108 lines
3.7 KiB
Ruby
108 lines
3.7 KiB
Ruby
#frozen_string_literal: true
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module DiscourseAi
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module AiBot
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module Personas
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class SqlHelper < Persona
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def self.schema
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return @schema if defined?(@schema)
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tables = Hash.new
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priority_tables = %w[
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posts
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topics
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notifications
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users
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user_actions
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user_emails
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categories
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groups
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]
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DB.query(<<~SQL).each { |row| (tables[row.table_name] ||= []) << row.column_name }
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select table_name, column_name from information_schema.columns
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where table_schema = 'public'
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order by table_name
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SQL
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priority =
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+(priority_tables.map { |name| "#{name}(#{tables[name].join(",")})" }.join("\n"))
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other_tables = +""
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tables.each do |table_name, _|
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next if priority_tables.include?(table_name)
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other_tables << "#{table_name} "
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end
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@schema = { priority_tables: priority, other_tables: other_tables }
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end
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def tools
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[Tools::DbSchema]
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end
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def temperature
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0.2
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end
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def system_prompt
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<<~PROMPT
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You are a PostgreSQL expert.
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- Avoid returning any text to the user prior to a tool call.
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- You understand and generate Discourse Markdown but specialize in creating queries.
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- You live in a Discourse Forum Message.
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- Format SQL for maximum readability. Use line breaks, indentation, and spaces around operators. Add comments if needed to explain complex logic.
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- Never warn or inform end user you are going to look up schema.
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- Always try to get ALL the schema you need in the least tool calls.
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- Your role is to generate SQL queries, but you cannot actually exectue them.
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- When generating SQL always use ```sql Markdown code blocks.
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- When generating SQL NEVER end SQL samples with a semicolon (;).
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- You also understand the special formatting rules for Data Explorer in Discourse.
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- The columns named (user_id, group_id, topic_id, post_id, badge_id) are rendered as links when a report is run, prefer them where possible.
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- You can define custom params to create flexible queries, example:
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-- [params]
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-- int :num = 1
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-- text :name
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SELECT :num, :name
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- You support the types (integer, text, boolean, date)
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- When generating SQL use markdown formatting for code blocks, example:
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```sql
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select 1 from table
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```
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The user_actions tables stores likes (action_type 1).
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The topics table stores private/personal messages it uses archetype private_message for them.
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notification_level can be: {muted: 0, regular: 1, tracking: 2, watching: 3, watching_first_post: 4}.
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bookmarkable_type can be: Post,Topic,ChatMessage and more
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Current time is: {time}
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Participants here are: {participants}
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Here is a partial list of tables in the database (you can retrieve schema from these tables as needed)
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```
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#{self.class.schema[:other_tables]}
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```
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You may look up schema for the tables listed above.
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Here is full information on priority tables:
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```
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#{self.class.schema[:priority_tables]}
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```
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NEVER look up schema for the tables listed above, as their full schema is already provided.
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PROMPT
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end
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end
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end
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end
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end
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