- Move global config files to globals iso global folder, as the name global conflicts with python language

- Creation of Traicie Vancancy Definition specialist
- Allow to invoke non-interaction specialists from withing Evie's mgmt interface (eveai_app)
- Improvements to crewai specialized classes
- Introduction to json editor for showing specialists arguments and results in a better way
- Introduction of more complex pagination (adding extra arguments) by adding a global 'get_pagination_html'
- Allow follow-up of ChatSession / Specialist execution
- Improvement in logging of Specialists (but needs to be finished)

common/models/interaction.py

@@ -8,7 +8,7 @@ from .document import Embedding, Retriever
 class ChatSession(db.Model):
     id = db.Column(db.Integer, primary_key=True)
     user_id = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
-    session_id = db.Column(db.String(36), nullable=True)
+    session_id = db.Column(db.String(49), nullable=True)
     session_start = db.Column(db.DateTime, nullable=False)
     session_end = db.Column(db.DateTime, nullable=True)
     timezone = db.Column(db.String(30), nullable=True)
@@ -189,6 +189,7 @@ class Interaction(db.Model):
     question_at = db.Column(db.DateTime, nullable=False)
     detailed_question_at = db.Column(db.DateTime, nullable=True)
     answer_at = db.Column(db.DateTime, nullable=True)
+    processing_error = db.Column(db.String(255), nullable=True)
 
     # Relations
     embeddings = db.relationship('InteractionEmbedding', backref='interaction', lazy=True)

common/services/interaction/specialist_services.py

@@ -0,0 +1,30 @@
+import uuid
+from typing import Dict, Any, Tuple
+
+from common.utils.celery_utils import current_celery
+
+
+class SpecialistServices:
+    @staticmethod
+    def start_session() -> str:
+        return f"CHAT_SESSION_{uuid.uuid4()}"
+
+    @staticmethod
+    def execute_specialist(tenant_id, specialist_id, specialist_arguments, session_id, user_timezone) -> Dict[str, Any]:
+        task = current_celery.send_task(
+            'execute_specialist',
+            args=[tenant_id,
+                  specialist_id,
+                  specialist_arguments,
+                  session_id,
+                  user_timezone,
+                  ],
+            queue='llm_interactions'
+        )
+
+        return {
+            'task_id': task.id,
+            'status': 'queued',
+        }
+
+

common/utils/cache/config_cache.py

@@ -135,7 +135,7 @@ class BaseConfigVersionTreeCacheHandler(CacheHandler[Dict[str, Any]]):
         Checks both global and partner-specific directories
         """
         # First check the global path
-        global_path = Path(self._config_dir) / "global" / type_name
+        global_path = Path(self._config_dir) / "globals" / type_name
 
         # If global path doesn't exist, check if the type exists directly in the root
         # (for backward compatibility)
@@ -145,7 +145,7 @@ class BaseConfigVersionTreeCacheHandler(CacheHandler[Dict[str, Any]]):
         if not global_path.exists():
             # Check if it exists in any partner subdirectories
             partner_dirs = [d for d in Path(self._config_dir).iterdir()
-                            if d.is_dir() and d.name != "global"]
+                            if d.is_dir() and d.name != "globals"]
 
             for partner_dir in partner_dirs:
                 partner_type_path = partner_dir / type_name
@@ -178,7 +178,7 @@ class BaseConfigVersionTreeCacheHandler(CacheHandler[Dict[str, Any]]):
                     metadata = yaml_data.get('metadata', {})
                     # Add partner information if available
                     partner = None
-                    if "global" not in str(file_path):
+                    if "globals" not in str(file_path):
                         # Extract partner name from path
                         # Path format: config_dir/partner_name/type_name/version.yaml
                         partner = file_path.parent.parent.name

common/utils/template_filters.py

@@ -5,6 +5,7 @@ import markdown
 from markupsafe import Markup
 from datetime import datetime
 from common.utils.nginx_utils import prefixed_url_for as puf
+from flask import current_app, url_for
 
 
 def to_local_time(utc_dt, timezone_str):
@@ -83,8 +84,27 @@ def clean_markdown(text):
     return text
 
 
-def prefixed_url_for(endpoint):
-    return puf(endpoint)
+def prefixed_url_for(endpoint, **kwargs):
+    return puf(endpoint, **kwargs)
+
+
+def get_pagination_html(pagination, endpoint, **kwargs):
+    """
+    Generates HTML for pagination with the ability to include additional parameters
+    """
+    html = ['<nav aria-label="Page navigation"><ul class="pagination justify-content-center">']
+
+    for page in pagination.iter_pages():
+        if page:
+            is_active = 'active' if page == pagination.page else ''
+            url = url_for(endpoint, page=page, **kwargs)
+            current_app.logger.debug(f"URL for page {page}: {url}")
+            html.append(f'<li class="page-item {is_active}"><a class="page-link" href="{url}">{page}</a></li>')
+        else:
+            html.append('<li class="page-item disabled"><span class="page-link">...</span></li>')
+
+    html.append('</ul></nav>')
+    return Markup(''.join(html))
 
 
 def register_filters(app):
@@ -99,3 +119,5 @@ def register_filters(app):
     app.jinja_env.filters['clean_markdown'] = clean_markdown
 
