discourse-ai/lib/ai_bot/tools/tool.rb

294 lines
7.6 KiB
Ruby

# frozen_string_literal: true
module DiscourseAi
module AiBot
module Tools
class Tool
# Why 30 mega bytes?
# This general limit is mainly a security feature to avoid tools
# forcing infinite downloads or causing memory exhaustion.
# The limit is somewhat arbitrary and can be increased in future if needed.
MAX_RESPONSE_BODY_LENGTH = 30.megabyte
class << self
def signature
raise NotImplemented
end
def name
raise NotImplemented
end
def custom?
false
end
def accepted_options
[]
end
def option(name, type:)
Option.new(tool: self, name: name, type: type)
end
def help
I18n.t("discourse_ai.ai_bot.tool_help.#{signature[:name]}")
end
def custom_system_message
nil
end
def allow_partial_tool_calls?
false
end
end
attr_accessor :custom_raw, :parameters
attr_reader :tool_call_id, :persona_options, :bot_user, :llm, :context
def initialize(
parameters,
tool_call_id: "",
persona_options: {},
bot_user:,
llm:,
context: {}
)
@parameters = parameters
@tool_call_id = tool_call_id
@persona_options = persona_options
@bot_user = bot_user
@llm = llm
@context = context
end
def name
self.class.name
end
def summary
I18n.t("discourse_ai.ai_bot.tool_summary.#{name}")
end
def details
I18n.t("discourse_ai.ai_bot.tool_description.#{name}", description_args)
end
def help
I18n.t("discourse_ai.ai_bot.tool_help.#{name}")
end
def options
result = HashWithIndifferentAccess.new
self.class.accepted_options.each do |option|
val = @persona_options[option.name]
if val
case option.type
when :boolean
val = (val.to_s == "true")
when :integer
val = val.to_i
end
result[option.name] = val
end
end
result
end
def chain_next_response?
true
end
def standalone?
false
end
protected
def fetch_default_branch(repo)
api_url = "https://api.github.com/repos/#{repo}"
response_code = "unknown error"
repo_data = nil
send_http_request(
api_url,
headers: {
"Accept" => "application/vnd.github.v3+json",
},
authenticate_github: true,
) do |response|
response_code = response.code
if response_code == "200"
begin
repo_data = JSON.parse(read_response_body(response))
rescue JSON::ParserError
response_code = "500 - JSON parse error"
end
end
end
response_code == "200" ? repo_data["default_branch"] : "main"
end
def send_http_request(
url,
headers: {},
authenticate_github: false,
follow_redirects: false,
method: :get,
body: nil,
&blk
)
self.class.send_http_request(
url,
headers: headers,
authenticate_github: authenticate_github,
follow_redirects: follow_redirects,
method: method,
body: body,
&blk
)
end
def self.send_http_request(
url,
headers: {},
authenticate_github: false,
follow_redirects: false,
method: :get,
body: nil
)
raise "Expecting caller to use a block" if !block_given?
uri = nil
url = UrlHelper.normalized_encode(url)
uri =
begin
URI.parse(url)
rescue StandardError
nil
end
return if !uri
if follow_redirects
fd =
FinalDestination.new(
url,
validate_uri: true,
max_redirects: 5,
follow_canonical: true,
)
uri = fd.resolve
end
return if uri.blank?
request = nil
if method == :get
request = FinalDestination::HTTP::Get.new(uri)
elsif method == :post
request = FinalDestination::HTTP::Post.new(uri)
elsif method == :put
request = FinalDestination::HTTP::Put.new(uri)
elsif method == :patch
request = FinalDestination::HTTP::Patch.new(uri)
elsif method == :delete
request = FinalDestination::HTTP::Delete.new(uri)
end
raise ArgumentError, "Invalid method: #{method}" if !request
request.body = body if body
request["User-Agent"] = DiscourseAi::AiBot::USER_AGENT
headers.each { |k, v| request[k] = v }
if authenticate_github && SiteSetting.ai_bot_github_access_token.present?
request["Authorization"] = "Bearer #{SiteSetting.ai_bot_github_access_token}"
end
FinalDestination::HTTP.start(uri.hostname, uri.port, use_ssl: uri.port != 80) do |http|
http.request(request) { |response| yield response }
end
end
def self.read_response_body(response, max_length: nil)
max_length ||= MAX_RESPONSE_BODY_LENGTH
body = +""
response.read_body do |chunk|
body << chunk
break if body.bytesize > max_length
end
if body.bytesize > max_length
body[0...max_length].scrub
else
body.scrub
end
end
def read_response_body(response, max_length: nil)
self.class.read_response_body(response, max_length: max_length)
end
def truncate(text, llm:, percent_length: nil, max_length: nil)
if !percent_length && !max_length
raise ArgumentError, "You must provide either percent_length or max_length"
end
target = llm.max_prompt_tokens
target = (target * percent_length).to_i if percent_length
if max_length
target = max_length if target > max_length
end
llm.tokenizer.truncate(text, target)
end
def accepted_options
[]
end
def option(name, type:)
Option.new(tool: self, name: name, type: type)
end
def description_args
{}
end
def format_results(rows, column_names = nil, args: nil)
rows = rows&.map { |row| yield row } if block_given?
if !column_names
index = -1
column_indexes = {}
rows =
rows&.map do |data|
new_row = []
data.each do |key, value|
found_index = column_indexes[key.to_s] ||= (index += 1)
new_row[found_index] = value
end
new_row
end
column_names = column_indexes.keys
end
# this is not the most efficient format
# however this is needed cause GPT 3.5 / 4 was steered using JSON
result = { column_names: column_names, rows: rows }
result[:args] = args if args
result
end
end
end
end
end