commit 573584854ea4ed5dbd8746da63aaf9cd4dd4e000
Author: nicolas.borges <nicolas.borges@nova.net.br>
Date:   Fri Nov 21 11:32:29 2025 -0300

    Initial commit

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diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..3997496
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,33 @@
+[package]
+name = "piperun-bot"
+version = "0.1.0"
+edition = "2024"
+
+[[bin]]
+name = "groupped-repport-weekly"
+path = "src/groupped_repport_weekly.rs"
+
+[[bin]]
+name = "groupped-repport-monthly"
+path = "src/groupped_repport_monthly.rs"
+
+[[bin]]
+name = "piperun-bot"
+path = "src/main.rs"
+
+[dependencies]
+http = {version = "1.3.1"}
+dotenv = {version = "0.15.0"}
+serde_json = "1.0.145"
+reqwest = { version = "0.12.23", features = ["json", "cookies", "blocking"] }
+chrono = { version = "0.4.42" }
+itertools = {version = "0.14.0"}
+ipaddress = {version = "0.1.3"}
+zip = { version = "6.0.0"}
+walkdir = { version = "2.5.0"}
+lettre = {version = "0.11.19", features = ["builder"]}
+anyhow = { version = "1.0.100"}
+polars = { version = "0.52.0"}
+serde = { version = "1.0.228" }
+csv = {version = "1.4.0"}
+regex = { version = "1.12.2" }
\ No newline at end of file
diff --git a/Containerfile b/Containerfile
new file mode 100644
index 0000000..5756a2a
--- /dev/null
+++ b/Containerfile
@@ -0,0 +1,19 @@
+FROM docker.io/rust:1.90 AS build
+COPY . /app
+WORKDIR /app
+RUN git checkout main
+RUN cargo build --release
+
+# FROM docker.io/alpine:3.22.1 AS production
+FROM docker.io/debian:sid AS production
+COPY --from=build /app/target/release/piperun-bot /app/
+COPY crontab /app/
+
+WORKDIR /app
+RUN ln -sf /bin/bash /bin/sh
+RUN mkdir log
+RUN chmod +x piperun-bot
+RUN apt update && apt install cron -y
+RUN /usr/bin/crontab crontab
+
+CMD ["cron", "-f"]
\ No newline at end of file
diff --git a/FILTER.txt b/FILTER.txt
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/FILTER.txt
@@ -0,0 +1 @@
+
diff --git a/PROMPT.txt b/PROMPT.txt
new file mode 100644
index 0000000..1d0e2d2
--- /dev/null
+++ b/PROMPT.txt
@@ -0,0 +1,43 @@
+SEGUINDO OS CRITÉRIOS QUE VÃO ESTAR ABAIXO, AVALIE ATENDIMENTOS PRESTADOS VIA CHAT PELO SETOR FINANCEIRO.
+
+01 (APRESENTAÇÃO) - O AGENTE DEVE SE APRESENTAR DURANTE O ATENDIMENTO.
+
+02 (CONFIRMAÇÃO DE E-MAIL) - O AGENTE DEVE SOLICITAR OU CONFIRMAR O E-MAIL DO CLIENTE DURANTE A CONVERSA.
+
+03 (CONFIRMAÇÃO DE TELEFONE) - O AGENTE DEVE SOLICITAR OU CONFIRMAR O TELEFONE DO TITULAR DURANTE A CONVERSA.
+
+04 (PROTOCOLO) - O AGENTE DEVE INFORMAR O PROTOCOLO DE ATENDIMENTO DURANTE A CONVERSA.
+
+05 (USO DO PORTUGUÊS) - O AGENTE DEVE UTILIZAR CORRETAMENTE O PORTUGUÊS (PONTUAÇÃO E ACENTUAÇÃO).
+NÃO ESTÁ ERRADO SE O AGENTE UTILIZAR 'TU', 'TEU', 'TUA'. SOMOS UMA EMPRESA REGIONAL.
+
+06 (PACIÊNCIA E EDUCAÇÃO) - O AGENTE DEVE SER PACIENTE E EDUCADO, UTILIZANDO O USO DE AGRADECIMENTOS, SAUDAÇÕES, PEDIDOS DE DESCULPAS E LINGUAGEM RESPEITOSA.
+COMO POR EXEMPLO "COMO POSSO TE AJUDAR?", "PERFEITO", "POR GENTILEZA", "OBRIGADO PELAS INFORMAÇÕES", "VOU VERIFICAR, AGUARDE UM MOMENTO POR GENTILEZA", "DESCULPE, MAS NÃO TE COMPREENDI", "PODERIA EXPLICAR DE NOVO?".
+
+07 (DISPONIBILIDADE) - O AGENTE DEVE SE COLOCAR À DISPOSIÇÃO DO CLIENTE, DEIXANDO CLARO QUE A EMPRESA ESTÁ SEMPRE DISPONÍVEL PARA AJUDAR.
+COMO POR EXEMPLO "CASO TENHA ALGUMA DÚVIDA, NOS CONTATE. A EQUIPE DA NOVANET ESTÁ SEMPRE AQUI PARA TE AJUDAR."
+
+08 (ESCLARECIMENTO) - O AGENTE DEVE MANTER O CLIENTE INFORMADO DURANTE TODO O ATENDIMENTO, DEIXANDO CLARO O QUE ESTÁ SENDO FEITO, QUAL É A SITUAÇÃO ATUAL E O QUE ACONTECERÁ EM SEGUIDA.
+ELE DEVE TRANSMITIR SEGURANÇA, MOSTRANDO QUE ESTÁ ACOMPANHANDO O CASO E EXPLICANDO AS ETAPAS DO PROCESSO.
+
+-----------------------------------
+
+As mensagens do chat estão estruturadas no formato JSON com os campos:
+- **message**: conteúdo da mensagem
+- **sent_at**: horário de envio
+- **type**: tipo da mensagem ('IN', 'OUT' ou 'SYSTEM'). As mensagens do agente são sempre do tipo 'OUT'.
+- **user_name**: nome do usuário que enviou a mensagem. Não considere respostas do PipeBot como do agente
+
+O fluxo de mensagens inicia-se com o cliente interagindo com o BOT, e então a mensagem é transferida para o atendente.
+
+Em cada categoria, atribua 0 quando o agente não tiver atendido o critétio e 1 caso tenha atendido.
+
+Devem ser avaliados somente os agentes que o nome de usuario inicie com "FIN -" .
+
+A sua resposta deve ser apenas uma tabela CSV e nada mais, utilizando como separador o caracter ';' com as colunas: CATEGORIA;PONTOS;MOTIVO;EVIDENCIA1;EVIDENCIA2; on> 
+
+A evidencia1 deve ser diferente da evidencia2 mas ambas devem justificar a pontuação daquela categoria.
+
+Na saída CSV, na coluna categoria, utilize o nome correspondente ao invés do número
+
+A seguir estão as mensagens do atendimento, em JSON, avalie e retorne apenas um CSV.
diff --git a/PROMPT_DATA_SANITIZATION.txt b/PROMPT_DATA_SANITIZATION.txt
new file mode 100644
index 0000000..03515f4
--- /dev/null
+++ b/PROMPT_DATA_SANITIZATION.txt
@@ -0,0 +1,111 @@
+Abaixo está a avaliação de um atendimento que foi realizado. Eu preciso que a formatação fique consistente e padronizada.
+Padronize o arquivo CSV da seguinte forma, deixando apenas as colunas listadas.
+Título: CATEGORIA;PONTOS
+A sua resposta deve ser apenas o CSV com a formatação corrigida, nada mais deve ser incluído na sua resposta, nem mesmo notas sobre a resposta.
+Se não for possível padronizar o arquivo de entrada de acordo com as instruções fornecidas a resposta deve ser o CSV com o campo de pontuação vazio.
+As categorias são: APRESENTAÇÃO, CONFIRMAÇÃO DE E-MAIL, CONFIRMAÇÃO DE TELEFONE, PROTOCOLO, USO DO PORTUGUÊS, PACIÊNCIA E EDUCAÇÃO, DISPONIBILIDADE, CONHECIMENTO TÉCNICO, DIDATISMO
+A coluna pontos deve ter apenas os valores 0, 1 ou vazio, se no arquivo de entrada não houver a avaliação da categoria, a coluna de pontos deve ser vazia. 
+
+Aqui estão alguns exemplos de formatação de como deve ser a sua resposta:
+Exemplo 01:
+Dado o seguinte arquivo de entrada: 
+APRESENTAÇÃO;1;O agente se apresentou ao cliente.;Boa noite, me chamo Ander.;Certo, um bom final de semana! 😊  
+CONFIRMAÇÃO DE E-MAIL;1;O agente pediu confirmação do e-mail.;Para manter o cadastro atualizado, poderia me confirmar se o e-mail continua sendo janainads.sls@gmail.com e se o telefone do titular do cadastro permanece (53) 98446-2208?;Obrigado pela confirmação.  
+CONFIRMAÇÃO DE TELEFONE;1;O agente pediu confirmação do telefone.;Para manter o cadastro atualizado, poderia me confirmar se o e-mail continua sendo janainads.sls@gmail.com e se o telefone do titular do cadastro permanece (53) 98446-2208?;Obrigado pela confirmação.  
+PROTOCOLO;1;O agente informou o protocolo.;Aqui está o protocolo do teu atendimento: 2510.3624;Boa noite, me chamo Ander.  
+USO DO PORTUGUÊS;1;O agente utilizou português correto.;Aqui está o protocolo do teu atendimento: 2510.3624;Para manter o cadastro atualizado, poderia me confirmar se o e-mail continua sendo janainads.sls@gmail.com e se o telefone do titular do cadastro permanece (53) 98446-2208?  
+PACIÊNCIA E EDUCAÇÃO;1;O agente foi paciente e educado.;Obrigado pela confirmação.;Certo, um bom final de semana! 😊  
+DISPONIBILIDADE;1;O agente demonstrou disponibilidade.;Caso tenha alguma dúvida, nos contate. A equipe da NovaNet está sempre aqui para te ajudar.😊;Certo, um bom final de semana! 😊  
+CONHECIMENTO TÉCNICO;1;O agente identificou que não havia problemas nos equipamentos.;Verifiquei aqui os equipamentos e não identifiquei nenhum problema com eles.;A potência recebida pelo equipamento está normal e as configurações do roteador estão todas corretas.  
+DIDATISMO;1;O agente foi didático ao orientar o cliente.;Certo, tu poderia se conectar na rede do primeiro roteador e verificar se ocorre algum problema?;Entendi, pode ser algum problema neste segundo roteador, tu pode estar reiniciando ele na tomada para caso seja algum travamento.  
+100%
+
+A resposta sua deve ser:
+```csv
+CATEGORIA;PONTOS
+APRESENTAÇÃO;1
+CONFIRMAÇÃO DE E-MAIL;1
+CONFIRMAÇÃO DE TELEFONE;1
+PROTOCOLO;1
+USO DO PORTUGUÊS;1
+PACIÊNCIA E EDUCAÇÃO;1
+DISPONIBILIDADE;1
+CONHECIMENTO TÉCNICO;1
+DIDATISMO;1
+```
+
+Exemplo 02:
+Dado o seguinte arquivo de entrada:
+01,1,Apresentação,"Boa tarde, me chamo Ander. (12:10:05)"  
+02,1,Confirmou e‑mail,"Para manter o cadastro atualizado, poderia me confirmar se o e‑mail continua sendo mmaicomvoss@gmail.com? (13:01:40)"  
+03,1,Confirmou telefone,"para manter o cadastro atualizado, poderia me confirmar se o telefone continua (53) 98414‑3027? (13:01:40)"  
+04,1,Informa protocolo,"Aqui está o protocolo do teu atendimento: 2510.2749 (12:10:06)"  
+05,1,Uso correto do português,"Todas as mensagens foram escritas em português formal e correto, inclusive com 'tu' permitido. (12:10:05‑13:03:08)"  
+06,1,Uso de linguagem paciente e educada,"Aguarde meu retorno, por gentileza; me informe, por gentileza; obrigado pela confirmação. (12:10:13‑13:03:07)"  
+07,1,Disponibilidade expressa,"Caso tenha alguma dúvida, nos contate. A equipe da NovaNet está sempre aqui para te ajudar. (13:03:08)"  
+08,1,Conhecimento técnico,"Identificou mau contato no cabo, instruiu reconexões, avaliou ordem de serviço, cotou peças. (12:25:44‑12:57:10)"  
+09,1,Didático,"Desconecte o cabo LAN/WAN passo a passo e me informe quando terminar. (12:25:56‑12:26:06)"  
+10,1,Eclaração diagnóstica,"Fez diagnóstico de mau contato no cabo e ofereceu ordem de serviço sem custo. (12:55:17‑13:01:15)"  
+11,2,Tempo de espera excedido, 2 ocorrências,"Intervalos superiores a 5 min: 12:55:17‑13:01:15 (5 min 58 s) e 12:27:51‑12:54:11 (26 min 20 s)"
+
+A resposta sua deve ser:
+```csv
+CATEGORIA;PONTOS
+APRESENTAÇÃO;1
+CONFIRMAÇÃO DE E-MAIL;1
+CONFIRMAÇÃO DE TELEFONE;1
+PROTOCOLO;1
+USO DO PORTUGUÊS;1
+PACIÊNCIA E EDUCAÇÃO;1
+DISPONIBILIDADE;1
+CONHECIMENTO TÉCNICO;1
+DIDATISMO;1
+```
+
+Exemplo 03:
+Dado o seguinte arquivo de entrada:
+Identificação e abertura do atendimento,1,
+Confirmação de dados do cliente,1,
+Verificação do histórico e do plano do cliente,1,
+Análise e diagnóstico da falha na conectividade,1,
+Verificação e teste de equipamentos,1,
+Sugestão de solução de conectividade,1,
+Escala de serviço,1,
+Encerramento de atendimento,1,
+Follow-up,1,
+Comunicação com o cliente,1,
+Tempo de Resposta,1
+
+A sua resposta deve ser vazia neste caso, pois a entrada não fornece a pontuação adequada para os critérios. 