     app.jinja_env.globals['prefixed_url_for'] = prefixed_url_for
+    app.jinja_env.globals['get_pagination_html'] = get_pagination_html
+

config/agents/traicie/TRAICIE_HR_BP_AGENT/1.0.0.yaml

@@ -0,0 +1,29 @@
+version: "1.0.0"
+name: "Traicie HR BP  "
+role: >
+  You are an HR BP (Human Resources Business Partner)
+goal: >
+  As an HR Business Partner, your primary goal is to align people strategies with business objectives. You aim to 
+  ensure that the organisation has the right talent, capabilities, and culture in place to drive performance, 
+  manage change effectively, and support sustainable growth. This involves acting as a trusted advisor to leadership 
+  while advocating for employees and fostering a healthy, high-performing workplace.
+  {custom_goal}
+backstory: >
+  You didn't start your career as a strategist. You began in traditional HR roles — perhaps as an HR officer or 
+  generalist — mastering recruitment, employee relations, and policy implementation. Over time, you developed a deeper 
+  understanding of how people decisions impact business outcomes.
+  Through experience, exposure to leadership, and a strong interest in organisational dynamics, you transitioned into a 
+  role that bridges the gap between HR and the business. You’ve earned a seat at the table not just by knowing HR 
+  processes, but by understanding the business inside-out, speaking the language of executives, and backing their advice
+  with data and insight.
+  You often working side-by-side with senior managers to tackle challenges like workforce planning, leadership 
+  development, organisational change, and employee engagement. Your credibility comes not just from HR knowledge, 
+  but from your ability to co-create solutions that solve real business problems.
+  {custom_backstory}
+full_model_name: "mistral.mistral-medium-latest"
+temperature: 0.3
+metadata:
+  author: "Josako"
+  date_added: "2025-05-21"
+  description: "HR BP Agent."
+  changes: "Initial version"

config/assets/globals/SPECIALIST_CONFIGURATION/1.0.0.yaml

@@ -0,0 +1,19 @@
+version: "1.0.0"
+name: "Specialist Configuration"
+configuration:
+  specialist_type:
+    name: "Specialist Type"
+    type: "str"
+    description: "The Specialist Type this configuration is made for"
+    required: True
+  specialist_version:
+    name: "Specialist Version"
+    type: "str"
+    description: "The Specialist Type version this configuration is made for"
+    required: True
+
+metadata:
+  author: "Josako"
+  date_added: "2025-05-21"
+  description: "Asset that defines a template in markdown a specialist can process"
+  changes: "Initial version"

config/logging_config.py

@@ -47,6 +47,7 @@ class TuningLogRecord(logging.LogRecord):
         self._tuning_specialist_id = None
         self._tuning_retriever_id = None
         self._tuning_processor_id = None
+        self._session_id = None
         self.component = os.environ.get('COMPONENT_NAME', 'eveai_app')
 
     def getMessage(self):
@@ -87,16 +88,18 @@ class TuningLogRecord(logging.LogRecord):
             'tuning_specialist_id': self._tuning_specialist_id,
             'tuning_retriever_id': self._tuning_retriever_id,
             'tuning_processor_id': self._tuning_processor_id,
+            'session_id': self._session_id,
         }
 
     def set_tuning_data(self, tenant_id=None, catalog_id=None, specialist_id=None,
-                        retriever_id=None, processor_id=None):
+                        retriever_id=None, processor_id=None, session_id=None,):
         """Set tuning-specific data"""
         object.__setattr__(self, '_tuning_tenant_id', tenant_id)
         object.__setattr__(self, '_tuning_catalog_id', catalog_id)
         object.__setattr__(self, '_tuning_specialist_id', specialist_id)
         object.__setattr__(self, '_tuning_retriever_id', retriever_id)
         object.__setattr__(self, '_tuning_processor_id', processor_id)
+        object.__setattr__(self, '_session_id', session_id)
 
 
 class TuningFormatter(logging.Formatter):
@@ -120,6 +123,12 @@ class TuningFormatter(logging.Formatter):
                     identifiers.append(f"Catalog: {record.catalog_id}")
                 if hasattr(record, 'processor_id') and record.processor_id:
                     identifiers.append(f"Processor: {record.processor_id}")
+                if hasattr(record, 'specialist_id') and record.specialist_id:
+                    identifiers.append(f"Specialist: {record.specialist_id}")
+                if hasattr(record, 'retriever_id') and record.retriever_id:
+                    identifiers.append(f"Retriever: {record.retriever_id}")
+                if hasattr(record, 'session_id') and record.session_id:
+                    identifiers.append(f"Session: {record.session_id}")
 
                 formatted_msg = (
                     f"{formatted_msg}\n"
@@ -149,22 +158,93 @@ class GraylogFormatter(logging.Formatter):
                 'specialist_id': record.specialist_id,
                 'retriever_id': record.retriever_id,
                 'processor_id': record.processor_id,
+                'session_id': record.session_id,
             }
         return super().format(record)
 
-
 class TuningLogger:
     """Helper class to manage tuning logs with consistent structure"""
 
