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work in progress artifact system revamp
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# frozen_string_literal: true | ||
module DiscourseAi | ||
module AiBot | ||
module ArtifactUpdateStrategies | ||
class InvalidFormatError < StandardError | ||
end | ||
class Base | ||
attr_reader :post, :user, :artifact, :artifact_version, :instructions, :llm | ||
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def initialize(llm:, post:, user:, artifact:, artifact_version:, instructions:) | ||
@llm = llm | ||
@post = post | ||
@user = user | ||
@artifact = artifact | ||
@artifact_version = artifact_version | ||
@instructions = instructions | ||
end | ||
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def apply | ||
changes = generate_changes | ||
parsed_changes = parse_changes(changes) | ||
apply_changes(parsed_changes) | ||
end | ||
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private | ||
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def generate_changes | ||
response = +"" | ||
llm.generate(build_prompt, user: user) { |partial| response << partial } | ||
end | ||
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def build_prompt | ||
# To be implemented by subclasses | ||
raise NotImplementedError | ||
end | ||
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def parse_changes(response) | ||
# To be implemented by subclasses | ||
raise NotImplementedError | ||
end | ||
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def apply_changes(changes) | ||
# To be implemented by subclasses | ||
raise NotImplementedError | ||
end | ||
end | ||
end | ||
end | ||
end |
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# frozen_string_literal: true | ||
module DiscourseAi | ||
module AiBot | ||
module ArtifactUpdateStrategies | ||
class Diff < Base | ||
private | ||
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def build_prompt | ||
DiscourseAi::Completions::Prompt.new( | ||
system_prompt, | ||
messages: [ | ||
{ type: :user, content: current_artifact_content }, | ||
{ type: :model, content: "Please explain the changes you would like to generate:" }, | ||
{ type: :user, content: instructions }, | ||
], | ||
post_id: post.id, | ||
topic_id: post.topic_id, | ||
) | ||
end | ||
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def parse_changes(response) | ||
sections = { html: nil, css: nil, javascript: nil } | ||
current_section = nil | ||
lines = [] | ||
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response.each_line do |line| | ||
case line | ||
when /^--- (HTML|CSS|JavaScript) ---$/ | ||
sections[current_section] = lines.join if current_section && !lines.empty? | ||
current_section = line.match(/^--- (.+) ---$/)[1].downcase.to_sym | ||
lines = [] | ||
else | ||
lines << line if current_section | ||
end | ||
end | ||
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sections[current_section] = lines.join if current_section && !lines.empty? | ||
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sections.transform_values do |content| | ||
next nil if content.nil? | ||
blocks = extract_search_replace_blocks(content) | ||
raise InvalidFormatError, "Invalid format in #{current_section} section" if blocks.nil? | ||
blocks | ||
end | ||
end | ||
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def apply_changes(changes) | ||
source = artifact_version || artifact | ||
updated_content = { js: source.js, html: source.html, css: source.css } | ||
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%i[html css javascript].each do |section| | ||
blocks = changes[section] | ||
next unless blocks | ||
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content = source.public_send(section == :javascript ? :js : section) | ||
blocks.each do |block| | ||
content = | ||
DiscourseAi::Utils::DiffUtils::SimpleDiff.apply( | ||
content, | ||
block[:search], | ||
block[:replace], | ||
) | ||
end | ||
updated_content[section == :javascript ? :js : section] = content | ||
end | ||
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artifact.create_new_version( | ||
html: updated_content[:html], | ||
css: updated_content[:css], | ||
js: updated_content[:js], | ||
change_description: instructions, | ||
) | ||
end | ||
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private | ||
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def extract_search_replace_blocks(content) | ||
return nil if content.blank? | ||
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blocks = [] | ||
remaining = content | ||
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while remaining =~ /<<<<<<< SEARCH\n(.*?)\n=======\n(.*?)\n>>>>>>> REPLACE/m | ||
blocks << { search: $1, replace: $2 } | ||
remaining = $' | ||
end | ||
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blocks.empty? ? nil : blocks | ||
end | ||
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def system_prompt | ||
<<~PROMPT | ||
You are a web development expert generating precise search/replace changes for updating HTML, CSS, and JavaScript code. | ||
Important rules: | ||
1. Use the format <<<<<<< SEARCH / ======= / >>>>>>> REPLACE for each change | ||
2. You can specify multiple search/replace blocks per section | ||
3. Generate three sections: HTML, CSS, and JavaScript | ||
4. Only include sections that have changes | ||
