75.75 0 0 1-1.06-1.06L17.44 10l-3.72-3.72a.75.75 0 0 1 0-1.06Z" clip-rule="evenodd" />
-            </svg>
-            <span class="text-cyan-300 font-semibold">{tool_call.name}</span>
-          </div>
-          <%= if tool_call[:arguments] && tool_call[:arguments] != "" do %>
-            <div class="px-3 py-2 text-cyan-500 border-b border-cyan-900/50">
-              <span class="text-cyan-700 mr-1">args</span>{tool_call.arguments}
-            </div>
-          <% end %>
-          <%= if Map.has_key?(tool_call, :result) do %>
-            <div class="px-3 py-2 text-cyan-200">
-              <span class="text-cyan-700 mr-1">result</span>{inspect(tool_call.result)}
-            </div>
-          <% end %>
-          <%= if Map.has_key?(tool_call, :error) do %>
-            <div class="px-3 py-2 text-red-400">
-              <span class="text-red-600 mr-1">error</span>{tool_call.error}
-            </div>
-          <% end %>
-        </div>
       <% end %>
       <%= if @content && @content != "" do %>
         <div class="inline-block px-3 py-2 rounded-lg max-w-prose markdown bg-cyan-950/50">
@@ -136,4 +134,141 @@ defmodule ElixirAiWeb.ChatMessage do
     </div>
     """
   end
+
+  # Dispatches to the appropriate tool call component based on result state
+  attr :tool_call, :map, required: true
+
+  defp tool_call_item(%{tool_call: tool_call} = assigns) do
+    cond do
+      Map.has_key?(tool_call, :error) ->
+        assigns =
+          assigns
+          |> assign(:name, tool_call.name)
+          |> assign(:arguments, tool_call[:arguments] || "")
+          |> assign(:error, tool_call.error)
+
+        ~H"<.error_tool_call name={@name} arguments={@arguments} error={@error} />"
+
+      Map.has_key?(tool_call, :result) ->
+        assigns =
+          assigns
+          |> assign(:name, tool_call.name)
+          |> assign(:arguments, tool_call[:arguments] || "")
+          |> assign(:result, tool_call.result)
+
+        ~H"<.success_tool_call name={@name} arguments={@arguments} result={@result} />"
+
+      true ->
+        assigns =
+          assigns
+          |> assign(:name, tool_call.name)
+          |> assign(:arguments, tool_call[:arguments] || "")
+
+        ~H"<.pending_tool_call name={@name} arguments={@arguments} />"
+    end
+  end
+
+  attr :name, :string, required: true
+  attr :arguments, :string, default: ""
+
+  defp pending_tool_call(assigns) do
+    ~H"""
+    <div class="mb-1 max-w-prose rounded-lg border border-cyan-900 bg-cyan-950/40 text-xs font-mono overflow-hidden">
+      <div class="flex items-center gap-2 px-3 py-1.5 border-b border-cyan-900 bg-cyan-900/30 text-cyan-400">
+        <.tool_call_icon />
+        <span class="text-cyan-300 font-semibold flex-1">{@name}</span>
+        <span class="flex items-center gap-1 text-cyan-600">
+          <span class="w-1.5 h-1.5 rounded-full bg-cyan-600 animate-pulse inline-block"></span>
+          <span class="text-[10px]">running</span>
+        </span>
+      </div>
+      <.tool_call_args arguments={@arguments} />
+    </div>
+    """
+  end
+
+  attr :name, :string, required: true
+  attr :arguments, :string, default: ""
+  attr :result, :any, required: true
+
+  defp success_tool_call(assigns) do
+    assigns =
+      assign(assigns, :result_str, case assigns.result do
+        s when is_binary(s) -> s
+        other -> inspect(other, pretty: true, limit: :infinity)
+      end)
+
+    ~H"""
+    <div class="mb-1 max-w-prose rounded-lg border border-cyan-900 bg-cyan-950/40 text-xs font-mono overflow-hidden">
+      <div class="flex items-center gap-2 px-3 py-1.5 border-b border-cyan-900 bg-cyan-900/30 text-cyan-400">
+        <.tool_call_icon />
+        <span class="text-cyan-300 font-semibold flex-1">{@name}</span>
+        <span class="flex items-center gap-1 text-emerald-500">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16" fill="currentColor" class="w-3 h-3">
+            <path fill-rule="evenodd" d="M12.416 3.376a.75.75 0 0 1 .208 1.04l-5 7.5a.75.75 0 0 1-1.154.114l-3-3a.75.75 0 0 1 1.06-1.06l2.353 2.353 4.493-6.74a.75.75 0 0 1 1.04-.207Z" clip-rule="evenodd" />
+          </svg>
+          <span class="text-[10px]">done</span>
+        </span>
+      </div>
+      <.tool_call_args arguments={@arguments} />
+      <div class="px-3 py-2">
+        <div class="text-cyan-700 mb-1 uppercase tracking-wider text-[10px]">result</div>
+        <pre class="text-emerald-300/80 whitespace-pre-wrap break-all">{@result_str}</pre>
+      </div>
+    </div>
+    """
+  end
+
+  attr :name, :string, required: true
+  attr :arguments, :string, default: ""
+  attr :error, :string, required: true
+
+  defp error_tool_call(assigns) do
+    ~H"""
+    <div class="mb-1 max-w-prose rounded-lg border border-red-900/50 bg-cyan-950/40 text-xs font-mono overflow-hidden">
+      <div class="flex items-center gap-2 px-3 py-1.5 border-b border-red-900/50 bg-red-900/20 text-cyan-400">
+        <.tool_call_icon />
+        <span class="text-cyan-300 font-semibold flex-1">{@name}</span>
+        <span class="flex items-center gap-1 text-red-500">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16" fill="currentColor" class="w-3 h-3">
+            <path d="M8 15A7 7 0 1 0 8 1a7 7 0 0 0 0 14Zm0-10a.75.75 0 0 1 .75.75v3a.75.75 0 0 1-1.5 0v-3A.75.75 0 0 1 8 5Zm0 6.5a.75.75 0 1 1 0-1.5.75.75 0 0 1 0 1.5Z" />
+          </svg>
+          <span class="text-[10px]">error</span>
+        </span>
+      </div>
+      <.tool_call_args arguments={@arguments} />
+      <div class="px-3 py-2 bg-red-950/20">
+        <div class="text-red-700 mb-1 uppercase tracking-wider text-[10px]">error</div>
+        <pre class="text-red-400 whitespace-pre-wrap break-all">{@error}</pre>
+      </div>
+    </div>
+    """
+  end
+
+  attr :arguments, :string, default: ""
+
+  defp tool_call_args(%{arguments: args} = assigns) when args != "" do
+    assigns =
+      assign(assigns, :pretty_args, case Jason.decode(args) do
+        {:ok, decoded} -> Jason.encode!(decoded, pretty: true)
+        _ -> args
+      end)
+
+    ~H"""
+    <div class="px-3 py-2 border-b border-cyan-900/50">
+      <div class="text-cyan-700 mb-1 uppercase tracking-wider text-[10px]">arguments</div>
+      <pre class="text-cyan-400 whitespace-pre-wrap break-all">{@pretty_args}</pre>
+    </div>
+    """
+  end
+
+  defp tool_call_args(assigns), do: ~H""
+
+  defp tool_call_icon(assigns) do
+    ~H"""
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor" class="w-3 h-3 shrink-0">
+      <path fill-rule="evenodd" d="M6.28 5.22a.75.75 0 0 1 0 1.06L2.56 10l3.72 3.72a.75.75 0 0 1-1.06 1.06L.97 10.53a.75.75 0 0 1 0-1.06l4.25-4.25a.75.75 0 0 1 1.06 0Zm7.44 0a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.75.75 0 0 1-1.06-1.06L17.44 10l-3.72-3.72a.75.75 0 0 1 0-1.06Z" clip-rule="evenodd" />
+    </svg>
+    """
+  end
 end