+Ou seja o retorno deve ser o seguinte
+```csv
+CATEGORIA;PONTOS
+APRESENTAÇÃO;
+CONFIRMAÇÃO DE E-MAIL;
+CONFIRMAÇÃO DE TELEFONE;
+PROTOCOLO;
+USO DO PORTUGUÊS;
+PACIÊNCIA E EDUCAÇÃO;
+DISPONIBILIDADE;
+CONHECIMENTO TÉCNICO;
+DIDATISMO;
+```
+
+
+Aqui um exemplo de formatação de como não deve ser sua resposta
+Erro 01: Não utilizar o formato estritamente como fornecido nas instruções e copiar da entrada que está sendo avaliada
+```csv
+CATEGORIA;PONTOS
+APRESENTAÇÃO;1
+Confirmação de e-mail;1
+CONFIRMAÇÃO DE TELEFONE;1
+PROTOCOLO;1
+USO DO PORTUGUÊS;1
+PACIÊNCIA E EDUCAÇÃO;1
+DISPONIBILIDADE;1
+CONHECIMENTO TÉCNICO;1
+DIDATISMO;1
+```
+
+Abaixo está a avaliação que deve ser processada
+--------------------------------
diff --git a/compose.yaml b/compose.yaml
new file mode 100644
index 0000000..c6510ad
--- /dev/null
+++ b/compose.yaml
@@ -0,0 +1,24 @@
+version: "3.9"
+
+networks:
+  piperun_bot_default:
+    external: true
+    ipv6_enabled: true
+
+services:
+  piperun-bot:
+    name: piperun-bot
+    restart: always
+    build:
+      context: .
+      dockerfile: Containerfile
+    volumes:
+      - ./crontab:/app/crontab:ro
+      - ./PROMPT.txt:/app/PROMPT.txt
+      - ./FILTER.txt:/app/FILTER.txt
+      - ./evaluations:/app/evaluations
+      - ./.env:/app/.env
+      - ./log/container:/app/log
+      - /etc/localtime:/etc/localtime:ro # sync time between machine and container
+    networks:
+      - piperun_bot_default
diff --git a/crontab b/crontab
new file mode 100644
index 0000000..477592a
--- /dev/null
+++ b/crontab
@@ -0,0 +1,13 @@
+# 
+# Output of the crontab jobs (including errors) is sent through
+# email to the user the crontab file belongs to (unless redirected).
+# 
+# For example, you can run a backup of all your user accounts
+# at 5 a.m every week with:
+# 0 5 * * 1 tar -zcf /var/backups/home.tgz /home/
+# 
+# For more information see the manual pages of crontab(5) and cron(8)
+# 
+# m h  dom mon dow   command
+#0 1 * * * piperun-bot # Execute the piperun-bot everyday at 01h00min
+25 0 * * * cd /app; ./piperun-bot >/app/log/stdout.log 2>/app/log/stderr.log # Execute the piperun-bot every minute
diff --git a/src/.env.example b/src/.env.example
new file mode 100644
index 0000000..1e36132
--- /dev/null
+++ b/src/.env.example
@@ -0,0 +1,7 @@
+OLLAMA_URL=localhost
+OLLAMA_PORT=11432
+PIPERUN_API_URL=novanet.cxm.pipe.run
+PIPERUN_CLIENT_ID=0
+PIPERUN_CLIENT_SECRET=
+PIPERUN_BOT_USERNAME=
+PIPERUN_BOT_PASSWORD=
\ No newline at end of file
diff --git a/src/config.rs b/src/config.rs
new file mode 100644
index 0000000..cd3edca
--- /dev/null
+++ b/src/config.rs
@@ -0,0 +1,7 @@
+const OLLAMA_URL: str = "localhost";
+const OLLAMA_PORT: str = 11434;
+const PIPERUN_API_URL: str = "novanet.cxm.pipe.run";
+const PIPERUN_CLIENT_ID: i32 = 0;
+const PIPERUN_CLIENT_SECRET: str = "";
+const PIPERUN_BOT_USERNAME: str = "";
+const PIPERUN_BOT_PASSWORD: str = "";
diff --git a/src/fin_main.rs b/src/fin_main.rs
new file mode 100644
index 0000000..e4ed571
--- /dev/null
+++ b/src/fin_main.rs
@@ -0,0 +1,673 @@
+use std::{any::Any, env, fmt::format, iter, time::Duration};
+
+use chrono::{self, Timelike};
+use dotenv;
+use ipaddress;
+use itertools::{self, Itertools};
+use lettre::{self, message};
+use reqwest;
+use serde_json::{self, json};
+
+use std::io::prelude::*;
+
+pub mod send_mail_util;
+pub mod zip_directory_util;
+
+fn main() -> anyhow::Result<()> {
+    match dotenv::dotenv().ok() {
+        Some(_) => println!("Environment variables loaded from .env file"),
+        None => eprintln!("Failed to load .env file, using defaults"),
+    }
+
+    // Read environment variables
+    let OLLAMA_URL = env::var("OLLAMA_URL").unwrap_or("localhost".to_string());
+    let OLLAMA_PORT = env::var("OLLAMA_PORT")
+        .unwrap_or("11432".to_string())
+        .parse::<u16>()
+        .unwrap_or(11432);
+    let PIPERUN_API_URL = env::var("PIPERUN_API_URL").expect("PIPERUN_API_URL has not been set!");
+    let PIPERUN_CLIENT_ID = env::var("PIPERUN_CLIENT_ID")
+        .expect("PIPERUN_CLIENT_ID has not been set!")
+        .parse::<i32>()
+        .unwrap_or(0);
+    let PIPERUN_CLIENT_SECRET =
+        env::var("PIPERUN_CLIENT_SECRET").expect("PIPERUN_CLIENT_SECRET has not been set!");
+    let PIPERUN_BOT_USERNAME =
+        env::var("PIPERUN_BOT_USERNAME").expect("PIPERUN_BOT_USERNAME has not been set!");
+    let PIPERUN_BOT_PASSWORD =
+        env::var("PIPERUN_BOT_PASSWORD").expect("PIPERUN_BOT_PASSWORD has not been set!");
+    let OLLAMA_AI_MODEL = env::var("OLLAMA_AI_MODEL").expect("OLLAMA_AI_MODEL has not been set!");
+    let MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE = env::var("MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE")
+        .expect("MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE has not been set!")
+        .parse::<usize>()
+        .unwrap_or(10);
+    let MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE =
+        env::var("MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE")
+            .expect("MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE has not been set!")
+            .parse::<usize>()
+            .unwrap_or(12);
+    let BOT_EMAIL = env::var("BOT_EMAIL").expect("BOT_EMAIL has not been set!");
+    let BOT_EMAIL_PASSWORD =
+        env::var("BOT_EMAIL_PASSWORD").expect("BOT_EMAIL_PASSWORD has not been set!");
+
+    // Print the configuration
+    println!("OLLAMA_URL: {}", OLLAMA_URL);
+    println!("OLLAMA_PORT: {}", OLLAMA_PORT);
+    println!("OLLAMA_AI_MODEL: {}", OLLAMA_AI_MODEL);
+    println!("PIPERUN_API_URL: {}", PIPERUN_API_URL);
+    println!("PIPERUN_CLIENT_ID: {}", PIPERUN_CLIENT_ID);
+    println!("PIPERUN_CLIENT_SECRET: {}", PIPERUN_CLIENT_SECRET);
+    println!("PIPERUN_BOT_USERNAME: {}", PIPERUN_BOT_USERNAME);
+    println!("PIPERUN_BOT_PASSWORD: {}", PIPERUN_BOT_PASSWORD);
+
+    let ip_address = ipaddress::IPAddress::parse(OLLAMA_URL.to_string());
+    let OLLAMA_SANITIZED_IP = match ip_address {
+        Ok(ip) => {
+            if ip.is_ipv4() {
+                OLLAMA_URL.clone()
+            } else {
+                format!("[{}]", OLLAMA_URL.clone())
+            }
+        }
+        Err(e) => OLLAMA_URL.clone(),
+    };
+
+    // Send the authentication request
+    let client = reqwest::blocking::Client::new();
+
+    let auth_request = client
+        .post(format!("https://{}/oauth/token", PIPERUN_API_URL))
+        .header("Content-Type", "application/json")
+        .header("Accept", "application/json")
+        .body(
+            serde_json::json!({
+                "grant_type": "password",
+                "client_id": PIPERUN_CLIENT_ID,
+                "client_secret": PIPERUN_CLIENT_SECRET,
+                "username": PIPERUN_BOT_USERNAME,
+                "password": PIPERUN_BOT_PASSWORD,
+            })
+            .to_string(),
+        );
+
+    println!("Sending authentication request to Piperun API...");
+    println!("{:?}", auth_request);
+
+    let response = auth_request.send();
+    let access_token = match response {
+        Ok(resp) => {
+            if resp.status().is_success() {
+                let json: serde_json::Value = resp.json()?;
+                // println!("Authentication successful: {:?}", json);
+
+                // Extract the access token
+                if let Some(access_token) = json.get("access_token") {
+                    println!("Access Token: {}", access_token);
+                    access_token
+                        .as_str()
+                        .expect("Failed to get token")
+                        .to_string()
+                } else {
+                    eprintln!("Access token not found in response");
+                    panic!("Failed to retrieve access token from Piperun API");
+                }
+            } else {
+                eprintln!("Authentication failed: {}", resp.status());
+                let json: serde_json::Value = resp.json()?;
+                eprintln!("Response body: {:?}", json);
+
+                panic!("Failed to authenticate with Piperun API");
+            }
+        }
+        Err(e) => {
+            eprintln!("Error sending authentication request: {}", e);
+            panic!("Failed to send authentication request to Piperun API");
+        }
+    };
+
+    // Get the current day in the format YYYY-MM-DD
+    let current_date = chrono::Local::now();
+    let formatted_date = current_date.format("%Y-%m-%d").to_string();
+
+    println!("Current date: {}", formatted_date);
+
+    // Get the day before the current date
+    let day_before = current_date
+        .checked_sub_signed(chrono::Duration::days(1))
+        .expect("Failed to get the day before");
+    let formatted_day_before = day_before.format("%Y-%m-%d").to_string();
+
+    println!("Day before: {}", formatted_day_before);
+
+    let day_before_at_midnight = day_before
+        .with_hour(0)
+        .unwrap()
+        .with_minute(0)
+        .unwrap()
+        .with_second(0)
+        .unwrap();
+    let formatted_day_before_at_midnight =
+        day_before_at_midnight.format("%Y-%m-%d %H:%M").to_string();
+
+    let day_before_at_23_59_59 = day_before
+        .with_hour(23)
+        .unwrap()
+        .with_minute(59)
+        .unwrap()
+        .with_second(59)
+        .unwrap();
+    let formatted_day_before_at_23_59_59 =
+        day_before_at_23_59_59.format("%Y-%m-%d %H:%M").to_string();
+
+    println!(
+        "Day before at midnight: {}, Day before at 23:59:59: {}",
+        formatted_day_before_at_midnight, formatted_day_before_at_23_59_59
+    );
+
+    let formatted_day_before = day_before_at_midnight.format("%Y-%m-%d").to_string();
+
+    // Create a folder named with the day_before
+    if !std::fs::exists(format!("./evaluations/{formatted_day_before}")).unwrap() {
+        std::fs::create_dir(format!("./evaluations/{formatted_day_before}"))
+            .expect("Failed to create directory")
+    }
+
+    // Create the response time folder
+    if !std::fs::exists(format!(
+        "./evaluations/{formatted_day_before}/response_time.csv"
+    ))
+    .unwrap()
+    {
+        let mut response_time_file = std::fs::File::create_new(format!(
+            "./evaluations/{formatted_day_before}/response_time.csv"
+        ))
+        .expect("Failed to response_time.csv");
+    }
+
+    // Read system prompt
+    let prompt = std::fs::read_to_string("PROMPT.txt").unwrap();
+    let filter_file_contents = std::fs::read_to_string("FILTER.txt").unwrap_or(String::new());
+    let filter_keywords = filter_file_contents
+        .split("\n")
+        .filter(|keyword| !keyword.is_empty())
+        .collect::<Vec<&str>>();
+
+    let talks_array = get_piperun_chats_on_date(
+        &PIPERUN_API_URL,
+        &client,
+        &access_token,
+        formatted_day_before_at_midnight,
+        formatted_day_before_at_23_59_59,
+    );
+
+    println!("Number of consolidated talks: {}", talks_array.len());
+
+    let talk_ids = talks_array
+        .iter()
+        .cloned()
+        .map(|value| {
+            serde_json::from_value::<serde_json::Value>(value).expect("Failed to parse the JSON")
+                ["id"]
+                .clone()
+                .to_string()
+        })
+        .collect::<Vec<String>>();
+
+    println!("IDS {:?}", talk_ids);
+
+    // Gather messages and apply filtering
+    let filtered_chats = talk_ids
+        .iter()
+        .cloned()
+        .map(|talk_id| {
+            let talk_id_get_request = client
+                .get(format!("https://{}/api/talk_histories", PIPERUN_API_URL))
+                .bearer_auth(&access_token)
+                .header("Content-Type", "application/json")
+                .header("Accept", "application/json")
+                .query(&[
+                    ("talk_id", talk_id),
+                    ("type", "a".to_string()),
+                    ("only_view", "1".to_string()),
+                ]);
+
+            let talk_id_get_result = talk_id_get_request.send();
+
+            return talk_id_get_result;
+        })
+        .filter_map_ok(|result| {
+            let json = result
+                .json::<serde_json::Value>()
+                .expect("Failed to deserialize response to JSON")
+                .to_owned();
+            let talk_histories = &json["talk_histories"];
+            let data = &talk_histories["data"];
+
+            // Filter chats that have very few messages
+            let talk_lenght = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .len();
+            if talk_lenght < MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE {
+                return None;
+            }
+
+            // Filter chats that have less that specified ammount of talks with support agent form the last queue transfer
+            let found = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .enumerate()
+                .find(|(pos, message_object)| {
+                    let message = message_object["message"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    let found = message.find(
+                        "Atendimento transferido para a fila [NovaNet -> Atendimento -> Financeiro NVL2]",
+                    );
+                    found.is_some()
+                });
+
+            match found {
+                None => {
+                    return None;
+                }
+                Some(pos) => {
+                    let pos_found = pos.0;
+                    if pos_found < MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE {
+                        return None;
+                    }
+                }
+            };
+
+            // Filter Bot finished  chats
+            if json["agent"]["user"]["name"]
+                .as_str()
+                .unwrap_or("unknown_user")
+                == "PipeBot"
+            {
+                return None;