5. Keep changes minimal and focused | ||
6. Use exact matches for the search content | ||
Format: | ||
--- HTML --- | ||
(changes or empty if no changes) | ||
--- CSS --- | ||
(changes or empty if no changes) | ||
--- JavaScript --- | ||
(changes or empty if no changes) | ||
Example - Multiple changes in one file: | ||
--- JavaScript --- | ||
<<<<<<< SEARCH | ||
console.log('old1'); | ||
======= | ||
console.log('new1'); | ||
>>>>>>> REPLACE | ||
<<<<<<< SEARCH | ||
console.log('old2'); | ||
======= | ||
console.log('new2'); | ||
>>>>>>> REPLACE | ||
Example - CSS with multiple blocks: | ||
--- CSS --- | ||
<<<<<<< SEARCH | ||
.button { color: blue; } | ||
======= | ||
.button { color: red; } | ||
>>>>>>> REPLACE | ||
<<<<<<< SEARCH | ||
.text { font-size: 12px; } | ||
======= | ||
.text { font-size: 16px; } | ||
>>>>>>> REPLACE | ||
PROMPT | ||
end | ||
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def current_artifact_content | ||
source = artifact_version || artifact | ||
<<~CONTENT | ||
Current artifact code: | ||
--- HTML --- | ||
#{source.html} | ||
--- CSS --- | ||
#{source.css} | ||
--- JavaScript --- | ||
#{source.js} | ||
CONTENT | ||
end | ||
end | ||
end | ||
end | ||
end |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,144 @@ | ||
# frozen_string_literal: true | ||
module DiscourseAi | ||
module AiBot | ||
module ArtifactUpdateStrategies | ||
class Full < Base | ||
private | ||
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def build_prompt | ||
DiscourseAi::Completions::Prompt.new( | ||
system_prompt, | ||
messages: [ | ||
{ type: :user, content: "#{current_artifact_content}\n\n\n#{instructions}" }, | ||
], | ||
post_id: post.id, | ||
topic_id: post.topic_id, | ||
) | ||
end | ||
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def parse_changes(response) | ||
sections = { html: nil, css: nil, javascript: nil } | ||
current_section = nil | ||
lines = [] | ||
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response.each_line do |line| | ||
case line | ||
when /^\[(HTML|CSS|JavaScript)\]$/ | ||
sections[current_section] = lines.join if current_section && !lines.empty? | ||
current_section = line.match(/^\[(.+)\]$/)[1].downcase.to_sym | ||
lines = [] | ||
when %r{^\[/(HTML|CSS|JavaScript)\]$} | ||
sections[current_section] = lines.join if current_section && !lines.empty? | ||
current_section = nil | ||
lines = [] | ||
else | ||
lines << line if current_section | ||
end | ||
end | ||
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sections | ||
end | ||
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def apply_changes(changes) | ||
source = artifact_version || artifact | ||
updated_content = { js: source.js, html: source.html, css: source.css } | ||
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%i[html css javascript].each do |section| | ||
content = changes[section]&.strip | ||
next if content.blank? | ||
updated_content[section == :javascript ? :js : section] = content | ||
end | ||
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artifact.create_new_version( | ||
html: updated_content[:html], | ||
css: updated_content[:css], | ||
js: updated_content[:js], | ||
change_description: instructions, | ||
) | ||
end | ||
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private | ||
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def system_prompt | ||
<<~PROMPT | ||
You are a web development expert generating updated HTML, CSS, and JavaScript code. | ||
Important rules: | ||
1. Provide full source code for each changed section | ||
2. Generate up to three sections: HTML, CSS, and JavaScript | ||
3. Only include sections that need changes | ||
4. Keep changes focused on the requirements | ||
5. NEVER EVER BE LAZY, always include ALL the source code with any update you make. If you are lazy you will break the artifact. | ||
6. Do not print out any reasoning, just the changed code, you will be parsed via a program. | ||
7. Sections must start and end with exact tags: [HTML] [/HTML], [CSS] [/CSS], [JavaScript] [/JavaScript] | ||
Always adhere to the format when replying: | ||
[HTML] | ||
complete html code, omit if no changes | ||
[/HTML] | ||
[CSS] | ||
complete css code, omit if no changes | ||
[/CSS] | ||
[JavaScript] | ||
complete js code, omit if no changes | ||
[/JavaScript] | ||
Examples: | ||
Example 1 (HTML only change): | ||
[HTML] | ||
<div class="container"> | ||
<h1>Title</h1> | ||
</div> | ||
[/HTML] | ||
Example 2 (CSS and JavaScript changes): | ||
[CSS] | ||
.container { padding: 20px; } | ||
.title { color: blue; } | ||
[/CSS] | ||
[JavaScript] | ||
function init() { | ||
console.log("loaded"); | ||
} | ||
[/JavaScript] | ||
Example 3 (All sections): | ||
[HTML] | ||
<div id="app"></div> | ||
[/HTML] | ||
[CSS] | ||
#app { margin: 0; } | ||
[/CSS] | ||
[JavaScript] | ||
const app = document.getElementById("app"); | ||
[/JavaScript] | ||
PROMPT | ||
end | ||
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def current_artifact_content | ||
source = artifact_version || artifact | ||
<<~CONTENT | ||
Current artifact code: | ||
[HTML] | ||
#{source.html} | ||
[/HTML] | ||
[CSS] | ||
#{source.css} | ||
[/CSS] | ||
[JavaScript] | ||
#{source.js} | ||
[/JavaScript] | ||
CONTENT | ||
end | ||
end | ||
end | ||
end | ||
end |
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