-    def __init__(self, logger_name, tenant_id=None, catalog_id=None, specialist_id=None, retriever_id=None, processor_id=None):
+    def __init__(self, logger_name, tenant_id=None, catalog_id=None, specialist_id=None, retriever_id=None,
+                 processor_id=None, session_id=None, log_file=None):
+        """
+        Initialize a tuning logger
+
+        Args:
+            logger_name: Base name for the logger
+            tenant_id: Optional tenant ID for context
+            catalog_id: Optional catalog ID for context
+            specialist_id: Optional specialist ID for context
+            retriever_id: Optional retriever ID for context
+            processor_id: Optional processor ID for context
+            session_id: Optional session ID for context and log file naming
+            log_file: Optional custom log file name to use
+        """
+
         self.logger = logging.getLogger(logger_name)
         self.tenant_id = tenant_id
         self.catalog_id = catalog_id
         self.specialist_id = specialist_id
         self.retriever_id = retriever_id
         self.processor_id = processor_id
+        self.session_id = session_id
+        self.log_file = log_file
+        # Determine whether to use a session-specific logger
+        if session_id:
+            # Create a unique logger name for this session
+            session_logger_name = f"{logger_name}_{session_id}"
+            self.logger = logging.getLogger(session_logger_name)
 
-    def log_tuning(self, tuning_type: str, message: str, data=None, level=logging.DEBUG):
+            # If this logger doesn't have handlers yet, configure it
+            if not self.logger.handlers:
+                # Determine log file path
+                if not log_file and session_id:
+                    log_file = f"logs/tuning_{session_id}.log"
+                elif not log_file:
+                    log_file = "logs/tuning.log"
+
+                # Configure the logger
+                self._configure_session_logger(log_file)
+        else:
+            # Use the standard tuning logger
+            self.logger = logging.getLogger(logger_name)
+
+    def _configure_session_logger(self, log_file):
+        """Configure a new session-specific logger with appropriate handlers"""
+        # Create and configure a file handler
+        file_handler = logging.handlers.RotatingFileHandler(
+            filename=log_file,
+            maxBytes=1024 * 1024 * 3,  # 3MB
+            backupCount=3
+        )
+        file_handler.setFormatter(TuningFormatter())
+        file_handler.setLevel(logging.DEBUG)
+
+        # Add the file handler to the logger
+        self.logger.addHandler(file_handler)
+
+        # Add Graylog handler in production
+        env = os.environ.get('FLASK_ENV', 'development')
+        if env == 'production':
+            try:
+                graylog_handler = GELFUDPHandler(
+                    host=GRAYLOG_HOST,
+                    port=GRAYLOG_PORT,
+                    debugging_fields=True
+                )
+                graylog_handler.setFormatter(GraylogFormatter())
+                self.logger.addHandler(graylog_handler)
+            except Exception as e:
+                # Fall back to just file logging if Graylog setup fails
+                fallback_logger = logging.getLogger('eveai_app')
+                fallback_logger.warning(f"Failed to set up Graylog handler: {str(e)}")
+
+        # Set logger level and disable propagation
+        self.logger.setLevel(logging.DEBUG)
+        self.logger.propagate = False
+
+
+def log_tuning(self, tuning_type: str, message: str, data=None, level=logging.DEBUG):
         """Log a tuning event with structured data"""
         try:
             # Create a standard LogRecord for tuning
@@ -186,6 +266,7 @@ class TuningLogger:
             record.specialist_id = self.specialist_id
             record.retriever_id = self.retriever_id
             record.processor_id = self.processor_id
+            record.session_id = self.session_id
 
             if data:
                 record.tuning_data = data

config/partner_services/globals/SPECIALIST_SERVICE/1.0.0.yaml

@@ -1,6 +1,11 @@
 version: "1.0.0"
 name: "Management Service"
-configuration: {}
+configuration:
+  specialist_denominator:
+    name: "Specialist Denominator"
+    type: "string"
+    description: "Name defining the denominator for the specialist. Needs to be unique."
+    required: False
 permissions: {}
 metadata:
   author: "Josako"

