FIX: Tune function calling (#519)

Adds support for "name" on functions which can be used for tool calls

For function calls we need to keep track of id/name and previously
we only supported either

Also attempts to improve sql helper

lib/ai_bot/bot.rb

@@ -105,10 +105,16 @@ module DiscourseAi
         tool_call_message = {
           type: :tool_call,
           id: tool_call_id,
-          content: { name: tool.name, arguments: tool.parameters }.to_json,
+          content: { arguments: tool.parameters }.to_json,
+          name: tool.name,
         }
 
-        tool_message = { type: :tool, id: tool_call_id, content: invocation_result_json }
+        tool_message = {
+          type: :tool,
+          id: tool_call_id,
+          content: invocation_result_json,
+          name: tool.name,
+        }
 
         if tool.standalone?
           standalone_context =
@@ -125,8 +131,8 @@ module DiscourseAi
           prompt.push(**tool_message)
         end
 
-        raw_context << [tool_call_message[:content], tool_call_id, "tool_call"]
+        raw_context << [tool_call_message[:content], tool_call_id, "tool_call", tool.name]
-        raw_context << [invocation_result_json, tool_call_id, "tool"]
+        raw_context << [invocation_result_json, tool_call_id, "tool", tool.name]
       end
 
       def invoke_tool(tool, llm, cancel, &update_blk)

lib/ai_bot/personas/persona.rb

@@ -143,10 +143,10 @@ module DiscourseAi
         def find_tool(parsed_function)
           function_id = parsed_function.at("tool_id")&.text
           function_name = parsed_function.at("tool_name")&.text
-          return false if function_name.nil?
+          return nil if function_name.nil?
 
           tool_klass = available_tools.find { |c| c.signature.dig(:name) == function_name }
-          return false if tool_klass.nil?
+          return nil if tool_klass.nil?
 
           arguments = {}
           tool_klass.signature[:parameters].to_a.each do |param|

lib/ai_bot/personas/sql_helper.rb

@@ -8,7 +8,16 @@ module DiscourseAi
           return @schema if defined?(@schema)
 
           tables = Hash.new
-          priority_tables = %w[posts topics notifications users user_actions user_emails]
+          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
@@ -16,15 +25,16 @@ module DiscourseAi
         order by table_name
       SQL
 
-          schema = +(priority_tables.map { |name| "#{name}(#{tables[name].join(",")})" }.join("\n"))
+          priority =
+            +(priority_tables.map { |name| "#{name}(#{tables[name].join(",")})" }.join("\n"))
 
-          schema << "\nOther tables (schema redacted, available on request): "
+          other_tables = +""
           tables.each do |table_name, _|
             next if priority_tables.include?(table_name)
-            schema << "#{table_name} "
+            other_tables << "#{table_name} "
           end
 
-          @schema = schema
+          @schema = { priority_tables: priority, other_tables: other_tables }
         end
 
         def tools
@@ -38,12 +48,15 @@ module DiscourseAi
         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.
-            - The schema in your training set MAY be out of date.
+            - 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 (;).
-            - When generating SQL always use ```sql markdown code blocks.
-            - Always format SQL in a highly readable format.
 
             Eg:
 
@@ -52,17 +65,29 @@ module DiscourseAi
             ```
 
             The user_actions tables stores likes (action_type 1).
-            the topics table stores private/personal messages it uses archetype private_message for them.
+            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.
 