lib/elixir_ai_web/live/chat_live.ex

@@ -1,5 +1,6 @@
 defmodule ElixirAiWeb.ChatLive do
   use ElixirAiWeb, :live_view
+  require Logger
   import ElixirAiWeb.Spinner
   import ElixirAiWeb.ChatMessage
   alias ElixirAi.ChatRunner
@@ -28,14 +29,17 @@ defmodule ElixirAiWeb.ChatLive do
           <p class="text-sm text-center mt-4">No messages yet.</p>
         <% end %>
         <%= for msg <- @messages do %>
-          <%= if msg.role == :user do %>
+          <%= cond do %>
-            <.user_message content={msg.content} />
+            <% msg.role == :user -> %>
-          <% else %>
+              <.user_message content={msg.content} />
-            <.assistant_message
+            <% msg.role == :tool -> %>
-              content={msg.content}
+              <.tool_result_message content={msg.content} tool_call_id={msg.tool_call_id} />
-              reasoning_content={msg.reasoning_content}
+            <% true -> %>
-              tool_calls={Map.get(msg, :tool_calls, [])}
+              <.assistant_message
-            />
+                content={msg.content}
+                reasoning_content={msg.reasoning_content}
+                tool_calls={Map.get(msg, :tool_calls, [])}
+              />
           <% end %>
         <% end %>
         <%= if @streaming_response do %>
@@ -102,18 +106,25 @@ defmodule ElixirAiWeb.ChatLive do
     {:noreply, assign(socket, streaming_response: updated_response)}
   end
 
-  def handle_info({:tool_calls_finished, final_message}, socket) do
+  def handle_info({:tool_calls_finished, tool_messages}, socket) do
+    Logger.info("Received tool_calls_finished with #{inspect(tool_messages)}")
     {:noreply,
      socket
-     |> update(:messages, &(&1 ++ [final_message]))
+     |> update(:messages, &(&1 ++ tool_messages))
      |> assign(streaming_response: nil)}
   end
 
+  # tool_calls_finished already cleared streaming_response and committed messages — ignore
+  def handle_info(:end_ai_response, %{assigns: %{streaming_response: nil}} = socket) do
+    {:noreply, socket}
+  end
+
   def handle_info(:end_ai_response, socket) do
     final_response = %{
       role: :assistant,
       content: socket.assigns.streaming_response.content,
-      reasoning_content: socket.assigns.streaming_response.reasoning_content
+      reasoning_content: socket.assigns.streaming_response.reasoning_content,
+      tool_calls: socket.assigns.streaming_response.tool_calls
     }
 
     {:noreply,