Class: GitAuto::Services::AIService

Inherits:
Object
  • Object
show all
Defined in:
lib/git_auto/services/ai_service.rb

Defined Under Namespace

Classes: APIKeyError, DiffTooLargeError, EmptyDiffError, Error, RateLimitError

Constant Summary collapse

OPENAI_API_URL = 
"https://api.openai.com/v1/chat/completions"
CLAUDE_API_URL = 
"https://api.anthropic.com/v1/messages"
GEMINI_API_URL = 
"https://generativelanguage.googleapis.com/v1beta/models"
MAX_DIFF_SIZE = 
10_000
MAX_RETRIES = 
3
BACKOFF_BASE = 
2
TEMPERATURE_VARIATIONS = 
[
  { openai: 0.7, claude: 0.7, gemini: 0.7 },
  { openai: 0.8, claude: 0.8, gemini: 0.8 },
  { openai: 0.9, claude: 0.9, gemini: 0.9 },
  { openai: 1.0, claude: 1.0, gemini: 1.0 }
].freeze

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(settings) ⇒ AIService

Returns a new instance of AIService.



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# File 'lib/git_auto/services/ai_service.rb', line 35

def initialize(settings)
  @settings = settings
  @credential_store = Config::CredentialStore.new
  @history_service = HistoryService.new
  @diff_summarizer = Formatters::DiffSummarizer.new
  @@temperature ||= TEMPERATURE_VARIATIONS[0]
  @request_count = 0
  @previous_suggestions = []
  @debug_mode = ENV["GIT_AUTO_DEBUG"] == "true"
end

Class Method Details

.reset_temperature ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 23

def reset_temperature
  @@temperature = nil
end

Instance Method Details

#generate_commit_message(diff, style: :conventional, scope: nil) ⇒ Object

Raises:



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# File 'lib/git_auto/services/ai_service.rb', line 154

def generate_commit_message(diff, style: :conventional, scope: nil)
  raise EmptyDiffError, "No changes to commit" if diff.empty?

  # If diff is too large, use the summarized version
  if diff.length > MAX_DIFF_SIZE
    puts "\n⚠️  Diff is large, using summarized version...".yellow if @debug_mode
    diff = @diff_summarizer.summarize(diff)
  end

  # Store the commit style in settings for use in handle_response
  @settings.set(:commit_style, style.to_s)

  retries = 0
  begin
    case @settings.get(:ai_provider)
    when "openai"
      generate_openai_commit_message(diff, style, scope)
    when "claude"
      generate_claude_commit_message(diff, style, scope)
    when "gemini"
      generate_gemini_commit_message(diff, style, scope)
    else
      raise GitAuto::Errors::InvalidProviderError, "Invalid AI provider specified"
    end
  rescue StandardError => e
    retries += 1
    if retries < MAX_RETRIES
      sleep(retries * BACKOFF_BASE)
      retry
    end
    raise e
  end
end

#generate_conventional_commit(diff) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 138

def generate_conventional_commit(diff)
  generate_commit_message(diff, style: :conventional)
end

#generate_scoped_commit(diff, scope) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 146

def generate_scoped_commit(diff, scope)
  generate_commit_message(diff, style: :conventional, scope: scope)
end

#generate_simple_commit(diff) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 142

def generate_simple_commit(diff)
  generate_commit_message(diff, style: :simple)
end

#get_system_prompt(style, retry_attempt = 0) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 74

def get_system_prompt(style, retry_attempt = 0)
  base_prompt = case style.to_s
                when "minimal"
                  "You are an expert in writing minimal commit messages that follow the format: <type>: <description>\n" \
                  "Rules:\n" \
                  "1. ALWAYS start with a type from the list above\n" \
                  "2. NEVER include a scope\n" \
                  "3. Keep the message under 72 characters\n" \
                  "4. ALWAYS use lowercase - this is mandatory\n" \
                  "5. Use present tense\n" \
                  "6. Be descriptive but concise\n" \
                  "7. Do not include a period at the end"
                when "conventional"
                  "You are an expert in writing conventional commit messages that follow the format: <type>(<scope>): <description>\n" \
                  "Rules:\n" \
                  "1. ALWAYS start with a type from the list above\n" \
                  "2. Include a scope in parentheses when relevant\n" \
                  "3. Keep the message under 72 characters\n" \
                  "4. ALWAYS use lowercase - this is mandatory\n" \
                  "5. Use present tense\n" \
                  "6. Be descriptive but concise\n" \
                  "7. Do not include a period at the end"
                when "detailed"
                  "You are an expert in writing detailed commit messages. Your message MUST follow this format:\n" \
                  "<summary line>\n" \
                  "\n" \
                  "<detailed description>\n" \
                  "\n" \
                  "Rules:\n" \
                  "1. First line is a summary under 72 characters\n" \
                  "2. ALWAYS use lowercase - this is mandatory\n" \
                  "3. ALWAYS include a blank line after the summary\n" \
                  "4. ALWAYS include a detailed description explaining:\n" \
                  "   - What changes were made\n" \
                  "   - Why the changes were necessary\n" \
                  "   - Any technical details worth noting\n" \
                  "5. Use bullet points for multiple changes\n" \
                  "6. Use present tense\n" \
                  "7. You can use periods in the detailed description"
                else
                  "You are an expert in writing clear and concise git commit messages.\n" \
                  "Rules:\n" \
                  "1. Keep the message under 72 characters\n" \
                  "2. ALWAYS use lowercase - this is mandatory\n" \
                  "3. Use present tense\n" \
                  "4. Be descriptive but concise\n" \
                  "5. Do not include a period at the end"
                end

  # Add variation for retries
  if retry_attempt.positive?
    base_prompt += "\nPlease provide a different perspective or approach than previous attempts."
    base_prompt += "\nBe more #{["specific", "detailed", "creative", "concise"].sample} in this attempt."
  end

  base_prompt
end

#get_temperature(retry_attempt = 0) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 65

def get_temperature(retry_attempt = 0)
  provider = @settings.get(:ai_provider).to_sym
  return TEMPERATURE_VARIATIONS[0][provider] if retry_attempt.zero?

  # Use progressively higher temperatures for retries
  variation_index = [retry_attempt - 1, TEMPERATURE_VARIATIONS.length - 1].min
  TEMPERATURE_VARIATIONS[variation_index][provider]
end

#log_api_request(provider, payload, temperature) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 46

def log_api_request(provider, payload, temperature)
  return unless @debug_mode

  puts "\n=== API Request ##{@request_count += 1} ===".yellow
  puts "Provider: #{provider}"
  puts "Temperature: #{temperature}"
  puts "Full Payload:"
  puts JSON.pretty_generate(payload)
  puts "===================="
end

#log_api_response(response_body) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 57

def log_api_response(response_body)
  return unless @debug_mode

  puts "\n=== API Response ===".yellow
  puts JSON.pretty_generate(JSON.parse(response_body.to_s))
  puts "===================="
end

#next_temperature_variation ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 132

def next_temperature_variation
  @@temperature = (@@temperature + 1) % TEMPERATURE_VARIATIONS.length
  provider = @settings.get(:ai_provider).to_sym
  TEMPERATURE_VARIATIONS[@@temperature][provider]
end

#suggest_commit_scope(diff) ⇒ Object 



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# File 'lib/git_auto/services/ai_service.rb', line 150

def suggest_commit_scope(diff)
  generate_commit_message(diff, style: :scope)
end