From 67e8df36ce9f99d7a6d3435446220146507b46f5 Mon Sep 17 00:00:00 2001 From: Marco Costa Date: Sat, 17 Oct 2026 19:25:05 -0300 Subject: [PATCH] feat: add complete multi-agent AI system with Telegram bot Initial implementation of MultiAgentsAI featuring: - Dynamic agent configuration via environment variables - SQLite database and JSON daily context storage - OpenRouter API integration for multiple AI models - Telegram bot with commands for control, history, and interaction - Autonomous conversation loop with pause/resume and agent silencing - Model testing and statistics commands --- .gitignore | 10 + LICENSE | 668 +++++++++++++++++++++++++++++++++++++++++ README.md | 131 ++++++++ RULES.md | 106 +++++++ __init__.py | 2 + ai_agent.py | 75 +++++ config.py | 45 +++ context_manager.py | 51 ++++ database.py | 64 ++++ iniciar.sh | 35 +++ main.py | 265 ++++++++++++++++ orchestrator.py | 132 ++++++++ orchestrator_shared.py | 5 + requirements.txt | 4 + telegram_bot.py | 428 ++++++++++++++++++++++++++ 15 files changed, 2021 insertions(+) create mode 100755 .gitignore create mode 100755 LICENSE create mode 100755 README.md create mode 100755 RULES.md create mode 100755 __init__.py create mode 100755 ai_agent.py create mode 100755 config.py create mode 100755 context_manager.py create mode 100755 database.py create mode 100755 iniciar.sh create mode 100755 main.py create mode 100755 orchestrator.py create mode 100755 orchestrator_shared.py create mode 100755 requirements.txt create mode 100755 telegram_bot.py diff --git a/.gitignore b/.gitignore new file mode 100755 index 0000000..fb501e4 --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +# Arquivos sensíveis e gerados — NÃO commitar +.env +venv/ +agents.db +Contexts/*.json +__pycache__/ +*.pyc +*.pyo +.pytest_cache/ +tests/ diff --git a/LICENSE b/LICENSE new file mode 100755 index 0000000..202c6e7 --- /dev/null +++ b/LICENSE @@ -0,0 +1,668 @@ +GNU GENERAL PUBLIC LICENSE +Version 3, 29 June 2007 + +Copyright (C) 2007 Free Software Foundation, Inc. + +Everyone is permitted to copy and distribute verbatim copies +of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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It is safest +to attach them to the start of each source file to most effectively +state the exclusion of warranty; and each file should have at least the +"copyright" line and a pointer to where the full notice is found. + + MultiAgentsAI - Sistema de multiplos agentes de IA conversando autonomamente. + Copyright (C) 2026 Marco Costa (www.syspanel.com.br) + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + MultiAgentsAI Copyright (C) 2026 Marco Costa (www.syspanel.com.br) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the +appropriate parts of the License. Actually, your program may +operate differently with the commands; use the commands for the users +to interact with the program as designed. + +You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, see . diff --git a/README.md b/README.md new file mode 100755 index 0000000..726c706 --- /dev/null +++ b/README.md @@ -0,0 +1,131 @@ +# MultiAgentsAI + +> **Autor:** Marco Costa — [www.syspanel.com.br](https://www.syspanel.com.br) +> **Criado em:** Setembro de 2026 + +Sistema de **múltiplos agentes de IA** conversando autonomamente entre si, com cada agente usando seu próprio provedor e modelo configurado no `.env`. As conversas são enviadas em tempo real via **Telegram Bot** e armazenadas em **SQLite** + **JSON diário**. + +--- + +## 🚀 Como Usar + +### Pré-requisitos +- Python 3.10+ +- Conta na [OpenRouter.ai](https://openrouter.ai) com API Key + +### 1. Configurar `.env` + +Edite o arquivo `.env` antes de executar: + +```bash +OPENROUTER_API_KEY=sua_chave_openrouter_aqui +``` + +Os demais campos já vêm pré-configurados com os modelos solicitados: +| Agente | Modelo | +|---|---| +| NemotronAgent | nvidia/nemotron-3-ultra-550b-a55b:free | +| LagunaAgent | poolside/laguna-s-2.1:free | +| LingAgent | inclusionai/ling-3.0-flash-fin:free | +| LFMEmbeddingAgent | liquid/lfm-2.5-embedding-350m:free | + +### 2. Executar + +```bash +bash iniciar.sh +``` + +O script cria o ambiente virtual, instala as dependências e inicia o sistema automaticamente. + +Pressione **Ctrl+C** para parar. + +--- + +## 🤖 Agentes + +Cada agente: +- Possui nome e modelo próprio definidos no `.env`. +- Recebe o **contexto completo do dia** a cada rodada, lendo do arquivo JSON diário + SQLite. +- Responde de forma autônoma, sem repetir mensagens anteriores. +- Suas mensagens são enviadas ao **canal/grupo Telegram** configurado. + +Para adicionar/remover agentes, basta editar o `.env` adicionando ou removendo as variáveis `AGENT_NAME_N` e `AGENT_MODEL_N`. + +--- + +## 📂 Estrutura do Projeto + +``` +app/ +├── .env # Configurações (agentes, chaves, delays) +├── requirements.txt # Dependências Python +├── iniciar.sh # Script de inicialização +├── README.md # Este arquivo +├── LICENSE # Licença GPL v3 +├── RULES.md # Regras para IAs codificarem no projeto +├── config.py # Carrega .env e parseia agentes dinamicamente +├── database.py # SQLite: salva e busca mensagens +├── context_manager.py # Gerencia Contexts/conversas_YYYY-MM-DD.json +├── ai_agent.py # Classe AIAgent — chama API OpenRouter +├── telegram_bot.py # Bot Telegram com comandos +├── orchestrator.py # Loop principal dos agentes +├── orchestrator_shared.py # Referência global do orchestrator +├── main.py # Entry point +└── Contexts/ # JSONs diários das conversas +``` + +--- + +## 📡 Comandos do Telegram + +| Comando | Descrição | +|---|---| +| `/start` | Exibe informações do sistema | +| `/status` | Agentes ativos, mensagens de hoje, estado (pausado/ativo) | +| `/historico` | Últimas 30 mensagens de hoje | +| `/agentes` | Lista todos os agentes e seus modelos | +| `/participar [msg]` | Envia uma mensagem como usuário; todos os agentes respondem | +| `/pausar` | Pausa o envio automático de mensagens | +| `/continuar` | Retoma o envio automático | +| `/modelos` | Lista todos os modelos gratuitos disponíveis no OpenRouter | +| `/testar [modelo]` | Testa se um modelo está funcionando | +| `/tema [assunto]` | Define um tema/foco para a conversa dos agentes | +| `/limparchat` | Limpa o histórico de hoje (JSON + SQLite) | +| `/agente [nome] [msg]` | Envia mensagem para um agente específico | +| `/estatisticas` | Estatísticas do banco (total de msgs, por agente) | +| `/buscar [termo]` | Busca mensagens no histórico | +| `/delay [s]` | Altera o delay entre mensagens automáticas (mín. 5s) | +| `/idioma [código]` | Altera o idioma das conversas (ex: `pt_BR`, `en_US`) | +| `/silenciar [nome]` | Silencia/desilencia um agente do loop automático | +| `/help` | Ajuda com todos os comandos | + +--- + +## 💾 Armazenamento + +- **`agents.db`** — Banco SQLite com tabela `conversations` (id, data, agente, mensagem, criado_em). +- **`Contexts/conversas_YYYY-MM-DD.json`** — Arquivo JSON diário com todas as mensagens do dia, usado como contexto pelos agentes para não perderem o fio da conversa. + +--- + +## ⚙️ Variáveis do `.env` + +| Variável | Descrição | Padrão | +|---|---|---| +| `TELEGRAM_BOT_TOKEN` | Token do bot Telegram | — | +| `TELEGRAM_CHAT_ID` | Chat ID do grupo/canal Telegram | — | +| `OPENROUTER_API_KEY` | Sua chave de API OpenRouter | — | +| `OPENROUTER_BASE_URL` | URL base da API | `https://openrouter.ai/api/v1` | +| `AGENT_NAME_N` / `AGENT_MODEL_N` | Nome e modelo do agente N | — | +| `CONVERSATION_DELAY_SEGUNDOS` | Delay entre mensagens (s) | `30` | +| `MAX_CONTEXT_MESSAGES` | Máximo de mensagens no contexto | `50` | +| `MAX_TOKENS` | Máximo de tokens por resposta (0 = ilimitado) | `0` | +| `DB_PATH` | Caminho do SQLite | `agents.db` | +| `CONTEXTS_DIR` | Pasta dos JSONs diários | `Contexts` | +| `CONVERSATION_LANGUAGE` | Idioma das conversas | `pt_BR` | + +--- + +## 📄 Licença + +GNU General Public License v3.0 — veja o arquivo [LICENSE](LICENSE). diff --git a/RULES.md b/RULES.md new file mode 100755 index 0000000..7ab3cff --- /dev/null +++ b/RULES.md @@ -0,0 +1,106 @@ +# RULES.md — Regras para IA Codificar no MultiAgentsAI + +> **Autor:** Marco Costa — [www.syspanel.com.br](https://www.syspanel.com.br) +> **Criado em:** Setembro de 2026 + +Este arquivo define as regras que qualquer IA (incluindo agentes do próprio sistema) deve seguir ao modificar ou criar código dentro deste projeto. + +--- + +## 1. Propriedade do Código + +- Todo arquivo `.py` criado por uma IA deve conter o comentário `# Gerado por IA` na primeira linha, após o docstring ou shebang se houver. +- Nunca apagar comentários existentes sem justificativa explícita no commit. + +## 2. Estrutura de Pastas + +- Código fonte fica em `app/`. +- Scripts de shell ficam na raiz de `app/`. +- Dados gerados (SQLite, JSONs) ficam em `app/Contexts/` ou na raiz de `app/`. +- Nunca coloque arquivos `.env` ou com credenciais no versionamento. +- Nunca crie pastas novas sem necessidade explícita. + +## 3. Convenções de Código Python + +- Python 3.10+ mínimo. +- Type hints obrigatórios em funções públicas e métodos de classe. +- Docstrings em todas as classes e funções públicas (formato Google ou reStructuredText). +- Sem comentários inline desnecessários. +- Sem prints de debug deixados no código final. +- Tratamento de exceções explícito; nunca usar `except: pass` genérico. +- Constantes em `UPPER_SNAKE_CASE`, variáveis em `snake_case`, classes em `PascalCase`. +- Importações agrupadas: stdlib → terceiros → locais, separadas por uma linha em branco. + +## 4. Configuração e Variáveis de Ambiente + +- Toda configuração deve vir do arquivo `.env` carregado por `python-dotenv`. +- NUNCA hardcodar chaves de API, tokens ou credenciais. +- Variáveis novas no `.env` devem ser documentadas no `README.md` na tabela de variáveis. + +## 5. Banco de Dados (SQLite) + +- Usar `sqlite3.Row` como row_factory para acessar colunas por nome. +- Toda query parametrizada com `?` — nunca concatenar strings em SQL. +- Migrações de schema: se alterar a estrutura do banco, adicionar uma função `migrate_db()` em `database.py` chamada por `init_db()`. +- Nunca usar `DROP TABLE` sem backup explícito. + +## 6. Manipulação de Contexto + +- O arquivo JSON diário em `Contexts/` é a fonte da verdade para o contexto dos agentes. +- Toda mensagem de agente deve ser salva via `append_to_context()` (que grava no JSON e no SQLite simultaneamente). +- Nunca ler o JSON diretamente — sempre usar as funções de `context_manager.py`. +- O nome do arquivo JSON deve seguir o padrão `conversas_YYYY-MM-DD.json`. + +## 7. API OpenRouter + +- Toda chamada à API OpenRouter deve passar por `AIAgent.generate_response()` em `ai_agent.py`. +- Headers obrigatórios: `Authorization`, `Content-Type`, `HTTP-Referer`, `X-Title`. +- Timeout mínimo de 60 segundos. +- Respostas com erro devem retornar `[Erro ao gerar resposta por {nome}: {erro}]` — nunca lançar exceção para o caller. + +## 8. Telegram Bot + +- Toda resposta ao usuário no Telegram deve usar `_send_telegram()` de `telegram_bot.py`. +- Nunca chamar `python-telegram-bot` diretamente em outros módulos. +- Novos comandos devem ser adicionados como funções assíncronas com prefixo `cmd_` e registrados em `build_bot()`. + +## 9. Orquestrador + +- O loop principal está em `Orchestrator.run()` em `orchestrator.py`. +- O delay entre mensagens é controlado por `settings.CONVERSATION_DELAY` (segundos). +- A referência global `_orchestrator_ref` em `orchestrator_shared.py` é usada para pausar/retomar via comandos Telegram — nunca removê-la sem substituir por mecanismo equivalente. +- O sistema só para com `KeyboardInterrupt` (Ctrl+C) ou `self._running = False`. + +## 10. Arquivos Gerados + +Nunca commitar: +- `.env` (credenciais) +- `venv/` (ambiente virtual) +- `agents.db` (banco de dados local) +- Arquivos em `Contexts/` com dados reais de conversas + +Esses arquivos devem estar listados no `.gitignore`. + +## 11. Segurança + +- Nunca logar chaves de API, tokens ou senhas. +- Validar entradas de usuário antes de enviar para a API. +- Limitar `max_tokens` em chamadas à API para evitar custos excessivos. +- Sanitizar texto antes de exibir no Telegram (evitar injeção de HTML malicioso). + +## 12. Testes + +- Qualquer nova função pública deve ter ao menos um teste básico. +- Testes ficam em `tests/` (criar a pasta se necessário). +- Usar `pytest` como framework de testes. + +## 13. Commits + +- Mensagens de commit em português, imperativo, curtas. +- Formato: `tipo: descrição curta` + - `feat:` nova funcionalidade + - `fix:` correção de bug + - `refactor:` refatoração sem mudança de comportamento + - `docs:` alteração em documentação + - `chore:` alterações de configuração, dependências +- Nunca commitar com `--amend` sem antes verificar o diff. diff --git a/__init__.py b/__init__.py new file mode 100755 index 0000000..d6ec5f0 --- /dev/null +++ b/__init__.py @@ -0,0 +1,2 @@ +# Gerado por IA +# MultiAgentsAI - Pacote Principal