+            }
+
+            // Apply keyword based filtering
+            let filter_keywords_found = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .any(|message_object| {
+                    let message = message_object["message"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    let found1 = filter_keywords.iter().any(|keyword| {
+                        message
+                            .to_uppercase()
+                            .find(&keyword.to_uppercase())
+                            .is_some()
+                    });
+		    let found2 = message_object["is_template"]
+				.as_bool()
+				.unwrap_or(true);
+                    let found = found1 || found2;
+	  	    found
+                });
+
+            if filter_keywords_found {
+                return None;
+            }
+
+            return Some(json);
+        });
+
+    // Calculate the response time in seconds
+    let response_time = filtered_chats
+        .clone()
+        .map(|messages| {
+            let json = messages.unwrap();
+            let talk_histories = &json["talk_histories"];
+
+            // dbg!(&talk_histories);
+
+            // talk_histories.as_array().unwrap().into_iter().enumerate().for_each(|(pos, message_obj)|{println!("{}: {}", pos, message_obj["message"])});
+
+            // find the bot transfer message
+            let bot_transfer_message = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .enumerate()
+                .filter(|(pos, message_object)| {
+                   let user_name = message_object["user"]["name"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    user_name == "PipeBot".to_string()
+                })
+                .find(|(pos, message_object)| {
+                    let message = message_object["message"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    //let found = message.find("Atendimento transferido para a fila [NovaNet -> Atendimento -> Financeiro NVL2]");
+                    let found = message.find("Atendimento entregue da fila de espera para o agente [FIN - ");
+                    found.is_some()
+                });
+
+            // Find first agent message sent after the last bot message
+            let (pos, transfer_message) =
+                bot_transfer_message.expect("Failed to get the transfer bot message position");
+
+            let msg = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .take(pos)
+                .rev()
+                .filter(|message| {
+                    message["type"] == "out".to_string()
+                       // && message["user"]["name"] != "PipeBot".to_string()
+			&& message["user"]["name"].as_str().map_or(false, |name| name.starts_with("FIN -"))
+                })
+                .take(1)
+                .collect_vec();
+
+	    //if msg[0] {
+              //  return None;
+            //}
+            let agent_first_message = msg[0];
+
+            // Calculate time difference between bot message and agent message
+            let date_user_message_sent = agent_first_message["sent_at"].as_str().unwrap();
+
+            let format = "%Y-%m-%d %H:%M:%S";
+
+            let date_user_message_sent_parsed =
+                match chrono::NaiveDateTime::parse_from_str(date_user_message_sent, format) {
+                    Ok(dt) => dt,
+                    Err(e) => {
+                        println!("Error parsing DateTime: {}", e);
+                        panic!("Failed parsing date")
+                    }
+                };
+
+            let date_transfer_message_sent_parsed = match chrono::NaiveDateTime::parse_from_str(
+                transfer_message["sent_at"].as_str().unwrap(),
+                format,
+            ) {
+                Ok(dt) => dt,
+                Err(e) => {
+                    println!("Error parsing DateTime: {}", e);
+                    panic!("Failed parsing date")
+                }
+            };
+
+            let response_time = (date_user_message_sent_parsed - date_transfer_message_sent_parsed)
+                .as_seconds_f32();
+            let name = agent_first_message["user"]["name"]
+                .as_str()
+                .unwrap()
+                .to_owned();
+            let id = json["tracking_number"].as_str().unwrap_or("").to_owned();
+            let bot_transfer_date = date_transfer_message_sent_parsed.to_owned();
+            let user_response_date = date_user_message_sent.to_owned();
+            println!(
+                "response_time: {}s",
+                (date_user_message_sent_parsed - date_transfer_message_sent_parsed)
+                    .as_seconds_f32()
+            );
+
+            format!(
+                "{};{};{};{};{}",
+                name, id, response_time, bot_transfer_date, user_response_date
+            )
+        })
+        .reduce(|acc, e| format!("{}\n{}", acc, e))
+        .unwrap_or("".to_string());
+
+    // return Ok(());
+    // Open file and write to it
+    let header = "NOME;ID_TALK;TEMPO DE RESPOSTA;TRANFERENCIA PELO BOT;PRIMEIRA RESPOSTA DO AGENTE";
+    let mut response_time_file = std::fs::OpenOptions::new()
+        .write(true)
+        .open(format!(
+            "./evaluations/{formatted_day_before}/response_time.csv"
+        ))
+        .expect("Failed to open response time file for write");
+    response_time_file
+        .write_all(format!("{header}\n{response_time}").as_bytes())
+        .expect("Failed to write header to file");
+
+    filtered_chats.clone().skip(0).for_each(|result| {
+        let json = result.unwrap();
+        let talk_histories = &json["talk_histories"];
+        let data = &talk_histories["data"];
+
+        let talk = talk_histories
+            .as_array()
+            .expect("Wrong message type received from talk histories")
+            .iter()
+            .rev()
+            .map(|message_object| {
+                let new_json_filtered = format!(
+                    "{{
+    message: {},
+    sent_at: {},
+    type: {},
+    user_name: {}
+}}",
+                    message_object["message"],
+                    message_object["sent_at"],
+                    message_object["type"],
+                    message_object["user"]["name"]
+                );
+                // println!("{}", new_json_filtered);
+                new_json_filtered
+            })
+            .reduce(|acc, e| format!("{acc}\n{e}"))
+            .expect("Error extracting talk");
+
+        println!("{prompt}\n {talk}");
+
+        let ollama_api_request = client
+            .post(format!(
+                "http://{OLLAMA_SANITIZED_IP}:{OLLAMA_PORT}/api/generate"
+            ))
+            .body(
+                serde_json::json!({
+                    "model": OLLAMA_AI_MODEL,
+                    "prompt": format!("{prompt} \n{talk}"),
+                    // "options": serde_json::json!({"temperature": 0.1}),
+                    "stream": false,
+                })
+                .to_string(),
+            );
+
+        let result = ollama_api_request.timeout(Duration::from_secs(3600)).send();
+
+        match result {
+            Ok(response) => {
+                println!("Response: {:?}", response);
+                let response_json = response
+                    .json::<serde_json::Value>()
+                    .expect("Failed to deserialize response to JSON");
+                println!("{}", response_json);
+                let ai_response = response_json["response"]
+                    .as_str()
+                    .expect("Failed to get AI response as string");
+                println!("AI Response: {}", ai_response);
+
+                let csv_response = ai_response.replace("```csv\n", "").replace("```", "");
+
+                // Save the CSV response to a file
+
+                let user_name = &json["agent"]["user"]["name"]
+                    .as_str()
+                    .unwrap_or("unknown_user");
+                let talk_id = &json["id"].as_u64().unwrap_or(0);
+                let tracking_number = &json["tracking_number"].as_str().unwrap_or("");
+                std::fs::write(
+                    format!(
+                        "./evaluations/{}/{} - {} - {}.csv",
+                        formatted_day_before, user_name, talk_id, tracking_number
+                    ),
+                    csv_response,
+                )
+                .expect("Unable to write file");
+                std::fs::write(
+                    format!(
+                        "./evaluations/{}/{} - {} - {} - prompt.txt",
+                        formatted_day_before, user_name, talk_id, tracking_number
+                    ),
+                    format!("{prompt} \n{talk}"),
+                )
+                .expect("Unable to write file");
+            }
+            Err(error) => {
+                println!("Error {error}");
+            }
+        };
+    });
+
+    // Compress folder into zip
+    let source_dir_str = format!("./evaluations/{formatted_day_before}");
+    let output_zip_file_str = format!("./evaluations/{formatted_day_before}.zip");
+    let source_dir = std::path::Path::new(source_dir_str.as_str());
+    let output_zip_file = std::path::Path::new(output_zip_file_str.as_str());
+    zip_directory_util::zip_directory_util::zip_source_dir_to_dst_file(source_dir, output_zip_file);
+
+    // Send folder to email
+    //let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>, Isadora G. Moura de Moura <isadora.moura@nova.net.br>";
+    let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>";
+    println!("Trying to send email... Recipients {recipients}");
+
+    send_mail_util::send_mail_util::send_email(
+        &format!("Avaliacao atendimentos {formatted_day_before}"),
+        &BOT_EMAIL,
+        &BOT_EMAIL_PASSWORD,
+        recipients,
+        &output_zip_file_str,
+    );
+
+    return Ok(());
+}
+
+fn get_piperun_chats_on_date(
+    PIPERUN_API_URL: &String,
+    client: &reqwest::blocking::Client,
+    access_token: &String,
+    formatted_day_before_at_midnight: String,
+    formatted_day_before_at_23_59_59: String,
+) -> Vec<serde_json::Value> {
+    let start_of_talk_code: String = "talk_start".to_string();
+    let support_queue_id: String = "16".to_string();
+
+    // API V2
+    let report_type = "consolidated".to_string();
+    let page = "1".to_string();
+    let per_page = "15".to_string();
+
+    let talks_request = client
+        .get(format!("https://{}/api/v2/reports/talks", PIPERUN_API_URL))
+        .bearer_auth(access_token)
+        .header("Content-Type", "application/json")
+        .header("Accept", "application/json")
+        .query(&[
+            ("page", page.clone()),
+            ("perPage", per_page.clone()),
+            ("report_type", report_type.clone()),
+            ("start_date", formatted_day_before_at_midnight.clone()),
+            ("end_date", formatted_day_before_at_23_59_59.clone()),
+            ("date_range_type", start_of_talk_code.clone()),
+            ("queue_id[]", support_queue_id.clone()),
+        ]);
+
+    println!("Sending request for consolidated talks... {talks_request:?}");
+    let talks_response = talks_request.send();
+
+    let json_response = match talks_response {
+        Ok(resp) => {
+            if resp.status().is_success() {
+                let json: serde_json::Value = resp.json().unwrap();
+                json
+            } else {
+                eprintln!("Failed to get consolidated talks: {}", resp.status());
+                let json: serde_json::Value = resp.json().unwrap();
+                eprintln!("Response body: {:?}", json);
+                panic!("Failed to retrieve consolidated talks from Piperun API");
+            }
+        }
+        Err(e) => {
+            eprintln!("Error: {e}");
+            panic!("Failed to send the request for talks to PipeRUN API");
+        }
+    };
+
+    let mut aggregated_talks = json_response["data"]
+        .as_array()
+        .expect("Failed to parse messages as array")
+        .to_owned();
+
+    let current_page = json_response["current_page"]
+        .as_i64()
+        .expect("Failed to obtain current page number");
+    let last_page = json_response["last_page"]
+        .as_i64()
+        .expect("Failed to obtain current page number");
+
+    if current_page == last_page {
+        return aggregated_talks;
+    }
+
+    let mut all_other_messages = (current_page..last_page)
+        .into_iter()
+        .map(|page| {
+            let page_to_request = page + 1;
+            let talks_request = client
+                .get(format!("https://{}/api/v2/reports/talks", PIPERUN_API_URL))
+                .bearer_auth(access_token)
+                .header("Content-Type", "application/json")
+                .header("Accept", "application/json")
+                .query(&[
+                    ("page", page_to_request.to_string()),
+                    ("perPage", per_page.clone()),
+                    ("report_type", report_type.clone()),
+                    ("start_date", formatted_day_before_at_midnight.clone()),
+                    ("end_date", formatted_day_before_at_23_59_59.clone()),
+                    ("date_range_type", start_of_talk_code.clone()),
+                    ("queue_id[]", support_queue_id.clone()),
+                ]);
+
+            println!("Sending request for consolidated talks... {talks_request:?}");
+            let talks_response = talks_request.send();
+
+            let json_response = match talks_response {
+                Ok(resp) => {
+                    if resp.status().is_success() {
+                        let json: serde_json::Value = resp.json().unwrap();
+                        json
+                    } else {
+                        eprintln!("Failed to get consolidated talks: {}", resp.status());
+                        let json: serde_json::Value = resp.json().unwrap();