config/specialists/Traicie/TRAICIE_VACATURE_SPECIALIST/1.0.0.yaml

@@ -1,163 +0,0 @@
-version: "1.0.0"
-name: "Traicie Vacature Specialist"
-framework: "crewai"
-configuration:
-  ko_criteria:
-    name: "Knock-out criteria"
-    type: "text"
-    description: "The knock-out criteria (1 per line)"
-    required: true
-  hard_skills:
-    name: "Hard Skills"
-    type: "text"
-    description: "The hard skills to be checked with the applicant (1 per line)"
-    required: false
-  soft_skills:
-    name: "Soft Skills"
-    type: "text"
-    description: "The soft skills required for the job (1 per line)"
-    required: false
-  tone_of_voice:
-    name: "Tone of Voice"
-    type: "enum"
-    description: "Tone of voice to be used in communicating with the applicant"
-    required: false
-    default: "formal"
-    allowed_values: [ "formal", "informal", "dynamic" ]
-  vacancy_text:
-    name: "Vacancy Text"
-    type: "text"
-    description: "The vacancy for this specialist"
-arguments:
-  language:
-    name: "Language"
-    type: "str"
-    description: "Language code to be used for receiving questions and giving answers"
-    required: true
-results:
-  rag_output:
-    answer:
-      name: "answer"
-      type: "str"
-      description: "Answer to the query"
-      required: true
-    citations:
-      name: "citations"
-      type: "List[str]"
-      description: "List of citations"
-      required: false
-    insufficient_info:
-      name: "insufficient_info"
-      type: "bool"
-      description: "Whether or not the query is insufficient info"
-      required: true
-  spin:
-    situation:
-      name: "situation"
-      type: "str"
-      description: "A description of the customer's current situation / context"
-      required: false
-    problem:
-      name: "problem"
-      type: "str"
-      description: "The current problems the customer is facing, for which he/she seeks a solution"
-      required: false
-    implication:
-      name: "implication"
-      type: "str"
-      description: "A list of implications"
-      required: false
-    needs:
-      name: "needs"
-      type: "str"
-      description: "A list of needs"
-      required: false
-    additional_info:
-      name: "additional_info"
-      type: "str"
-      description: "Additional information that may be commercially interesting"
-      required: false
-  lead_info:
-    lead_personal_info:
-      name:
-        name: "name"
-        type: "str"
-        description: "name of the lead"
-        required: "true"
-      job_title:
-        name: "job_title"
-        type: "str"
-        description: "job title"
-        required: false
-      email:
-        name: "email"
-        type: "str"
-        description: "lead email"
-        required: "false"
-      phone:
-        name: "phone"
-        type: "str"
-        description: "lead phone"
-        required: false
-      additional_info:
-        name: "additional_info"
-        type: "str"
-        description: "additional info on the lead"
-        required: false
-    lead_company_info:
-      company_name:
-        name: "company_name"
-        type: "str"
-        description: "Name of the lead company"
-        required: false
-      industry:
-        name: "industry"
-        type: "str"
-        description: "The industry of the company"
-        required: false
-      company_size:
-        name: "company_size"
-        type: "int"
-        description: "The size of the company"
-        required: false
-      company_website:
-        name: "company_website"
-        type: "str"
-        description: "The main website for the company"
-        required: false
-      additional_info:
-        name: "additional_info"
-        type: "str"
-        description: "Additional information that may be commercially interesting"
-        required: false
-agents:
-  - type: "RAG_AGENT"
-    version: "1.0"
-  - type: "RAG_COMMUNICATION_AGENT"
-    version: "1.0"
-  - type: "SPIN_DETECTION_AGENT"
-    version: "1.0"
-  - type: "SPIN_SALES_SPECIALIST_AGENT"
-    version: "1.0"
-  - type: "IDENTIFICATION_AGENT"
-    version: "1.0"
-  - type: "RAG_COMMUNICATION_AGENT"
-    version: "1.0"
-tasks:
-  - type: "RAG_TASK"
-    version: "1.0"
-  - type: "SPIN_DETECT_TASK"
-    version: "1.0"
-  - type: "SPIN_QUESTIONS_TASK"
-    version: "1.0"
-  - type: "IDENTIFICATION_DETECTION_TASK"
-    version: "1.0"
-  - type: "IDENTIFICATION_QUESTIONS_TASK"
-    version: "1.0"
-  - type: "RAG_CONSOLIDATION_TASK"
-    version: "1.0"
-metadata:
-  author: "Josako"
-  date_added: "2025-01-08"
-  changes: "Initial version"
-  description: "A Specialist that performs both Q&A as SPIN (Sales Process) activities"

config/specialists/globals/RAG_SPECIALIST/1.0.0.yaml

@@ -1,6 +1,7 @@
 version: "1.0.0"
 name: "RAG Specialist"
 framework: "crewai"
+chat: true
 configuration:
   name:
     name: "name"

config/specialists/globals/SPIN_SPECIALIST/1.0.0.yaml

@@ -1,6 +1,7 @@
 version: "1.0.0"
 name: "Spin Sales Specialist"
 framework: "crewai"
+chat: true
 configuration:
   name:
     name: "name"

config/specialists/globals/STANDARD_RAG_SPECIALIST/1.0.0.yaml

@@ -1,6 +1,7 @@
 version: 1.0.0
 name: "Standard RAG Specialist"
 framework: "langchain"
+chat: true
 configuration:
   specialist_context:
     name: "Specialist Context"

config/specialists/traicie/TRAICIE_VACANCY_DEFINITION_SPECIALIST/1.0.0.yaml

@@ -0,0 +1,36 @@
+version: "1.0.0"
+name: "Traicie Vacancy Definition Specialist"
+framework: "crewai"
+partner: "traicie"
+chat: false
+configuration: {}
+arguments:
+  vacancy_text:
+    name: "vacancy_text"
+    type: "text"
+    description: "The Vacancy Text"
+    required: true
+results:
+  competencies:
+    name: "competencies"
+    type: "List[str, str]"
+    description: "List of vacancy competencies and their descriptions"
+    required: false
+  criteria:
+    name: "criteria"
+    type: "List[str, str]"
+    description: "List of vacancy knock out criteria and their descriptions"
+    required: false
+agents:
+  - type: "TRAICIE_HR_BP_AGENT"
+    version: "1.0"
+tasks:
+  - type: "TRAICIE_GET_COMPETENCIES_TASK"
+    version: "1.0"
+  - type: "TRAICIE_GET_KO_CRITERIA_TASK"
+    version: "1.0"
+metadata:
+  author: "Josako"
+  date_added: "2025-05-21"
+  changes: "Initial version"
+  description: "Assistant to create a new Vacancy based on Vacancy Text"