-            The current schema for the current DB is:
-            {{
-            #{self.class.schema}
-            }}
           PROMPT
         end
       end

lib/ai_bot/playground.rb

@@ -122,6 +122,7 @@ module DiscourseAi
                 }
 
                 custom_context[:id] = message[1] if custom_context[:type] != :model
+                custom_context[:name] = message[3] if message[3]
 
                 result << custom_context
               end

lib/completions/dialects/chat_gpt.rb

@@ -48,6 +48,7 @@ module DiscourseAi
             elsif msg[:type] == :tool_call
               call_details = JSON.parse(msg[:content], symbolize_names: true)
               call_details[:arguments] = call_details[:arguments].to_json
+              call_details[:name] = msg[:name]
 
               {
                 role: "assistant",
@@ -55,7 +56,7 @@ module DiscourseAi
                 tool_calls: [{ type: "function", function: call_details, id: msg[:id] }],
               }
             elsif msg[:type] == :tool
-              { role: "tool", tool_call_id: msg[:id], content: msg[:content] }
+              { role: "tool", tool_call_id: msg[:id], content: msg[:content], name: msg[:name] }
             else
               user_message = { role: "user", content: msg[:content] }
               if msg[:id]

lib/completions/dialects/claude.rb

@@ -24,9 +24,9 @@ module DiscourseAi
 
           claude_prompt =
             trimmed_messages.reduce(+"") do |memo, msg|
-              next(memo) if msg[:type] == :tool_call
+              if msg[:type] == :tool_call
-
+                memo << "\n\nAssistant: #{tool_call_to_xml(msg)}"
-              if msg[:type] == :system
+              elsif msg[:type] == :system
                 memo << "Human: " unless uses_system_message?
                 memo << msg[:content]
                 if prompt.tools.present?
@@ -36,18 +36,8 @@ module DiscourseAi
               elsif msg[:type] == :model
                 memo << "\n\nAssistant: #{msg[:content]}"
               elsif msg[:type] == :tool
-                memo << "\n\nAssistant:\n"
+                memo << "\n\nHuman:\n"
-
+                memo << tool_result_to_xml(msg)
-                memo << (<<~TEXT).strip
-                <function_results>
-                <result>
-                <tool_name>#{msg[:id]}</tool_name>
-                <json>
-                #{msg[:content]}
-                </json>
-                </result>
-                </function_results>
-                TEXT
               else
                 memo << "\n\nHuman: "
                 memo << "#{msg[:id]}: " if msg[:id]

lib/completions/dialects/dialect.rb

@@ -51,10 +51,13 @@ module DiscourseAi
               If a parameter type is an array, return a JSON array of values. For example:
               [1,"two",3.0]
 
-              Always wrap <invoke> calls in <function_calls> tags.
+              If you wish to call multiple function in one reply, wrap multiple <invoke>
-              You may call multiple function via <invoke> in a single <function_calls> block.
+              block in a single <function_calls> block.
 
-              Here are the tools available:
+              Always prefer to lead with tool calls, if you need to execute any.
+              Avoid all niceties prior to tool calls, Eg: "Let me look this up for you.." etc.
+
+              Here are the complete list of tools available:
             TEXT
           end
         end
@@ -73,7 +76,7 @@ module DiscourseAi
           (<<~TEXT).strip
             <function_results>
             <result>
-            <tool_name>#{message[:id]}</tool_name>
+            <tool_name>#{message[:name] || message[:id]}</tool_name>
             <json>
             #{message[:content]}
             </json>
@@ -95,7 +98,7 @@ module DiscourseAi
           (<<~TEXT).strip
             <function_calls>
             <invoke>
-            <tool_name>#{parsed[:name]}</tool_name>
+            <tool_name>#{message[:name] || parsed[:name]}</tool_name>
             #{parameters}</invoke>
             </function_calls>
           TEXT

lib/completions/dialects/gemini.rb

@@ -38,7 +38,7 @@ module DiscourseAi
                 role: "model",
                 parts: {
                   functionCall: {
-                    name: call_details[:name],
+                    name: msg[:name] || call_details[:name],
                     args: call_details[:arguments],
                   },
                 },
@@ -48,7 +48,7 @@ module DiscourseAi
                 role: "function",
                 parts: {
                   functionResponse: {
-                    name: msg[:id],
+                    name: msg[:name] || msg[:id],
                     response: {
                       content: msg[:content],
                     },