+                        eprintln!("Response body: {:?}", json);
+                        panic!("Failed to retrieve consolidated talks from Piperun API");
+                    }
+                }
+                Err(e) => {
+                    eprintln!("Error: {e}");
+                    panic!("Failed to send the request for talks to PipeRUN API");
+                }
+            };
+
+            let aggregated_talks = json_response["data"]
+                .as_array()
+                .expect("Failed to parse messages as array")
+                .to_owned();
+
+            return aggregated_talks;
+        })
+        .reduce(|mut this, mut acc| {
+            acc.append(&mut this);
+            acc
+        })
+        .expect("Failed to concatenate all vectors of messages");
+
+    aggregated_talks.append(&mut all_other_messages);
+    aggregated_talks
+}
diff --git a/src/groupped_repport_monthly.rs b/src/groupped_repport_monthly.rs
new file mode 100644
index 0000000..3050443
--- /dev/null
+++ b/src/groupped_repport_monthly.rs
@@ -0,0 +1,506 @@
+use std::fmt::Debug;
+
+use chrono::{Datelike, NaiveDate};
+use itertools::Itertools;
+use polars::prelude::*;
+use reqwest;
+use std::env;
+use std::time::Duration;
+
+use csv;
+
+pub mod send_mail_util;
+pub mod zip_directory_util;
+
+#[derive(Debug, serde::Deserialize)]
+struct CsvHeader {
+    CATEGORIA: String,
+    PONTOS: Option<u8>,
+}
+
+#[derive(Debug, serde::Deserialize)]
+struct CsvEvaluation {
+    APRESENTAÇÃO: u8,
+    CONFIRMAÇÃO_DE_EMAIL: u8,
+    CONFIRMAÇÃO_DE_TELEFONE: u8,
+    PROTOCOLO: u8,
+    USO_DO_PORTUGUÊS: u8,
+    PACIÊNCIA_E_EDUCAÇÃO: u8,
+    DISPONIBILIDADE: u8,
+    CONHECIMENTO_TÉCNICO: u8,
+    DIDATISMO: u8,
+    ID_TALK: String,
+}
+
+// --- ADICAO PARA AGRUPAR O response_time.csv ---
+#[derive(Debug, serde::Deserialize)]
+struct ResponseTimeRecord {
+    NOME: String,
+    ID_TALK: String,
+    #[serde(rename = "TEMPO DE RESPOSTA")]
+    TEMPO_DE_RESPOSTA: u32,
+    #[serde(rename = "TRANFERENCIA PELO BOT")]
+    TRANFERENCIA_PELO_BOT: String,
+    #[serde(rename = "PRIMEIRA RESPOSTA DO AGENTE")]
+    PRIMEIRA_RESPOSTA_DO_AGENTE: String,
+}
+// --- FIM DA ADIÇÃO ---
+
+fn main() {
+    match dotenv::dotenv().ok() {
+        Some(_) => println!("Environment variables loaded from .env file"),
+        None => eprintln!("Failed to load .env file, using defaults"),
+    }
+
+    // Read environment variables
+    let OLLAMA_URL = env::var("OLLAMA_URL").unwrap_or("localhost".to_string());
+    let OLLAMA_PORT = env::var("OLLAMA_PORT")
+        .unwrap_or("11432".to_string())
+        .parse::<u16>()
+        .unwrap_or(11432);
+    let OLLAMA_AI_MODEL_DATA_SANITIZATION = env::var("OLLAMA_AI_MODEL_DATA_SANITIZATION")
+        .expect("Missing environment variable OLLAMA_AI_MODEL_DATA_SANITIZATION");
+    let BOT_EMAIL = env::var("BOT_EMAIL").expect("BOT_EMAIL has not been set!");
+    let BOT_EMAIL_PASSWORD =
+        env::var("BOT_EMAIL_PASSWORD").expect("BOT_EMAIL_PASSWORD has not been set!");
+
+    let ip_address = ipaddress::IPAddress::parse(OLLAMA_URL.to_string());
+    let OLLAMA_SANITIZED_IP = match ip_address {
+        Ok(ip) => {
+            if ip.is_ipv4() {
+                OLLAMA_URL.clone()
+            } else {
+                format!("[{}]", OLLAMA_URL.clone())
+            }
+        }
+        Err(e) => OLLAMA_URL.clone(),
+    };
+
+    // Get the current day in the format YYYY-MM-DD
+    let current_date = chrono::Local::now();
+    let formatted_date = current_date.format("%Y-%m-%d").to_string();
+
+    let current_date = chrono::Local::now();
+    // let first_day_of_current_month = NaiveDate::fro
+
+    let current_day_of_last_month = current_date
+        .checked_sub_months(chrono::Months::new(1))
+        .expect("Failed to subtract one month");
+
+    let first_day_of_last_month = NaiveDate::from_ymd_opt(
+        current_day_of_last_month.year(),
+        current_day_of_last_month.month(),
+        1,
+    )
+    .expect("Failed to obtain date");
+    let last_day_of_last_month = NaiveDate::from_ymd_opt(
+        current_day_of_last_month.year(),
+        current_day_of_last_month.month(),
+        current_day_of_last_month.num_days_in_month() as u32,
+    )
+    .expect("Failed to obtain date");
+
+    let previous_month_folder_names = std::fs::read_dir(std::path::Path::new("./evaluations"))
+        .expect("Failed to read directory ./evaluations")
+        .filter_map_ok(|entry| {
+            if entry.metadata().unwrap().is_dir() {
+                Some(entry.file_name())
+            } else {
+                None
+            }
+        })
+        .filter_map_ok(|entry_string_name| {
+            let regex_match_date =
+                regex::Regex::new(r"(\d{4}-\d{2}-\d{2})").expect("Failed to build regex");
+
+            let filename = entry_string_name.to_str().unwrap();
+            let matches_find = regex_match_date.find(filename);
+
+            match matches_find {
+                Some(found) => {
+                    let date = chrono::NaiveDate::parse_from_str(found.as_str(), "%Y-%m-%d");
+                    return Some((date.unwrap(), entry_string_name));
+                }
+                None => {
+                    return None;
+                }
+            };
+        })
+        .filter_map_ok(|(folder_name_date, directory_string)| {
+            if folder_name_date.year() == first_day_of_last_month.year()
+                && folder_name_date.month() == first_day_of_last_month.month()
+            {
+                return Some(directory_string);
+            }
+            return None;
+        })
+        .filter_map(|value| {
+            if value.is_ok() {
+                return Some(value.unwrap());
+            } else {
+                return None;
+            }
+        })
+        .sorted()
+        .collect_vec();
+
+    println!("{:?}", previous_month_folder_names);
+
+    let prompt_data_sanitization = std::fs::read_to_string("./PROMPT_DATA_SANITIZATION.txt")
+        .expect("Failed to read PROMPT_DATA_SANITIZATION.txt");
+    let client = reqwest::blocking::Client::new();
+
+    let groupped_values = previous_month_folder_names
+        .iter()
+        .map(|folder_name| {
+            let folder_base_path = std::path::Path::new("./evaluations");
+            let folder_date_path = folder_base_path.join(folder_name);
+            std::fs::read_dir(folder_date_path)
+        })
+        .filter_map_ok(|files_inside_folder_on_date| {
+            let groupped_by_user_on_day = files_inside_folder_on_date
+                .filter_ok(|entry| {
+                    let entry_file_name_as_str = entry
+                        .file_name()
+                        .into_string()
+                        .expect("Failed to get filename as a String");
+
+                    entry_file_name_as_str.ends_with(".csv")
+                        && !entry_file_name_as_str.contains("response_time.csv")
+                })
+                .filter_map(|value| {
+                    if value.is_ok() {
+                        return Some(value.unwrap());
+                    }
+                    None
+                })
+                .map(|file_name_csv| {
+                    println!("{:?}", file_name_csv.path());
+                    let file_contents = std::fs::read_to_string(file_name_csv.path())
+                        .expect("Failed to read CSV file");
+
+                    let ollama_api_request = client
+                        .post(format!(
+                            "http://{OLLAMA_SANITIZED_IP}:{OLLAMA_PORT}/api/generate"
+                        ))
+                        .body(
+                            serde_json::json!({
+                                "model": OLLAMA_AI_MODEL_DATA_SANITIZATION,
+                                "prompt": format!("{prompt_data_sanitization} \n{file_contents}"),
+                                "temperature": 0.0, // Get predictable and reproducible output
+                                "stream": false,
+                            })
+                            .to_string(),
+                        );
+
+                    let result = ollama_api_request.timeout(Duration::from_secs(3600)).send();
+
+                    match result {
+                        Ok(response) => {
+                            println!("Response: {:?}", response);
+                            let response_json = response
+                                .json::<serde_json::Value>()
+                                .expect("Failed to deserialize response to JSON");
+                            let ai_response = response_json["response"]
+                                .as_str()
+                                .expect("Failed to get AI response as string");
+
+                            let ai_response = ai_response.to_string();
+
+                            let ai_response = if let Some(resp) = ai_response
+                                .strip_prefix(" ")
+                                .unwrap_or(&ai_response)
+                                .strip_prefix("```csv\n")
+                            {
+                                resp.to_string()
+                            } else {
+                                ai_response
+                            };
+                            let ai_response = if let Some(resp) = ai_response
+                                .strip_suffix(" ")
+                                .unwrap_or(&ai_response)
+                                .strip_suffix("```")
+                            {
+                                resp.to_string()
+                            } else {
+                                ai_response
+                            };
+
+                            return Ok((ai_response, file_name_csv));
+                        }
+                        Err(error) => {
+                            println!("Error {error}");
+                            return Err(error);
+                        }
+                    };
+                })
+                .filter_map_ok(|(ai_repsonse, file_path_csv)| {
+                    let mut reader = csv::ReaderBuilder::new()
+                        .has_headers(true)
+                        .delimiter(b';')
+                        .from_reader(ai_repsonse.as_bytes());
+
+                    let mut deserialized_iter = reader.deserialize::<CsvHeader>();
+
+                    let mut columns = deserialized_iter
+                        .filter_ok(|value| value.PONTOS.is_some())
+                        .map_ok(|value| {
+                            let col =
+                                Column::new(value.CATEGORIA.into(), [value.PONTOS.unwrap() as u32]);
+                            col
+                        })
+                        .filter_map(|value| {
+                            if value.is_ok() {
+                                return Some(value.unwrap());
+                            }
+                            None
+                        })
+                        .collect_vec();
+
+                    if columns.len() != 9 {
+                        return None;
+                    }
+
+                    // Parse id talk from file_path
+                    // filename example is: CC - Erraoander Quintana - 515578 - 20251020515578.csv
+                    // id talk is the last information, so in the example is: 20251020515578
+                    let regex_filename =
+                        regex::Regex::new(r"(CC - )((\w+\s*)+) - (\d+) - (\d+).csv").unwrap();
+
+                    let filename = file_path_csv
+                        .file_name()
+                        .into_string()
+                        .expect("Failed to convert file name as Rust &str");
+                    let found_regex_groups_in_filename = regex_filename
+                        .captures(filename.as_str())
+                        .expect("Failed to do regex capture");
+
+                    let user_name = found_regex_groups_in_filename
+                        .get(2)
+                        .expect("Failed to get the id from regex maches");
+                    let talk_id = found_regex_groups_in_filename
+                        .get(5)
+                        .expect("Failed to get the id from regex maches");
+
+                    let excelence_percentual = columns
+                        .iter()
+                        .map(|col| col.as_materialized_series().u32().unwrap().sum().unwrap())
+                        .sum::<u32>() as f32
+                        / columns.iter().len() as f32
+                        * 100.0;
+                    columns.push(Column::new(
+                        "PERCENTUAL DE EXELENCIA".into(),
+                        [format!("{excelence_percentual:.2}")],
+                    ));
+
+                    columns.push(Column::new("ID_TALK".into(), [talk_id.clone().as_str()]));
+
+                    let df = polars::frame::DataFrame::new(columns)
+                        .expect("Failed to concatenate into a dataframe");
+
+                    // return a tuple with the dataframe and the user name, so it can be correctly merged after
+                    return Some((user_name.as_str().to_owned(), df));
+                })
+                .filter_map(|res| {
+                    if res.is_ok() {
+                        return Some(res.unwrap());
+                    }
+                    return None;
+                })
+                .into_group_map()
+                .into_iter()
+                .map(|(name, eval_dataframe_vec)| {
+                    let groupped_df = eval_dataframe_vec
+                        .iter()
+                        .cloned()
+                        .reduce(|acc, e| acc.vstack(&e).unwrap())