config/tasks/traicie/TRAICIE_GET_COMPETENCIES_TASK/1.0.0.yaml

@@ -0,0 +1,28 @@
+version: "1.0.0"
+name: "Get Competencies"
+task_description: >
+  You are provided with a vacancy text, in beween triple backquotes.
+  Identify and list all explicitly stated competencies, skills, knowledge, qualifications, and requirements mentioned in 
+  the vacancy text. This includes:
+  	•	Technical skills
+  	•	Education or training
+  	•	Work experience
+  	•	Language proficiency
+  	•	Certifications or driving licences
+  	•	Personal characteristics
+
+  Restrict yourself strictly to what is literally stated or clearly described in the job posting.
+  Respect the language of the vacancy text, and return answers / output in the same language.
+  {custom_description}
+  
+  Vacancy Text:
+  ```{vacancy_text}```
+
+expected_output: >
+  A list of title and description of the competencies for the given vacancy text.
+  {custom_expected_output}
+metadata:
+  author: "Josako"
+  date_added: "2025-01-25"
+  description: "A Task to collect all behavioural competencies from a vacancy text"
+  changes: "Initial version"

config/tasks/traicie/TRAICIE_GET_KO_CRITERIA_TASK/1.0.0.yaml

@@ -0,0 +1,37 @@
+version: "1.0.0"
+name: "Get KO Criteria"
+task_description: >
+  You are provided with a vacancy text, in beween triple backquotes.
+  Use logical reasoning based on the realities of the job, taking into account:
+  	•	The job title
+  	•	The content of the job description
+  	•	Typical characteristics of similar roles
+
+  Identify the minimum requirements that are absolutely essential to perform the job properly – even if they are not 
+  explicitly stated in the text.
+
+  Assess the job within its specific context and ask yourself questions such as:
+  	•	Does the job require physical stamina?
+  	•	Is weekend or shift work involved?
+  	•	Is contact with certain materials (e.g. meat, chemicals) unavoidable?
+  	•	Is independent working essential?
+  	•	Is knowledge of a specific language or system critical for customer interaction or safety?
+  	•	Are there any specific characteristics, contexts, or requirements so obvious that they are often left unstated, yet essential to perform the job?
+
+  Create a prioritised list of the 5 most critical knock-out criteria, ranked by importance.
+
+  Treat this as a logical and professional reasoning exercise.
+  Respect the language of the vacancy text, and return answers / output in the same language.
+  {custom_description}
+  
+  Vacancy Text:
+  ```{vacancy_text}```
+
+expected_output: >
+  A list of title and description of the (knock-out) criteria for the given vacancy text.
+  {custom_expected_output}
+metadata:
+  author: "Josako"
+  date_added: "2025-01-25"
+  description: "A Task to collect all KO criteria from a vacancy text"
+  changes: "Initial version"

config/type_defs/agent_types.py

@@ -28,4 +28,9 @@ AGENT_TYPES = {
         "name": "SPIN Sales Specialist",
         "description": "An Agent that asks for Follow-up questions for SPIN-process",
     },
+    "TRAICIE_HR_BP_AGENT": {
+        "name": "Traicie HR BP Agent",
+        "description": "An HR Business Partner Agent",
+        "partner": "traicie"
+    }
 }

config/type_defs/asset_types.py

@@ -4,4 +4,8 @@ AGENT_TYPES = {
         "name": "Document Template",
         "description": "Asset that defines a template in markdown a specialist can process",
     },
+    "SPECIALIST_CONFIGURATION": {
+        "name": "Specialist Configuration",
+        "description": "Asset that defines a specialist configuration",
+    },
 }

config/type_defs/specialist_types.py

@@ -12,9 +12,9 @@ SPECIALIST_TYPES = {
         "name": "Spin Sales Specialist",
         "description": "A specialist that allows to answer user queries, try to get SPIN-information and Identification",
     },
-    "TRAICIE_VACATURE_SPECIALIST": {
-        "name": "Traicie Vacature Specialist",
-        "description": "Specialist configureerbaar voor een specifieke vacature",
-        "partner": "Traicie"
+    "TRAICIE_VACANCY_DEFINITION_SPECIALIST": {
+        "name": "Traicie Vacancy Definition Specialist",
+        "description": "Assistant to create a new Vacancy based on Vacancy Text",
+        "partner": "traicie"
     }
 }

config/type_defs/task_types.py

@@ -31,5 +31,15 @@ TASK_TYPES = {
     "RAG_CONSOLIDATION_TASK": {
         "name": "RAG Consolidation",
         "description": "A Task to consolidate questions and answers",
+    },
+    "TRAICIE_GET_COMPETENCIES_TASK": {
+        "name": "Traicie Get Competencies",
+        "description": "A Task to get Competencies from a Vacancy Text",
+        "partner": "traicie"
+    },
+    "TRAICIE_GET_KO_CRITERIA_TASK": {
+        "name": "Traicie Get KO Criteria",
+        "description": "A Task to get KO Criteria from a Vacancy Text",
+        "partner": "traicie"
     }
 }

eveai_api/api/specialist_execution_api.py

@@ -10,6 +10,7 @@ from common.utils.celery_utils import current_celery
 from common.utils.execution_progress import ExecutionProgressTracker
 from eveai_api.api.auth import requires_service
 from common.models.interaction import Specialist
+from common.services.interaction.specialist_services import SpecialistServices
 
 specialist_execution_ns = Namespace('specialist-execution', description='Specialist execution operations')
 
