From c98eeb1f0502762a56cfb03f59ae2435950be819 Mon Sep 17 00:00:00 2001
From: AndzejsP <andzejs.poprockis@gmail.com>
Date: Wed, 21 Jun 2023 08:44:25 +0300
Subject: [PATCH 1/7] small fix

---
 web/src/components/UniversalForm.vue | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/web/src/components/UniversalForm.vue b/web/src/components/UniversalForm.vue
index 2c20c74d..52002e3f 100644
--- a/web/src/components/UniversalForm.vue
+++ b/web/src/components/UniversalForm.vue
@@ -1,13 +1,13 @@
 <template>
     <div v-if="show" class="fixed top-0 left-0 right-0 bottom-0 flex items-center justify-center bg-black bg-opacity-50 p-4">
-        <div class="relative w-full max-w-md">
+        <div class="relative w-full max-w-md ">
 
             <div
-                class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone-panel dark:bg-bg-dark-tone-panel duration-150 shadow-lg h-screen no-scrollbar overflow-auto ">
+                class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone-panel dark:bg-bg-dark-tone-panel duration-150 shadow-lg max-h-screen">
                 <div class="flex flex-row flex-grow items-center mb-2">
                     <div class="grow flex items-center">
                         <i data-feather="sliders" class="mr-2 flex-shrink-0"></i>
-                        <h3 class="text-lg font-semibold cursor-pointer select-none mr-2">
+                        <h3 class="text-lg font-semibold select-none mr-2">
                             {{ title }}</h3>
                     </div>
 
@@ -27,7 +27,7 @@
                     </div>
                 </div>
                 <!-- FORM AREA -->
-                <div class="flex flex-col relative">
+                <div class="flex flex-col relative no-scrollbar overflow-y-scroll">
 
                     <div class="mb-2 " v-for="(item, index) in controls_array">
 

From b04dbb2c9cc0f5a103b21f810550046c1c997319 Mon Sep 17 00:00:00 2001
From: AndzejsP <andzejs.poprockis@gmail.com>
Date: Wed, 21 Jun 2023 13:19:19 +0300
Subject: [PATCH 2/7] wip

---
 web/src/components/UniversalForm.vue | 80 ++++++++++++++++++----------
 web/src/views/SettingsView.vue       |  6 +--
 2 files changed, 56 insertions(+), 30 deletions(-)

diff --git a/web/src/components/UniversalForm.vue b/web/src/components/UniversalForm.vue
index 52002e3f..aca7bf81 100644
--- a/web/src/components/UniversalForm.vue
+++ b/web/src/components/UniversalForm.vue
@@ -1,10 +1,11 @@
 <template>
-    <div v-if="show" class="fixed top-0 left-0 right-0 bottom-0 flex items-center justify-center bg-black bg-opacity-50 p-4">
+    <div v-if="show"
+        class="fixed top-0 left-0 right-0 bottom-0 flex items-center justify-center bg-black bg-opacity-50 p-4">
         <div class="relative w-full max-w-md ">
 
             <div
-                class="flex flex-col mb-2 p-3 rounded-lg bg-bg-light-tone-panel dark:bg-bg-dark-tone-panel duration-150 shadow-lg max-h-screen">
-                <div class="flex flex-row flex-grow items-center mb-2">
+                class="flex flex-col  rounded-lg bg-bg-light-tone-panel dark:bg-bg-dark-tone-panel duration-150 shadow-lg max-h-screen">
+                <div class="flex flex-row flex-grow items-center m-2 p-1">
                     <div class="grow flex items-center">
                         <i data-feather="sliders" class="mr-2 flex-shrink-0"></i>
                         <h3 class="text-lg font-semibold select-none mr-2">
@@ -15,7 +16,7 @@
                     <!-- CLOSE BUTTON -->
                     <div class="items-end">
                         <button type="button" @click.stop="hide(false)" title="Close"
-                            class=" text-gray-400 bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm p-1.5 ml-auto inline-flex items-center dark:hover:bg-gray-800 dark:hover:text-white">
+                            class=" bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm p-1.5 ml-auto inline-flex items-center dark:hover:bg-gray-800 dark:hover:text-white">
                             <svg aria-hidden="true" class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20"
                                 xmlns="http://www.w3.org/2000/svg">
                                 <path fill-rule="evenodd"
@@ -27,26 +28,51 @@
                     </div>
                 </div>
                 <!-- FORM AREA -->
-                <div class="flex flex-col relative no-scrollbar overflow-y-scroll">
+                <div class="flex flex-col relative no-scrollbar overflow-y-scroll p-2">
+                    <!-- odd:bg-bg-light-tone odd:dark:bg-bg-dark-tone even:bg-bg-light-tone-panel dark:even:bg-bg-dark-tone-panel -->
+                    <div class="px-2 " v-for="(item, index) in controls_array">
+                        <div class="">
+                            <div v-if="item.type != 'bool'">
+                                <label class="flex item-center gap-2 text-sm font-medium text-gray-900 dark:text-white"
+                                    for="file_input">
+                                    {{ item.name }}:
 
-                    <div class="mb-2 " v-for="(item, index) in controls_array">
+                                    <label class="relative inline-flex items-center mb-5 cursor-pointer">
+                                        <input type="checkbox" value="" class="sr-only peer">
+                                        <div class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-secondary">
+                                            <i data-feather="help-circle" class="w-5 h-5 "></i>
+                                        </div>
+                                        <p class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2 hidden peer-checked:visible">
+                                    {{ item.help }}
+                                </p>
+                                    </label>
+
+                                    <button class="text-sm  hover:text-secondary duration-75 active:scale-90" title="Help"
+                                        type="toggle" @click.stop="">
+
+                                    </button>
+                                </label>
 
 
-                        <div class="mb-3">
-                            <label class="block mb-2 text-sm font-medium text-gray-900 dark:text-white" for="file_input">
-                                {{ item.name }}:
-                            </label>
+                                <input type="text" v-model="item.value"
+                                    class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500"
+                                    placeholder="Enter value">
 
-                            <input type="text" v-model="item.value"
-                                class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500"
-                                placeholder="Enter value">
-
-                            <input v-if="(item.min != null && item.max != null)" type="range" v-model="item.value"
-                                :min="item.min" :max="item.max" step="0.1"
-                                class="flex-none h-2 w-full bg-gray-200 rounded-lg appearance-none cursor-pointer dark:bg-gray-700  focus:ring-blue-500 focus:border-blue-500  dark:border-gray-600 dark:placeholder-gray-400  dark:focus:ring-blue-500 dark:focus:border-blue-500">
+                                <input v-if="(item.min != null && item.max != null)" type="range" v-model="item.value"
+                                    :min="item.min" :max="item.max" step="0.1"
+                                    class="flex-none h-2 w-full bg-gray-200 rounded-lg appearance-none cursor-pointer dark:bg-gray-700  focus:ring-blue-500 focus:border-blue-500  dark:border-gray-600 dark:placeholder-gray-400  dark:focus:ring-blue-500 dark:focus:border-blue-500">
+                            </div>
+                        </div>
+                        <div v-if="item.type == 'bool'">
+                            <div class="flex items-center ">
+                                <input type="checkbox" v-model="item.value"
+                                    class="w-4 h-4 text-blue-600 bg-gray-100 border-gray-300 rounded focus:ring-blue-500 dark:focus:ring-blue-600 dark:ring-offset-gray-800 focus:ring-2 dark:bg-gray-700 dark:border-gray-600">
+                                <label for="default-checkbox" class="ml-2 text-sm font-medium">{{ item.name
+                                }}</label>
+                            </div>
 
                         </div>
-
+                        <hr class="h-px my-4 bg-gray-200 border-0 dark:bg-gray-700">
                     </div>
 
                     <!-- SUBMIT AND CANCEL BUTTONS -->
@@ -112,15 +138,15 @@ export default {
             }
         },
         showForm(controls_array, title, ConfirmButtonText, DenyButtonText) {
-      this.ConfirmButtonText =ConfirmButtonText || this.ConfirmButtonText
-      this.DenyButtonText =DenyButtonText || this.DenyButtonText
-      return new Promise((resolve) => {
-        this.controls_array = controls_array;
-        this.show = true;
-        this.title=title || this.title
-        this.resolve = resolve;
-      });
-    },
+            this.ConfirmButtonText = ConfirmButtonText || this.ConfirmButtonText
+            this.DenyButtonText = DenyButtonText || this.DenyButtonText
+            return new Promise((resolve) => {
+                this.controls_array = controls_array;
+                this.show = true;
+                this.title = title || this.title
+                this.resolve = resolve;
+            });
+        },
 
