discourse-ai/lib/ai_bot/personas/sql_helper.rb

97 lines
3.1 KiB
Ruby

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