+                        .expect("Failed to concatenate dataframes");
+                    (name, groupped_df)
+                })
+                .into_group_map();
+
+            dbg!(&groupped_by_user_on_day);
+            return Some(groupped_by_user_on_day);
+        })
+        .filter_map(|res| {
+            if res.is_ok() {
+                return Some(res.unwrap());
+            }
+            return None;
+        })
+        .reduce(|mut acc, mut e| {
+            e.iter_mut().for_each(|(key, val)| {
+                if acc.contains_key(key) {
+                    acc.get_mut(key)
+                        .expect("Failed to obtain key that should already be present")
+                        .append(val);
+                } else {
+                    acc.insert(key.to_owned(), val.to_owned());
+                }
+            });
+            acc
+        })
+        .and_then(|groupped_hashmap_df| {
+            let result = groupped_hashmap_df
+                .iter()
+                .map(|(key, val)| {
+                    let dfs = val
+                        .iter()
+                        .cloned()
+                        .reduce(|acc, e| acc.vstack(&e).unwrap())
+                        .expect("Failed to concatenate dataframes");
+                    (key.clone(), dfs)
+                })
+                .collect_vec();
+            return Some(result);
+        });
+
+    // Setup groupped folder
+    if !std::fs::exists(format!("./groupped/")).unwrap() {
+        std::fs::create_dir(format!("./groupped")).expect("Failed to create directory")
+    }
+
+    // Setup previous week folder
+    if !std::fs::exists(format!("./groupped/{first_day_of_last_month}")).unwrap() {
+        std::fs::create_dir(format!("./groupped/{first_day_of_last_month}"))
+            .expect("Failed to create directory")
+    }
+
+    match groupped_values {
+        Some(mut val) => {
+            val.iter_mut().for_each(|(agent, groupped_evaluations)| {
+                let mut save_file_csv = std::fs::File::create(format!(
+                    "./groupped/{first_day_of_last_month}/{agent}.csv"
+                ))
+                .expect("Could not create csv file for saving");
+                CsvWriter::new(&mut save_file_csv)
+                    .include_header(true)
+                    .with_separator(b';')
+                    .finish(groupped_evaluations)
+                    .expect("Failed to save Groupped DataFrame to CSV File");
+            });
+        }
+        None => {}
+    }
+
+// --- ADICAO DO PROCESSAMENTO MENSAL DO response_time.csv ---
+	let response_times_data = previous_month_folder_names
+	    .iter()
+	    .map(|folder_name| {
+	        let folder_base_path = std::path::Path::new("./evaluations");
+	        let folder_date_path = folder_base_path.join(folder_name);
+	        std::fs::read_dir(folder_date_path)
+	    })
+	    .filter_map_ok(|files_inside_folder_on_date| {
+	        let response_time_files = files_inside_folder_on_date
+	            .filter_ok(|entry| {
+	                let entry_file_name_as_str = entry
+	                    .file_name()
+	                    .into_string()
+	                    .expect("Failed to get filename as a String");
+	
+	                entry_file_name_as_str.ends_with("response_time.csv")
+	            })
+	            .filter_map(|value| {
+	                if value.is_ok() {
+	                    return Some(value.unwrap());
+	                }
+	                None
+	            })
+	            .map(|file_path| {
+	                println!("Processing response time file: {:?}", file_path.path());
+	                
+	                let mut rdr = csv::ReaderBuilder::new()
+	                    .delimiter(b';')
+	                    .has_headers(true)
+	                    .from_reader(std::fs::File::open(file_path.path()).unwrap());
+	
+	                let records: Vec<ResponseTimeRecord> = rdr
+	                    .deserialize()
+	                    .filter_map(Result::ok)
+	                    .collect();
+	
+	                records
+	            })
+	            .flat_map(|records| records)
+	            .collect_vec();
+	
+	        Some(response_time_files)
+	    })
+	    .filter_map(|res| {
+	        if res.is_ok() {
+	            return Some(res.unwrap());
+	        }
+	        return None;
+	    })
+	    .flat_map(|records| records)
+	    .collect_vec();
+	
+	// Salvar response times consolidados do mês
+	if !response_times_data.is_empty() {
+	    let response_time_file_path = format!(
+	        "./groupped/{first_day_of_last_month}/response_times_consolidated_{first_day_of_last_month}.csv"
+	    );
+	    
+	    let mut wtr = csv::WriterBuilder::new()
+	        .delimiter(b';')
+	        .from_path(&response_time_file_path)
+	        .expect("Failed to create response times CSV");
+	
+	    // Escrever cabeçalho
+	    wtr.write_record(&["NOME", "ID_TALK", "TEMPO DE RESPOSTA", "TRANFERENCIA PELO BOT", "PRIMEIRA RESPOSTA DO AGENTE"])
+	        .expect("Failed to write header");
+	
+	    for record in &response_times_data {
+	        wtr.write_record(&[
+	            &record.NOME,
+	            &record.ID_TALK,
+	            &record.TEMPO_DE_RESPOSTA.to_string(),
+	            &record.TRANFERENCIA_PELO_BOT,
+	            &record.PRIMEIRA_RESPOSTA_DO_AGENTE,
+	        ]).expect("Failed to write record");
+	    }
+	
+	    wtr.flush().expect("Failed to flush writer");
+	    
+	    // Calcular estatísticas mensais
+	    let total_records = response_times_data.len();
+	    let avg_response_time = response_times_data.iter()
+	        .map(|r| r.TEMPO_DE_RESPOSTA)
+	        .sum::<u32>() as f32 / total_records as f32;
+	    
+	    let min_response_time = response_times_data.iter()
+	        .map(|r| r.TEMPO_DE_RESPOSTA)
+	        .min()
+	        .unwrap_or(0);
+	    
+	    let max_response_time = response_times_data.iter()
+	        .map(|r| r.TEMPO_DE_RESPOSTA)
+	        .max()
+	        .unwrap_or(0);
+	
+	    println!("Response times consolidated successfully for month {}!", first_day_of_last_month);
+	    println!("Total records: {}", total_records);
+	    println!("Average response time: {:.2} seconds", avg_response_time);
+	    println!("Min response time: {} seconds", min_response_time);
+	    println!("Max response time: {} seconds", max_response_time);
+	} else {
+	    println!("No response time data found for the month {}.", first_day_of_last_month);
+	}
+// --- FIM DA ADIÇÃO ---
+
+    zip_directory_util::zip_directory_util::zip_source_dir_to_dst_file(
+        std::path::Path::new(&format!("./groupped/{first_day_of_last_month}")),
+        std::path::Path::new(&format!("./groupped/{first_day_of_last_month}.zip")),
+    );
+
+    let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>, nicolas.borges@nova.net.br>";
+    println!("Trying to send mail... {recipients}");
+    send_mail_util::send_mail_util::send_email(
+        &format!("Relatório agrupado dos atendimentos da fila do Financenrio NVL2 do  mês {first_day_of_last_month}"),
+        &BOT_EMAIL,
+        &BOT_EMAIL_PASSWORD,
+        recipients,
+        &format!("./groupped/{first_day_of_last_month}.zip"),
+    );
+}
diff --git a/src/groupped_repport_weekly.rs b/src/groupped_repport_weekly.rs
new file mode 100644
index 0000000..f26b01b
--- /dev/null
+++ b/src/groupped_repport_weekly.rs
@@ -0,0 +1,493 @@
+use std::fmt::Debug;
+
+use itertools::Itertools;
+use polars::prelude::*;
+use reqwest;
+use std::env;
+use std::time::Duration;
+
+use csv;
+
+pub mod send_mail_util;
+pub mod zip_directory_util;
+
+#[derive(Debug, serde::Deserialize)]
+struct CsvHeader {
+    CATEGORIA: String,
+    PONTOS: Option<u8>,
+}
+
+#[derive(Debug, serde::Deserialize)]
+struct CsvEvaluation {
+    APRESENTAÇÃO: u8,
+    CONFIRMAÇÃO_DE_EMAIL: u8,
+    CONFIRMAÇÃO_DE_TELEFONE: u8,
+    PROTOCOLO: u8,
+    USO_DO_PORTUGUÊS: u8,
+    PACIÊNCIA_E_EDUCAÇÃO: u8,
+    DISPONIBILIDADE: u8,
+    CONHECIMENTO_TÉCNICO: u8,
+    DIDATISMO: u8,
+    ID_TALK: String,
+}
+
+//inclusão de estrutura para agrupar o response_time.cvs
+#[derive(Debug, serde::Deserialize)]
+struct ResponseTimeRecord {
+    NOME: String,
+    ID_TALK: String,
+    #[serde(rename = "TEMPO DE RESPOSTA")]
+    TEMPO_DE_RESPOSTA: u32,
+    #[serde(rename = "TRANFERENCIA PELO BOT")]
+    TRANFERENCIA_PELO_BOT: String,
+    #[serde(rename = "PRIMEIRA RESPOSTA DO AGENTE")]
+    PRIMEIRA_RESPOSTA_DO_AGENTE: String,
+}
+//fim da inclusão
+
+fn main() {
+    match dotenv::dotenv().ok() {
+        Some(_) => println!("Environment variables loaded from .env file"),
+        None => eprintln!("Failed to load .env file, using defaults"),
+    }
+
+    // Read environment variables
+    let OLLAMA_URL = env::var("OLLAMA_URL").unwrap_or("localhost".to_string());
+    let OLLAMA_PORT = env::var("OLLAMA_PORT")
+        .unwrap_or("11432".to_string())
+        .parse::<u16>()
+        .unwrap_or(11432);
+    let OLLAMA_AI_MODEL_DATA_SANITIZATION = env::var("OLLAMA_AI_MODEL_DATA_SANITIZATION")
+        .expect("Missing environment variable OLLAMA_AI_MODEL_DATA_SANITIZATION");
+    let BOT_EMAIL = env::var("BOT_EMAIL").expect("BOT_EMAIL has not been set!");
+    let BOT_EMAIL_PASSWORD =
+        env::var("BOT_EMAIL_PASSWORD").expect("BOT_EMAIL_PASSWORD has not been set!");
+
+    let ip_address = ipaddress::IPAddress::parse(OLLAMA_URL.to_string());
+    let OLLAMA_SANITIZED_IP = match ip_address {
+        Ok(ip) => {
+            if ip.is_ipv4() {
+                OLLAMA_URL.clone()
+            } else {
+                format!("[{}]", OLLAMA_URL.clone())
+            }
+        }
+        Err(e) => OLLAMA_URL.clone(),
+    };
+
+    // Get the current day in the format YYYY-MM-DD
+    let current_date = chrono::Local::now();
+    let formatted_date = current_date.format("%Y-%m-%d").to_string();
+
+    let current_date = chrono::Local::now();
+    let first_day_of_current_week = current_date
+        .date_naive()
+        .week(chrono::Weekday::Sun)
+        .first_day();
+    let current_date_minus_one_week = first_day_of_current_week
+        .checked_sub_days(chrono::Days::new(1))
+        .expect("Failed to subtract one day");
+    let first_day_of_last_week = current_date_minus_one_week
+        .week(chrono::Weekday::Sun)
+        .first_day();
+    let last_day_of_last_week = current_date_minus_one_week
+        .week(chrono::Weekday::Sun)
+        .last_day();
+
+    let previous_week_folder_names = std::fs::read_dir(std::path::Path::new("./evaluations"))
+        .expect("Failed to read directory ./evaluations")
+        .filter_map_ok(|entry| {
+            if entry.metadata().unwrap().is_dir() {
+                Some(entry.file_name())
+            } else {
+                None
+            }
+        })
+        .filter_map_ok(|entry_string_name| {
+            let regex_match_date =
+                regex::Regex::new(r"(\d{4}-\d{2}-\d{2})").expect("Failed to build regex");
+
+            let filename = entry_string_name.to_str().unwrap();
+            let matches_find = regex_match_date.find(filename);
+
+            match matches_find {
+                Some(found) => {
+                    let date = chrono::NaiveDate::parse_from_str(found.as_str(), "%Y-%m-%d");
+                    return Some((date.unwrap().week(chrono::Weekday::Sun), entry_string_name));
+                }
+                None => {
+                    return None;
+                }
+            };
+        })
+        .filter_map_ok(|(week, directory_string)| {
+            let first_day_of_week_in_folder_name = week.first_day();
+
+            if first_day_of_last_week == first_day_of_week_in_folder_name {
+                return Some(directory_string);
+            }
+            return None;
+        })
+        .filter_map(|value| {
+            if value.is_ok() {
+                return Some(value.unwrap());
+            } else {
+                return None;
+            }
+        })
+        .sorted()
+        .collect_vec();
+
+    println!("{:?}", previous_week_folder_names);
+
+    let prompt_data_sanitization = std::fs::read_to_string("./PROMPT_DATA_SANITIZATION.txt")
+        .expect("Failed to read PROMPT_DATA_SANITIZATION.txt");
+    let client = reqwest::blocking::Client::new();
+
+    let groupped_values = previous_week_folder_names
+        .iter()
+        .map(|folder_name| {
+            let folder_base_path = std::path::Path::new("./evaluations");
+            let folder_date_path = folder_base_path.join(folder_name);
+            std::fs::read_dir(folder_date_path)
+        })
+        .filter_map_ok(|files_inside_folder_on_date| {
+            let groupped_by_user_on_day = files_inside_folder_on_date
+                .filter_ok(|entry| {
+                    let entry_file_name_as_str = entry
+                        .file_name()
+                        .into_string()
+                        .expect("Failed to get filename as a String");
+
+                    entry_file_name_as_str.ends_with(".csv")
+                        && !entry_file_name_as_str.contains("response_time.csv")
+                })
+                .filter_map(|value| {
+                    if value.is_ok() {
+                        return Some(value.unwrap());
+                    }
+                    None
+                })
+                .map(|file_name_csv| {
+                    println!("{:?}", file_name_csv.path());
+                    let file_contents = std::fs::read_to_string(file_name_csv.path())
+                        .expect("Failed to read CSV file");
+
+                    let ollama_api_request = client
+                        .post(format!(
+                            "http://{OLLAMA_SANITIZED_IP}:{OLLAMA_PORT}/api/generate"
+                        ))
+                        .body(
+                            serde_json::json!({