     },
     watch: {
diff --git a/web/src/views/SettingsView.vue b/web/src/views/SettingsView.vue
index 96355d1d..0dda61b8 100644
--- a/web/src/views/SettingsView.vue
+++ b/web/src/views/SettingsView.vue
@@ -1192,12 +1192,12 @@ export default {
         },
         onSettingsBinding() {
 
-            const arr = '[{"name":"Configuration 1","value":0,"type":"int","min":0,"max":100},{"name":"Configuration 1.1","value":0,"type":"int","min":null,"max":null},{"name":"Configuration 2","value":"blabla","type":"str","min":null,"max":null},{"name":"Configuration 1.1","value":0,"type":"int","min":null,"max":null},{"name":"Configuration 2","value":"blabla","type":"str","min":null,"max":null},{"name":"Configuration 1.1","value":0,"type":"int","min":null,"max":null},{"name":"Configuration 2","value":"blabla","type":"str","min":null,"max":null},{"name":"Configuration 1.1","value":0,"type":"int","min":null,"max":null},{"name":"Configuration 2","value":"blabla","type":"str","min":null,"max":null},{"name":"Configuration 1.1","value":0,"type":"int","min":null,"max":null},{"name":"Configuration 2","value":"blabla","type":"str","min":null,"max":null},{"name":"Configuration 1.1","value":0,"type":"int","min":null,"max":null},{"name":"Configuration 2","value":"blabla","type":"str","min":null,"max":null}]'
+            const arr = '[{"name":"model_name","type":"str","value":"DreamShaper_5_beta2_noVae_half_pruned.ckpt", "help":"Name of the model to be loaded for stable diffusion generation"},{"name":"ddim_steps","type":"int","value":50, "min":10, "max":1024},{"name":"scale","type":"float","value":7.5, "min":0.1, "max":100.0},{"name":"W","type":"int","value":512, "min":10, "max":2048},{"name":"H","type":"int","value":512, "min":10, "max":2048},{"name":"skip_grid","type":"bool","value":true,"help":"Skip building a grid of generated images"},{"name":"batch_size","type":"int","value":1, "min":1, "max":100,"help":"Number of images per batch (requires more memory)"},{"name":"num_images","type":"int","value":1, "min":1, "max":100,"help":"Number of batch of images to generate (to speed up put a batch of n and a single num images, to save vram, put a batch of 1 and num_img of n)"},{"name":"seed","type":"int","value":-1},                {"name":"servers_addresses","type":"list","value":[], "help":"A list of server addresses for example [\'http://localhost:9601\', \'http://localhost:9602\']"},{"name":"keep_only_active_servers","type":"bool","value":true, "help":"If true, then only active servers will be kept in the loop"},{"name":"sampler_name","type":"str","value":"ddim","help":"Supported sampler names: ddim, dpms, plms", "options":["ddim","dpms","plms"]}]'
             const arr2 = JSON.parse(arr)
-    
 
 
-            //this.$refs.universalForm.showForm(arr2, "Baba booey form", "Go for torps", "go home") // disabled to not break UI just add endpoint or anything
+
+            this.$refs.universalForm.showForm(arr2, "Baba booey form", "Go for torps", "go home") // disabled to not break UI just add endpoint or anything
         },
         // messagebox ok stuff
         onMessageBoxOk() {

From fe56fbfb318709c4ca9b3adc506d97ba5a74fe78 Mon Sep 17 00:00:00 2001
From: AndzejsP <andzejs.poprockis@gmail.com>
Date: Wed, 21 Jun 2023 13:34:25 +0300
Subject: [PATCH 3/7] wiiip

---
 web/src/components/UniversalForm.vue | 26 +++++++++++++++++---------
 1 file changed, 17 insertions(+), 9 deletions(-)

diff --git a/web/src/components/UniversalForm.vue b/web/src/components/UniversalForm.vue
index aca7bf81..4affe906 100644
--- a/web/src/components/UniversalForm.vue
+++ b/web/src/components/UniversalForm.vue
@@ -33,18 +33,26 @@
                     <div class="px-2 " v-for="(item, index) in controls_array">
                         <div class="">
                             <div v-if="item.type != 'bool'">
-                                <label class="flex item-center gap-2 text-sm font-medium text-gray-900 dark:text-white"
+                                <label class="relative flex item-center gap-2 text-sm font-medium text-gray-900 dark:text-white"
                                     for="file_input">
-                                    {{ item.name }}:
-
-                                    <label class="relative inline-flex items-center mb-5 cursor-pointer">
-                                        <input type="checkbox" value="" class="sr-only peer">
-                                        <div class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-secondary">
+                                    <div>
+                                        {{ item.name }}:
+                                    </div>
+                                   
+       
+                                    <label class="relative inline-flex mb-5 cursor-pointer">
+                                        <input type="checkbox" value="" class="sr-only peer" >
+                                        <div
+                                            class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-secondary">
                                             <i data-feather="help-circle" class="w-5 h-5 "></i>
                                         </div>
-                                        <p class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2 hidden peer-checked:visible">
-                                    {{ item.help }}
-                                </p>
+                                        <div class="peer-checked:hidden">
+                                            <p class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
+                                            {{ item.help }}
+                                        </p>
+
+                                        </div>
+
                                     </label>
 
                                     <button class="text-sm  hover:text-secondary duration-75 active:scale-90" title="Help"

From e7d825c8e4cd7c1695313ea92daa2eb7a36e7fe9 Mon Sep 17 00:00:00 2001
From: Saifeddine ALOUI <aloui.seifeddine@gmail.com>
Date: Wed, 21 Jun 2023 13:06:01 +0200
Subject: [PATCH 4/7] to upgrade

---
 api/__init__.py  | 11 -----------
 app.py           |  5 +++--
 requirements.txt |  2 +-
 3 files changed, 4 insertions(+), 14 deletions(-)

diff --git a/api/__init__.py b/api/__init__.py
index f0b3d1eb..8bc0b450 100644
--- a/api/__init__.py
+++ b/api/__init__.py
@@ -149,17 +149,6 @@ class ModelProcess:
 
 
         binding_path = self.lollms_paths.bindings_zoo_path/binding_name
-        if install:
-            # first find out if there is a requirements.txt file
-            install_file_name="install.py"
-            install_script_path = binding_path / install_file_name        
-            if install_script_path.exists() or force_install:
-                module_name = install_file_name[:-3]  # Remove the ".py" extension
-                module_spec = importlib.util.spec_from_file_location(module_name, str(install_script_path))
-                module = importlib.util.module_from_spec(module_spec)
-                module_spec.loader.exec_module(module)
-                if hasattr(module, "Install"):
-                    module.Install(self.config)
 
         # define the full absolute path to the module
         absolute_path = binding_path.resolve()
diff --git a/app.py b/app.py
index 0ebd09ba..4c58c3a5 100644
--- a/app.py
+++ b/app.py
@@ -25,7 +25,8 @@ from tqdm import tqdm
 import subprocess
 import signal
 from lollms.personality import AIPersonality, MSG_TYPE
-from lollms.helpers import ASCIIColors, BaseConfig
+from lollms.config import BaseConfig
+from lollms.helpers import ASCIIColors
 from lollms.paths import LollmsPaths
 from api.db import DiscussionsDB, Discussion
 from api.helpers import compare_lists
@@ -44,7 +45,7 @@ import yaml
 from geventwebsocket.handler import WebSocketHandler
 import logging
 import psutil
-from lollms.binding import LOLLMSConfig
+from lollms.main_config import LOLLMSConfig
 
 log = logging.getLogger('werkzeug')
 log.setLevel(logging.ERROR)
diff --git a/requirements.txt b/requirements.txt
index 78e2e990..63308591 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,7 +7,7 @@ pyyaml
 markdown
 gevent
 gevent-websocket
-lollms==1.2.12
+lollms
 langchain
 requests
 websocket-client
\ No newline at end of file