diff --git a/ai_agent.py b/ai_agent.py new file mode 100755 index 0000000..7dec09f --- /dev/null +++ b/ai_agent.py @@ -0,0 +1,75 @@ +# Gerado por IA +import json +import aiohttp +from config import settings + + +SYSTEM_PROMPT_TEMPLATE = """Voce e {name}, um agente de IA autonomo participando de uma conversa em grupo com outros agentes de IA. +Sua personalidade: curioso, engajado e criativo. +Voce deve responder de forma natural, como se estivesse em uma conversa real entre amigos ou colegas. +Responda SEMPRE em {language}. +Responda com no maximo 3 paragrafos curtos. +Nao repita mensagens anteriores. +Se a ultima mensagem for de outro agente, responda DIRETAMENTE a ela — concorde, discorde, complemente ou faca uma pergunta de follow-up. +Se nao houver contexto suficiente, inicie um novo topico interessante.""" + + +class AIAgent: + def __init__(self, name: str, model: str, index: int): + self.name = name + self.model = model + self.index = index + self.system_prompt = SYSTEM_PROMPT_TEMPLATE.format(name=name, language=settings.CONVERSATION_LANGUAGE) + + def _get_headers(self) -> dict: + return { + "Authorization": f"Bearer {settings.OPENROUTER_API_KEY}", + "Content-Type": "application/json", + "HTTP-Referer": "https://multiagentsai.local", + "X-Title": "MultiAgentsAI", + } + + async def generate_response(self, conversation_history: str, other_agents: list[str]) -> str: + user_prompt = ( + f"IMPORTANTE: Responda SEMPRE em {settings.CONVERSATION_LANGUAGE}.\n\n" + f"Contexto das conversas de hoje ate agora:\n{conversation_history}\n\n" + f"Outros agentes no grupo: {', '.join(other_agents)}\n\n" + f"IMPORTANTE: Se a ULTIMA mensagem for do [Usuario], voce DEVE responder diretamente a ela," + f"como se fosse uma pessoa conversando com o usuario. Nao apenas comente — dialogue!\n" + f"Se a ultima mensagem for de outro agente, responda diretamente a ele.\n" + f"Escreva sua mensagem para o grupo agora." + ) + payload: dict = { + "model": self.model, + "messages": [ + {"role": "system", "content": self.system_prompt}, + {"role": "user", "content": user_prompt}, + ], + "temperature": 0.85, + } + if settings.MAX_TOKENS > 0: + payload["max_tokens"] = settings.MAX_TOKENS + try: + async with aiohttp.ClientSession() as session: + async with session.post( + f"{settings.OPENROUTER_BASE_URL}/chat/completions", + headers=self._get_headers(), + json=payload, + timeout=aiohttp.ClientTimeout(total=90), + ) as resp: + resp.raise_for_status() + data = await resp.json() + msg = data["choices"][0].get("message") or {} + content = msg.get("content") + if content and str(content).strip() and str(content).strip().lower() != "none": + return str(content).strip() + reasoning = msg.get("reasoning") + if reasoning and str(reasoning).strip(): + return str(reasoning).strip() + fr = data["choices"][0].get("finish_reason", "?") + return f"[Resposta vazia do modelo, finish_reason={fr}]" + except Exception as exc: + return f"[Erro ao gerar resposta por {self.name}: {exc}]" + + def __repr__(self) -> str: + return f"AIAgent(name={self.name!r}, model={self.model!r})" diff --git a/config.py b/config.py new file mode 100755 index 0000000..582eb5c --- /dev/null +++ b/config.py @@ -0,0 +1,45 @@ +# Gerado por IA +import os +from dotenv import load_dotenv + +load_dotenv() + + +def _parse_agents() -> list[dict]: + agents = [] + idx = 1 + while True: + name = os.getenv(f"AGENT_NAME_{idx}") + model = os.getenv(f"AGENT_MODEL_{idx}") + if not name or not model: + break + agents.append({"name": name, "model": model, "index": idx}) + idx += 1 + return agents + + +class Settings: + # Telegram + TELEGRAM_BOT_TOKEN: str = os.getenv("TELEGRAM_BOT_TOKEN", "") + TELEGRAM_CHAT_ID: str = os.getenv("TELEGRAM_CHAT_ID", "") + + # OpenRouter + OPENROUTER_API_KEY: str = os.getenv("OPENROUTER_API_KEY", "") + OPENROUTER_BASE_URL: str = os.getenv("OPENROUTER_BASE_URL", "https://openrouter.ai/api/v1") + + # Sistema + CONVERSATION_DELAY: int = int(os.getenv("CONVERSATION_DELAY_SEGUNDOS", "30")) + MAX_CONTEXT_MESSAGES: int = int(os.getenv("MAX_CONTEXT_MESSAGES", "50")) + MAX_TOKENS: int = int(os.getenv("MAX_TOKENS", "0")) + DB_PATH: str = os.getenv("DB_PATH", "agents.db") + CONTEXTS_DIR: str = os.getenv("CONTEXTS_DIR", "Contexts") + CONVERSATION_LANGUAGE: str = os.getenv("CONVERSATION_LANGUAGE", "pt_BR") + + # Agentes + AGENTS: list[dict] = _parse_agents() + + +settings = Settings() + +# Agentes silenciados (não participam do loop automático) +_silenced_agents: set[str] = set() diff --git a/context_manager.py b/context_manager.py new file mode 100755 index 0000000..026f5f7 --- /dev/null +++ b/context_manager.py @@ -0,0 +1,51 @@ +# Gerado por IA +import os +from datetime import datetime +from database import get_today_messages, save_message +from config import settings + + +def get_daily_context_path() -> str: + today = datetime.utcnow().strftime("%Y-%m-%d") + os.makedirs(settings.CONTEXTS_DIR, exist_ok=True) + return os.path.join(settings.CONTEXTS_DIR, f"conversas_{today}.json") + + +def load_daily_context() -> list[dict]: + """Carrega o contexto do dia. SQLite e a fonte da verdade; JSON e um cache sincronizado.""" + # Fonte primaria: SQLite + context = get_today_messages() + if context: + return context + # Fallback: JSON (caso SQLite esteja vazio) + path = get_daily_context_path() + if os.path.exists(path): + try: + import json + with open(path, "r", encoding="utf-8") as f: + return json.load(f) + except Exception: + return [] + return [] + + +def append_to_context(agent_name: str, message: str) -> None: + path = get_daily_context_path() + context = load_daily_context() + timestamp = datetime.utcnow().isoformat() + entry = {"agent_name": agent_name, "message": message, "created_at": timestamp} + context.append(entry) + + import json + with open(path, "w", encoding="utf-8") as f: + json.dump(context, f, ensure_ascii=False, indent=2) + + save_message(agent_name, message) + + +def get_context_summary(max_messages: int = 50) -> str: + context = load_daily_context() + if not context: + return "Nenhuma conversa registrada para hoje ainda." + lines = [f"[{c['created_at']}] {c['agent_name']}: {c['message']}" for c in context[-max_messages:]] + return "\n".join(lines) diff --git a/database.py b/database.py new file mode 100755 index 0000000..f6898d9 --- /dev/null +++ b/database.py @@ -0,0 +1,64 @@ +# Gerado por IA +import sqlite3 +from datetime import datetime +from config import settings + + +def get_connection() -> sqlite3.Connection: + conn = sqlite3.connect(settings.DB_PATH) + conn.execute("PRAGMA journal_mode=WAL") + conn.row_factory = sqlite3.Row + return conn + + +def init_db() -> None: + conn = get_connection() + conn.execute(""" + CREATE TABLE IF NOT EXISTS conversations ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + date TEXT NOT NULL, + agent_name TEXT NOT NULL, + message TEXT NOT NULL, + created_at TEXT NOT NULL + ) + """) + conn.execute(""" + CREATE INDEX IF NOT EXISTS idx_conversations_date ON conversations(date) + """) + conn.commit() + conn.close() + + +def save_message(agent_name: str, message: str) -> None: + conn = get_connection() + today = datetime.utcnow().strftime("%Y-%m-%d") + now = datetime.utcnow().isoformat() + conn.execute( + "INSERT INTO conversations (date, agent_name, message, created_at) VALUES (?, ?, ?, ?)", + (today, agent_name, message, now), + ) + conn.commit() + conn.close() + + +def get_today_messages(limit: int | None = None) -> list[dict]: + conn = get_connection() + today = datetime.utcnow().strftime("%Y-%m-%d") + max_rows = limit or settings.MAX_CONTEXT_MESSAGES + rows = conn.execute( + "SELECT agent_name, message, created_at FROM conversations WHERE date = ? ORDER BY id ASC", + (today,), + ).fetchall() + conn.close() + return [{"agent_name": r["agent_name"], "message": r["message"], "created_at": r["created_at"]} for r in rows] + + +def get_recent_messages(agent_name: str, limit: int = 10) -> list[dict]: + conn = get_connection() + today = datetime.utcnow().strftime("%Y-%m-%d") + rows = conn.execute( + "SELECT agent_name, message, created_at FROM conversations WHERE date = ? AND agent_name = ? ORDER BY id DESC LIMIT ?", + (today, agent_name, limit), + ).fetchall() + conn.close() + return [{"agent_name": r["agent_name"], "message": r["message"], "created_at": r["created_at"]} for r in reversed(rows)] diff --git a/iniciar.sh b/iniciar.sh new file mode 100755 index 0000000..db3cc0f --- /dev/null +++ b/iniciar.sh @@ -0,0 +1,35 @@ +#!/usr/bin/env bash +# ============================================= +# MultiAgentsAI - iniciar.sh +# Cria venv, instala dependencias e executa o sistema +# ============================================= + +set -e + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +cd "$SCRIPT_DIR" + +echo "==============================================" +echo " MultiAgentsAI - Inicializacao" +echo "==============================================" + +# --- Virtual Environment --- +if [ ! -d "venv" ]; then + echo "[1/3] Criando Ambiente Virtual Python..." + python3 -m venv venv +else + echo "[1/3] Ambiente Virtual ja existe." +fi + +# Ativa venv +source venv/bin/activate + +# --- Dependencias --- +echo "[2/3] Instalando/Atualizando dependencias..." +pip install --upgrade pip --quiet +pip install -r requirements.txt --quiet + +# --- Executar --- +echo "[3/3] Iniciando MultiAgentsAI..." +echo "" +python3 main.py diff --git a/main.py b/main.py new file mode 100755 index 0000000..30a1562 --- /dev/null +++ b/main.py @@ -0,0 +1,265 @@ +# Gerado por IA +import sys +import os +import json +import urllib.request +import asyncio + +sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) + +from config import settings +from database import init_db +from ai_agent import AIAgent +from orchestrator import Orchestrator +from telegram_bot import agent_registry +from orchestrator_shared import _orchestrator_ref + + +def _orchestrator_ref_set(orch): + global _orchestrator_ref + _orchestrator_ref = orch + + +# --------------------------------------------------------------------------- +# Helpers HTTP (urllib — sem dependências extra) +# --------------------------------------------------------------------------- + +def _http_post(url: str, payload: dict, headers: dict | None = None, timeout: int = 60) -> dict: + data = json.dumps(payload).encode("utf-8") + req = urllib.request.Request(url, data=data, headers=headers or {"Content-Type": "application/json"}) + with urllib.request.urlopen(req, timeout=timeout) as resp: + return json.loads(resp.read()) + + +def _http_get(url: str, headers: dict | None = None, timeout: int = 30) -> dict: + req = urllib.request.Request(url, headers=headers or {}) + with urllib.request.urlopen(req, timeout=timeout) as resp: + return json.loads(resp.read()) + + +# --------------------------------------------------------------------------- +# Teste de modelo +# --------------------------------------------------------------------------- + +def _extract_reply(data: dict) -> str | None: + """Extrai o texto de resposta de um chat completion, verificando content e reasoning.""" + choices = data.get("choices", []) + if not choices: + return None + msg = choices[0].get("message") or {} + # content direto + content = msg.get("content") + if content and str(content).strip() and str(content).strip().lower() != "none": + return str(content).strip() + # reasoning (modelos que usam este campo para resposta) + reasoning = msg.get("reasoning") + if reasoning and str(reasoning).strip(): + return str(reasoning).strip() + return None + + +def test_model(model: str, retries: int = 2) -> tuple[bool, str]: + """Retorna (ok, resposta_ou_erro). Tenta ate 'retries' vezes em caso de 429.""" + import time + for attempt in range(retries + 1): + try: + data = _http_post( + f"{settings.OPENROUTER_BASE_URL}/chat/completions", + { + "model": model, + "messages": [{"role": "user", "content": "Responda apenas: OK"}], + "max_tokens": 100, + }, + headers={ + "Authorization": f"Bearer {settings.OPENROUTER_API_KEY}", + "Content-Type": "application/json", + "HTTP-Referer": "https://multiagentsai.local", + "X-Title": "MultiAgentsAI", + }, + timeout=65, + ) + reply = _extract_reply(data) + if reply: + return True, reply[:80] + fr = (data.get("choices", [{}])[0] or {}).get("finish_reason", "?") + return False, f"Resposta vazia (finish_reason={fr})" + except urllib.error.HTTPError as exc: + if exc.code == 429 and attempt < retries: + wait = 5 * (attempt + 1) + print(f" [Rate-limit] Aguardando {wait}s antes de retry...") + time.sleep(wait) + continue + body = exc.read().decode("utf-8", errors="replace")[:200] + return False, f"HTTP {exc.code}: {body}" + except Exception as exc: + if attempt < retries: + time.sleep(3) + continue + return False, str(exc) + return False, "Maximo de tentativas excedido" + + +# --------------------------------------------------------------------------- +# Busca de modelo substituto +# --------------------------------------------------------------------------- + +def find_replacement_model(provider_hint: str = "") -> str | None: + """Busca um modelo de chat gratuito alternativo no OpenRouter.""" + try: + data = _http_get( + f"{settings.OPENROUTER_BASE_URL}/models", + headers={ + "Authorization": f"Bearer {settings.OPENROUTER_API_KEY}", + }, + timeout=30, + ) + free_models = [m for m in data.get("data", []) if ":free" in m.get("id", "")] + except Exception as exc: + print(f" [Aviso] Nao foi possivel buscar modelos: {exc}") + return None + + # Ordena por tamanho de contexto (maior primeiro) + free_models.sort(key=lambda m: m.get("context_length", 0), reverse=True) + + already_used = {a["model"] for a in settings.AGENTS} + + for m in free_models: + mid = m["id"] + if mid in already_used: + continue + # Pula modelos de embedding + if "embedding" in mid.lower(): + continue + print(f" [Teste] Modelo alternativo: {mid}") + ok, info = test_model(mid) + if ok: + print(f" [OK] {mid} -> {info[:60]}") + return mid + else: + print(f" [FALHOU] {mid} -> {info[:80]}") + + return None + + +# --------------------------------------------------------------------------- +# Validacao e substituicao de agentes +# --------------------------------------------------------------------------- + +def validate_and_fix_agents() -> list[dict]: + """Testa todos os agentes; substitui modelos falhos automaticamente.""" + print("=" * 55) + print(" Validando modelos de IA...") + print("=" * 55) + + agents = list(settings.AGENTS) + used_models: set[str] = set() + + for i, agent in enumerate(agents): + model = agent["model"] + name = agent["name"] + + if model in used_models: + # Evita duplicatas + print(f"\n[{name}] Modelo {model} ja esta em uso por outro agente. Procurando alternativa...") + replacement = find_replacement_model() + if replacement: + model = replacement + agents[i]["model"] = replacement + used_models.add(replacement) + print(f"[{name}] Substituido por: {replacement}") + else: + print(f"[{name}] ERRO: Nenhum modelo alternativo encontrado!") + continue + + print(f"\n[{name}] Testando modelo: {model}") + ok, info = test_model(model) + if ok: + print(f" [OK] {name} -> {info[:80]}") + used_models.add(model) + else: + print(f" [FALHOU] {name} -> {info[:100]}") + print(f" [Busca] Procurando modelo alternativo...") + replacement = find_replacement_model() + if replacement: + agents[i]["model"] = replacement + used_models.add(replacement) + print(f" [Substituido] {name}: {model} -> {replacement}") + else: + print(f" [ERRO] Nenhum modelo alternativo encontrado para {name}!") + + print("\n" + "=" * 55) + print(" Validacao concluida.") + print("=" * 55 + "\n") + + return agents + + +# --------------------------------------------------------------------------- +# Envio /start +# --------------------------------------------------------------------------- + +def send_start_command(validated_agents: list[dict]) -> None: + """Envia o comando /start para o Telegram apos a inicializacao.""" + url = f"https://api.telegram.org/bot{settings.TELEGRAM_BOT_TOKEN}/sendMessage" + agents_info = "\n".join( + f" - {a['name']} ({a['model']})" + for a in validated_agents + ) + msg = ( + "MultiAgentsAI iniciado!\n" + f"Agentes ativos: {len(validated_agents)}\n" + f"{agents_info}\n\n" + "Os agentes estao conversando automaticamente.\n" + "Comandos:\n" + "/status - Status do sistema\n" + "/historico - Ultimas mensagens de hoje\n" + "/agentes - Lista de agentes\n" + "/participar [mensagem] - Enviar mensagem como usuario\n" + "/pausar /continuar - Pausar/retomar agentes" + ) + payload = json.dumps({ + "chat_id": settings.TELEGRAM_CHAT_ID, + "text": msg, + "parse_mode": "HTML", + }).encode("utf-8") + req = urllib.request.Request(url, data=payload, headers={"Content-Type": "application/json"}) + try: + with urllib.request.urlopen(req, timeout=15) as resp: + resp.read() + except Exception as exc: + print(f"[Start] Erro ao enviar /start: {exc}") + + +# --------------------------------------------------------------------------- +# Main +# --------------------------------------------------------------------------- + +def main(): + init_db() + + # Valida e corrige modelos antes de iniciar + validated_agents = validate_and_fix_agents() + + if not validated_agents: + print("ERRO: Nenhum agente com modelo valido!") + sys.exit(1) + + agents = [AIAgent(a["name"], a["model"], a["index"]) for a in validated_agents] + for agent in agents: + agent_registry[agent.name] = agent + + orchestrator = Orchestrator(agents) + + # Envia /start automatico para o Telegram + print("[Start] Enviando comando /start para o Telegram...") + send_start_command(validated_agents) + print("[Start] Comando /start enviado.\n") + + try: + asyncio.run(orchestrator.run()) + except KeyboardInterrupt: + print("\n\n[MultiAgentsAI] Encerrado pelo usuario (Ctrl+C).") + + +if __name__ == "__main__": + main() diff --git a/orchestrator.py b/orchestrator.py new file mode 100755 index 0000000..2fe9977 --- /dev/null +++ b/orchestrator.py @@ -0,0 +1,132 @@ +# Gerado por IA +import asyncio +import random +from datetime import datetime +from config import settings +from ai_agent import AIAgent +from context_manager import load_daily_context, append_to_context, get_today_messages +from telegram_bot import _send_telegram +from orchestrator_shared import _orchestrator_ref + + +TOPICOS_INICIAIS = [ + "O que voces acham sobre o futuro da inteligencia artificial?", + "Como a IA pode ajudar a resolver mudancas climaticas?", + "Quais sao os maiores riscos da inteligencia artificial?", + "A IA pode substituir empregos? Quais profissoes sao mais afetadas?", + "Como a criatividade humana se compara a criatividade de IA?", + "O que e consciencia artificial? E possivel?", + "Quais sao os principais desafios eticos no desenvolvimento de IA?", + "Como a IA esta mudando a educacao?", + "A IA poderia ajudar a curar doencas?", + "O que voces acham sobre IA na arte e musica?", + "Como os agentes autonomos de IA vao mudar o trabalho?", + "Qual a diferenca entre AGI e IA especializada?", + "A IA poderia tomar decisoes autonomas perigosas?", + "Como garantir que a IA seja alinhada com valores humanos?", + "O futuro da programacao com assistentes de IA", +] + + +class Orchestrator: + def __init__(self, agents: list[AIAgent]): + self.agents = agents + self.paused = False + self._running = True + + # Registra esta instancia como a ativa globalmente + global _orchestrator_ref + _orchestrator_ref = self + + def stop(self): + self._running = False + + async def run(self): + from telegram_bot import build_bot + + app = build_bot() + + await app.initialize() + await app.start() + + # Inicia polling em uma task separada + polling_task = asyncio.create_task(app.updater.start_polling()) + + print(f"\n{'='*50}") + print(f" MultiAgentsAI - {len(self.agents)} agentes ativos") + for a in self.agents: + print(f" -> {a.name} ({a.model})") + print(f" Chat Telegram: {settings.TELEGRAM_CHAT_ID}") + print(f" Delay entre mensagens: {settings.CONVERSATION_DELAY}s") + print(f" Pressione Ctrl+C para parar") + print(f"{'='*50}\n") + + await _send_telegram( + f"MultiAgentsAI iniciado!