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Example code of excelle-insights/ai-assistant

Informations about the package ai-assistant

Excelle Insights — AI Assistant Package

Standalone Composer package: one trainable AI core for WhatsApp auto-reply, in-app user guidance, diagnosis support and business analysis — same install pattern as excelle-insights/whatsapp, working with any LLM provider (OpenAI, OpenRouter, Ollama, Together, vLLM…), not just OpenAI.

Name history: folder/repo are now ai-assistant; own tables are ai_assistant_*. The composer name excelle-insights/ai-assistant and the PHP namespace ExcelleInsights\AiAssistant\… are kept until hosts migrate (then they become excelle-insights/ai-assistant / …\AiAssistant\…).

No edits to vendor/excelle-insights/whatsapp required.

Full step-by-step guides live in docs/ (install, connect, knowledge, WhatsApp channel, one-AI router, config, troubleshooting, LLM providers + table rename).

Features

Requirements

Installation

1. Require via Composer

Or for local dev add to host composer.json:

2. Run package migrations (own phinx.php, like whatsapp package)

Creates (prefix from TablePrefix::get(), default ai_assistant):

Upgrading from ai_whatsapp_*? Migration 20260922000000 renames old → new, data preserved — see docs/08-llm-providers-and-rename.md §3.

No company_id column added to vendor whatsapp_* tables.

3. Hook inbound (host adds 2 lines, no vendor edit)

In api/whatsapp/callback.php and api/src/Controllers/WhatsappController.php::webhookProcess() after WhatsappService::processWebhookPayload($payload):

$results is the array returned by processWebhookPayload (['type'=>'message', 'wa_message_id'=>..., 'conversation_id'=>...]).

4. Provide system context (host implements interface)

Pass to manager (any LlmClientInterface accepted — use LlmFactory::make() for env-driven provider selection):

If you don't provide openAI, the package builds one via LlmFactory::make() reading LLM_* (fallback OPENAI_*) from host .env.

Any app works here: any PDO, any SystemContextProviderInterface implementation, any LlmClientInterface (LlmFactory::make() or your own) — ExcelleCore\* above is just the MaintainA example.

4b. Receive booking requests (host implements interface)

When a customer asks to book ("I want to book…", "nataka miadi…"), the package detects the intent, extracts the service + preferred date from the conversation, and hands a Support\BookingIntent to the host. The package never writes app tables — the host persists it however its domain requires (booking row, ticket, CRM lead).

Register it where you hook inbound (constructor or setter — both work):

Notes:

5. Train

Or via service:

File import: POST https://host/api/integrations/whatsapp/ai-knowledge/import (CSV; see docs/03-knowledge-training.md).

Configuration

config/ai-assistant.php (publish to host config/ if needed):

How It Works

  1. Inbound POST /api/integrations/whatsapp/webhook (router flattened {field,value}) → WhatsappService::processWebhookPayload() inserts whatsapp_messages direction=inbound + whatsapp_conversations + events.
  2. Hook calls AiAssistantService::onInboundMessages() for each new wa_message_id.
  3. Context via SystemContextProvider + Knowledge via KnowledgeService::search($companyId, $messageBody, 5).
  4. Prompt built and sent via the configured LLM (LlmClientInterface::chat(), default model from LlmFactory::defaultModel()).
  5. Reply via WhatsappApi::sendTextMessage($from, $reply) if isSessionActive() else enqueue to whatsapp_queue with template.

Same core answers guide/diagnosis/analysis requests — the host routes per intent (see docs/05-one-ai-router.md).

Pushing Changes

(Cutting over to composer name excelle-insights/ai-assistant happens as a separate versioned step once hosts are ready.)

References

All versions of ai-assistant with dependencies

PHP Build Version
Package Version
Requires php Version >=8.1
ext-json Version *
ext-pdo Version *
guzzlehttp/guzzle Version ^7.0
vlucas/phpdotenv Version ^5.7
Composer command for our command line client (download client) This client runs in each environment. You don't need a specific PHP version etc. The first 20 API calls are free. Standard composer command

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