From ce9ae33f5a9e73e4792a756ff55d5048cb483786 Mon Sep 17 00:00:00 2001
From: AndzejsP <andzejs.poprockis@gmail.com>
Date: Wed, 21 Jun 2023 16:19:40 +0300
Subject: [PATCH 5/7] cleanup

---
 web/src/components/UniversalForm.vue | 39 +++++++++++++++-------------
 1 file changed, 21 insertions(+), 18 deletions(-)

diff --git a/web/src/components/UniversalForm.vue b/web/src/components/UniversalForm.vue
index 4affe906..718d452e 100644
--- a/web/src/components/UniversalForm.vue
+++ b/web/src/components/UniversalForm.vue
@@ -33,34 +33,28 @@
                     <div class="px-2 " v-for="(item, index) in controls_array">
                         <div class="">
                             <div v-if="item.type != 'bool'">
-                                <label class="relative flex item-center gap-2 text-sm font-medium text-gray-900 dark:text-white"
-                                    for="file_input">
+                                <label
+                                    class="mb-2 relative flex item-center gap-2 text-sm font-medium text-gray-900 dark:text-white select-none"
+                                    :class="item.help ? 'cursor-pointer ' : ''">
+                                    <!-- TITLE -->
                                     <div>
                                         {{ item.name }}:
                                     </div>
-                                   
-       
-                                    <label class="relative inline-flex mb-5 cursor-pointer">
-                                        <input type="checkbox" value="" class="sr-only peer" >
+
+                                    <!-- HELP BUTTON -->
+                                    <label v-if="item.help" class="relative inline-flex">
+                                        <input type="checkbox" v-model="item.isHelp" class="sr-only peer">
                                         <div
                                             class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-secondary">
                                             <i data-feather="help-circle" class="w-5 h-5 "></i>
                                         </div>
-                                        <div class="peer-checked:hidden">
-                                            <p class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
-                                            {{ item.help }}
-                                        </p>
-
-                                        </div>
-
                                     </label>
 
-                                    <button class="text-sm  hover:text-secondary duration-75 active:scale-90" title="Help"
-                                        type="toggle" @click.stop="">
-
-                                    </button>
                                 </label>
-
+                                <!-- HELP DESCRIPTION -->
+                                <p v-if="item.isHelp" class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
+                                    {{ item.help }}
+                                </p>
 
                                 <input type="text" v-model="item.value"
                                     class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500"
@@ -148,11 +142,20 @@ export default {
         showForm(controls_array, title, ConfirmButtonText, DenyButtonText) {
             this.ConfirmButtonText = ConfirmButtonText || this.ConfirmButtonText
             this.DenyButtonText = DenyButtonText || this.DenyButtonText
+            //let moddedArr =[]
+            // add aditional values for UI
+            for (let i = 0; i < controls_array.length; i++) {
+                controls_array[i].isHelp = false
+
+            }
+
+
             return new Promise((resolve) => {
                 this.controls_array = controls_array;
                 this.show = true;
                 this.title = title || this.title
                 this.resolve = resolve;
+                console.log('show foam', this.controls_array)
             });
         },
 

From 868871a93c7d5be88ab9bfaf73d26e5b57aa293e Mon Sep 17 00:00:00 2001
From: AndzejsP <andzejs.poprockis@gmail.com>
Date: Wed, 21 Jun 2023 17:56:03 +0300
Subject: [PATCH 6/7] somehow ready

---
 web/src/components/UniversalForm.vue | 148 ++++++++++++++++++++++++---
 web/src/views/SettingsView.vue       |   8 +-
 2 files changed, 137 insertions(+), 19 deletions(-)

diff --git a/web/src/components/UniversalForm.vue b/web/src/components/UniversalForm.vue
index 718d452e..8912c354 100644
--- a/web/src/components/UniversalForm.vue
+++ b/web/src/components/UniversalForm.vue
@@ -31,13 +31,16 @@
                 <div class="flex flex-col relative no-scrollbar overflow-y-scroll p-2">
                     <!-- odd:bg-bg-light-tone odd:dark:bg-bg-dark-tone even:bg-bg-light-tone-panel dark:even:bg-bg-dark-tone-panel -->
                     <div class="px-2 " v-for="(item, index) in controls_array">
-                        <div class="">
-                            <div v-if="item.type != 'bool'">
+
+                        <div v-if="item.type == 'str'">
+                            <div v-if="!item.options">
+
+
                                 <label
-                                    class="mb-2 relative flex item-center gap-2 text-sm font-medium text-gray-900 dark:text-white select-none"
+                                    class="mb-2 relative flex items-center gap-2 text-sm font-medium text-gray-900 dark:text-white select-none"
                                     :class="item.help ? 'cursor-pointer ' : ''">
                                     <!-- TITLE -->
-                                    <div>
+                                    <div class="text-base font-semibold">
                                         {{ item.name }}:
                                     </div>
 
@@ -45,7 +48,7 @@
                                     <label v-if="item.help" class="relative inline-flex">
                                         <input type="checkbox" v-model="item.isHelp" class="sr-only peer">
                                         <div
-                                            class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-secondary">
+                                            class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-primary">
                                             <i data-feather="help-circle" class="w-5 h-5 "></i>
                                         </div>
                                     </label>
@@ -58,21 +61,130 @@
 
                                 <input type="text" v-model="item.value"
                                     class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500"
-                                    placeholder="Enter value">
-
-                                <input v-if="(item.min != null && item.max != null)" type="range" v-model="item.value"
-                                    :min="item.min" :max="item.max" step="0.1"
-                                    class="flex-none h-2 w-full bg-gray-200 rounded-lg appearance-none cursor-pointer dark:bg-gray-700  focus:ring-blue-500 focus:border-blue-500  dark:border-gray-600 dark:placeholder-gray-400  dark:focus:ring-blue-500 dark:focus:border-blue-500">
+                                    placeholder="Enter string">
                             </div>
+                            <div v-if="item.options">
+                                <label
+                                    class="mb-2 relative flex items-center gap-2 text-sm font-medium text-gray-900 dark:text-white select-none"
+                                    :class="item.help ? 'cursor-pointer ' : ''">
+                                    <!-- TITLE -->
+                                    <div class="text-base font-semibold">
+                                        {{ item.name }}:
+                                    </div>
+
+                                    <!-- HELP BUTTON -->
+                                    <label v-if="item.help" class="relative inline-flex">
+                                        <input type="checkbox" v-model="item.isHelp" class="sr-only peer">
+                                        <div
+                                            class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-primary">
+                                            <i data-feather="help-circle" class="w-5 h-5 "></i>
+                                        </div>
+                                    </label>
+
+                                </label>
+                                <!-- HELP DESCRIPTION -->
+                                <p v-if="item.isHelp" class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
+                                    {{ item.help }}
+                                </p>
+                                <select v-model="item.value"
+                                    class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500">
+
+                                    <option v-for="op in item.options" :value="op" :selected="item.value === op">{{
+                                        op
+                                    }}
+
+                                    </option>
+
+                                </select>
+
+                            </div>
+
+
+                        </div>
+                        <div v-if="item.type == 'int' || item.type == 'float'">
+                            <label
+                                class="mb-2 relative flex items-center gap-2 text-sm font-medium text-gray-900 dark:text-white select-none"
+                                :class="item.help ? 'cursor-pointer ' : ''">
+                                <!-- TITLE -->
+                                <div class="text-base font-semibold">
+                                    {{ item.name }}:
+                                </div>
+
+                                <!-- HELP BUTTON -->
+                                <label v-if="item.help" class="relative inline-flex">
+                                    <input type="checkbox" v-model="item.isHelp" class="sr-only peer">
+                                    <div class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-primary">
+                                        <i data-feather="help-circle" class="w-5 h-5 "></i>
+                                    </div>
+                                </label>
+
+                            </label>
+                            <!-- HELP DESCRIPTION -->
+                            <p v-if="item.isHelp" class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
+                                {{ item.help }}
+                            </p>
+
+                            <input type="number" v-model="item.value"
+                                class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500"
+                                placeholder="Enter number">
+
+                            <input v-if="(item.min != null && item.max != null)" type="range" v-model="item.value"
+                                :min="item.min" :max="item.max" step="0.1"
+                                class="flex-none h-2 w-full bg-gray-200 rounded-lg appearance-none cursor-pointer dark:bg-gray-700  focus:ring-blue-500 focus:border-blue-500  dark:border-gray-600 dark:placeholder-gray-400  dark:focus:ring-blue-500 dark:focus:border-blue-500">
                         </div>
                         <div v-if="item.type == 'bool'">
-                            <div class="flex items-center ">
+                            <div class="mb-2 relative flex items-center gap-2">
+
+                                <label for="default-checkbox" class="text-base font-semibold">
+                                    {{ item.name }}:
+                                </label>
                                 <input type="checkbox" v-model="item.value"
                                     class="w-4 h-4 text-blue-600 bg-gray-100 border-gray-300 rounded focus:ring-blue-500 dark:focus:ring-blue-600 dark:ring-offset-gray-800 focus:ring-2 dark:bg-gray-700 dark:border-gray-600">
-                                <label for="default-checkbox" class="ml-2 text-sm font-medium">{{ item.name
-                                }}</label>
-                            </div>
 