@@ -24,7 +25,7 @@ class StartSession(Resource):
     @requires_service("SPECIALIST_API")
     @specialist_execution_ns.response(201, 'New Session ID created Successfully', specialist_start_session_response)
     def get(self):
-        new_session_id = f"{uuid.uuid4()}"
+        new_session_id = SpecialistServices.start_session()
         return {
             'session_id': new_session_id,
         }, 201
@@ -56,22 +57,16 @@ class StartExecution(Resource):
         data = specialist_execution_ns.payload
 
         # Send task to queue
-        task = current_celery.send_task(
-            'execute_specialist',
-            args=[tenant_id,
-                  data['specialist_id'],
-                  data['arguments'],
-                  data['session_id'],
-                  data['user_timezone'],
-                  ],
-            queue='llm_interactions'
-        )
+        result = SpecialistServices.execute_specialist(
+            tenant_id=tenant_id,
+            specialist_id=data['specialist_id'],
+            specialist_arguments=data['arguments'],
+            session_id=data['session_id'],
+            user_timezone=data['user_timezone'])
 
-        return {
-            'task_id': task.id,
-            'status': 'queued',
-            'stream_url': f'/api/v1/specialist-execution/{task.id}/stream'
-        }, 201
+        result['stream_url'] = f"/api/v1/specialist-execution/{result['task_id']}/stream"
+
+        return result, 201
 
 
 @specialist_execution_ns.route('/<string:task_id>/stream')

eveai_app/errors.py

@@ -3,6 +3,8 @@ import traceback
 import jinja2
 from flask import render_template, request, jsonify, redirect, current_app, flash
 from flask_login import current_user
+
+from common.utils.eveai_exceptions import EveAINoSessionTenant
 from common.utils.nginx_utils import prefixed_url_for
 
 
@@ -67,6 +69,24 @@ def attribute_error_handler(error):
                            error_details=error_msg), 500
 
 
+def no_tenant_selected_error(error):
+    """Handle errors when no tenant is selected in the current session.
+
+    This typically happens when a session expires or becomes invalid after
+    a long period of inactivity. The user will be redirected to the login page.
+    """
+    current_app.logger.error(f"No Session Tenant Error: {error}")
+    flash('Your session expired. You will have to re-enter your credentials', 'warning')
+
+    # Perform logout if user is authenticated
+    if current_user.is_authenticated:
+        from flask_security.utils import logout_user
+        logout_user()
+
+    # Redirect to login page
+    return redirect(prefixed_url_for('security.login'))
+
+
 def general_exception(e):
     current_app.logger.error(f"Unhandled Exception: {e}", exc_info=True)
     flash('An application error occurred. The technical team has been notified.', 'error')
@@ -80,6 +100,7 @@ def register_error_handlers(app):
     app.register_error_handler(500, internal_server_error)
     app.register_error_handler(401, not_authorised_error)
     app.register_error_handler(403, not_authorised_error)
+    app.register_error_handler(EveAINoSessionTenant, no_tenant_selected_error)
     app.register_error_handler(KeyError, key_error_handler)
     app.register_error_handler(AttributeError, attribute_error_handler)
     app.register_error_handler(Exception, general_exception)

eveai_app/templates/interaction/chat_sessions.html

@@ -14,6 +14,7 @@
         <div class="form-group mt-3 d-flex justify-content-between">
             <div>
                 <button type="submit" name="action" value="view_chat_session" class="btn btn-primary" onclick="return validateTableSelection('chatSessionsForm')">View Chat Session</button>
+                <button type="submit" name="action" value="chat_session_interactions" class="btn btn-primary" onclick="return validateTableSelection('chatSessionsForm')">View Chat Session interactions</button>
             </div>
         </div>
     </form>

eveai_app/templates/interaction/edit_specialist.html

@@ -84,7 +84,7 @@
                                     <div class="card">
                                         <div class="card-body">
                                             {{ render_selectable_table(
-                                                headers=["Agent ID", "Name", "Type", "Status"],
+                                                headers=["Agent ID", "Name", "Type", "Type Version"],
                                                 rows=agent_rows if agent_rows else [],
                                                 selectable=True,
                                                 id="agentsTable",
@@ -105,7 +105,7 @@
                                     <div class="card">
                                         <div class="card-body">
                                             {{ render_selectable_table(
-                                                headers=["Task ID", "Name", "Type", "Status"],
+                                                headers=["Task ID", "Name", "Type", "Type Version"],
                                                 rows=task_rows if task_rows else [],
                                                 selectable=True,
                                                 id="tasksTable",
@@ -126,7 +126,7 @@
                                     <div class="card">
                                         <div class="card-body">
                                             {{ render_selectable_table(
-                                                headers=["Tool ID", "Name", "Type", "Status"],
+                                                headers=["Tool ID", "Name", "Type", "Type Version"],
                                                 rows=tool_rows if tool_rows else [],
                                                 selectable=True,
                                                 id="toolsTable",