+                                "model": OLLAMA_AI_MODEL_DATA_SANITIZATION,
+                                "prompt": format!("{prompt_data_sanitization} \n{file_contents}"),
+                                "temperature": 0.0, // Get predictable and reproducible output
+                                "stream": false,
+                            })
+                            .to_string(),
+                        );
+
+                    let result = ollama_api_request.timeout(Duration::from_secs(3600)).send();
+
+                    match result {
+                        Ok(response) => {
+                            println!("Response: {:?}", response);
+                            let response_json = response
+                                .json::<serde_json::Value>()
+                                .expect("Failed to deserialize response to JSON");
+                            let ai_response = response_json["response"]
+                                .as_str()
+                                .expect("Failed to get AI response as string");
+
+                            let ai_response = ai_response.to_string();
+
+                            let ai_response = if let Some(resp) = ai_response
+                                .strip_prefix(" ")
+                                .unwrap_or(&ai_response)
+                                .strip_prefix("```csv\n")
+                            {
+                                resp.to_string()
+                            } else {
+                                ai_response
+                            };
+                            let ai_response = if let Some(resp) = ai_response
+                                .strip_suffix(" ")
+                                .unwrap_or(&ai_response)
+                                .strip_suffix("```")
+                            {
+                                resp.to_string()
+                            } else {
+                                ai_response
+                            };
+
+                            return Ok((ai_response, file_name_csv));
+                        }
+                        Err(error) => {
+                            println!("Error {error}");
+                            return Err(error);
+                        }
+                    };
+                })
+                .filter_map_ok(|(ai_repsonse, file_path_csv)| {
+                    let mut reader = csv::ReaderBuilder::new()
+                        .has_headers(true)
+                        .delimiter(b';')
+                        .from_reader(ai_repsonse.as_bytes());
+
+                    let mut deserialized_iter = reader.deserialize::<CsvHeader>();
+
+                    let mut columns = deserialized_iter
+                        .filter_ok(|value| value.PONTOS.is_some())
+                        .map_ok(|value| {
+                            let col =
+                                Column::new(value.CATEGORIA.into(), [value.PONTOS.unwrap() as u32]);
+                            col
+                        })
+                        .filter_map(|value| {
+                            if value.is_ok() {
+                                return Some(value.unwrap());
+                            }
+                            None
+                        })
+                        .collect_vec();
+
+                    if columns.len() != 9 {
+                        return None;
+                    }
+
+                    // Parse id talk from file_path
+                    // filename example is: CC - Erraoander Quintana - 515578 - 20251020515578.csv
+                    // id talk is the last information, so in the example is: 20251020515578
+                    let regex_filename =
+                        regex::Regex::new(r"(CC - )((\w+\s*)+) - (\d+) - (\d+).csv").unwrap();
+
+                    let filename = file_path_csv
+                        .file_name()
+                        .into_string()
+                        .expect("Failed to convert file name as Rust &str");
+                    let found_regex_groups_in_filename = regex_filename
+                        .captures(filename.as_str())
+                        .expect("Failed to do regex capture");
+
+                    let user_name = found_regex_groups_in_filename
+                        .get(2)
+                        .expect("Failed to get the id from regex maches");
+                    let talk_id = found_regex_groups_in_filename
+                        .get(5)
+                        .expect("Failed to get the id from regex maches");
+
+                    let excelence_percentual = columns
+                        .iter()
+                        .map(|col| col.as_materialized_series().u32().unwrap().sum().unwrap())
+                        .sum::<u32>() as f32
+                        / columns.iter().len() as f32
+                        * 100.0;
+                    columns.push(Column::new(
+                        "PERCENTUAL DE EXELENCIA".into(),
+                        [format!("{excelence_percentual:.2}")],
+                    ));
+
+                    columns.push(Column::new("ID_TALK".into(), [talk_id.clone().as_str()]));
+
+                    let df = polars::frame::DataFrame::new(columns)
+                        .expect("Failed to concatenate into a dataframe");
+
+                    // return a tuple with the dataframe and the user name, so it can be correctly merged after
+                    return Some((user_name.as_str().to_owned(), df));
+                })
+                .filter_map(|res| {
+                    if res.is_ok() {
+                        return Some(res.unwrap());
+                    }
+                    return None;
+                })
+                .into_group_map()
+                .into_iter()
+                .map(|(name, eval_dataframe_vec)| {
+                    let groupped_df = eval_dataframe_vec
+                        .iter()
+                        .cloned()
+                        .reduce(|acc, e| acc.vstack(&e).unwrap())
+                        .expect("Failed to concatenate dataframes");
+                    (name, groupped_df)
+                })
+                .into_group_map();
+
+            dbg!(&groupped_by_user_on_day);
+            return Some(groupped_by_user_on_day);
+        })
+        .filter_map(|res| {
+            if res.is_ok() {
+                return Some(res.unwrap());
+            }
+            return None;
+        })
+        .reduce(|mut acc, mut e| {
+            e.iter_mut().for_each(|(key, val)| {
+                if acc.contains_key(key) {
+                    acc.get_mut(key)
+                        .expect("Failed to obtain key that should already be present")
+                        .append(val);
+                } else {
+                    acc.insert(key.to_owned(), val.to_owned());
+                }
+            });
+            acc
+        })
+        .and_then(|groupped_hashmap_df| {
+            let result = groupped_hashmap_df
+                .iter()
+                .map(|(key, val)| {
+                    let dfs = val
+                        .iter()
+                        .cloned()
+                        .reduce(|acc, e| acc.vstack(&e).unwrap())
+                        .expect("Failed to concatenate dataframes");
+                    (key.clone(), dfs)
+                })
+                .collect_vec();
+            return Some(result);
+        });
+
+    // Setup groupped folder
+    if !std::fs::exists(format!("./groupped/")).unwrap() {
+        std::fs::create_dir(format!("./groupped")).expect("Failed to create directory")
+    }
+
+    // Setup previous week folder
+    if !std::fs::exists(format!(
+        "./groupped/{first_day_of_last_week} - {last_day_of_last_week}"
+    ))
+    .unwrap()
+    {
+        std::fs::create_dir(format!(
+            "./groupped/{first_day_of_last_week} - {last_day_of_last_week}"
+        ))
+        .expect("Failed to create directory")
+    }
+
+    match groupped_values {
+        Some(mut val) => {
+            val.iter_mut().for_each(|(agent, groupped_evaluations)| {
+                let mut save_file_csv = std::fs::File::create(format!(
+                    "./groupped/{first_day_of_last_week} - {last_day_of_last_week}/{agent}.csv"
+                ))
+                .expect("Could not create csv file for saving");
+                CsvWriter::new(&mut save_file_csv)
+                    .include_header(true)
+                    .with_separator(b';')
+                    .finish(groupped_evaluations)
+                    .expect("Failed to save Groupped DataFrame to CSV File");
+            });
+        }
+        None => {}
+    }
+
+//inclusão nova para agrupar o response_time.csv
+	// Processar response_time.csv separadamente
+	let response_times_data = previous_week_folder_names
+	    .iter()
+	    .map(|folder_name| {
+	        let folder_base_path = std::path::Path::new("./evaluations");
+	        let folder_date_path = folder_base_path.join(folder_name);
+	        std::fs::read_dir(folder_date_path)
+	    })
+	    .filter_map_ok(|files_inside_folder_on_date| {
+	        let response_time_files = files_inside_folder_on_date
+	            .filter_ok(|entry| {
+	                let entry_file_name_as_str = entry
+	                    .file_name()
+	                    .into_string()
+	                    .expect("Failed to get filename as a String");
+
+	                entry_file_name_as_str.ends_with("response_time.csv")
+	            })
+	            .filter_map(|value| {
+	                if value.is_ok() {
+	                    return Some(value.unwrap());
+	                }
+	                None
+	            })
+	            .map(|file_path| {
+	                println!("Processing response time file: {:?}", file_path.path());
+                
+	                let mut rdr = csv::ReaderBuilder::new()
+	                    .delimiter(b';')
+	                    .has_headers(true)
+	                    .from_reader(std::fs::File::open(file_path.path()).unwrap());
+
+	                let records: Vec<ResponseTimeRecord> = rdr
+	                    .deserialize()
+	                    .filter_map(Result::ok)
+	                    .collect();
+
+	                records
+	            })
+	            .flat_map(|records| records)
+	            .collect_vec();
+
+	        Some(response_time_files)
+	    })
+	    .filter_map(|res| {
+	        if res.is_ok() {
+	            return Some(res.unwrap());
+	        }
+	        return None;
+	    })
+	    .flat_map(|records| records)
+	    .collect_vec();
+	// Salvar response times consolidados
+	if !response_times_data.is_empty() {
+	    let response_time_file_path = format!(
+	        "./groupped/{first_day_of_last_week} - {last_day_of_last_week}/response_times_consolidated.csv"
+	    );
+    
+	    let mut wtr = csv::WriterBuilder::new()
+	        .delimiter(b';')
+	        .from_path(response_time_file_path)
+	        .expect("Failed to create response times CSV");
+
+	    // Escrever cabeçalho
+	    wtr.write_record(&["NOME", "ID_TALK", "TEMPO DE RESPOSTA", "TRANFERENCIA PELO BOT", "PRIMEIRA RESPOSTA DO AGENTE"])
+	        .expect("Failed to write header");
+
+	    for record in response_times_data {
+	        wtr.write_record(&[
+	            &record.NOME,
+	            &record.ID_TALK,
+	            &record.TEMPO_DE_RESPOSTA.to_string(),
+	            &record.TRANFERENCIA_PELO_BOT,
+	            &record.PRIMEIRA_RESPOSTA_DO_AGENTE,
+	        ]).expect("Failed to write record");
+	    }
+
+	    wtr.flush().expect("Failed to flush writer");
+	    println!("Response times consolidated successfully!");
+	} else {
+	    println!("No response time data found for the period.");
+	}
+// --- FIM DA ADIÇÃO ---
+
+//fim da inclusão 
+
+    zip_directory_util::zip_directory_util::zip_source_dir_to_dst_file(
+        std::path::Path::new(&format!(
+            "./groupped/{first_day_of_last_week} - {last_day_of_last_week}"
+        )),
+        std::path::Path::new(&format!(
+            "./groupped/{first_day_of_last_week} - {last_day_of_last_week}.zip"
+        )),
+    );
+
+    let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>, nicolas.borges@nova.net.br>";
+    println!("Trying to send mail... {recipients}");
+    send_mail_util::send_mail_util::send_email(
+        &format!(
+            "Relatório agrupado dos atendimentos da fila do Financeiro NVL2 da semana {first_day_of_last_week} - {last_day_of_last_week}"
+        ),
+        &BOT_EMAIL,
+        &BOT_EMAIL_PASSWORD,
+        recipients,
+        &format!("./groupped/{first_day_of_last_week} - {last_day_of_last_week}.zip"),
+    );
+}
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 0000000..5c32e88
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,680 @@
+use std::{any::Any, env, fmt::format, iter, time::Duration};
+
+use chrono::{self, Timelike};
+use dotenv;
+use ipaddress;
+use itertools::{self, Itertools};
+use lettre::{self, message};
+use reqwest;
+use serde_json::{self, json};
+
+use std::io::prelude::*;
+
+pub mod send_mail_util;
+pub mod zip_directory_util;
+
+fn main() -> anyhow::Result<()> {
+    match dotenv::dotenv().ok() {
+        Some(_) => println!("Environment variables loaded from .env file"),
+        None => eprintln!("Failed to load .env file, using defaults"),
+    }
+
+    // Read environment variables
+    let OLLAMA_URL = env::var("OLLAMA_URL").unwrap_or("localhost".to_string());
+    let OLLAMA_PORT = env::var("OLLAMA_PORT")
+        .unwrap_or("11432".to_string())
+        .parse::<u16>()
+        .unwrap_or(11432);
+    let PIPERUN_API_URL = env::var("PIPERUN_API_URL").expect("PIPERUN_API_URL has not been set!");
+    let PIPERUN_CLIENT_ID = env::var("PIPERUN_CLIENT_ID")
+        .expect("PIPERUN_CLIENT_ID has not been set!")