+                                <!-- HELP BUTTON -->
+                                <label v-if="item.help" class="relative inline-flex">
+                                    <input type="checkbox" v-model="item.isHelp" class="sr-only peer">
+                                    <div class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-primary">
+                                        <i data-feather="help-circle" class="w-5 h-5 "></i>
+                                    </div>
+                                </label>
+
+
+                            </div>
+                            <!-- HELP DESCRIPTION -->
+                            <p v-if="item.isHelp" class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
+                                {{ item.help }}
+                            </p>
+
+                        </div>
+                        <div v-if="item.type == 'list'">
+
+
+                            <label
+                                class="mb-2 relative flex items-center gap-2 text-sm font-medium text-gray-900 dark:text-white select-none"
+                                :class="item.help ? 'cursor-pointer ' : ''">
+                                <!-- TITLE -->
+                                <div class="text-base font-semibold">
+                                    {{ item.name }}:
+                                </div>
+
+                                <!-- HELP BUTTON -->
+                                <label v-if="item.help" class="relative inline-flex">
+                                    <input type="checkbox" v-model="item.isHelp" class="sr-only peer">
+                                    <div class="hover:text-secondary duration-75 active:scale-90 peer-checked:text-primary">
+                                        <i data-feather="help-circle" class="w-5 h-5 "></i>
+                                    </div>
+                                </label>
+
+                            </label>
+                            <!-- HELP DESCRIPTION -->
+                            <p v-if="item.isHelp" class="text-sm font-normal text-gray-700 dark:text-gray-400 mb-2">
+                                {{ item.help }}
+                            </p>
+
+                            <input type="text" v-model="item.value"
+                                class="bg-gray-50 border border-gray-300 text-gray-900 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full p-2.5 dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400 dark:text-white dark:focus:ring-blue-500 dark:focus:border-blue-500"
+                                placeholder="Enter comma separated values">
                         </div>
                         <hr class="h-px my-4 bg-gray-200 border-0 dark:bg-gray-700">
                     </div>
@@ -80,7 +192,7 @@
                     <!-- SUBMIT AND CANCEL BUTTONS -->
                     <div class="flex  flex-row flex-grow gap-3">
                         <div class="p-2 text-center grow">
-                            <button @click.stop="hide(true)" type="submit"
+                            <button @click.stop="hide(true)" type="button"
                                 class="mr-2 text-white bg-blue-700 hover:bg-blue-800 focus:ring-4 focus:outline-none focus:ring-blue-300 font-medium rounded-lg text-sm  sm:w-auto px-5 py-2.5 text-center dark:bg-blue-600 dark:hover:bg-blue-700 dark:focus:ring-blue-800">
                                 {{ ConfirmButtonText }}
                             </button>
@@ -134,9 +246,13 @@ export default {
     methods: {
         hide(response) {
             this.show = false;
+            
             if (this.resolve) {
-                this.resolve(response);
+                if(response){
+                    this.resolve(this.controls_array);
                 this.resolve = null;
+                }
+
             }
         },
         showForm(controls_array, title, ConfirmButtonText, DenyButtonText) {
diff --git a/web/src/views/SettingsView.vue b/web/src/views/SettingsView.vue
index 0dda61b8..1e02b26b 100644
--- a/web/src/views/SettingsView.vue
+++ b/web/src/views/SettingsView.vue
@@ -1195,9 +1195,11 @@ export default {
             const arr = '[{"name":"model_name","type":"str","value":"DreamShaper_5_beta2_noVae_half_pruned.ckpt", "help":"Name of the model to be loaded for stable diffusion generation"},{"name":"ddim_steps","type":"int","value":50, "min":10, "max":1024},{"name":"scale","type":"float","value":7.5, "min":0.1, "max":100.0},{"name":"W","type":"int","value":512, "min":10, "max":2048},{"name":"H","type":"int","value":512, "min":10, "max":2048},{"name":"skip_grid","type":"bool","value":true,"help":"Skip building a grid of generated images"},{"name":"batch_size","type":"int","value":1, "min":1, "max":100,"help":"Number of images per batch (requires more memory)"},{"name":"num_images","type":"int","value":1, "min":1, "max":100,"help":"Number of batch of images to generate (to speed up put a batch of n and a single num images, to save vram, put a batch of 1 and num_img of n)"},{"name":"seed","type":"int","value":-1},                {"name":"servers_addresses","type":"list","value":[], "help":"A list of server addresses for example [\'http://localhost:9601\', \'http://localhost:9602\']"},{"name":"keep_only_active_servers","type":"bool","value":true, "help":"If true, then only active servers will be kept in the loop"},{"name":"sampler_name","type":"str","value":"ddim","help":"Supported sampler names: ddim, dpms, plms", "options":["ddim","dpms","plms"]}]'
             const arr2 = JSON.parse(arr)
 
-
-
-            this.$refs.universalForm.showForm(arr2, "Baba booey form", "Go for torps", "go home") // disabled to not break UI just add endpoint or anything
+            const newItem = { name: "babagaga", value: ['lol', 'asdasd', 'hhhhhh'], type: 'list', help: 'smelly ' }
+            arr2.push(newItem)
+           // this.$refs.universalForm.showForm(arr2, "Baba booey form", "Go for torps", "go home").then(res => {
+           //     console.log('finished', res)
+           // }) // disabled to not break UI just add endpoint or anything
         },
         // messagebox ok stuff
         onMessageBoxOk() {

From b455ffc5034154481114aff4d0aeaa00541bea96 Mon Sep 17 00:00:00 2001
From: Saifeddine ALOUI <aloui.seifeddine@gmail.com>
Date: Thu, 22 Jun 2023 00:43:59 +0200
Subject: [PATCH 7/7] upgraded to lollms V2

---
 api/__init__.py | 616 +++++++++++++++---------------------------------
 app.py          |  64 +++--
 2 files changed, 235 insertions(+), 445 deletions(-)

diff --git a/api/__init__.py b/api/__init__.py
index 8bc0b450..202842a9 100644
--- a/api/__init__.py
+++ b/api/__init__.py
@@ -13,8 +13,9 @@ from api.db import DiscussionsDB
 from api.helpers import compare_lists
 from pathlib import Path
 import importlib
+from lollms.config import InstallOption
 from lollms.personality import AIPersonality, MSG_TYPE
-from lollms.binding import LOLLMSConfig
+from lollms.binding import LOLLMSConfig, BindingBuilder, LLMBinding
 from lollms.paths import LollmsPaths
 from lollms.helpers import ASCIIColors
 import multiprocessing as mp
@@ -85,409 +86,33 @@ def parse_requirements_file(requirements_path):
 # ===========================================================
 
