diff --git a/main.go b/main.go
new file mode 100644
index 0000000..b9a14e3
--- /dev/null
+++ b/main.go
@@ -0,0 +1,245 @@
+package main
+
+import (
+	"bufio"
+	"bytes"
+	"encoding/csv"
+	"encoding/json"
+	"fmt"
+	"io"
+	"log"
+	"net/http"
+	"os"
+	"os/exec"
+	"time"
+)
+
+type Message struct {
+	Message string `json:"message"`
+	From    string `json:"from"`
+	To      string `json:"to"`
+}
+
+// Note: The StreamResponse structure simplified for demonstration. Adjust according to actual requirements.
+type StreamResponse struct {
+	From      string `json:"from"`
+	To        string `json:"to"`
+	CreatedAt string `json:"createdAt"`
+	Response  string `json:"response"`
+}
+
+func createStreamResponse(fromLanguage, toLanguage, message string) string {
+	response := StreamResponse{
+		From:      fromLanguage,
+		To:        toLanguage,
+		CreatedAt: time.Now().Format(time.RFC3339),
+		Response:  message,
+	}
+	jsonResp, err := json.Marshal(response)
+	if err != nil {
+		return `{"response": "Error in preparing the message."}`
+	}
+	return string(jsonResp)
+}
+
+func streamResponse(w http.ResponseWriter, fromLanguage, toLanguage string, messages <-chan string) {
+	// Set headers for SSE
+	w.Header().Set("Content-Type", "text/event-stream")
+	w.Header().Set("Cache-Control", "no-cache")
+	w.Header().Set("Connection", "keep-alive")
+
+	flusher, ok := w.(http.Flusher)
+	if !ok {
+		http.Error(w, "Streaming unsupported!", http.StatusInternalServerError)
+		return
+	}
+
+	for msg := range messages {
+		formattedMessage := createStreamResponse(fromLanguage, toLanguage, msg)
+		fmt.Fprintf(w, "data: %s\n\n", formattedMessage)
+		flusher.Flush() // Ensure client receives the update immediately
+	}
+}
+
+func downloadPackages(w http.ResponseWriter, fromLanguage, toLanguage string) {
+	// Create a channel to send messages from the download process
+	messages := make(chan string)
+	defer close(messages)
+
+	// Use a goroutine for streaming responses so we can proceed with the download
+	go streamResponse(w, fromLanguage, toLanguage, messages)
+
+	// Start the Python command in the background
+	cmd := exec.Command("python", "translator/download.py", fromLanguage, toLanguage)
+	output, err := cmd.StdoutPipe()
+	if err != nil {
+		messages <- fmt.Sprintf("Error starting Download: %s", err.Error())
+		return
+	}
+
+	err = cmd.Start()
+	if err != nil {
+		messages <- fmt.Sprintf("Error starting Download: %s", err.Error())
+		return
+	}
+
+	// Initial message sent to the channel for streaming
+	messages <- "Download started . . ."
+
+	// Read the output of the Python command and send it to the channel
+	scanner := bufio.NewScanner(output)
+	for scanner.Scan() {
+		messages <- scanner.Text() // Sends output line by line to the stream
+	}
+
+	// Wait for the command to complete
+	err = cmd.Wait()
+	if err != nil {
+		messages <- fmt.Sprintf("Error waiting for Download: %s", err.Error())
+		return
+	}
+}
+
+func executeTranslator(w http.ResponseWriter, message, fromLanguage, toLanguage string) {
+	// Create a message channel for streaming translation results
+	messages := make(chan string)
+	defer close(messages)
+
+	// A goroutine will manage sending streamed responses
+	go streamResponse(w, fromLanguage, toLanguage, messages)
+
+	// Start the Python command in the background
+	cmd := exec.Command("python", "translator/translate.py", message, fromLanguage, toLanguage)
+	output, err := cmd.StdoutPipe()
+	if err != nil {
+		messages <- fmt.Sprintf("Error starting Translation: %s", err.Error())
+		return
+	}
+
+	err = cmd.Start()
+	if err != nil {
+		messages <- fmt.Sprintf("Error starting Translation: %s", err.Error())
+		return
+	}
+
+	// Read the output of the Python command and send it through the channel
+	scanner := bufio.NewScanner(output)
+	for scanner.Scan() {
+		messages <- scanner.Text() // Sends each line of the output to the stream
+	}
+
+	// Wait for the command to complete
+	err = cmd.Wait()
+	if err != nil {
+		messages <- fmt.Sprintf("Error waiting for Translation: %s", err.Error())
+		return
+	}
+}
+
+func CheckLanguagesInstalled(fromCode, toCode string) (bool, error) {
+	// Open the CSV file
+	file, err := os.Open("data/installed_packages.csv")
+	if err != nil {
+		if os.IsNotExist(err) {
+			return false, fmt.Errorf("file not found")
+		}
+		return false, err
+	}
+	defer file.Close()
+
+	// Create a new CSV reader
+	reader := csv.NewReader(file)
+
+	// Iterate through the records
+	for {
+		record, err := reader.Read()
+		if err != nil {
+			if err == io.EOF {
+				break
+			}
+			return false, err
+		}
+		if len(record) >= 2 && record[0] == fromCode && record[1] == toCode {
+			return true, nil
+		}
+	}
+
+	return false, nil
+}
+func getAllPackages() error {
+	cmd := exec.Command("python", "translator/note_all_packages.py")
+	// Create a buffer to capture the standard output.
