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Fixed bug in Explain. And added audit for profile name #16

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merged 1 commit into from
Feb 20, 2025
Merged

Fixed bug in Explain. And added audit for profile name #16

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101 changes: 88 additions & 13 deletions apex/select-ai-chat/f101.sql
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@ prompt APPLICATION 101 - ADB Chat
-- Application Export:
-- Application: 101
-- Name: ADB Chat
-- Date and Time: 23:34 Thursday February 13, 2025
-- Date and Time: 19:45 Thursday February 20, 2025
-- Exported By: ADBCHAT
-- Flashback: 0
-- Export Type: Application Export
Expand Down Expand Up @@ -242524,6 +242524,7 @@ wwv_flow_imp_page.create_page_process(
' l_has_summary number;',
' l_prompt varchar2(4000);',
' v_profile_name varchar2(100);',
' v_summary_profile_name varchar2(100);',
' l_profile_names user_cloud_ai_profiles.profile_name%type := lower(APEX_UTIL.GET_PREFERENCE( ',
' p_preference => ''CLOUD_AI_PROFILE'',',
' p_user => :APP_USER));',
Expand All @@ -242532,9 +242533,18 @@ wwv_flow_imp_page.create_page_process(
' -- Is this a chat or ask database?',
' b_is_chat := case when upper(:P1_ASK_ADB) = ''Y'' then false else true end;',
'',
' -- Get the AI profile for this prompt. It will choose from the list of profiles that were selected by the user',
' v_profile_name:= ADB_CHAT.get_profile(',
' profile_names => JSON(l_profile_names),',
' prompt => :P1_PROMPT,',
' is_chat => b_is_chat',
' );',
'',
' v_profile_name := UPPER(v_profile_name);',
'',
' -- Generate response using prompt and profiles',
' j_response:= ADB_CHAT.generate(',
' profile_names => JSON(l_profile_names),',
' profile_name => v_profile_name,',
' prompt => :P1_PROMPT,',
' is_chat => b_is_chat',
' );',
Expand All @@ -242553,8 +242563,8 @@ wwv_flow_imp_page.create_page_process(
'',
' if l_has_summary = 0 then',
' -- Yes! Generate the summary b/c one does not exist.',
' -- get a profile to generate the response:',
' v_profile_name:= ADB_CHAT.get_profile(',
' -- get a profile to generate the response. ',
' v_summary_profile_name:= ADB_CHAT.get_profile(',
' profile_names => JSON(l_profile_names),',
' prompt => :P1_PROMPT,',
' is_chat => true',
Expand All @@ -242563,7 +242573,7 @@ wwv_flow_imp_page.create_page_process(
' l_prompt := dbms_cloud_ai.generate(',
' prompt => ''Rewrite as a short title : ''||:P1_PROMPT,',
' action => ''chat'',',
' profile_name => v_profile_name',
' profile_name => v_summary_profile_name',
' );',
'',
' ',
Expand All @@ -242572,8 +242582,8 @@ wwv_flow_imp_page.create_page_process(
' ',
' end if;',
'',
' insert into ADB_CHAT_PROMPTS (conv_id, prompt, response, asked_on, showsql) ',
' values (:p1_conv_id, :p1_prompt, c_response, systimestamp, c_sql);',
' insert into ADB_CHAT_PROMPTS (conv_id, profile_name, prompt, response, asked_on, showsql) ',
' values (:p1_conv_id, v_profile_name, :p1_prompt, c_response, systimestamp, c_sql);',
'',
'end;'))
,p_process_clob_language=>'PLSQL'
Expand Down Expand Up @@ -243663,6 +243673,9 @@ wwv_flow_imp_page.create_page(
' word-wrap: break-word;',
' font-family: inherit;',
' font-size: inherit;',
'}',
'.CodeMirror{',
'height : 45vh!important',
'}'))
,p_page_template_options=>'#DEFAULT#'