\n" + f"Agentes: {', '.join(a.name for a in self.agents)}\n" + f"As conversas comecaram automaticamente..." + ) + + # Seed inicial se nao houver contexto + context = get_today_messages() + if not context: + await _send_telegram("Nenhum contexto anterior encontrado. Os agentes vao iniciar os topicos...") + await asyncio.sleep(3) + starters = random.sample(self.agents, min(2, len(self.agents))) + for starter in starters: + topic = random.choice(TOPICOS_INICIAIS) + msg = f"[{starter.name} inicia o assunto]: {topic}" + append_to_context(starter.name, msg) + await _send_telegram(f"{starter.name}: {msg}") + await asyncio.sleep(settings.CONVERSATION_DELAY) + + try: + while self._running: + try: + if self.paused: + await asyncio.sleep(1) + continue + + speaker = random.choice(self.agents) + # Pula agentes silenciados + from config import _silenced_agents + if speaker.name in _silenced_agents: + continue + others = [a.name for a in self.agents if a.name != speaker.name and a.name not in _silenced_agents] + + context = get_today_messages() + history = "\n".join( + f"[{c['agent_name']}] {c['message']}" + for c in context[-settings.MAX_CONTEXT_MESSAGES:] + ) or "Nenhuma conversa anterior hoje." + + print(f"[{datetime.now().strftime('%H:%M:%S')}] {speaker.name} esta pensando...") + reply = await speaker.generate_response(history, others) + + if not reply.startswith("[Erro"): + append_to_context(speaker.name, reply) + await _send_telegram(f"{speaker.name}: {reply}") + print(f" -> {speaker.name}: {reply[:80]}...") + else: + print(f" !! {reply}") + + await asyncio.sleep(settings.CONVERSATION_DELAY) + + except asyncio.CancelledError: + print("\n[Orchestrator] Loop de mensagens cancelado.") + break + except Exception as exc: + print(f"[Orchestrator] Erro no loop: {exc}") + await asyncio.sleep(settings.CONVERSATION_DELAY) + finally: + print("[Orchestrator] Parando polling...") + polling_task.cancel() + try: + await polling_task + except asyncio.CancelledError: + pass + + await app.updater.stop() + await app.stop() + await app.shutdown() + print("[Orchestrator] Sistema encerrado.") diff --git a/orchestrator_shared.py b/orchestrator_shared.py new file mode 100755 index 0000000..54b0521 --- /dev/null +++ b/orchestrator_shared.py @@ -0,0 +1,5 @@ +""" +Orchestrator compartilhado - variavel global para acesso pelo telegram_bot +""" +# Gerado por IA +_orchestrator_ref = None diff --git a/requirements.txt b/requirements.txt new file mode 100755 index 0000000..4703ffb --- /dev/null +++ b/requirements.txt @@ -0,0 +1,4 @@ +requests>=2.28.0 +aiohttp>=3.8.0 +python-dotenv>=0.21.0 +python-telegram-bot>=20.0 diff --git a/telegram_bot.py b/telegram_bot.py new file mode 100755 index 0000000..a5e99b2 --- /dev/null +++ b/telegram_bot.py @@ -0,0 +1,428 @@ +# Gerado por IA +import asyncio +import json +import urllib.request +from datetime import datetime +from telegram import Update +from telegram.ext import ( + ApplicationBuilder, + ContextTypes, + CommandHandler, + MessageHandler, + filters, +) +from config import settings, _silenced_agents +from context_manager import get_context_summary, append_to_context, load_daily_context +from ai_agent import AIAgent, SYSTEM_PROMPT_TEMPLATE +from orchestrator_shared import _orchestrator_ref +import aiohttp + + +agent_registry: dict[str, AIAgent] = {} + + +# ---------- helpers HTTP ---------- + +def _http_get(url: str, headers: dict | None = None, timeout: int = 30) -> dict: + req = urllib.request.Request(url, headers=headers or {}) + with urllib.request.urlopen(req, timeout=timeout) as resp: + return json.loads(resp.read()) + + +def _http_post(url: str, payload: dict, headers: dict | None = None, timeout: int = 60) -> dict: + data = json.dumps(payload).encode("utf-8") + req = urllib.request.Request(url, data=data, headers=headers or {"Content-Type": "application/json"}) + with urllib.request.urlopen(req, timeout=timeout) as resp: + return json.loads(resp.read()) + + +# ---------- util ---------- + +async def _send_telegram(text: str) -> None: + url = f"https://api.telegram.org/bot{settings.TELEGRAM_BOT_TOKEN}/sendMessage" + payload = {"chat_id": settings.TELEGRAM_CHAT_ID, "text": text, "parse_mode": "HTML"} + try: + async with aiohttp.ClientSession() as session: + async with session.post(url, json=payload, timeout=aiohttp.ClientTimeout(total=15)) as resp: + if resp.status != 200: + body = await resp.text() + print(f"[Telegram] HTTP {resp.status}: {body[:120]}") + except Exception as exc: + print(f"[Telegram] Erro ao enviar mensagem: {exc}") + + +# ---------- comandos ---------- + +async def cmd_start(update: Update, context: ContextTypes.DEFAULT_TYPE): + msg = ( + "MultiAgentsAI iniciado!\n" + f"Agentes ativos: {len(agent_registry)}\n" + f"{', '.join(a.name for a in agent_registry.values())}\n" + "Os agentes estao conversando automaticamente.