+	var out bytes.Buffer
+	cmd.Stdout = &out
+
+	// Execute the command.
+	err := cmd.Run()
+	if err != nil {
+		return err
+	}
+
+	// Log the captured output.
+	fmt.Println("Output:", out.String())
+	return nil
+}
+func handleRequest(w http.ResponseWriter, r *http.Request) {
+	// Read the request body
+	if r.Header.Get("Content-Type") != "application/json" {
+		http.Error(w, "Request content type must be application/json", http.StatusBadRequest)
+		return
+	}
+	body, err := io.ReadAll(r.Body)
+	if err != nil {
+		http.Error(w, "Error reading request body: "+err.Error(), http.StatusInternalServerError)
+		return
+	}
+	defer r.Body.Close()
+
+	// Unmarshal the JSON data
+	var msg Message
+	err = json.Unmarshal(body, &msg)
+	if err != nil {
+		http.Error(w, "Error unmarshalling JSON: "+err.Error(), http.StatusBadRequest)
+		return
+	}
+
+	// Check if From and To fields are not longer than 2 letters
+	if len(msg.From) > 2 || len(msg.To) > 2 {
+		http.Error(w, "From and To fields should not be longer than 2 letters.", http.StatusBadRequest)
+		return
+	} else {
+		installed, err := CheckLanguagesInstalled(msg.From, msg.To)
+		if err != nil {
+			if err.Error() == "file not found" {
+				http.Error(w, "file not found "+err.Error(), http.StatusInternalServerError)
+			} else {
+				fmt.Println("An error occurred:", err)
+			}
+			return
+		}
+		if installed {
+			executeTranslator(w, msg.Message, msg.From, msg.To)
+		} else {
+			downloadPackages(w, msg.From, msg.To)
+		}
+	}
+}
+
+func main() {
+	getAllPackages()
+	// Define the HTTP handler function
+	http.HandleFunc("/api", handleRequest)
+
+	// Get the port number from the environment variable or use a default value
+	port := "11435"
+	if p := os.Getenv("PORT"); p != "" {
+		port = p
+	}
+
+	// Start the HTTP server
+	fmt.Printf("Listening on :%s...\n", port)
+	err := http.ListenAndServe(":"+port, nil)
+	if err != nil {
+		log.Fatalf("Failed to start server: %v", err)
+	}
+}
diff --git a/translator/download.py b/translator/download.py
new file mode 100644
index 0000000..d48c1d9
--- /dev/null
+++ b/translator/download.py
@@ -0,0 +1,34 @@
+import argostranslate.translate
+import argostranslate.package
+from note_all_packages import write_installed_packages_to_csv
+import sys
+
+def install_language():
+    from_lang = sys.argv[1]
+    to_lang = sys.argv[2]
+    try:
+        argostranslate.package.update_package_index()
+        available_packages = argostranslate.package.get_available_packages()
+        # Convert the filter result into a list
+        filtered_packages = list(
+            filter(
+                lambda x: x.from_code == from_lang and x.to_code == to_lang, available_packages
+            )
+        )
+        # Check if the filtered list is empty
+        if not filtered_packages:
+            return 1
+        # If we have at least one package, proceed to download and install
+        
+        available_package = filtered_packages[0]
+        download_path = available_package.download()
+        argostranslate.package.install_from_path(download_path)
+        # After successful installation, append package details to the CSV file
+        write_installed_packages_to_csv()
+        print("Finished Download")
+
+    except Exception as e:
+        return e
+
+if __name__ == "__main__":
+    install_language()
diff --git a/translator/note_all_packages.py b/translator/note_all_packages.py
new file mode 100644
index 0000000..6c5ee54
--- /dev/null
+++ b/translator/note_all_packages.py
@@ -0,0 +1,23 @@
+import argostranslate.package
+import csv
+
+
+# Function to write installed package details into a CSV file
+def write_installed_packages_to_csv(filename='data/installed_packages.csv'):
+    # Fetch all installed packages
+    installed_packages = argostranslate.package.get_installed_packages()
+    # Open/Create a CSV file to write into
+    with open(filename, mode='w', newline='', encoding='utf-8') as file:
+        writer = csv.writer(file)
+     
+        # Write package details row by row
+        for package in installed_packages:
+            from_language = package.from_code
+            to_language = package.to_code
+            package_name = package.from_name
+            
+            writer.writerow([from_language, to_language, package_name])
+    
+if __name__ == "__main__":
+    write_installed_packages_to_csv()
+    
\ No newline at end of file
diff --git a/translator/translate.py b/translator/translate.py
new file mode 100644
index 0000000..9ea63f2
--- /dev/null
+++ b/translator/translate.py
@@ -0,0 +1,14 @@
+import argostranslate.package
+import argostranslate.translate
+import sys
+
+def translate():
+    message = sys.argv[1]
+    from_lang = sys.argv[2]
+    to_lang = sys.argv[3]
+    translation = argostranslate.translate.translate(message, from_lang, to_lang)
+    print(translation)
+
+
+if __name__ == "__main__":
+    translate()