+        .parse::<i32>()
+        .unwrap_or(0);
+    let PIPERUN_CLIENT_SECRET =
+        env::var("PIPERUN_CLIENT_SECRET").expect("PIPERUN_CLIENT_SECRET has not been set!");
+    let PIPERUN_BOT_USERNAME =
+        env::var("PIPERUN_BOT_USERNAME").expect("PIPERUN_BOT_USERNAME has not been set!");
+    let PIPERUN_BOT_PASSWORD =
+        env::var("PIPERUN_BOT_PASSWORD").expect("PIPERUN_BOT_PASSWORD has not been set!");
+    let OLLAMA_AI_MODEL = env::var("OLLAMA_AI_MODEL").expect("OLLAMA_AI_MODEL has not been set!");
+    let MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE = env::var("MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE")
+        .expect("MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE has not been set!")
+        .parse::<usize>()
+        .unwrap_or(10);
+    let MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE =
+        env::var("MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE")
+            .expect("MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE has not been set!")
+            .parse::<usize>()
+            .unwrap_or(12);
+    let BOT_EMAIL = env::var("BOT_EMAIL").expect("BOT_EMAIL has not been set!");
+    let BOT_EMAIL_PASSWORD =
+        env::var("BOT_EMAIL_PASSWORD").expect("BOT_EMAIL_PASSWORD has not been set!");
+
+    // Print the configuration
+    println!("OLLAMA_URL: {}", OLLAMA_URL);
+    println!("OLLAMA_PORT: {}", OLLAMA_PORT);
+    println!("OLLAMA_AI_MODEL: {}", OLLAMA_AI_MODEL);
+    println!("PIPERUN_API_URL: {}", PIPERUN_API_URL);
+    println!("PIPERUN_CLIENT_ID: {}", PIPERUN_CLIENT_ID);
+    println!("PIPERUN_CLIENT_SECRET: {}", PIPERUN_CLIENT_SECRET);
+    println!("PIPERUN_BOT_USERNAME: {}", PIPERUN_BOT_USERNAME);
+    println!("PIPERUN_BOT_PASSWORD: {}", PIPERUN_BOT_PASSWORD);
+
+    let ip_address = ipaddress::IPAddress::parse(OLLAMA_URL.to_string());
+    let OLLAMA_SANITIZED_IP = match ip_address {
+        Ok(ip) => {
+            if ip.is_ipv4() {
+                OLLAMA_URL.clone()
+            } else {
+                format!("[{}]", OLLAMA_URL.clone())
+            }
+        }
+        Err(e) => OLLAMA_URL.clone(),
+    };
+
+    // Send the authentication request
+    let client = reqwest::blocking::Client::new();
+
+    let auth_request = client
+        .post(format!("https://{}/oauth/token", PIPERUN_API_URL))
+        .header("Content-Type", "application/json")
+        .header("Accept", "application/json")
+        .body(
+            serde_json::json!({
+                "grant_type": "password",
+                "client_id": PIPERUN_CLIENT_ID,
+                "client_secret": PIPERUN_CLIENT_SECRET,
+                "username": PIPERUN_BOT_USERNAME,
+                "password": PIPERUN_BOT_PASSWORD,
+            })
+            .to_string(),
+        );
+
+    println!("Sending authentication request to Piperun API...");
+    println!("{:?}", auth_request);
+
+    let response = auth_request.send();
+    let access_token = match response {
+        Ok(resp) => {
+            if resp.status().is_success() {
+                let json: serde_json::Value = resp.json()?;
+                // println!("Authentication successful: {:?}", json);
+
+                // Extract the access token
+                if let Some(access_token) = json.get("access_token") {
+                    println!("Access Token: {}", access_token);
+                    access_token
+                        .as_str()
+                        .expect("Failed to get token")
+                        .to_string()
+                } else {
+                    eprintln!("Access token not found in response");
+                    panic!("Failed to retrieve access token from Piperun API");
+                }
+            } else {
+                eprintln!("Authentication failed: {}", resp.status());
+                let json: serde_json::Value = resp.json()?;
+                eprintln!("Response body: {:?}", json);
+
+                panic!("Failed to authenticate with Piperun API");
+            }
+        }
+        Err(e) => {
+            eprintln!("Error sending authentication request: {}", e);
+            panic!("Failed to send authentication request to Piperun API");
+        }
+    };
+
+    // Get the current day in the format YYYY-MM-DD
+    let current_date = chrono::Local::now();
+    let formatted_date = current_date.format("%Y-%m-%d").to_string();
+
+    println!("Current date: {}", formatted_date);
+
+    // Get the day before the current date
+    let day_before = current_date
+        .checked_sub_signed(chrono::Duration::days(1))
+        .expect("Failed to get the day before");
+    let formatted_day_before = day_before.format("%Y-%m-%d").to_string();
+
+    println!("Day before: {}", formatted_day_before);
+
+    let day_before_at_midnight = day_before
+        .with_hour(0)
+        .unwrap()
+        .with_minute(0)
+        .unwrap()
+        .with_second(0)
+        .unwrap();
+    let formatted_day_before_at_midnight =
+        day_before_at_midnight.format("%Y-%m-%d %H:%M").to_string();
+
+    let day_before_at_23_59_59 = day_before
+        .with_hour(23)
+        .unwrap()
+        .with_minute(59)
+        .unwrap()
+        .with_second(59)
+        .unwrap();
+    let formatted_day_before_at_23_59_59 =
+        day_before_at_23_59_59.format("%Y-%m-%d %H:%M").to_string();
+
+    println!(
+        "Day before at midnight: {}, Day before at 23:59:59: {}",
+        formatted_day_before_at_midnight, formatted_day_before_at_23_59_59
+    );
+
+    let formatted_day_before = day_before_at_midnight.format("%Y-%m-%d").to_string();
+
+    // Create a folder named with the day_before
+    if !std::fs::exists(format!("./evaluations/{formatted_day_before}")).unwrap() {
+        std::fs::create_dir(format!("./evaluations/{formatted_day_before}"))
+            .expect("Failed to create directory")
+    }
+
+    // Create the response time folder
+    if !std::fs::exists(format!(
+        "./evaluations/{formatted_day_before}/response_time.csv"
+    ))
+    .unwrap()
+    {
+        let mut response_time_file = std::fs::File::create_new(format!(
+            "./evaluations/{formatted_day_before}/response_time.csv"
+        ))
+        .expect("Failed to response_time.csv");
+    }
+
+    // Read system prompt
+    let prompt = std::fs::read_to_string("PROMPT.txt").unwrap();
+    let filter_file_contents = std::fs::read_to_string("FILTER.txt").unwrap_or(String::new());
+    let filter_keywords = filter_file_contents
+        .split("\n")
+        .filter(|keyword| !keyword.is_empty())
+        .collect::<Vec<&str>>();
+
+    let talks_array = get_piperun_chats_on_date(
+        &PIPERUN_API_URL,
+        &client,
+        &access_token,
+        formatted_day_before_at_midnight,
+        formatted_day_before_at_23_59_59,
+    );
+
+    println!("Number of consolidated talks: {}", talks_array.len());
+
+    let talk_ids = talks_array
+        .iter()
+        .cloned()
+        .map(|value| {
+            serde_json::from_value::<serde_json::Value>(value).expect("Failed to parse the JSON")
+                ["id"]
+                .clone()
+                .to_string()
+        })
+        .collect::<Vec<String>>();
+
+    println!("IDS {:?}", talk_ids);
+
+    // Gather messages and apply filtering
+    let filtered_chats = talk_ids
+        .iter()
+        .cloned()
+        .map(|talk_id| {
+            let talk_id_get_request = client
+                .get(format!("https://{}/api/talk_histories", PIPERUN_API_URL))
+                .bearer_auth(&access_token)
+                .header("Content-Type", "application/json")
+                .header("Accept", "application/json")
+                .query(&[
+                    ("talk_id", talk_id),
+                    ("type", "a".to_string()),
+                    ("only_view", "1".to_string()),
+                ]);
+
+            let talk_id_get_result = talk_id_get_request.send();
+
+            return talk_id_get_result;
+        })
+        .filter_map_ok(|result| {
+            let json = result
+                .json::<serde_json::Value>()
+                .expect("Failed to deserialize response to JSON")
+                .to_owned();
+            let talk_histories = &json["talk_histories"];
+            let data = &talk_histories["data"];
+
+            // Filter chats that have very few messages
+            let talk_lenght = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .len();
+            if talk_lenght < MINIMUM_NUMBER_OF_MESSAGES_TO_EVALUATE {
+                return None;
+            }
+
+            // Filter chats that have less that specified ammount of talks with support agent form the last queue transfer
+            let found = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .enumerate()
+                .find(|(pos, message_object)| {
+                    let message = message_object["message"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    let found = message.find(
+                        "Atendimento transferido para a fila [NovaNet -> Atendimento -> Financeiro NVL2]",
+                    );
+                    found.is_some()
+                });
+
+            match found {
+                None => {
+                    return None;
+                }
+                Some(pos) => {
+                    let pos_found = pos.0;
+                    if pos_found < MINIMUM_NUMBER_OF_MESSAGES_WITH_AGENT_TO_EVALUATE {
+                        return None;
+                    }
+                }
+            };
+
+            // Filter Bot finished  chats
+            if json["agent"]["user"]["name"]
+                .as_str()
+                .unwrap_or("unknown_user")
+                == "PipeBot"
+	            {
+                	return None;
+        	    }
+
+	    // Filtra os chats que nao foram encerrados
+	    if json["finished_at"].to_string()
+		== "null"
+		{
+			return None;
+		}
+
+            // Apply keyword based filtering
+            let filter_keywords_found = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .any(|message_object| {
+                    let message = message_object["message"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    let found1 = filter_keywords.iter().any(|keyword| {
+                        message
+                            .to_uppercase()
+                            .find(&keyword.to_uppercase())
+                            .is_some()
+                    });
+		    let found2 = message_object["is_template"]
+				.as_bool()
+				.unwrap_or(true);
+                    let found = found1 || found2;
+	  	    found
+                });
+
+            if filter_keywords_found {
+                return None;
+            }
+
+            return Some(json);
+        });
+
+    // Calculate the response time in seconds
+    let response_time = filtered_chats
+        .clone()
+        .map(|messages| {
+            let json = messages.unwrap();
+            let talk_histories = &json["talk_histories"];
+
+            // dbg!(&talk_histories);
+
+            // talk_histories.as_array().unwrap().into_iter().enumerate().for_each(|(pos, message_obj)|{println!("{}: {}", pos, message_obj["message"])});
+
+            // find the bot transfer message
+            let bot_transfer_message = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .enumerate()
+                .filter(|(pos, message_object)| {
+                   let user_name = message_object["user"]["name"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    user_name == "PipeBot".to_string()
+                })
+                .find(|(pos, message_object)| {
+                    let message = message_object["message"]
+                        .as_str()
+                        .expect("Failed to decode message as string");
+                    //let found = message.find("Atendimento transferido para a fila [NovaNet -> Atendimento -> Financeiro NVL2]");
+                    let found = message.find("Atendimento entregue da fila de espera para o agente [FIN - ");
+                    found.is_some()
+                });
+
+            // Find first agent message sent after the last bot message
+            let (pos, transfer_message) =
+                bot_transfer_message.expect("Failed to get the transfer bot message position");
+
+            let msg = talk_histories
+                .as_array()
+                .expect("Wrong message type received from talk histories")
+                .into_iter()
+                .take(pos)
+                .rev()
+                .filter(|message| {
+                    message["type"] == "out".to_string()
+                       // && message["user"]["name"] != "PipeBot".to_string()
+			&& message["user"]["name"].as_str().map_or(false, |name| name.starts_with("FIN -"))
+                })
+                .take(1)
+                .collect_vec();
+
+	    //if msg[0] {
+              //  return None;
+            //}
+            let agent_first_message = msg[0];
+
+            // Calculate time difference between bot message and agent message
+            let date_user_message_sent = agent_first_message["sent_at"].as_str().unwrap();
+
+            let format = "%Y-%m-%d %H:%M:%S";
+
+            let date_user_message_sent_parsed =
+                match chrono::NaiveDateTime::parse_from_str(date_user_message_sent, format) {
+                    Ok(dt) => dt,
+                    Err(e) => {
+                        println!("Error parsing DateTime: {}", e);
+                        panic!("Failed parsing date")
+                    }
+                };
+
+            let date_transfer_message_sent_parsed = match chrono::NaiveDateTime::parse_from_str(
+                transfer_message["sent_at"].as_str().unwrap(),
+                format,
+            ) {
+                Ok(dt) => dt,
+                Err(e) => {
+                    println!("Error parsing DateTime: {}", e);
+                    panic!("Failed parsing date")
+                }
+            };
+
+            let response_time = (date_user_message_sent_parsed - date_transfer_message_sent_parsed)
+                .as_seconds_f32();
+            let name = agent_first_message["user"]["name"]
+                .as_str()
+                .unwrap()
+                .to_owned();
+            let id = json["tracking_number"].as_str().unwrap_or("").to_owned();
+            let bot_transfer_date = date_transfer_message_sent_parsed.to_owned();
+            let user_response_date = date_user_message_sent.to_owned();
+            println!(
+                "response_time: {}s",
+                (date_user_message_sent_parsed - date_transfer_message_sent_parsed)
+                    .as_seconds_f32()