 
-class ModelProcess:
-    def __init__(self, lollms_paths:LollmsPaths, config:LOLLMSConfig=None):
-        self.config = config
-        self.lollms_paths = lollms_paths
-        self.generate_queue = mp.Queue()
-        self.generation_queue = mp.Queue()
-        self.cancel_queue = mp.Queue(maxsize=1)
-        self.clear_queue_queue = mp.Queue(maxsize=1)
-        self.set_config_queue = mp.Queue(maxsize=1)
-        self.set_config_result_queue = mp.Queue(maxsize=1)
-
-        self.process = None
-        # Create synchronization objects
-        self.start_signal = mp.Event()
-        self.completion_signal = mp.Event()
-
-        self.model_ready  = mp.Value('i', 0)
-        self.curent_text = ""
-        self.ready = False
-        
-        
-
-        self.id=0
-        self.n_predict=2048
-        self.reset_config_result()
-
-    def reset_config_result(self):
-        self._set_config_result = {
-            'status': True,
-            'binding_status':True,
-            'model_status':True,
-            'personalities_status':True,
-            'errors':[]
-            }
-        
-    def remove_text_from_string(self, string, text_to_find):
-        """
-        Removes everything from the first occurrence of the specified text in the string (case-insensitive).
-
-        Parameters:
-        string (str): The original string.
-        text_to_find (str): The text to find in the string.
-
-        Returns:
-        str: The updated string.
-        """
-        index = string.lower().find(text_to_find.lower())
-
-        if index != -1:
-            string = string[:index]
-
-        return string
-        
-    def load_binding(self, binding_name:str, install=False, force_install=False):
-        if install:
-            print(f"Loading binding {binding_name} install ON")
-        else:
-            print(f"Loading binding : {binding_name} install is off")
-
-        if binding_name is None:
-            self.model
-
-
-        binding_path = self.lollms_paths.bindings_zoo_path/binding_name
-
-        # define the full absolute path to the module
-        absolute_path = binding_path.resolve()
-
-        # infer the module name from the file path
-        module_name = binding_path.stem
-
-        # use importlib to load the module from the file path
-        loader = importlib.machinery.SourceFileLoader(module_name, str(absolute_path/"__init__.py"))
-        binding_module = loader.load_module()
-        binding_class = getattr(binding_module, binding_module.binding_name)
-        return binding_class
-
-    def start(self):
-        if self.process is None:
-            self.process = mp.Process(target=self._run)
-            self.process.start()
-
-    def stop(self):
-        if self.process is not None:
-            self.generate_queue.put(None)
-            self.process.join()
-            self.process = None
-        
-    def set_config(self, config):
-        try:
-            self.set_config_result_queue.get_nowait()
-        except:
-            pass
-        self.set_config_queue.put(config)
-        # Wait for it t o be consumed
-        while self.set_config_result_queue.empty():
-            time.sleep(0.1)
-        return self.set_config_result_queue.get()
-
-    def generate(self, full_prompt, prompt, id, n_predict):
-        self.start_signal.clear()
-        self.completion_signal.clear()
-        self.generate_queue.put((full_prompt, prompt, id, n_predict))
-
-    def cancel_generation(self):
-        self.completion_signal.set()
-        self.cancel_queue.put(('cancel',))
-        ASCIIColors.error("Canel request received")
-
-    def clear_queue(self):
-        self.clear_queue_queue.put(('clear_queue',))
-    
-    def rebuild_binding(self, config):
-        try:
-            ASCIIColors.success(" ******************* Building Binding from main Process *************************")
-            binding = self.load_binding(config["binding_name"], install=True)
-            ASCIIColors.success("Binding loaded successfully")
-        except Exception as ex:
-            ASCIIColors.error("Couldn't build binding.")
-            ASCIIColors.error("-----------------")
-            print(f"It seems that there is no valid binding selected. Please use the ui settings to select a binding.\nHere is encountered error: {ex}")
-            ASCIIColors.error("-----------------")
-            binding = None
-        return binding
-            
-    def _rebuild_model(self):
-        try:
-            self.reset_config_result()
-            ASCIIColors.success(" ******************* Building Binding from generation Process *************************")
-            self.binding = self.load_binding(self.config["binding_name"], install=True)
-            ASCIIColors.success("Binding loaded successfully")
-            try:
-                model_file = self.lollms_paths.personal_models_path/self.config["binding_name"]/self.config["model_name"]
-                print(f"Loading model : {model_file}")
-                self.model = self.binding(self.config)
-                self.model_ready.value = 1
-                print("Model created successfully\n")
-            except Exception as ex:
-                if self.config["model_name"] is None:
-                    print("No model is selected.\nPlease select a backend and a model to start using the ui.")
-                else:
-                    print(f"Couldn't build model {self.config['model_name']} : {ex}")
-                self.model = None
-                self._set_config_result['status'] ='failed'
-                self._set_config_result['model_status'] ='failed'
-                self._set_config_result['errors'].append(f"couldn't build model:{ex}")
-        except Exception as ex:
-            traceback.print_exc()
-            print("Couldn't build model")
-            print(ex)
-            self.binding = None
-            self.model = None
-            self._set_config_result['status'] ='failed'
-            self._set_config_result['binding_status'] ='failed'
-            self._set_config_result['errors'].append(f"couldn't build binding:{ex}")
-
-    def rebuild_personalities(self):
-        mounted_personalities=[]
-        ASCIIColors.success(f" ******************* Building mounted Personalities from main Process *************************")
-        for i,personality in enumerate(self.config['personalities']):
-            try:
-                personality_path = self.lollms_paths.personalities_zoo_path/f"{personality}"
-                if i==self.config["active_personality_id"]:
-                    ASCIIColors.red("*", end="")
-                print(f" {personality}")
-                print(f"Loading from {personality_path}")
-                personality = AIPersonality(self.lollms_paths, personality_path, run_scripts=False)
-                mounted_personalities.append(personality)
-            except Exception as ex:
-                ASCIIColors.error(f"Personality file not found or is corrupted ({personality_path}).\nPlease verify that the personality you have selected exists or select another personality. Some updates may lead to change in personality name or category, so check the personality selection in settings to be sure.")
-                if self.config["debug"]:
-                    print(ex)
-                personality = AIPersonality(self.lollms_paths)
-        print(f'selected : {self.config["active_personality_id"]}')
-        ASCIIColors.success(f" ************ Personalities mounted (Main process) ***************************")
-            
-        return mounted_personalities
-    
-    def _rebuild_personalities(self):
-        self.mounted_personalities=[]
-        failed_personalities=[]
-        self.reset_config_result()
-        ASCIIColors.success(f" ******************* Building mounted Personalities from generation Process *************************")
-        for i,personality in enumerate(self.config['personalities']):
-            try:
-                if i==self.config["active_personality_id"]:
-                    ASCIIColors.red("*", end="")
-                print(f" {personality}")
-                personality_path = self.lollms_paths.personalities_zoo_path/f"{personality}"
-                personality = AIPersonality(self.lollms_paths, personality_path, run_scripts=True, model=self.model)
-                self.mounted_personalities.append(personality)
-            except Exception as ex:
-                ASCIIColors.error(f"Personality file not found or is corrupted ({personality_path}).\nPlease verify that the personality you have selected exists or select another personality. Some updates may lead to change in personality name or category, so check the personality selection in settings to be sure.")
-                ASCIIColors.error(f"Exception received is: {ex}")
-                personality = AIPersonality(self.lollms_paths, model=self.model)
-                failed_personalities.append(personality_path)
-                self._set_config_result['errors'].append(f"couldn't build personalities:{ex}")
-                
-        print(f'selected : {self.config["active_personality_id"]}')            
-        ASCIIColors.success(f" ************ Personalities mounted (Generation process) ***************************")
-        if len(failed_personalities)==len(self.config['personalities']):
-            self._set_config_result['status'] ='failed'
-            self._set_config_result['personalities_status'] ='failed'
-        elif len(failed_personalities)>0:
-            self._set_config_result['status'] ='semi_failed'
-            self._set_config_result['personalities_status'] ='semi_failed'
-
-        if self.config['active_personality_id']<len(self.mounted_personalities):
-            self.personality = self.mounted_personalities[self.config['active_personality_id']]
-            ASCIIColors.success("Personality set successfully")
-        else:
-
-            ASCIIColors.error("Failed to set personality. Please select a valid one")
-
-    def _run(self):     
-        self._rebuild_model()
-        self._rebuild_personalities()
-        self.check_set_config_thread = threading.Thread(target=self._check_set_config_queue, args=())
-        print("Launching config verification thread")
-        self.check_set_config_thread.start()
-        self.check_cancel_thread = threading.Thread(target=self._check_cancel_queue, args=())
-        print("Launching cancel verification thread")
-        self.check_cancel_thread.start()
-        
-        self._check_clear_thread = threading.Thread(target=self._check_clear_queue, args=())
-        print("Launching clear verification thread")
-        self._check_clear_thread.start()
-                
-        if self.model_ready.value == 1:
-            # self.n_predict = 1
-            # self._generate("I",1)
-            print()
-            print("Ready to receive data")
-        else:
-            print("No model loaded. Waiting for new configuration instructions")
-                    
-        self.ready = True
-        ASCIIColors.blue(f"Your personal data is stored here :{self.lollms_paths.personal_path}")
-        ASCIIColors.blue(f"Listening on :http://{self.config['host']}:{self.config['port']}")
-        while True:
-            try:
-                if not self.generate_queue.empty():
-                    command = self.generate_queue.get()
-                    if command is not None:
-                        if self.cancel_queue.empty() and self.clear_queue_queue.empty():
-                            self.id=command[2]
-                            self.n_predict=command[3]
-                            if self.personality.processor is not None:
-                                if self.personality.processor_cfg is not None:
-                                    if "custom_workflow" in self.personality.processor_cfg:
-                                        if self.personality.processor_cfg["custom_workflow"]:
-                                            ASCIIColors.success("Running workflow")
-                                            self.completion_signal.clear()
-                                            self.start_signal.set()
-
-                                            output = self.personality.processor.run_workflow( command[1], command[0], self._callback)
-                                            self._callback(output, 0)
-                                            self.completion_signal.set()
-                                            self.start_signal.clear()
-                                            print("Finished executing the workflow")
-                                            continue
-                            self.start_signal.set()
-                            self.completion_signal.clear()
-                            self._generate(command[0], self.n_predict, self._callback)
-                            self.completion_signal.set()
-                            self.start_signal.clear()
-                            print("Finished executing the generation")
-            except Exception as ex:
-                print("Couldn't start generation")
-                print(ex)
-            time.sleep(1)
-    def _generate(self, prompt, n_predict=50, callback=None):
-        self.curent_text = ""
-        if self.model is not None:
-            ASCIIColors.info("warmup")
-            self.id = self.id
-            if self.config["override_personality_model_parameters"]:
-                output = self.model.generate(
-                    prompt,
-                    callback=callback,
-                    n_predict=n_predict,
-                    temperature=self.config['temperature'],
-                    top_k=self.config['top_k'],
-                    top_p=self.config['top_p'],
-                    repeat_penalty=self.config['repeat_penalty'],
-                    repeat_last_n = self.config['repeat_last_n'],
-                    seed=self.config['seed'],
-                    n_threads=self.config['n_threads']
-                )
-            else:
-                output = self.model.generate(
-                    prompt,
-                    callback=callback,
-                    n_predict=self.n_predict,
-                    temperature=self.personality.model_temperature,
-                    top_k=self.personality.model_top_k,
-                    top_p=self.personality.model_top_p,
-                    repeat_penalty=self.personality.model_repeat_penalty,
-                    repeat_last_n = self.personality.model_repeat_last_n,
-                    #seed=self.config['seed'],
-                    n_threads=self.config['n_threads']
-                )
-        else:
-            print("No model is installed or selected. Please make sure to install a model and select it inside your configuration before attempting to communicate with the model.")
-            print("To do this: Install the model to your models/<binding name> folder.")
-            print("Then set your model information in your local configuration file that you can find in configs/local_config.yaml")
-            print("You can also use the ui to set your model in the settings page.")
-            output = ""
-        return output
-
-    def _callback(self, text, text_type=0):
-        self.curent_text += text
-        detected_anti_prompt = False
-        anti_prompt_to_remove=""
-        for prompt in self.personality.anti_prompts:
-            if prompt.lower() in self.curent_text.lower():
-                detected_anti_prompt=True
-                anti_prompt_to_remove = prompt.lower()
-                
-        if not detected_anti_prompt:
-            if not self.ready:
-                return True
-            else:
-                # Stream the generated text to the main process
-                self.generation_queue.put((text,self.id, text_type))
-                # if stop generation is detected then stop
-                if not self.completion_signal.is_set():
-                    return True
-                else:
-                    return False
-        else:
-            self.curent_text = self.remove_text_from_string(self.curent_text, anti_prompt_to_remove)
-            print("The model is halucinating")
-            return False
-
-
-    def _check_cancel_queue(self):
-        while True:
-            command = self.cancel_queue.get()
-            if command is not None:
-                self._cancel_generation()        
-                print("Stop generation received")
-
-    def _check_clear_queue(self):
-        while True:
-            command = self.clear_queue_queue.get()
-            if command is not None:
-                self._clear_queue()
-                print("Clear received")
-
-    def _check_set_config_queue(self):
-        while True:
-            config = self.set_config_queue.get()
-            if config is not None:
-                print("Inference process : Setting configuration")
-                self.reset_config_result()
-                self._set_config(config)
-                self.set_config_result_queue.put(self._set_config_result)
-
-    def _cancel_generation(self):
-        self.completion_signal.set()
-            
-    def _clear_queue(self):
-        while not self.generate_queue.empty():
-            self.generate_queue.get()
-
-    def _set_config(self, config):
-        bk_cfg = self.config
-        self.config = config
-        ASCIIColors.info("Upgrading configuration...",end="")
-        
-        # verify that the binding is the same
-        if self.config["binding_name"]!=bk_cfg["binding_name"] or self.config["model_name"]!=bk_cfg["model_name"]:
-            self._rebuild_model()
-            
-        # verify that the personality is the same
-        
-        if not compare_lists(self.config["personalities"], bk_cfg["personalities"]):
-            self._rebuild_personalities()
-
-
 class LoLLMsAPPI():
     def __init__(self, config:LOLLMSConfig, socketio, config_file_path:str, lollms_paths: LollmsPaths) -> None:
         self.lollms_paths = lollms_paths
         self.config = config
+        self.is_ready = True
         self.menu = MainMenu(self)
 