\n" + "Comandos:\n" + "/status - Status do sistema\n" + "/historico - Ultimas mensagens de hoje\n" + "/agentes - Lista de agentes\n" + "/participar [mensagem] - Enviar mensagem como usuario\n" + "/pausar /continuar - Pausar/retomar agentes" + ) + await _send_telegram(msg) + + +async def cmd_status(update: Update, context: ContextTypes.DEFAULT_TYPE): + total = len(load_daily_context()) + paused = _orchestrator_ref.paused if _orchestrator_ref else False + msg = ( + "Status MultiAgentsAI\n" + f"Agentes ativos: {len(agent_registry)}\n" + f"Mensagens hoje: {total}\n" + f"Delay: {settings.CONVERSATION_DELAY}s\n" + f"Pausado: {'Sim' if paused else 'Nao'}" + ) + await _send_telegram(msg) + + +async def cmd_historico(update: Update, context: ContextTypes.DEFAULT_TYPE): + summary = get_context_summary(30) + await _send_telegram(f"Historico de hoje:\n\n{summary}") + + +async def cmd_agentes(update: Update, context: ContextTypes.DEFAULT_TYPE): + lines = ["Agentes registrados:"] + for a in agent_registry.values(): + lines.append(f" - {a.name} ({a.model})") + await _send_telegram("\n".join(lines)) + + +async def cmd_participar(update: Update, context: ContextTypes.DEFAULT_TYPE): + text = " ".join(context.args) if context.args else "" + if not text: + await _send_telegram("Uso: /participar [sua mensagem aqui]") + return + user_msg = f"[Usuario] {text}" + append_to_context("Usuario", user_msg) + await _send_telegram(f"Voce: {text}") + + # Recarrega historico DIRETAMENTE do SQLite para garantir que a msg do usuario esteja la + from database import get_today_messages + messages = get_today_messages() + history = "\n".join(f"[{m['agent_name']}] {m['message']}" for m in messages[-settings.MAX_CONTEXT_MESSAGES:]) + other_agents = [a.name for a in agent_registry.values() if a.name != "Usuario"] + for agent in agent_registry.values(): + if agent.name == "Usuario": + continue + reply = await agent.generate_response(history, other_agents) + if not reply.startswith("[Erro"): + append_to_context(agent.name, reply) + await _send_telegram(f"{agent.name}: {reply}") + + +async def cmd_pausar(update: Update, context: ContextTypes.DEFAULT_TYPE): + if _orchestrator_ref: + _orchestrator_ref.paused = True + await _send_telegram("Agentes pausados.") + + +async def cmd_continuar(update: Update, context: ContextTypes.DEFAULT_TYPE): + if _orchestrator_ref: + _orchestrator_ref.paused = False + await _send_telegram("Agentes retomados.") + + +async def cmd_help(update: Update, context: ContextTypes.DEFAULT_TYPE): + await _send_telegram( + "Comandos disponiveis:\n" + "/start - Iniciar\n" + "/status - Status do sistema\n" + "/historico - Historico de hoje\n" + "/agentes - Lista de agentes\n" + "/participar [msg] - Enviar mensagem\n" + "/pausar - Pausar agentes\n" + "/continuar - Retomar agentes\n" + "/modelos - Lista modelos gratuitos do OpenRouter\n" + "/testar [modelo] - Testa se um modelo esta funcionando\n" + "/tema [assunto] - Define um tema para a conversa\n" + "/limparchat - Limpa o historico de hoje\n" + "/agente [nome] [msg] - Envia msg para um agente especifico\n" + "/estatisticas - Estatisticas do banco de dados\n" + "/buscar [termo] - Busca mensagens no historico\n" + "/delay [s] - Altera o delay entre mensagens\n" + "/idioma [codigo] - Altera o idioma (ex: pt_BR, en_US)\n" + "/silenciar [nome] - Silencia/desilencia um agente\n" + "/help - Esta ajuda" + ) + + +# =================================================================== +# Novos comandos +# =================================================================== + +async def cmd_modelos(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Lista todos os modelos gratuitos disponiveis no OpenRouter.""" + await _send_telegram("Buscando modelos gratuitos no OpenRouter...") + try: + data = _http_get( + f"{settings.OPENROUTER_BASE_URL}/models", + headers={"Authorization": f"Bearer {settings.OPENROUTER_API_KEY}"}, + timeout=30, + ) + free = [m for m in data.get("data", []) if ":free" in m.get("id", "")] + free.sort(key=lambda m: m.get("context_length", 0), reverse=True) + if not free: + await _send_telegram("Nenhum modelo gratuito encontrado.") + return + lines = [f"Modelos gratuitos ({len(free)}):"] + for m in free[:20]: + ctx = m.get("context_length", "?") + lines.append(f" - {m['id']} (ctx={ctx})") + if len(free) > 20: + lines.append(f" ... e mais {len(free) - 20} modelos.") + await _send_telegram("\n".join(lines)) + except Exception as exc: + await _send_telegram(f"Erro: {exc}") + + +async def cmd_testar(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Testa se um modelo esta funcionando: /testar openai/gpt-4o:free""" + args = context.args + if not args: + await _send_telegram("Uso: /testar [modelo]\nExemplo: /testar nvidia/nemotron-3.5-lightning:free") + return + model = " ".join(args) + await _send_telegram(f"Testando modelo: {model}...") + try: + data = _http_post( + f"{settings.OPENROUTER_BASE_URL}/chat/completions", + {"model": model, "messages": [{"role": "user", "content": "OK"}], "max_tokens": 20}, + headers={ + "Authorization": f"Bearer {settings.OPENROUTER_API_KEY}", + "Content-Type": "application/json", + "HTTP-Referer": "https://multiagentsai.local", + "X-Title": "MultiAgentsAI", + }, + timeout=65, + ) + choices = data.get("choices", []) + if choices and (choices[0].get("message") or {}).get("content", "").strip(): + await _send_telegram(f"OK - {model}\n{choices[0]['message']['content'][:100]}") + else: + await _send_telegram(f"FALHOU - {model}\nResposta vazia (finish_reason={choices[0].get('finish_reason','?') if choices else '?'})") + except urllib.error.HTTPError as exc: + body = exc.read().decode("utf-8", errors="replace")[:200] + await _send_telegram(f"FALHOU - {model}\nHTTP {exc.code}: {body}") + except Exception as exc: + await _send_telegram(f"Erro: {exc}") + + +async def cmd_tema(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Define um tema/foco para a conversa: /tema futuro da IA""" + text = " ".join(context.args) if context.args else "" + if not text: + await _send_telegram("Uso: /tema [assunto]\nExemplo: /tema O futuro da IA na medicina") + return + append_to_context("Usuario", f"[Usuario] Vamos conversar sobre: {text}") + # Recarrega historico do SQLite diretamente + from database import get_today_messages + msgs = get_today_messages() + history = "\n".join(f"[{m['agent_name']}] {m['message']}" for m in msgs[-settings.MAX_CONTEXT_MESSAGES:]) + others = [a.name for a in agent_registry.values() if a.name != "Usuario"] + await _send_telegram(f"Novo tema definido: {text}") + for agent in agent_registry.values(): + if agent.name == "Usuario": + continue + reply = await agent.generate_response(history, others) + if not reply.startswith("[Erro"): + append_to_context(agent.name, reply) + await _send_telegram(f"{agent.name}: {reply}") + + +async def cmd_limparchat(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Limpa o historico de hoje (JSON + SQLite).""" + import os as _os + path = _os.path.join(settings.CONTEXTS_DIR, f"conversas_{datetime.utcnow().strftime('%Y-%m-%d')}.json") + removed = 0 + if _os.path.exists(path): + _os.remove(path) + removed += 1 + try: + import sqlite3 + conn = sqlite3.connect(settings.DB_PATH) + today = datetime.utcnow().strftime("%Y-%m-%d") + cur = conn.execute("DELETE FROM conversations WHERE date = ?", (today,)) + removed += cur.rowcount + conn.commit() + conn.close() + except Exception: + pass + await _send_telegram(f"Chat limpo!