,p_protection_level=>'C'
Expand Down Expand Up @@ -243716,8 +243729,9 @@ wwv_flow_imp_page.create_page_plug(
'begin',
'',
'',
' SELECT SHOWSQL into l_showsql FROM ADB_CHAT_PROMPTS WHERE ID = :P3_CURRENT_ID;',
' SELECT PROMPT into l_prompt FROM ADB_CHAT_PROMPTS WHERE ID = :P3_CURRENT_ID;',
' SELECT SHOWSQL INTO l_showsql FROM ADB_CHAT_PROMPTS WHERE ID = :P3_CURRENT_ID;',
' SELECT PROMPT INTO l_prompt FROM ADB_CHAT_PROMPTS WHERE ID = :P3_CURRENT_ID;',
' SELECT PROFILE_NAME INTO l_profile_name FROM ADB_CHAT_PROMPTS WHERE ID = :P3_CURRENT_ID;',
'',
' -- You can''t get an explanation if the current model was changed to Vector Search',
' SELECT count(*) ',
Expand Down Expand Up @@ -244460,6 +244474,10 @@ wwv_flow_imp_shared.create_install_script(
,p_sequence=>10
,p_script_type=>'INSTALL'
,p_script_clob=>wwv_flow_string.join(wwv_flow_t_varchar2(
'drop table if EXISTS ADB_CHAT_PROMPTS;',
'drop table if EXISTS ADB_CHAT_CONVERSATIONS;',
'',
'',
' CREATE TABLE "ADB_CHAT_CONVERSATIONS" ',
' ( "ID" NUMBER GENERATED BY DEFAULT ON NULL AS IDENTITY MINVALUE 1 MAXVALUE 9999999999999999999999999999 INCREMENT BY 1 START WITH 1 CACHE 20 NOORDER NOCYCLE NOKEEP NOSCALE NOT NULL ENABLE, ',
' "SUMMARY" VARCHAR2(4000 CHAR), ',
Expand All @@ -244472,6 +244490,7 @@ wwv_flow_imp_shared.create_install_script(
' CREATE TABLE "ADB_CHAT_PROMPTS" ',
' ( "ID" NUMBER GENERATED BY DEFAULT ON NULL AS IDENTITY MINVALUE 1 MAXVALUE 9999999999999999999999999999 INCREMENT BY 1 START WITH 1 CACHE 20 NOORDER NOCYCLE NOKEEP NOSCALE NOT NULL ENABLE, ',
' "CONV_ID" NUMBER NOT NULL ENABLE, ',
' "PROFILE_NAME" VARCHAR2(400), ',
' "PROMPT" VARCHAR2(4000 CHAR), ',
' "RESPONSE" CLOB, ',
' "ASKED_ON" TIMESTAMP (6), ',
Expand All @@ -244485,6 +244504,7 @@ wwv_flow_imp_shared.create_install_script(
'',
' CREATE INDEX "ADB_CHAT_PROMPTS_I1" ON "ADB_CHAT_PROMPTS" ("CONV_ID") ',
' ;',
'',
'create or replace PACKAGE adb_chat AS',
' /**',
' * Generate SQL or return a response from the given prompt. Pass multiple profile names to if you want to search across multiple domains.',
Expand All @@ -244499,6 +244519,18 @@ wwv_flow_imp_shared.create_install_script(
' FUNCTION generate(profile_names JSON, prompt clob, is_chat boolean default false) RETURN JSON;',
'',
' /**',
' * Generate SQL or return a response from the given prompt. Pass a single profile name.',
' * If you do pass multiple profile names, you will need to provide a description when define the profile using dbms_cloud_ai.create_profile(description => ''xx'')',
' * @param profile_name : A single profile name that will be used to generate the response',
' * @param prompt : The question you would like to get an answer to',
' * @return : A JSON object with the fillowing attributes: ',
' sql : the generated SQL for a natural language query',
' response : the narrated response to a question. ',
' error : true | false. There was an error processing the request.',
' */',
' FUNCTION generate(profile_name VARCHAR2, prompt clob, is_chat boolean default false) RETURN JSON;',
'',
' /**',
' * Returns the profile name that will be used to process the prompt. See above for details',
' * This can be called independently. It is called by the generate function.',
' * @param profile_names : List of profile names in a JSON array ["profile1", "profile2"]',