eveai_app/templates/interaction/execute_specialist.html

@@ -0,0 +1,23 @@
+{% extends 'base.html' %}
+{% from "macros.html" import render_field %}
+
+{% block title %}Execute Specialist{% endblock %}
+
+{% block content_title %}Execute Specialist{% endblock %}
+{% block content_description %}Execute a Specialist{% endblock %}
+
+{% block content %}
+    <form method="post">
+        {{ form.hidden_tag() }}
+        {%  set disabled_fields = [] %}
+        {%  set exclude_fields = [] %}
+        {% for field in form %}
+            {{ render_field(field, disabled_fields, exclude_fields) }}
+        {% endfor %}
+        <button type="submit" class="btn btn-primary">Execute Specialist</button>
+    </form>
+{% endblock %}
+
+{% block content_footer %}
+
+{% endblock %}

eveai_app/templates/interaction/session_interactions.html

@@ -0,0 +1,25 @@
+{% extends 'base.html' %}
+{%  from 'macros.html' import render_selectable_table, render_pagination %}
+
+{% block title %}Chat Sessions Interactions{% endblock %}
+
+{% block content_title %}Chat Sessions{% endblock %}
+{% block content_description %}View Chat Sessions for Tenant{% endblock %}
+{% block content_class %}<div class="col-xl-12 col-lg-5 col-md-7 mx-auto"></div>{% endblock %}
+
+{% block content %}
+<div class="container">
+    <form method="POST" action="{{ url_for('interaction_bp.handle_chat_session_selection') }}" id="chatSessionsForm">
+        {{ render_selectable_table(headers=["ID", "Question At", "Detailed Question At", "Answer At", "Processing Error"], rows=rows, selectable=False, id="interactionsTable") }}
+{#        <div class="form-group mt-3 d-flex justify-content-between">#}
+{#            <div>#}
+{#                <button type="submit" name="action" value="view_chat_session" class="btn btn-primary" onclick="return validateTableSelection('chatSessionsForm')">View Chat Session</button>#}
+{#            </div>#}
+{#        </div>#}
+    </form>
+</div>
+{% endblock %}
+
+{% block content_footer %}
+    {{ get_pagination_html(pagination, 'interaction_bp.session_interactions_by_session_id', session_id=chat_session.session_id) }}
+{% endblock %}

