feat: AI chat tool-use (Claude function calling)
The Asistent AI chat can now query the tenant DB directly through Claude tool use. AiToolExecutor exposes 5 read-only tools (search_clients, get_vehicle, find_parts, recent_workorders, low_stock_parts) all scoped to the current tenant via BelongsToTenant. AiAssistantService::callClaude loops on stop_reason=tool_use up to 5 rounds: - normalize message history to content blocks - send `tools` definitions + messages to Anthropic API - on tool_use: execute each tool, append tool_results as user turn, recall - on end_turn: collect text + cumulative token counts + tool-call audit in AiMessage.meta.tools Single-shot helpers (suggestDiagnosis, suggestPrice, vinRecommendations, suggestParts) are unchanged — only the conversational chat gets tool-use. Tests (3 new): - two-round tool_use → execute → final text; verify 5 tools sent both rounds; cumulative tokens - executor finds part by brand - unknown tool name returns error blob Full suite: 109 passed. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -117,36 +117,90 @@ TXT;
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protected function callClaude(string $key, AiChat $chat, string $msg, Company $company): array
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{
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$messages = $this->historyMessages($chat);
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// Anthropic requires alternating user/assistant; system is separate.
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$messages = array_values(array_filter($messages, fn ($m) => in_array($m['role'], ['user', 'assistant'], true)));
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$r = Http::withHeaders([
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'x-api-key' => $key,
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'anthropic-version' => '2023-06-01',
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'content-type' => 'application/json',
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])
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->timeout(60)
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->post('https://api.anthropic.com/v1/messages', [
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'model' => 'claude-sonnet-4-5',
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'max_tokens' => 1024,
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'system' => $this->buildSystemPrompt($company),
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'messages' => $messages,
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]);
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// Normalize history to the structured content-block form (Claude tool-use
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// requires content blocks for the assistant turn that emitted tool_use).
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foreach ($messages as &$m) {
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if (is_string($m['content'])) {
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$m['content'] = [['type' => 'text', 'text' => $m['content']]];
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}
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}
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unset($m);
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if (! $r->successful()) {
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return ['❌ ' . ($r->json('error.message') ?? 'Anthropic API error ' . $r->status()), ['status' => $r->status()]];
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$headers = [
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'x-api-key' => $key,
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'anthropic-version' => '2023-06-01',
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'content-type' => 'application/json',
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];
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$system = $this->buildSystemPrompt($company);
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$tools = AiToolExecutor::TOOLS;
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$executor = app(AiToolExecutor::class);
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$tokensIn = 0;
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$tokensOut = 0;
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$toolCalls = [];
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$finalText = '';
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$model = null;
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// Loop on tool_use up to 5 rounds, then bail out with whatever text we have.
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for ($round = 0; $round < 5; $round++) {
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$r = Http::withHeaders($headers)->timeout(60)->post(
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'https://api.anthropic.com/v1/messages',
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[
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'model' => 'claude-sonnet-4-5',
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'max_tokens' => 1024,
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'system' => $system,
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'tools' => $tools,
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'messages' => $messages,
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]
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);
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if (! $r->successful()) {
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return ['❌ ' . ($r->json('error.message') ?? 'Anthropic API error ' . $r->status()), ['status' => $r->status()]];
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}
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$body = $r->json();
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$model = $body['model'] ?? $model;
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$tokensIn += (int) ($body['usage']['input_tokens'] ?? 0);
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$tokensOut += (int) ($body['usage']['output_tokens'] ?? 0);
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$blocks = $body['content'] ?? [];
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$finalText = collect($blocks)->where('type', 'text')->pluck('text')->implode("\n");
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if (($body['stop_reason'] ?? null) !== 'tool_use') {
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break;
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}
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// Append the assistant turn (with the tool_use block) to history.
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$messages[] = ['role' => 'assistant', 'content' => $blocks];
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// Execute every tool_use block and build the user reply with tool_results.
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$toolResults = [];
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foreach ($blocks as $b) {
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if (($b['type'] ?? '') !== 'tool_use') continue;
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$name = $b['name'];
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$input = (array) ($b['input'] ?? []);
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try {
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$out = $executor->execute($name, $input);
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} catch (\Throwable $e) {
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$out = ['error' => $e->getMessage()];
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}
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$toolCalls[] = ['name' => $name, 'input' => $input];
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$toolResults[] = [
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'type' => 'tool_result',
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'tool_use_id' => $b['id'],
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'content' => json_encode($out, JSON_UNESCAPED_UNICODE),
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];
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}
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$messages[] = ['role' => 'user', 'content' => $toolResults];
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}
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$body = $r->json();
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$text = collect($body['content'] ?? [])
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->where('type', 'text')
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->pluck('text')
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->implode("\n");
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return [$text ?: '(răspuns gol)', [
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'model' => $body['model'] ?? null,
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'tokens_in' => $body['usage']['input_tokens'] ?? null,
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'tokens_out' => $body['usage']['output_tokens'] ?? null,
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return [$finalText ?: '(răspuns gol)', [
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'model' => $model,
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'tokens_in' => $tokensIn,
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'tokens_out' => $tokensOut,
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'tools' => $toolCalls,
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]];
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}
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