Expand All @@ -244520,8 +244552,11 @@ wwv_flow_imp_shared.create_install_script(
'/',
'',
'',
'',
'',
'',
'create or replace PACKAGE BODY adb_chat AS',
' /**',
' /**',
' * Generate SQL or return a response from the given prompt. Pass multiple profile names to if you want to search across multiple domains.',
' * If you do pass multiple profile names, you will need to provide a description when define the profile using dbms_cloud_ai.create_profile(description => ''xx'')',
' * @param profile_names : List of profile names in a JSON array ["profile1", "profile2"]',
Expand All @@ -244541,8 +244576,45 @@ wwv_flow_imp_shared.create_install_script(
' -- Get the profile',
' v_profile_name := get_profile(profile_names, prompt, is_chat);',
'',
' -- Get the response',
' j_response := generate(v_profile_name, prompt, is_chat);',
'',
' -- Return the JSON doc',
' RETURN j_response; ',
' END;',
'',
'',
' /**',
' * Generate SQL or return a response from the given prompt. Pass a single profile name.',
' * If you do pass multiple profile names, you will need to provide a description when define the profile using dbms_cloud_ai.create_profile(description => ''xx'')',
' * @param profile_name : A single profile name that will be used to generate the response',
' * @param prompt : The question you would like to get an answer to',
' * @return : A JSON object with the fillowing attributes: ',
' sql : the generated SQL for a natural language query',
' response : the narrated response to a question. ',
' error : true | false. There was an error processing the request.',
' */',
' FUNCTION generate(profile_name VARCHAR2, prompt clob, is_chat boolean default false) RETURN JSON IS',
' v_profile_name varchar2(100);',
' v_action VARCHAR2(100);',
' j_response JSON;',
' c_response CLOB;',
' i_uses_vector_index NUMBER;',
' i_num_profiles NUMBER;',
' c_sql clob;',
' i_cursor NUMBER := dbms_sql.open_cursor;',
'',
' BEGIN',
' -- Ensure the profile is valid',
' v_profile_name := upper(profile_name);',
'',
' SELECT COUNT(profile_name)',
' INTO i_num_profiles',
' FROM user_cloud_ai_profiles',
' WHERE profile_name = v_profile_name;',
'',
' -- If CHAT, then simply call the model to get an answer',
' IF is_chat and v_profile_name is not null THEN',
' IF is_chat and v_profile_name is not null AND i_num_profiles !=0 THEN',
' c_response := dbms_cloud_ai.generate(',
' prompt => prompt,',
' action => ''chat'',',
Expand All @@ -244555,7 +244627,7 @@ wwv_flow_imp_shared.create_install_script(
' ''error'' VALUE false',
' RETURNING JSON);',
'',
' ELSIF v_profile_name IS NULL THEN',
' ELSIF v_profile_name IS NULL OR i_num_profiles = 0 THEN',
' -- There''s no AI profile, so error out.',
' j_response := JSON_OBJECT(',
' ''sql'' VALUE null,',
Expand Down Expand Up @@ -244590,7 +244662,7 @@ wwv_flow_imp_shared.create_install_script(
' ELSE',
' -- NL2SQL: generate the sql and then execute it',
' c_sql := dbms_cloud_ai.generate(',
' prompt => prompt || '' format column headings using camel case with spaces.'',',
' prompt => prompt,',
' action => ''showsql'',',
' profile_name => v_profile_name',
' );',
Expand Down Expand Up @@ -244766,6 +244838,9 @@ wwv_flow_imp_shared.create_install_script(
'END adb_chat;',
'/',
'',
'',
'',
'',
' '))
);
wwv_flow_imp_shared.create_install_object(
Expand Down