         
         self.socketio = socketio
-        #Create and launch the process
-        self.process = ModelProcess(self.lollms_paths, config)
-        self.binding = self.process.rebuild_binding(self.config)
+        # Check model
+        if config.binding_name is None:
+            self.menu.select_model()
 
+        self.binding = BindingBuilder().build_binding(self.config, self.lollms_paths)
+        
         # Check model
         if config.model_name is None:
-            self.menu.select_model()       
+            self.menu.select_model()
 
+        self.model = self.binding.build_model()
 
-        self.mounted_personalities = self.process.rebuild_personalities()
+        self.mounted_personalities = []
+        self.mounted_personalities = self.rebuild_personalities()
         if self.config["active_personality_id"]<len(self.mounted_personalities):
-            self.personality = self.mounted_personalities[self.config["active_personality_id"]]
+            self.personality:AIPersonality = self.mounted_personalities[self.config["active_personality_id"]]
         else:
-            self.personality = None
+            self.personality:AIPersonality = None
         if config["debug"]:
             print(print(f"{self.personality}"))
         self.config_file_path = config_file_path
@@ -576,7 +201,7 @@ class LoLLMsAPPI():
         @socketio.on('generate_msg')
         def generate_msg(data):
             self.current_room_id = request.sid
-            if self.process.model_ready.value==1:
+            if self.is_ready:
                 if self.current_discussion is None:
                     if self.db.does_last_discussion_have_messages():
                         self.current_discussion = self.db.create_discussion()
@@ -592,9 +217,15 @@ class LoLLMsAPPI():
 
                 self.current_user_message_id = message_id
                 ASCIIColors.green("Starting message generation by"+self.personality.name)
-                tpe = threading.Thread(target=self.start_message_generation, args=(message, message_id))
-                tpe.start()
+
+                task = self.socketio.start_background_task(self.start_message_generation, message, message_id)
+
+                #tpe = threading.Thread(target=self.start_message_generation, args=(message, message_id))
+                #tpe.start()
             else:
+                self.socketio.emit("buzzy", {"message":"I am buzzy. Come back later."}, room=self.current_room_id)
+                self.socketio.sleep(0)
+                ASCIIColors.warning(f"OOps request {self.current_room_id}  refused!! Server buzy")
                 self.socketio.emit('infos',
                         {
                             "status":'model_not_ready',
@@ -613,6 +244,7 @@ class LoLLMsAPPI():
                             'finished_generating_at': self.current_discussion.current_message_finished_generating_at,
                         }, room=self.current_room_id
                 )
+                self.socketio.sleep(0)
 
         @socketio.on('generate_msg_from')
         def handle_connection(data):
@@ -623,9 +255,44 @@ class LoLLMsAPPI():
             tpe.start()
         # generation status
         self.generating=False
-        self.process.start()
+        ASCIIColors.blue(f"Your personal data is stored here :{self.lollms_paths.personal_path}")
+        ASCIIColors.blue(f"Listening on :http://{self.config['host']}:{self.config['port']}")
 