+            );
+
+            format!(
+                "{};{};{};{};{}",
+                name, id, response_time, bot_transfer_date, user_response_date
+            )
+        })
+        .reduce(|acc, e| format!("{}\n{}", acc, e))
+        .unwrap_or("".to_string());
+
+    // return Ok(());
+    // Open file and write to it
+    let header = "NOME;ID_TALK;TEMPO DE RESPOSTA;TRANFERENCIA PELO BOT;PRIMEIRA RESPOSTA DO AGENTE";
+    let mut response_time_file = std::fs::OpenOptions::new()
+        .write(true)
+        .open(format!(
+            "./evaluations/{formatted_day_before}/response_time.csv"
+        ))
+        .expect("Failed to open response time file for write");
+    response_time_file
+        .write_all(format!("{header}\n{response_time}").as_bytes())
+        .expect("Failed to write header to file");
+
+    filtered_chats.clone().skip(0).for_each(|result| {
+        let json = result.unwrap();
+        let talk_histories = &json["talk_histories"];
+        let data = &talk_histories["data"];
+
+        let talk = talk_histories
+            .as_array()
+            .expect("Wrong message type received from talk histories")
+            .iter()
+            .rev()
+            .map(|message_object| {
+                let new_json_filtered = format!(
+                    "{{
+    message: {},
+    sent_at: {},
+    type: {},
+    user_name: {}
+}}",
+                    message_object["message"],
+                    message_object["sent_at"],
+                    message_object["type"],
+                    message_object["user"]["name"]
+                );
+                // println!("{}", new_json_filtered);
+                new_json_filtered
+            })
+            .reduce(|acc, e| format!("{acc}\n{e}"))
+            .expect("Error extracting talk");
+
+        println!("{prompt}\n {talk}");
+
+        let ollama_api_request = client
+            .post(format!(
+                "http://{OLLAMA_SANITIZED_IP}:{OLLAMA_PORT}/api/generate"
+            ))
+            .body(
+                serde_json::json!({
+                    "model": OLLAMA_AI_MODEL,
+                    "prompt": format!("{prompt} \n{talk}"),
+                    // "options": serde_json::json!({"temperature": 0.1}),
+                    "stream": false,
+                })
+                .to_string(),
+            );
+
+        let result = ollama_api_request.timeout(Duration::from_secs(3600)).send();
+
+        match result {
+            Ok(response) => {
+                println!("Response: {:?}", response);
+                let response_json = response
+                    .json::<serde_json::Value>()
+                    .expect("Failed to deserialize response to JSON");
+                println!("{}", response_json);
+                let ai_response = response_json["response"]
+                    .as_str()
+                    .expect("Failed to get AI response as string");
+                println!("AI Response: {}", ai_response);
+
+                let csv_response = ai_response.replace("```csv\n", "").replace("```", "");
+
+                // Save the CSV response to a file
+
+                let user_name = &json["agent"]["user"]["name"]
+                    .as_str()
+                    .unwrap_or("unknown_user");
+                let talk_id = &json["id"].as_u64().unwrap_or(0);
+                let tracking_number = &json["tracking_number"].as_str().unwrap_or("");
+                std::fs::write(
+                    format!(
+                        "./evaluations/{}/{} - {} - {}.csv",
+                        formatted_day_before, user_name, talk_id, tracking_number
+                    ),
+                    csv_response,
+                )
+                .expect("Unable to write file");
+                std::fs::write(
+                    format!(
+                        "./evaluations/{}/{} - {} - {} - prompt.txt",
+                        formatted_day_before, user_name, talk_id, tracking_number
+                    ),
+                    format!("{prompt} \n{talk}"),
+                )
+                .expect("Unable to write file");
+            }
+            Err(error) => {
+                println!("Error {error}");
+            }
+        };
+    });
+
+    // Compress folder into zip
+    let source_dir_str = format!("./evaluations/{formatted_day_before}");
+    let output_zip_file_str = format!("./evaluations/{formatted_day_before}.zip");
+    let source_dir = std::path::Path::new(source_dir_str.as_str());
+    let output_zip_file = std::path::Path::new(output_zip_file_str.as_str());
+    zip_directory_util::zip_directory_util::zip_source_dir_to_dst_file(source_dir, output_zip_file);
+
+    // Send folder to email
+   let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>, nicolas.borges@nova.net.br";
+//    let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>, nicolas.borges@nova.net.br";
+    println!("Trying to send email... Recipients {recipients}");
+
+    send_mail_util::send_mail_util::send_email(
+        &format!("Avaliacao atendimentos da fila Financeiro NVL2 do dia {formatted_day_before}"),
+        &BOT_EMAIL,
+        &BOT_EMAIL_PASSWORD,
+        recipients,
+        &output_zip_file_str,
+    );
+
+    return Ok(());
+}
+
+fn get_piperun_chats_on_date(
+    PIPERUN_API_URL: &String,
+    client: &reqwest::blocking::Client,
+    access_token: &String,
+    formatted_day_before_at_midnight: String,
+    formatted_day_before_at_23_59_59: String,
+) -> Vec<serde_json::Value> {
+    let start_of_talk_code: String = "talk_start".to_string();
+    let support_queue_id: String = "16".to_string();
+
+    // API V2
+    let report_type = "consolidated".to_string();
+    let page = "1".to_string();
+    let per_page = "15".to_string();
+
+    let talks_request = client
+        .get(format!("https://{}/api/v2/reports/talks", PIPERUN_API_URL))
+        .bearer_auth(access_token)
+        .header("Content-Type", "application/json")
+        .header("Accept", "application/json")
+        .query(&[
+            ("page", page.clone()),
+            ("perPage", per_page.clone()),
+            ("report_type", report_type.clone()),
+            ("start_date", formatted_day_before_at_midnight.clone()),
+            ("end_date", formatted_day_before_at_23_59_59.clone()),
+            ("date_range_type", start_of_talk_code.clone()),
+            ("queue_id[]", support_queue_id.clone()),
+        ]);
+
+    println!("Sending request for consolidated talks... {talks_request:?}");
+    let talks_response = talks_request.send();
+
+    let json_response = match talks_response {
+        Ok(resp) => {
+            if resp.status().is_success() {
+                let json: serde_json::Value = resp.json().unwrap();
+                json
+            } else {
+                eprintln!("Failed to get consolidated talks: {}", resp.status());
+                let json: serde_json::Value = resp.json().unwrap();
+                eprintln!("Response body: {:?}", json);
+                panic!("Failed to retrieve consolidated talks from Piperun API");
+            }
+        }
+        Err(e) => {
+            eprintln!("Error: {e}");
+            panic!("Failed to send the request for talks to PipeRUN API");
+        }
+    };
+
+    let mut aggregated_talks = json_response["data"]
+        .as_array()
+        .expect("Failed to parse messages as array")
+        .to_owned();
+
+    let current_page = json_response["current_page"]
+        .as_i64()
+        .expect("Failed to obtain current page number");
+    let last_page = json_response["last_page"]
+        .as_i64()
+        .expect("Failed to obtain current page number");
+
+    if current_page == last_page {
+        return aggregated_talks;
+    }
+
+    let mut all_other_messages = (current_page..last_page)
+        .into_iter()
+        .map(|page| {
+            let page_to_request = page + 1;
+            let talks_request = client
+                .get(format!("https://{}/api/v2/reports/talks", PIPERUN_API_URL))
+                .bearer_auth(access_token)
+                .header("Content-Type", "application/json")
+                .header("Accept", "application/json")
+                .query(&[
+                    ("page", page_to_request.to_string()),
+                    ("perPage", per_page.clone()),
+                    ("report_type", report_type.clone()),
+                    ("start_date", formatted_day_before_at_midnight.clone()),
+                    ("end_date", formatted_day_before_at_23_59_59.clone()),
+                    ("date_range_type", start_of_talk_code.clone()),
+                    ("queue_id[]", support_queue_id.clone()),
+                ]);
+
+            println!("Sending request for consolidated talks... {talks_request:?}");
+            let talks_response = talks_request.send();
+
+            let json_response = match talks_response {
+                Ok(resp) => {
+                    if resp.status().is_success() {
+                        let json: serde_json::Value = resp.json().unwrap();
+                        json
+                    } else {
+                        eprintln!("Failed to get consolidated talks: {}", resp.status());
+                        let json: serde_json::Value = resp.json().unwrap();
+                        eprintln!("Response body: {:?}", json);
+                        panic!("Failed to retrieve consolidated talks from Piperun API");
+                    }
+                }
+                Err(e) => {
+                    eprintln!("Error: {e}");
+                    panic!("Failed to send the request for talks to PipeRUN API");
+                }
+            };
+
+            let aggregated_talks = json_response["data"]
+                .as_array()
+                .expect("Failed to parse messages as array")
+                .to_owned();
+
+            return aggregated_talks;
+        })
+        .reduce(|mut this, mut acc| {
+            acc.append(&mut this);
+            acc
+        })
+        .expect("Failed to concatenate all vectors of messages");
+
+    aggregated_talks.append(&mut all_other_messages);
+    aggregated_talks
+}
diff --git a/src/send_mail_util.rs b/src/send_mail_util.rs
new file mode 100644
index 0000000..e6dbb28
--- /dev/null
+++ b/src/send_mail_util.rs
@@ -0,0 +1,46 @@
+pub mod send_mail_util {
+    use lettre::{
+        Message, SmtpTransport, Transport,
+        message::{self, Attachment, Mailboxes, MultiPart, SinglePart, header::ContentType},
+    };
+
+    pub fn send_email(
+        subject_of_email: &str,
+        bot_email: &str,
+        bot_email_password: &str,
+        to: &str,
+        zip_file_name: &str,
+    ) {
+        let filebody = std::fs::read(zip_file_name).unwrap();
+        let content_type = ContentType::parse("application/zip").unwrap();
+        let attachment = Attachment::new(zip_file_name.to_string()).body(filebody, content_type);
+        let mailboxes: Mailboxes = to.parse().unwrap();
+        let to_header: message::header::To = mailboxes.into();
+
+        let email = Message::builder()
+            .from(format!("PipeRUN bot <{bot_email}>").parse().unwrap())
+            .reply_to(format!("PipeRUN bot <{bot_email}>").parse().unwrap())
+            .mailbox(to_header)
+            .subject(format!("{subject_of_email}"))
+            .multipart(
+                MultiPart::mixed()
+                    .singlepart(
+                        SinglePart::builder()
+                            .header(ContentType::TEXT_PLAIN)
+                            .body(String::from("Avaliacao dos atendimentos")),
+                    )
+                    .singlepart(attachment),
+            )
+            .unwrap();
+
+        // Create the SMTPS transport
+        let sender = SmtpTransport::from_url(&format!(
+            "smtps://{bot_email}:{bot_email_password}@mail.nova.net.br"
+        ))
+        .unwrap()
+        .build();
+
+        // Send the email via remote relay
+        sender.send(&email).unwrap();
+    }
+}
diff --git a/src/zip_directory_util.rs b/src/zip_directory_util.rs
new file mode 100644
index 0000000..c7ae699
--- /dev/null
+++ b/src/zip_directory_util.rs
@@ -0,0 +1,69 @@
+pub mod zip_directory_util {
+
+    use std::io::prelude::*;
+    use zip::write::SimpleFileOptions;
+
+    use std::fs::File;
+    use std::path::Path;
+    use walkdir::{DirEntry, WalkDir};
+
+    fn zip_dir<T>(
+        it: &mut dyn Iterator<Item = DirEntry>,
+        prefix: &Path,
+        writer: T,
+        method: zip::CompressionMethod,
+    ) where
+        T: Write + Seek,
+    {
+        let mut zip = zip::ZipWriter::new(writer);
+        let options = SimpleFileOptions::default()
+            .compression_method(method)
+            .unix_permissions(0o755);
+
+        let prefix = Path::new(prefix);
+        let mut buffer = Vec::new();
+        for entry in it {
+            let path = entry.path();
+            let name = path.strip_prefix(prefix).unwrap();
+            let path_as_string = name
+                .to_str()
+                .map(str::to_owned)
+                .expect("Failed to parse path");
+
+            // Write file or directory explicitly
+            // Some unzip tools unzip files with directory paths correctly, some do not!
+            if path.is_file() {
+                println!("adding file {path:?} as {name:?} ...");
+                zip.start_file(path_as_string, options)
+                    .expect("Failed to add file");
+                let mut f = File::open(path).unwrap();
+
+                f.read_to_end(&mut buffer).expect("Failed to read file");
+                zip.write_all(&buffer).expect("Failed to write file");
+                buffer.clear();
+            } else if !name.as_os_str().is_empty() {
+                // Only if not root! Avoids path spec / warning
+                // and mapname conversion failed error on unzip
+                println!("adding dir {path_as_string:?} as {name:?} ...");
+                zip.add_directory(path_as_string, options)
+                    .expect("Failed to add directory");
+            }
+        }
+        zip.finish().expect("Failed to ZIP");
+    }
+
+    pub fn zip_source_dir_to_dst_file(src_dir: &Path, dst_file: &Path) {
+        if !Path::new(src_dir).is_dir() {
+            panic!("src_dir must be a directory");
+        }
+
+        let method = zip::CompressionMethod::Stored;
+        let path = Path::new(dst_file);
+        let file = File::create(path).unwrap();
+
+        let walkdir = WalkDir::new(src_dir);
+        let it = walkdir.into_iter();
+
+        zip_dir(&mut it.filter_map(|e| e.ok()), src_dir, file, method);
+    }
+}