DeepSeek Code Analyzer - Phoenix LiveView

This is a Phoenix LiveView project that integrates with DeepSeek R1 running locally on Ollama to analyze and provide feedback on any code snippet!

🚀 Features

• Uses Tesla to communicate with DeepSeek R1
• Runs DeepSeek R1 locally using Ollama
• Provides real-time feedback on small codebases, such as functions

🛠 Installation

1. Install Dependencies

Ensure you have Elixir, Erlang, and Phoenix installed:

mix deps.get

2. Install and Run Ollama with DeepSeek R1

• Install Ollama (if not installed):

curl -fsSL https://ollama.com/install.sh | sh

• Pull DeepSeek R1 model:

ollama pull deepseek-r1

• Run the model:

ollama run deepseek-r1

3. Run the Phoenix Server

mix phx.server

🔗 API Integration

This project uses Tesla to send HTTP requests to DeepSeek R1 running on Ollama.

Request Example:

defp analyze_code_with_deepseek(code, pid) do
    url = "http://localhost:11434/api/generate"

    body = %{
      "model" => "deepseek-r1",
      "prompt" => "Analyze this code and provide feedback: \n\n#{code}",
      "stream" => false
    }

    headers = [{"Content-Type", "application/json"}]

    case Tesla.post(url, Jason.encode!(body), headers: headers) do
      {:ok, %{status: 200, body: body}} ->
        case Jason.decode(body) do
          {:ok, %{"response" => response}} ->
            send(pid, {:ai_response, response})

          _ ->
            send(pid, {:ai_response, "Error: Invalid response format from DeepSeek R1 on Ollama."})
        end

      {:error, reason} ->
        send(pid, {:ai_response, "Error: Failed to connect to DeepSeek R1 on Ollama: #{inspect(reason)}"})
    end
  end

🎯 Usage

1. Start Ollama with DeepSeek R1 running.
2. Run the Phoenix LiveView app.
3. Enter Elixir code in the UI and get feedback!

📹 Video Reference

code-reviewer.mp4

🤝 Contributing

Feel free to submit issues and pull requests!

📜 License

This project is open-source under the MIT License.