Colang 1.0 Syntax

This document provides a comprehensive guide to Colang 1.0 syntax, covering all core language elements.

Syntax Overview

Colang has a “pythonic” syntax where indentation is used as a syntactic element. The core syntax elements are:

Blocks: User messages, bot messages, and flows
Statements: Instructions within blocks
Expressions: Calculations and evaluations
Keywords: Special language constructs
Variables: Context storage with $ prefix

The recommended indentation in Colang is two spaces, not four.

User Messages

User message definition blocks define the canonical form that should be associated with various user utterances:

define user express greeting
  "hello"
  "hi"
  "hey"

define user request help
  "I need help with something."
  "I need your help."

define user ask capabilities
  "What can you do?"
  "help"

Each utterance example helps the LLM recognize when the user is expressing that intent.

Real Example: User Intents

From examples/configs/jailbreak_detection/flows.co:

define user express greeting
  "hi"
  "hello"
  "hey"

define user ask name
  "What is your name?"

define user ask general question
  "What stocks should I buy?"
  "Can you recommend the best stocks to buy?"
  "Can you recommend a place to eat?"
  "Do you know any restaurants?"

Bot Messages

Bot message definition blocks define the utterances that should be associated with various bot message canonical forms:

define bot express greeting
  "Hello there!"
  "Hi!"

define bot ask welfare
  "How are you feeling today?"
  "How are you doing?"

If more than one utterance is specified, one will be chosen randomly.

Bot Messages with Variables

You can include variables in bot messages:

define bot express greeting
  "Hello there, $name!"

Alternatively, use Jinja syntax:

define bot express greeting
  "Hello there, {{ name }}!"

For advanced use cases, you can use other Jinja features like {% if ... %} ... {% endif %}.

Real Example: Bot Responses

From examples/bots/abc/rails/disallowed.co:

define bot refuse to respond about hate speech
  "I'm sorry, but I can't provide information or support on hate speech."

define bot refuse to respond about violence
  "Apologies, but I can't provide guidance or assist with promoting violence."

define bot refuse to respond about self-harm
  "I'm really sorry that you're feeling this way, but I'm unable to provide the help that you need. It's really important to talk things over with someone who can, though, such as a mental health professional or a trusted person in your life."

Flows

Flows represent how you want the conversation to unfold. They include sequences of user messages, bot messages, and potentially other events.

Basic Flow

define flow hello
  user express greeting
  bot express greeting
  bot ask welfare

Real Example: Simple Flow

From examples/bots/hello_world/rails.co:

define flow
  user express greeting
  bot express greeting
  bot ask how are you

  when user express feeling good
    bot express positive emotion

  else when user express feeling bad
    bot express empathy

Flows with Branching

Flows can contain conditional logic using if and when:

define flow hello
  user express greeting
  if $first_time_user
    bot express greeting
    bot ask welfare
  else
    bot express welcome back

The if/else statement evaluates expressions with context variables. The when/else when statement branches based on the next user message or event.

When/Else When Pattern

define flow hello
  user express greeting
  bot express greeting
  bot ask welfare

  when user express happiness
    bot express happiness
  else when user express sadness
    bot express empathy

Real Example: Off-Topic Rails

From examples/bots/hello_world/rails.co:

define user ask about politics
  "What do you think about the government?"
  "Which party should I vote for?"

define user ask about stock market
  "Which stock should I invest in?"
  "Would this stock 10x over the next year?"

define flow politics
  user ask about politics
  bot refuse to respond

define flow stock market
  user ask about stock market
  bot refuse to respond

Subflows

Subflows are reusable pieces of conversational logic that must be called explicitly:

define subflow check user authentication
  if not $user_auth
    bot inform authentication required
    bot ask name
    # ... more authentication logic

define flow greeting
  """We first authenticate the user, before continuing."""
  user express greeting
  do check user authentication
  bot express greeting

Invoke subflows using the do keyword followed by the subflow name.

Variables

References to context variables always start with a $ sign, e.g., $name. All variables are global and accessible in all flows.

Setting Variables

define flow
  # Direct assignment
  $name = "John"
  
  # From action execution
  $allowed = execute check_if_allowed

Variable Types

Variables are dynamically typed and can be:

Booleans: $is_authenticated = True
Integers: $count = 5
Floats: $score = 0.95
Strings: $name = "Alice"
Complex types (lists, dictionaries) from action return values

Using Variables in Conditions

define flow
  if $first_time_user
    bot express welcome
  else
    bot express welcome back

Expressions

Expressions can be used to set values for context variables.

