Add the prefered embedding model to the add_document interface

config.py

@@ -23,7 +23,6 @@ class Config(object):
     SECURITY_EMAIL_SENDER = "eveai_super@flow-it.net"
     PERMANENT_SESSION_LIFETIME = timedelta(minutes=60)
 
-
     # flask-mailman settings
     MAIL_SERVER = 'mail.flow-it.net'
     MAIL_PORT = 587
@@ -42,6 +41,7 @@ class Config(object):
     SUPPORTED_EMBEDDINGS = ['openai.text-embedding-3-small', 'mistral.mistral-embed']
     SUPPORTED_LLMS = ['openai.gpt-4-turbo', 'openai.gpt-3.5-turbo', 'mistral.mistral-large-2402']
 
+
 class DevConfig(Config):
     DEVELOPMENT = True
     DEBUG = True
@@ -57,6 +57,10 @@ class DevConfig(Config):
     # file upload settings
     UPLOAD_FOLDER = '/Volumes/OWC4M2_1/Development/eveAI/file_store'
 
+    # Celery settings
+    CELERY_BROKER_URL = 'redis://localhost:6379/0'  # Default Redis configuration
+    CELERY_RESULT_BACKEND = 'redis://localhost:6379/0'
+
 
 class ProdConfig(Config):
     DEVELOPMENT = False

eveai_app/controllers/document_controller.py

@@ -1,3 +1,3 @@
 from ..models.document import Document, DocumentLanguage, DocumentVersion
 
-def add_document(file, name, language, valid_from):
+def process_document(file, name, language, valid_from):

eveai_app/views/basic_forms.py

@@ -11,9 +11,9 @@ class SessionDefaultsForm(FlaskForm):
 
     # Tenant Defaults
     tenant_name = StringField('Tenant Name', validators=[DataRequired()])
-    default_language = SelectField(u'Default Language', choices=[], validators=[DataRequired()])
+    default_language = SelectField('Default Language', choices=[], validators=[DataRequired()])
-    default_embedding_model = SelectField(u'Default Embedding Model', choices=[], validators=[DataRequired()])
+    default_embedding_model = SelectField('Default Embedding Model', choices=[], validators=[DataRequired()])
-    default_llm_model = SelectField(u'Default LLM Model', choices=[], validators=[DataRequired()])
+    default_llm_model = SelectField('Default LLM Model', choices=[], validators=[DataRequired()])
 
     def __init__(self):
         super(SessionDefaultsForm, self).__init__()

eveai_app/views/document_forms.py

@@ -1,6 +1,7 @@
+from flask import session
 from flask_wtf import FlaskForm
 from wtforms import (StringField, BooleanField, SubmitField, DateField,
-                     SelectMultipleField, FieldList, FormField)
+                     SelectField, FieldList, FormField)
 from wtforms.validators import DataRequired, Length, Optional
 from flask_wtf.file import FileField, FileAllowed, FileRequired
 
@@ -11,5 +12,12 @@ class AddDocumentForm(FlaskForm):
     name = StringField('Name', validators=[Length(max=100)])
     language = StringField('Language', validators=[Length(max=2)])
     valid_from = DateField('Valid from', id='form-control datepicker', validators=[Optional()])
+    doc_embedding_model = SelectField('Default Embedding Model', choices=[], validators=[DataRequired()])
 
     submit = SubmitField('Submit')
+
+    def __init__(self):
+        super(AddDocumentForm, self).__init__()
+        self.doc_embedding_model.choices = [(model, model) for model in
+                                            session.get('tenant').get('allowed_embedding_models')]
+        self.doc_embedding_model.data = session.get('default_embedding_model')