From 6229d5e0e06bf0bb535f7fff23c460e63ceab3f3 Mon Sep 17 00:00:00 2001
From: hexastack <talebhassan.ikbel@gmail.com>
Date: Thu, 24 Apr 2025 17:02:26 +0100
Subject: [PATCH 1/3] fix: llm blu confidence

---
 .../extensions/helpers/llm-nlu/index.helper.ts |  4 ++--
 api/src/helper/types.ts                        | 18 +++++++++++-------
 2 files changed, 13 insertions(+), 9 deletions(-)

diff --git a/api/src/extensions/helpers/llm-nlu/index.helper.ts b/api/src/extensions/helpers/llm-nlu/index.helper.ts
index ab33d7a2..26b1a799 100644
--- a/api/src/extensions/helpers/llm-nlu/index.helper.ts
+++ b/api/src/extensions/helpers/llm-nlu/index.helper.ts
@@ -1,5 +1,5 @@
 /*
- * Copyright © 2024 Hexastack. All rights reserved.
+ * Copyright © 2025 Hexastack. All rights reserved.
  *
  * Licensed under the GNU Affero General Public License v3.0 (AGPLv3) with the following additional terms:
  * 1. The name "Hexabot" is a trademark of Hexastack. You may not use this name in derivative works without express written permission.
@@ -168,7 +168,7 @@ export default class LlmNluHelper
       traits.push({
         entity: name,
         value,
-        confidence: 100,
+        confidence: 1,
       });
     }
 
diff --git a/api/src/helper/types.ts b/api/src/helper/types.ts
index 95f1601c..a4785983 100644
--- a/api/src/helper/types.ts
+++ b/api/src/helper/types.ts
@@ -6,6 +6,8 @@
  * 2. All derivative works must include clear attribution to the original creator and software, Hexastack and Hexabot, in a prominent location (e.g., in the software's "About" section, documentation, and README file).
  */
 
+import { z } from 'zod';
+
 import { SettingCreateDto } from '@/setting/dto/setting.dto';
 import { HyphenToUnderscore } from '@/utils/types/extension';
 
@@ -15,13 +17,15 @@ import BaseNlpHelper from './lib/base-nlp-helper';
 import BaseStorageHelper from './lib/base-storage-helper';
 
 export namespace NLU {
-  export interface ParseEntity {
-    entity: string; // Entity name
-    value: string; // Value name
-    confidence: number;
-    start?: number;
-    end?: number;
-  }
+  const ParseEntitySchema = z.object({
+    entity: z.string(),
+    value: z.string(),
+    confidence: z.number().min(0).max(1),
+    start: z.number().optional(),
+    end: z.number().optional(),
+  });
+
+  export type ParseEntity = z.infer<typeof ParseEntitySchema>;
 
   export interface ParseEntities {
     entities: ParseEntity[];

From 828fdd96839e1a1d74378031d3fb1a7f8a748e98 Mon Sep 17 00:00:00 2001
From: hexastack <talebhassan.ikbel@gmail.com>
Date: Fri, 25 Apr 2025 08:28:31 +0100
Subject: [PATCH 2/3] fix: update confidence~ value

---
 api/src/extensions/helpers/llm-nlu/index.helper.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/api/src/extensions/helpers/llm-nlu/index.helper.ts b/api/src/extensions/helpers/llm-nlu/index.helper.ts
index 26b1a799..9834a49b 100644
--- a/api/src/extensions/helpers/llm-nlu/index.helper.ts
+++ b/api/src/extensions/helpers/llm-nlu/index.helper.ts
@@ -146,7 +146,7 @@ export default class LlmNluHelper
       {
         entity: 'language',
         value: language || defaultLanguage.code,
-        confidence: 100,
+        confidence: 1,
       },
     ];
     for await (const { name, doc, prompt, values } of this

From 949c5aded043644356f916755e1f95aa713c76f4 Mon Sep 17 00:00:00 2001
From: hexastack <talebhassan.ikbel@gmail.com>
Date: Mon, 5 May 2025 08:16:46 +0100
Subject: [PATCH 3/3] fix: remove unnecessary zod schema

---
 api/src/helper/types.ts | 18 +++++++-----------
 1 file changed, 7 insertions(+), 11 deletions(-)

diff --git a/api/src/helper/types.ts b/api/src/helper/types.ts
index a4785983..95f1601c 100644
--- a/api/src/helper/types.ts
+++ b/api/src/helper/types.ts
@@ -6,8 +6,6 @@
  * 2. All derivative works must include clear attribution to the original creator and software, Hexastack and Hexabot, in a prominent location (e.g., in the software's "About" section, documentation, and README file).
  */
 
-import { z } from 'zod';
-
 import { SettingCreateDto } from '@/setting/dto/setting.dto';
 import { HyphenToUnderscore } from '@/utils/types/extension';
 
@@ -17,15 +15,13 @@ import BaseNlpHelper from './lib/base-nlp-helper';
 import BaseStorageHelper from './lib/base-storage-helper';
 
 export namespace NLU {
-  const ParseEntitySchema = z.object({
-    entity: z.string(),
-    value: z.string(),
-    confidence: z.number().min(0).max(1),
-    start: z.number().optional(),
-    end: z.number().optional(),
-  });
-
-  export type ParseEntity = z.infer<typeof ParseEntitySchema>;
+  export interface ParseEntity {
+    entity: string; // Entity name
+    value: string; // Value name
+    confidence: number;
+    start?: number;
+    end?: number;
+  }
 
   export interface ParseEntities {
     entities: ParseEntity[];