lib/completions/dialects/mixtral.rb

@@ -21,9 +21,10 @@ module DiscourseAi
 
           mixtral_prompt =
             trim_messages(messages).reduce(+"") do |memo, msg|
-              next(memo) if msg[:type] == :tool_call
+              if msg[:type] == :tool_call
-
+                memo << "\n"
-              if msg[:type] == :system
+                memo << tool_call_to_xml(msg)
+              elsif msg[:type] == :system
                 memo << (<<~TEXT).strip
                 <s> [INST]
                 #{msg[:content]}
@@ -34,17 +35,7 @@ module DiscourseAi
                 memo << "\n#{msg[:content]}</s>"
               elsif msg[:type] == :tool
                 memo << "\n"
-
+                memo << tool_result_to_xml(msg)
-                memo << (<<~TEXT).strip
-                <function_results>
-                <result>
-                <tool_name>#{msg[:id]}</tool_name>
-                <json>
-                #{msg[:content]}
-                </json>
-                </result>
-                </function_results>
-                TEXT
               else
                 memo << "\n[INST]#{msg[:content]}[/INST]"
               end

lib/completions/dialects/orca_style.rb

@@ -23,9 +23,10 @@ module DiscourseAi
 
           llama2_prompt =
             trimmed_messages.reduce(+"") do |memo, msg|
-              next(memo) if msg[:type] == :tool_call
+              if msg[:type] == :tool_call
-
+                memo << "\n### Assistant:\n"
-              if msg[:type] == :system
+                memo << tool_call_to_xml(msg)
+              elsif msg[:type] == :system
                 memo << (<<~TEXT).strip
                 ### System:
                 #{msg[:content]}
@@ -34,18 +35,8 @@ module DiscourseAi
               elsif msg[:type] == :model
                 memo << "\n### Assistant:\n#{msg[:content]}"
               elsif msg[:type] == :tool
-                memo << "\n### Assistant:\n"
+                memo << "\n### User:\n"
-
+                memo << tool_result_to_xml(msg)
-                memo << (<<~TEXT).strip
-                <function_results>
-                <result>
-                <tool_name>#{msg[:id]}</tool_name>
-                <json>
-                #{msg[:content]}
-                </json>
-                </result>
-                </function_results>
-                TEXT
               else
                 memo << "\n### User:\n#{msg[:content]}"
               end

lib/completions/prompt.rb

@@ -38,9 +38,10 @@ module DiscourseAi
         @tools = tools
       end
 
-      def push(type:, content:, id: nil)
+      def push(type:, content:, id: nil, name: nil)
         return if type == :system
         new_message = { type: type, content: content }
+        new_message[:name] = name.to_s if name
         new_message[:id] = id.to_s if id
 
         validate_message(new_message)
@@ -62,7 +63,7 @@ module DiscourseAi
           raise ArgumentError, "message type must be one of #{valid_types}"
         end
 
-        valid_keys = %i[type content id]
+        valid_keys = %i[type content id name]
         if (invalid_keys = message.keys - valid_keys).any?
           raise ArgumentError, "message contains invalid keys: #{invalid_keys}"
         end

spec/lib/completions/dialects/chat_gpt_spec.rb

@@ -62,7 +62,12 @@ RSpec.describe DiscourseAi::Completions::Dialects::ChatGpt do
               },
             ],
           },
-          { role: "tool", content: "I'm a tool result".to_json, tool_call_id: "tool_id" },
+          {
+            role: "tool",
+            content: "I'm a tool result".to_json,
+            tool_call_id: "tool_id",
+            name: "get_weather",
+          },
         ],
       )
     end