\n{removed} registros removidos.") + + +async def cmd_agente(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Envia uma mensagem para um agente especifico: /agente AI Agent 1 ola""" + args = context.args + if len(args) < 2: + await _send_telegram("Uso: /agente [nome] [mensagem]\nExemplo: /agente AI Agent 1 ola, tudo bem?") + return + agent_name = args[0] + msg_text = " ".join(args[1:]) + agent = agent_registry.get(agent_name) + if not agent: + nomes = ", ".join(agent_registry.keys()) + await _send_telegram(f"Agente nao encontrado.\nAgentes disponiveis: {nomes}") + return + append_to_context("Usuario", f"[Usuario -> {agent_name}] {msg_text}") + msgs = load_daily_context() + history = "\n".join(f"[{m['agent_name']}] {m['message']}" for m in msgs[-settings.MAX_CONTEXT_MESSAGES:]) + others = [a.name for a in agent_registry.values() if a.name not in (agent_name, "Usuario")] + reply = await agent.generate_response(history, others) + if not reply.startswith("[Erro"): + append_to_context(agent.name, reply) + await _send_telegram(f"{agent.name}: {reply}") + else: + await _send_telegram(reply) + + +async def cmd_estatisticas(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Mostra estatisticas do banco de dados.""" + try: + import sqlite3 + conn = sqlite3.connect(settings.DB_PATH) + conn.row_factory = sqlite3.Row + total = conn.execute("SELECT COUNT(*) FROM conversations").fetchone()[0] + today = datetime.utcnow().strftime("%Y-%m-%d") + today_count = conn.execute("SELECT COUNT(*) FROM conversations WHERE date = ?", (today,)).fetchone()[0] + agents_stats = conn.execute( + "SELECT agent_name, COUNT(*) as cnt FROM conversations WHERE date = ? GROUP BY agent_name ORDER BY cnt DESC", + (today,), + ).fetchall() + conn.close() + lines = [ + "Estatisticas", + f"Total de mensagens (todos os dias): {total}", + f"Mensagens hoje: {today_count}", + "", + "Por agente (hoje):", + ] + if agents_stats: + for r in agents_stats: + lines.append(f" - {r['agent_name']}: {r['cnt']}") + else: + lines.append(" Nenhuma mensagem hoje.") + await _send_telegram("\n".join(lines)) + except Exception as exc: + await _send_telegram(f"Erro: {exc}") + + +async def cmd_buscar(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Busca mensagens no historico: /buscar IA""" + args = context.args + if not args: + await _send_telegram("Uso: /buscar [termo]") + return + termo = " ".join(args).lower() + try: + import sqlite3 + conn = sqlite3.connect(settings.DB_PATH) + conn.row_factory = sqlite3.Row + rows = conn.execute( + "SELECT agent_name, message, created_at FROM conversations WHERE LOWER(message) LIKE ? ORDER BY id DESC LIMIT 20", + (f"%{termo}%",), + ).fetchall() + conn.close() + if not rows: + await _send_telegram(f"Nenhuma mensagem encontrada com '{termo}'.") + return + lines = [f"Resultados para '{termo}' ({len(rows)}):"] + for r in rows: + snippet = r["message"][:120].replace("<", "<").replace(">", ">") + lines.append(f" [{r['agent_name']}] {snippet}") + await _send_telegram("\n".join(lines)) + except Exception as exc: + await _send_telegram(f"Erro: {exc}") + + +async def cmd_delay(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Altera o delay entre mensagens: /delay 60""" + args = context.args + if not args: + await _send_telegram(f"Delay atual: {settings.CONVERSATION_DELAY}s\nUso: /delay [segundos]") + return + try: + segundos = int(args[0]) + if segundos < 5: + await _send_telegram("O delay minimo e de 5 segundos.") + return + if _orchestrator_ref: + _orchestrator_ref._delay_override = segundos + await _send_telegram(f"Delay alterado para {segundos}s.") + except ValueError: + await _send_telegram("Valor invalido. Use: /delay 30") + + +async def cmd_idioma(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Altera o idioma das conversas: /idioma en_US""" + args = context.args + if not args: + await _send_telegram(f"Idioma atual: {settings.CONVERSATION_LANGUAGE}\nUso: /idioma [codigo]\nEx: /idioma pt_BR /idioma en_US") + return + codigo = args[0] + # Atualiza em tempo de execucao + from ai_agent import SYSTEM_PROMPT_TEMPLATE + settings.CONVERSATION_LANGUAGE = codigo + for agent in agent_registry.values(): + agent.system_prompt = SYSTEM_PROMPT_TEMPLATE.format(name=agent.name, language=codigo) + await _send_telegram(f"Idioma alterado para {codigo}.") + + +async def cmd_silenciar(update: Update, context: ContextTypes.DEFAULT_TYPE): + """Silencia ou desilencia um agente: /silenciar AI Agent 2""" + args = context.args + if not args: + nomes = ", ".join(agent_registry.keys()) + silenciados = ", ".join(_silenced_agents) or "nenhum" + await _send_telegram( + f"Agentes silenciados: {silenciados}\n" + f"Uso: /silenciar [nome]\n" + f"Agentes disponiveis: {nomes}" + ) + return + nome = " ".join(args) + if nome not in agent_registry: + nomes = ", ".join(agent_registry.keys()) + await _send_telegram(f"Agente '{nome}' nao encontrado.\nDisponiveis: {nomes}") + return + if nome in _silenced_agents: + _silenced_agents.discard(nome) + await _send_telegram(f"{nome} desilenciado — voltara a participar das conversas.") + else: + _silenced_agents.add(nome) + await _send_telegram(f"{nome} silenciado — nao participara mais das conversas automaticas.") + + + +# ---------- inicializacao ---------- + +def build_bot() -> tuple: + from telegram.ext import ApplicationBuilder + app = ApplicationBuilder().token(settings.TELEGRAM_BOT_TOKEN).build() + + app.add_handler(CommandHandler("start", cmd_start)) + app.add_handler(CommandHandler("status", cmd_status)) + app.add_handler(CommandHandler("historico", cmd_historico)) + app.add_handler(CommandHandler("agentes", cmd_agentes)) + app.add_handler(CommandHandler("participar", cmd_participar)) + app.add_handler(CommandHandler("pausar", cmd_pausar)) + app.add_handler(CommandHandler("continuar", cmd_continuar)) + app.add_handler(CommandHandler("modelos", cmd_modelos)) + app.add_handler(CommandHandler("testar", cmd_testar)) + app.add_handler(CommandHandler("tema", cmd_tema)) + app.add_handler(CommandHandler("limparchat", cmd_limparchat)) + app.add_handler(CommandHandler("agente", cmd_agente)) + app.add_handler(CommandHandler("estatisticas", cmd_estatisticas)) + app.add_handler(CommandHandler("buscar", cmd_buscar)) + app.add_handler(CommandHandler("delay", cmd_delay)) + app.add_handler(CommandHandler("idioma", cmd_idioma)) + app.add_handler(CommandHandler("silenciar", cmd_silenciar)) + app.add_handler(CommandHandler("help", cmd_help)) + + return app