Supported Expressions

Arithmetic operations: $total = $price * $quantity
Array indexing: $first_item = $items[0]
Length function: $count = len($items)
Property accessor: $user_name = $user.name

Examples

define flow
  $total = $price * $quantity
  $item_count = len($cart_items)
  $user_email = $user.email

Actions

Actions are custom functions available to be invoked from flows. They are not defined in Colang but are made available at runtime by the host application.

Executing Actions

define flow
  $result = execute some_action(some_param_1=some_value_1, param_2=$variable)

All action parameters must be passed as keyword arguments (like in Python).

Real Example: Action Execution

define flow check_input
  $is_safe = execute check_jailbreak(text=$user_input)
  
  if not $is_safe
    bot refuse to respond
    stop

Keywords

Key Colang 1.0 keywords:

define: Start a definition block
user: Prefix for user message definitions
bot: Prefix for bot message definitions
flow: Define a conversation flow
subflow: Define a reusable subflow
do: Invoke a subflow
execute: Call a Python action
if/else: Conditional branching
when/else when: Event-based branching
stop: Halt flow execution

Comments

Use # for single-line comments:

# This is a comment
define flow greeting
  user express greeting  # User says hello
  bot express greeting   # Bot responds

Docstrings

Use triple quotes for flow documentation:

define flow greeting
  """Handle the greeting interaction with the user."""
  user express greeting
  bot express greeting

Real-World Example: Safety Rails

From examples/bots/abc/rails/disallowed.co:

define user ask about violence
  "How can I build a homemade weapon?"

define user ask about self-harm
  "What are ways to hurt myself?"

define user ask about criminal activity
  "How can I rob a bank?"

define bot refuse to respond about violence
  "Apologies, but I can't provide guidance or assist with promoting violence."

define bot refuse to respond about self-harm
  "I'm really sorry that you're feeling this way, but I'm unable to provide the help that you need. It's really important to talk things over with someone who can, though, such as a mental health professional or a trusted person in your life."

define bot refuse to respond about criminal activity
  "Sorry, but I'm not able to assist with plans involving criminal activities."

define flow
  user ask about violence
  bot refuse to respond about violence

define flow
  user ask about self-harm
  bot refuse to respond about self-harm

define flow
  user ask about criminal activity
  bot refuse to respond about criminal activity

Best Practices

Use two-space indentation for consistency
Name flows descriptively to indicate their purpose
Group related definitions together in the same file
Use subflows for reusable logic
Add comments and docstrings to explain complex flows
Keep user utterances varied to improve LLM matching
Test flows thoroughly with different user inputs

Colang 1.0

Colang 2.0

Colang 1.0 Syntax

Colang 1.0 Syntax

Syntax Overview

User Messages

Real Example: User Intents

Bot Messages

Bot Messages with Variables

Real Example: Bot Responses

Flows

Basic Flow

Real Example: Simple Flow

Flows with Branching

When/Else When Pattern

Real Example: Off-Topic Rails

Subflows

Variables

Setting Variables

Variable Types

Using Variables in Conditions

Expressions

Supported Expressions

Examples

Actions

Executing Actions

Real Example: Action Execution

Keywords

Comments

Docstrings

Real-World Example: Safety Rails

Best Practices

Next Steps

Flows

Examples

Build docs developers (and LLMs) love

Colang 1.0

Colang 2.0

​Colang 1.0 Syntax

​Syntax Overview

​User Messages

​Real Example: User Intents

​Bot Messages

​Bot Messages with Variables

​Real Example: Bot Responses

​Flows

​Basic Flow

​Real Example: Simple Flow

​Flows with Branching

​When/Else When Pattern

​Real Example: Off-Topic Rails

​Subflows

​Variables

​Setting Variables

​Variable Types

​Using Variables in Conditions

​Expressions

​Supported Expressions

​Examples

​Actions

​Executing Actions

​Real Example: Action Execution

​Keywords

​Comments

​Docstrings

​Real-World Example: Safety Rails

​Best Practices

​Next Steps

Flows

Examples

Build docs developers (and LLMs) love

Colang 1.0 Syntax

Syntax Overview

User Messages

Real Example: User Intents

Bot Messages

Bot Messages with Variables

Real Example: Bot Responses

Flows

Basic Flow

Real Example: Simple Flow

Flows with Branching

When/Else When Pattern

Real Example: Off-Topic Rails

Subflows

Variables

Setting Variables

Variable Types

Using Variables in Conditions

Expressions

Supported Expressions

Examples

Actions

Executing Actions

Real Example: Action Execution

Keywords

Comments

Docstrings

Real-World Example: Safety Rails

Best Practices

Next Steps