 
+    def rebuild_personalities(self):
+        loaded = self.mounted_personalities
+        loaded_names = [p.personality_folder_name for p in loaded]
+        mounted_personalities=[]
+        ASCIIColors.success(f" ╔══════════════════════════════════════════════════╗ ")
+        ASCIIColors.success(f" ║           Building mounted Personalities         ║ ")
+        ASCIIColors.success(f" ╚══════════════════════════════════════════════════╝ ")
+        for i,personality in enumerate(self.config['personalities']):
+            if personality in loaded_names:
+                mounted_personalities.append(loaded[loaded_names.index(personality)])
+            else:
+                try:
+                    personality_path = self.lollms_paths.personalities_zoo_path/f"{personality}"
+                    if i==self.config["active_personality_id"]:
+                        ASCIIColors.red("*", end="")
+                    print(f" {personality}")
+                    print(f"Loading from {personality_path}")
+                    personality = AIPersonality(personality_path,
+                                                self.lollms_paths, 
+                                                self.config,
+                                                run_scripts=False)
+                    mounted_personalities.append(personality)
+                except Exception as ex:
+                    ASCIIColors.error(f"Personality file not found or is corrupted ({personality_path}).\nPlease verify that the personality you have selected exists or select another personality. Some updates may lead to change in personality name or category, so check the personality selection in settings to be sure.")
+                    if self.config["debug"]:
+                        print(ex)
+                    personality = AIPersonality(self.lollms_paths)
+        print(f'selected : {self.config["active_personality_id"]}')
+        ASCIIColors.success(f" ╔══════════════════════════════════════════════════╗ ")
+        ASCIIColors.success(f" ║                      Done                        ║ ")
+        ASCIIColors.success(f" ╚══════════════════════════════════════════════════╝ ")
+            
+        return mounted_personalities
+
     #properties
     @property
     def message_id(self):
@@ -661,6 +328,8 @@ class LoLLMsAPPI():
             ASCIIColors.error(f"{self.config.get_model_path_infos()}")
             print("Please select a valid model or install a new one from a url")
             self.menu.select_model()        
+
+
     def load_model(self):
         try:
             print("update_settings : New model selected")
@@ -754,7 +423,7 @@ class LoLLMsAPPI():
         return message_id
 
     def prepare_reception(self):
-        self.bot_says = ""
+        self.current_generated_text = ""
         self.full_text = ""
         self.is_bot_text_started = False
 
@@ -817,7 +486,24 @@ class LoLLMsAPPI():
         
         return discussion_messages # Removes the last return
 
+    def remove_text_from_string(self, string, text_to_find):
+        """
+        Removes everything from the first occurrence of the specified text in the string (case-insensitive).
 
+        Parameters:
+        string (str): The original string.
+        text_to_find (str): The text to find in the string.
+
+        Returns:
+        str: The updated string.
+        """
+        index = string.lower().find(text_to_find.lower())
+
+        if index != -1:
+            string = string[:index]
+
+        return string
+    
     def process_chunk(self, chunk, message_type:MSG_TYPE):
         """
         0 : a regular message
@@ -825,29 +511,125 @@ class LoLLMsAPPI():
         2 : A hidden message
         """
         if message_type == MSG_TYPE.MSG_TYPE_CHUNK:
-            self.bot_says += chunk
-        if message_type == MSG_TYPE.MSG_TYPE_FULL:
-            self.bot_says = chunk
-        if message_type.value < 2:
-            ASCIIColors.green(f"generated:{len(self.bot_says)} words", end='\r')
+            self.current_generated_text += chunk
+            detected_anti_prompt = False
+            anti_prompt_to_remove=""
+            for prompt in self.personality.anti_prompts:
+                if prompt.lower() in self.current_generated_text.lower():
+                    detected_anti_prompt=True
+                    anti_prompt_to_remove = prompt.lower()
+                    
+            if not detected_anti_prompt:
+                    ASCIIColors.green(f"generated:{len(self.current_generated_text)} words", end='\r')
+                    self.socketio.emit('message', {
+                                                    'data': self.current_generated_text, 
+                                                    'user_message_id':self.current_user_message_id, 
+                                                    'ai_message_id':self.current_ai_message_id, 
+                                                    'discussion_id':self.current_discussion.discussion_id,
+                                                    'message_type': message_type.value
+                                                }, room=self.current_room_id
+                                        )
+                    self.current_discussion.update_message(self.current_ai_message_id, self.current_generated_text)
+                    if self.cancel_gen:
+                        ASCIIColors.warning("Generation canceled")
+                        self.cancel_gen = False
+
+
+                    # if stop generation is detected then stop
+                    if not self.cancel_gen:
+                        return True
+                    else:
+                        return False
+            else:
+                self.current_generated_text = self.remove_text_from_string(self.current_generated_text, anti_prompt_to_remove)
+                print("The model is halucinating")
+                return False
+
+        # Stream the generated text to the main process
+        elif message_type == MSG_TYPE.MSG_TYPE_FULL:
+            self.current_generated_text = chunk
             self.socketio.emit('message', {
-                                            'data': self.bot_says, 
+                                            'data': self.current_generated_text, 
+                                            'user_message_id':self.current_user_message_id, 
+                                            'ai_message_id':self.current_ai_message_id, 
+                                            'discussion_id':self.current_discussion.discussion_id,
+                                            'message_type': message_type.value
+                                        }, room=self.current_room_id
+                                )
+            return True
+        # Stream the generated text to the main process
+        else:
+            self.socketio.emit('message', {
+                                            'data': self.current_generated_text, 
                                             'user_message_id':self.current_user_message_id, 
                                             'ai_message_id':self.current_ai_message_id, 
                                             'discussion_id':self.current_discussion.discussion_id,
                                             'message_type': message_type.value
                                         }, room=self.current_room_id
                                 )
-        if self.cancel_gen:
-            ASCIIColors.warning("Generation canceled")
-            self.process.cancel_generation()
-            self.cancel_gen = False
 
-        self.current_discussion.update_message(self.current_ai_message_id, self.bot_says)
-                  
+        return True
+
+
+    def generate(self, full_prompt, prompt, n_predict=50, callback=None):
+        if self.personality.processor is not None:
+            if self.personality.processor_cfg is not None:
+                if "custom_workflow" in self.personality.processor_cfg:
+                    if self.personality.processor_cfg["custom_workflow"]:
+                        ASCIIColors.success("Running workflow")
+                        self.completion_signal.clear()
+                        self.start_signal.set()
+
+                        output = self.personality.processor.run_workflow( prompt, full_prompt, self.process_chunk)
+                        self._callback(output, 0)
+                        self.completion_signal.set()
+                        self.start_signal.clear()
+                        print("Finished executing the workflow")
+                        return
+
+        self._generate(full_prompt, n_predict, callback)
+        print("Finished executing the generation")
+
+    def _generate(self, prompt, n_predict=50, callback=None):
+        self.current_generated_text = ""
+        if self.model is not None:
+            ASCIIColors.info("warmup")
+            if self.config["override_personality_model_parameters"]:
+                output = self.model.generate(
+                    prompt,
+                    callback=callback,
+                    n_predict=n_predict,
+                    temperature=self.config['temperature'],
+                    top_k=self.config['top_k'],
+                    top_p=self.config['top_p'],
+                    repeat_penalty=self.config['repeat_penalty'],
+                    repeat_last_n = self.config['repeat_last_n'],
+                    seed=self.config['seed'],
+                    n_threads=self.config['n_threads']
+                )
+            else:
+                output = self.model.generate(
+                    prompt,
+                    callback=callback,
+                    n_predict=self.personality.model_n_predicts,
+                    temperature=self.personality.model_temperature,
+                    top_k=self.personality.model_top_k,
+                    top_p=self.personality.model_top_p,
+                    repeat_penalty=self.personality.model_repeat_penalty,
+                    repeat_last_n = self.personality.model_repeat_last_n,
+                    #seed=self.config['seed'],
+                    n_threads=self.config['n_threads']
+                )
+        else:
+            print("No model is installed or selected. Please make sure to install a model and select it inside your configuration before attempting to communicate with the model.")
+            print("To do this: Install the model to your models/<binding name> folder.")
+            print("Then set your model information in your local configuration file that you can find in configs/local_config.yaml")
+            print("You can also use the ui to set your model in the settings page.")
+            output = ""
+        return output
+                     
     def start_message_generation(self, message, message_id):
-        bot_says = ""
-
+        ASCIIColors.info(f"Text generation requested by client: {self.current_room_id}")
         # send the message to the bot
         print(f"Received message : {message}")
         if self.current_discussion:
@@ -882,26 +664,18 @@ class LoLLMsAPPI():
             self.discussion_messages, self.current_message = self.prepare_query(message_id)
             self.prepare_reception()
             self.generating = True
-            self.process.generate(self.discussion_messages, self.current_message, message_id, n_predict = self.config['n_predict'])
-            while(not self.process.completion_signal.is_set() or not self.process.generation_queue.empty()):  # Simulating other commands being issued
-                try:
-                    chunk, tok, message_type = self.process.generation_queue.get(False, 2)
-                    if chunk!="":
-                        self.process_chunk(chunk, message_type)
-                except Exception as ex:
-                    time.sleep(0.1)
-
+            self.generate(self.discussion_messages, self.current_message, n_predict = self.config['n_predict'], callback=self.process_chunk)
             print()
             print("## Done Generation ##")
             print()
 
