Class: Glancer::Workflow::Builder

Inherits:
Object
  • Object
show all
Defined in:
lib/glancer/workflow/builder.rb

Class Method Summary collapse

Class Method Details

.build_ar_code(question, embeddings, history: []) ⇒ Object 



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# File 'lib/glancer/workflow/builder.rb', line 80

def self.build_ar_code(question, embeddings, history: [])
  Glancer::Utils::Logger.info("Workflow::Builder", "Generating AR code from question: #{question.inspect}")

  prompt = Glancer::Workflow::ARPromptBuilder.call(question, embeddings, history: history)

  chat = RubyLLM.chat(
    provider: Glancer.configuration.resolved_code_provider,
    model: Glancer.configuration.resolved_code_model,
    assume_model_exists: true
  )

  response = Glancer::Utils::RateLimitRetry.with_retry(context: "Workflow::Builder") do
    chat.ask(prompt)
  end
  Glancer::Utils::Logger.info("Workflow::Builder",
                              "LLM responded with AR code (length: #{response.content&.length || 0} chars)")
  response.content
rescue StandardError => e
  Glancer::Utils::Logger.error("Workflow::Builder", "Failed to generate AR code: #{e.class} - #{e.message}")
  raise Glancer::Error, "AR code generation failed: #{e.message}"
end

.build_sql(question, embeddings, history: []) ⇒ Object 



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# File 'lib/glancer/workflow/builder.rb', line 6

def self.build_sql(question, embeddings, history: [])
  Glancer::Utils::Logger.info("Workflow::Builder", "Generating SQL from question: #{question.inspect}")

  prompt = Glancer::Workflow::PromptBuilder.call(
    question, embeddings, history: history, few_shot_examples: recent_examples
  )
  Glancer::Utils::Logger.debug("Workflow::Builder", "Generated prompt for SQL generation:\n#{prompt}")

  chat = RubyLLM.chat(
    provider: Glancer.configuration.resolved_code_provider,
    model: Glancer.configuration.resolved_code_model,
    assume_model_exists: true
  )

  response = Glancer::Utils::RateLimitRetry.with_retry(context: "Workflow::Builder") do
    chat.ask(prompt)
  end

  Glancer::Utils::Logger.info("Workflow::Builder",
                              "LLM responded with SQL (length: #{response.content&.length || 0} characters)")

  response.content
rescue StandardError => e
  Glancer::Utils::Logger.error("Workflow::Builder", "Failed to generate SQL: #{e.class} - #{e.message}")
  Glancer::Utils::Logger.debug("Workflow::Builder", "Backtrace:\n#{e.backtrace.join("\n")}")
  raise Glancer::Error, "code generation failed: #{e.message}"
end

.fix_ar_code(failed_code, error_message) ⇒ Object 



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# File 'lib/glancer/workflow/builder.rb', line 102

def self.fix_ar_code(failed_code, error_message)
  Glancer::Utils::Logger.info("Workflow::Builder", "Attempting to fix failed AR expression...")

  prompt = <<~PROMPT
    The following Ruby/ActiveRecord expression failed to execute:
    ```ruby
    #{failed_code}
    ```

    The error returned was:
    "#{error_message}"

    Your task is to correct the Ruby expression so it becomes valid and read-only.
    - Return ONLY the corrected Ruby expression (optionally in a ```ruby block).
    - Do not provide explanations or comments.
    - Ensure it uses only read methods (where, joins, select, count, sum, pluck, etc.).
    - NEVER use .destroy, .delete, .update, .save, .create, or any write method.
  PROMPT

  chat = RubyLLM.chat(
    provider: Glancer.configuration.resolved_code_provider,
    model: Glancer.configuration.resolved_code_model,
    assume_model_exists: true
  )

  response = Glancer::Utils::RateLimitRetry.with_retry(context: "Workflow::Builder") do
    chat.ask(prompt)
  end
  Glancer::Workflow::ARExtractor.extract(response.content)
rescue StandardError => e
  Glancer::Utils::Logger.error("Workflow::Builder", "Failed to fix AR code: #{e.message}")
  raise Glancer::Error, "AR code correction failed: #{e.message}"
end

.fix_sql(failed_sql, error_message) ⇒ Object 



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# File 'lib/glancer/workflow/builder.rb', line 45

def self.fix_sql(failed_sql, error_message)
  Glancer::Utils::Logger.info("Workflow::Builder", "Attempting to fix failed SQL...")

  prompt = <<~PROMPT
    The following SQL query failed to execute:
    ```sql
    #{failed_sql}
    ```

    The database returned the following error message:
    "#{error_message}"

    Your task is to correct the SQL query so it becomes valid for the #{Glancer.configuration.resolved_adapter.to_s.upcase} adapter.
    - Return ONLY the corrected SQL.
    - Do not provide explanations or comments.
    - Ensure it remains a safe SELECT statement.
  PROMPT

  chat = RubyLLM.chat(
    provider: Glancer.configuration.resolved_code_provider,
    model: Glancer.configuration.resolved_code_model,
    assume_model_exists: true
  )

  response = Glancer::Utils::RateLimitRetry.with_retry(context: "Workflow::Builder") do
    chat.ask(prompt)
  end

  # Clean the response to ensure we only have the raw SQL
  Glancer::Workflow::SQLExtractor.extract(response.content)
rescue StandardError => e
  Glancer::Utils::Logger.error("Workflow::Builder", "Failed to fix SQL: #{e.message}")
  raise Glancer::Error, "code correction workflow failed: #{e.message}"
end

.recent_examples ⇒ Object 



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# File 'lib/glancer/workflow/builder.rb', line 34

def self.recent_examples
  Glancer::Audit
    .where(adapter: Glancer.configuration.resolved_adapter.to_s)
    .where.not(question: [nil, ""])
    .order(executed_at: :desc)
    .limit(3)
    .pluck(:question, :code)
rescue StandardError
  []
end