spec/lib/completions/dialects/claude_spec.rb

@@ -37,10 +37,20 @@ RSpec.describe DiscourseAi::Completions::Dialects::Claude do
 
       Human: user1: This is a new message by a user
 
-      Assistant:
+      Assistant: <function_calls>
+      <invoke>
+      <tool_name>get_weather</tool_name>
+      <parameters>
+      <location>Sydney</location>
+      <unit>c</unit>
+      </parameters>
+      </invoke>
+      </function_calls>
+
+      Human:
       <function_results>
       <result>
-      <tool_name>tool_id</tool_name>
+      <tool_name>get_weather</tool_name>
       <json>
       "I'm a tool result"
       </json>

spec/lib/completions/dialects/dialect_context.rb

@@ -51,9 +51,10 @@ class DialectContext
       {
         type: :tool_call,
         id: "tool_id",
-        content: { name: "get_weather", arguments: { location: "Sydney", unit: "c" } }.to_json,
+        name: "get_weather",
+        content: { arguments: { location: "Sydney", unit: "c" } }.to_json,
       },
-      { type: :tool, id: "tool_id", content: "I'm a tool result".to_json },
+      { type: :tool, id: "tool_id", name: "get_weather", content: "I'm a tool result".to_json },
     ]
 
     a_prompt = prompt

spec/lib/completions/dialects/gemini_spec.rb

@@ -72,7 +72,7 @@ RSpec.describe DiscourseAi::Completions::Dialects::Gemini do
             role: "function",
             parts: {
               functionResponse: {
-                name: "tool_id",
+                name: "get_weather",
                 response: {
                   content: "I'm a tool result".to_json,
                 },

spec/lib/completions/dialects/mixtral_spec.rb

@@ -34,9 +34,18 @@ RSpec.describe DiscourseAi::Completions::Dialects::Mixtral do
       [INST]This is a message by a user[/INST]
       I'm a previous bot reply, that's why there's no user</s>
       [INST]This is a new message by a user[/INST]
+      <function_calls>
+      <invoke>
+      <tool_name>get_weather</tool_name>
+      <parameters>
+      <location>Sydney</location>
+      <unit>c</unit>
+      </parameters>
+      </invoke>
+      </function_calls>
       <function_results>
       <result>
-      <tool_name>tool_id</tool_name>
+      <tool_name>get_weather</tool_name>
       <json>
       "I'm a tool result"
       </json>

spec/lib/completions/dialects/orca_style_spec.rb

@@ -38,9 +38,19 @@ RSpec.describe DiscourseAi::Completions::Dialects::OrcaStyle do
       ### User:
       This is a new message by a user
       ### Assistant:
+      <function_calls>
+      <invoke>
+      <tool_name>get_weather</tool_name>
+      <parameters>
+      <location>Sydney</location>
+      <unit>c</unit>
+      </parameters>
+      </invoke>
+      </function_calls>
+      ### User:
       <function_results>
       <result>
-      <tool_name>tool_id</tool_name>
+      <tool_name>get_weather</tool_name>
       <json>
       "I'm a tool result"
       </json>

spec/lib/modules/ai_bot/personas/persona_spec.rb

@@ -89,11 +89,19 @@ RSpec.describe DiscourseAi::AiBot::Personas::Persona do
         <prompts>["pic3"]</prompts>
         </parameters>
         </invoke>
+        <invoke>
+        <tool_name>unknown</tool_name>
+        <tool_id>abc</tool_id>
+        <parameters>
+        <prompts>["pic3"]</prompts>
+        </parameters>
+        </invoke>
       </function_calls>
     XML
-    dall_e1, dall_e2 = DiscourseAi::AiBot::Personas::DallE3.new.find_tools(xml)
+    dall_e1, dall_e2 = tools = DiscourseAi::AiBot::Personas::DallE3.new.find_tools(xml)
     expect(dall_e1.parameters[:prompts]).to eq(["cat oil painting", "big car"])
     expect(dall_e2.parameters[:prompts]).to eq(["pic3"])
+    expect(tools.length).to eq(2)
   end
 
   describe "custom personas" do