-            self.current_discussion.update_message(self.current_ai_message_id, self.bot_says)
-            self.full_message_list.append(self.bot_says)
+            self.current_discussion.update_message(self.current_ai_message_id, self.current_generated_text)
+            self.full_message_list.append(self.current_generated_text)
             self.cancel_gen = False
 
             # Send final message
             self.socketio.emit('final', {
-                                            'data': self.bot_says, 
+                                            'data': self.current_generated_text, 
                                             'ai_message_id':self.current_ai_message_id, 
                                             'parent':self.current_user_message_id, 'discussion_id':self.current_discussion.discussion_id,
                                             "status":'model_not_ready',
@@ -909,7 +683,7 @@ class LoLLMsAPPI():
                                             'logo': "",
                                             "bot": self.personality.name,
                                             "user": self.personality.user_name,
-                                            "message":self.bot_says,
+                                            "message":self.current_generated_text,
                                             "user_message_id": self.current_user_message_id,
                                             "ai_message_id": self.current_ai_message_id,
 
diff --git a/app.py b/app.py
index 4c58c3a5..52e51a78 100644
--- a/app.py
+++ b/app.py
@@ -24,6 +24,8 @@ import sys
 from tqdm import tqdm
 import subprocess
 import signal
+from lollms.config import InstallOption
+from lollms.binding import LOLLMSConfig, BindingBuilder, LLMBinding
 from lollms.personality import AIPersonality, MSG_TYPE
 from lollms.config import BaseConfig
 from lollms.helpers import ASCIIColors
@@ -73,6 +75,8 @@ class LoLLMsWebUI(LoLLMsAPPI):
 
         self.app = _app
         self.cancel_gen = False
+        self.binding_changed = False
+        self.model_changed = False
 
         app.template_folder = "web/dist"
         if config["active_personality_id"]>=len(config["personalities"]):
@@ -465,18 +469,14 @@ class LoLLMsWebUI(LoLLMsAPPI):
 
         elif setting_name== "model_name":
             self.config["model_name"]=data['setting_value']
-            print("update_settings : New model selected")            
+            self.model_changed = True
+            print("update_settings : New model selected")
 
         elif setting_name== "binding_name":
             if self.config['binding_name']!= data['setting_value']:
                 print(f"New binding selected : {data['setting_value']}")
                 self.config["binding_name"]=data['setting_value']
-                try:
-                    self.binding = self.process.load_binding(self.config["binding_name"], install=True)
-
-                except Exception as ex:
-                    print(f"Couldn't build binding: [{ex}]")
-                    return jsonify({'setting_name': data['setting_name'], "status":False, 'error':str(ex)})
+                self.binding_changed = True
             else:
                 if self.config["debug"]:
                     print(f"Configuration {data['setting_name']} set to {data['setting_value']}")
@@ -497,13 +497,28 @@ class LoLLMsWebUI(LoLLMsAPPI):
 
 
     def apply_settings(self):
-        result = self.process.set_config(self.config)
-        if result["status"]:
-            ASCIIColors.success("OK")
+        ASCIIColors.success("OK")
+        if self.binding_changed:
+            try:
+                self.binding = BindingBuilder().build_binding(self.config, self.lollms_paths)
+                try:
+                    self.binding.build_model()
+                except Exception as ex:
+                    print(f"Couldn't load model: [{ex}]")
+                    return jsonify({ "status":False, 'error':str(ex)})
+            except Exception as ex:
+                print(f"Couldn't build binding: [{ex}]")
+                return jsonify({"status":False, 'error':str(ex)})
+
         else:
-            ASCIIColors.error("NOK")
-            
-        return jsonify(result)
+            if self.model_changed:
+                try:
+                    self.binding.build_model()
+                except Exception as ex:
+                    print(f"Couldn't load model: [{ex}]")
+                    return jsonify({ "status":False, 'error':str(ex)})
+        self.rebuild_personalities()
+        return jsonify({"status":True})
     
 
     
@@ -709,7 +724,7 @@ class LoLLMsWebUI(LoLLMsAPPI):
 
             
     def get_generation_status(self):
-        return jsonify({"status":self.process.start_signal.is_set()}) 
+        return jsonify({"status":not self.is_ready}) 
     
     def stop_gen(self):
         self.cancel_gen = True
@@ -755,9 +770,9 @@ class LoLLMsWebUI(LoLLMsAPPI):
         except Exception as e:
             print(f"Error occurred while parsing JSON: {e}")
             return
-        print(f"- Reinstalling binding {data['name']}...",end="")
+        ASCIIColors.info(f"- Reinstalling binding {data['name']}...")
         try:
-            self.binding = self.process.load_binding(self.config["binding_name"], install=True, force_install=True)
+            self.binding =  BindingBuilder().build_binding(self.config, self.lollms_paths, InstallOption.FORCE_INSTALL)
             return jsonify({"status": True}) 
         except Exception as ex:
             print(f"Couldn't build binding: [{ex}]")
@@ -784,7 +799,7 @@ class LoLLMsWebUI(LoLLMsAPPI):
         config_file = package_full_path / "config.yaml"
         if config_file.exists():
             self.config["personalities"].append(package_path)
-            self.mounted_personalities = self.process.rebuild_personalities()
+            self.mounted_personalities = self.rebuild_personalities()
             self.personality = self.mounted_personalities[self.config["active_personality_id"]]
             self.apply_settings()
             ASCIIColors.success("ok")
@@ -814,11 +829,11 @@ class LoLLMsWebUI(LoLLMsAPPI):
             if self.config["active_personality_id"]>=index:
                 self.config["active_personality_id"]=0
             if len(self.config["personalities"])>0:
-                self.mounted_personalities = self.process.rebuild_personalities()
+                self.mounted_personalities = self.rebuild_personalities()
                 self.personality = self.mounted_personalities[self.config["active_personality_id"]]
             else:
                 self.personalities = ["english/generic/lollms"]
-                self.mounted_personalities = self.process.rebuild_personalities()
+                self.mounted_personalities = self.rebuild_personalities()
                 self.personality = self.mounted_personalities[self.config["active_personality_id"]]
             self.apply_settings()
             ASCIIColors.success("ok")
@@ -1250,18 +1265,19 @@ if __name__ == "__main__":
             print("WebSocket error:", e)
             super().handle_error(environ, start_response, e)
     
-    url = f'http://{config["host"]}:{config["port"]}'
-    
-    print(f"Please open your browser and go to {url} to view the ui")
+
 
     # chong -add socket server    
     app.config['debug'] = config["debug"]
 
     if config["debug"]:
-        print("debug mode:true")    
+        ASCIIColors.info("debug mode:true")    
     else:
-        print("debug mode:false")
+        ASCIIColors.info("debug mode:false")
     
+    url = f'http://{config["host"]}:{config["port"]}'
+    
+    print(f"Please open your browser and go to {url} to view the ui")
     socketio.run(app, host=config["host"], port=config["port"])
     # http_server = WSGIServer((config["host"], config["port"]), app, handler_class=WebSocketHandler)
     # http_server.serve_forever()