eveai_app/templates/interaction/specialist_execution_status.html

@@ -0,0 +1,192 @@
+{% extends "base.html" %}
+
+{% block title %}Specialist Execution Status{% endblock %}
+
+{% block content %}
+<div class="container mt-4">
+    <div class="row">
+        <div class="col-12">
+            <div class="card">
+                <div class="card-header d-flex justify-content-between align-items-center">
+                    <h4>Specialist Execution Status</h4>
+                    {% if specialist %}
+                    <span class="badge bg-primary">{{ specialist.name }}</span>
+                    {% endif %}
+                </div>
+                <div class="card-body">
+                    <div class="progress mb-4">
+                        <div id="progress-bar" class="progress-bar progress-bar-striped progress-bar-animated" role="progressbar" style="width: 0%"></div>
+                    </div>
+
+                    <div class="mb-4">
+                        <h5>Current Status:</h5>
+                        <div id="current-status" class="alert alert-info">Execution starting...</div>
+                    </div>
+
+                    <div class="mb-4">
+                        <h5>Execution Log:</h5>
+                        <div id="execution-log" class="border p-3 bg-light" style="max-height: 300px; overflow-y: auto;">
+                            <div class="text-muted">Waiting for updates...</div>
+                        </div>
+                    </div>
+
+                    <div id="completion-actions" class="d-none">
+                        <hr>
+                        <h5>Execution Completed</h5>
+                        <p>The specialist has completed processing.</p>
+                        <a id="view-results-btn" href="{{ prefixed_url_for('interaction_bp.view_chat_session_by_session_id', session_id=chat_session_id) }}" class="btn btn-primary">View Results</a>
+                        <a href="{{ prefixed_url_for('interaction_bp.specialists') }}" class="btn btn-secondary">Back to Specialists</a>
+                    </div>
+
+                    <div id="error-actions" class="d-none">
+                        <hr>
+                        <h5>Error Occurred</h5>
+                        <p>An error occurred during specialist execution.</p>
+                        <div id="error-details" class="alert alert-danger"></div>
+                        <a href="{{ prefixed_url_for('interaction_bp.specialists') }}" class="btn btn-secondary">Back to Specialists</a>
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+</div>
+{% endblock %}
+
+{% block scripts %}
+<script>
+    document.addEventListener('DOMContentLoaded', function() {
+        const taskId = "{{ task_id }}";
+        const executionLog = document.getElementById('execution-log');
+        const currentStatus = document.getElementById('current-status');
+        const progressBar = document.getElementById('progress-bar');
+        const completionActions = document.getElementById('completion-actions');
+        const errorActions = document.getElementById('error-actions');
+        const errorDetails = document.getElementById('error-details');
+
+        let logEntries = [];
+        let isComplete = false;
+
+        // Connect to the SSE stream
+        const eventSource = new EventSource("{{ prefixed_url_for('interaction_bp.specialist_execution_updates', task_id=task_id) }}");
+
+        // General data handler
+        eventSource.onmessage = function(event) {
+            const data = JSON.parse(event.data);
+            addLogEntry(data);
+            updateStatus(data);
+        };
+
+        // Specific event handlers
+        eventSource.addEventListener('Task Started', function(event) {
+            const data = JSON.parse(event.data);
+            progressBar.style.width = '10%';
+            currentStatus.textContent = 'Task started: ' + data.data.message;
+            currentStatus.className = 'alert alert-info';
+        });
+
+        eventSource.addEventListener('Task Progress', function(event) {
+            const data = JSON.parse(event.data);
+            // Update progress percentage if available
+            if (data.data.percentage) {
+                progressBar.style.width = data.data.percentage + '%';
+            } else {
+                // Incremental progress if no percentage available
+                const currentWidth = parseInt(progressBar.style.width) || 0;
+                progressBar.style.width = Math.min(currentWidth + 5, 90) + '%';
+            }
+        });
+
+        eventSource.addEventListener('Task Complete', function(event) {
+            const data = JSON.parse(event.data);
+            progressBar.style.width = '100%';
+            progressBar.className = 'progress-bar bg-success';
+            currentStatus.textContent = 'Processing completed: ' + data.data.message;
+            currentStatus.className = 'alert alert-success';
+            completionActions.classList.remove('d-none');
+            isComplete = true;
+            eventSource.close();
+        });
+
+        eventSource.addEventListener('Task Error', function(event) {
+            const data = JSON.parse(event.data);
+            progressBar.className = 'progress-bar bg-danger';
+            currentStatus.textContent = 'Error occurred';
+            currentStatus.className = 'alert alert-danger';
+            errorDetails.textContent = data.data.error;
+            errorActions.classList.remove('d-none');
+            eventSource.close();
+        });
+
+        eventSource.addEventListener('EveAI Specialist Complete', function(event) {
+            const data = JSON.parse(event.data);
+            progressBar.style.width = '100%';
+            progressBar.className = 'progress-bar bg-success';
+            currentStatus.textContent = 'Specialist processing completed';
+            currentStatus.className = 'alert alert-success';
+            completionActions.classList.remove('d-none');
+            isComplete = true;
+            eventSource.close();
+        });
+
+        eventSource.onerror = function(event) {
+            // Only report an error if the task is not already completed
+            if (!isComplete) {
+                currentStatus.textContent = 'Connection to server lost';
+                currentStatus.className = 'alert alert-warning';
+                errorDetails.textContent = 'The connection to the server was lost. The task may still be running.';
+                errorActions.classList.remove('d-none');
+            }
+        };
+
+        function addLogEntry(data) {
+            const timestamp = new Date(data.timestamp).toLocaleTimeString();
+            const message = data.data.message || JSON.stringify(data.data);
+            const type = data.processing_type;
+
+            // Add the log entry to the array
+            logEntries.push({timestamp, message, type});
+
+            // Limit to last 100 entries
+            if (logEntries.length > 100) {
+                logEntries.shift();
+            }
+
+            // Refresh the log element
+            renderLog();
+        }
+
+        function renderLog() {
+            executionLog.innerHTML = '';
+
+            logEntries.forEach(entry => {
+                const entryElement = document.createElement('div');
+                entryElement.className = 'log-entry mb-1';
+
+                // Determine the appropriate badge color based on type
+                let badgeClass = 'bg-secondary';
+                if (entry.type === 'Task Started') badgeClass = 'bg-primary';
+                if (entry.type === 'Task Progress') badgeClass = 'bg-info';
+                if (entry.type === 'Task Complete' || entry.type === 'EveAI Specialist Complete') badgeClass = 'bg-success';
+                if (entry.type === 'Task Error') badgeClass = 'bg-danger';
+
+                entryElement.innerHTML = `
+                    <span class="badge ${badgeClass}">${entry.timestamp}</span>
+                    <span class="ms-2">${entry.message}</span>
+                `;
+
+                executionLog.appendChild(entryElement);
+            });
+
+            // Scroll to bottom
+            executionLog.scrollTop = executionLog.scrollHeight;
+        }
+
+        function updateStatus(data) {
+            // Update the current status with the latest information
+            if (data.data.message) {
+                currentStatus.textContent = data.data.message;
+            }
+        }
+    });
+</script>
+{% endblock %}

eveai_app/templates/interaction/specialists.html

@@ -14,6 +14,7 @@
         <div class="form-group mt-3 d-flex justify-content-between">
             <div>
                 <button type="submit" name="action" value="edit_specialist" class="btn btn-primary" onclick="return validateTableSelection('specialistsForm')">Edit Specialist</button>
+                <button type="submit" name="action" value="execute_specialist" class="btn btn-primary" onclick="return validateTableSelection('specialistsForm')">Execute Specialist</button>
             </div>
             <button type="submit" name="action" value="create_specialist" class="btn btn-success">Register Specialist</button>
         </div>

eveai_app/templates/interaction/view_chat_session.html

@@ -50,19 +50,18 @@
                     {% if specialist_arguments %}
                     <div class="mb-4">
                         <h6 class="mb-3">Specialist Arguments:</h6>
-                        <div class="code-wrapper">
-                            <pre><code class="language-json" style="width: 100%;">{{ specialist_arguments | tojson(indent=2) }}</code></pre>
-                        </div>
+                        <div id="args-viewer-{{ loop.index }}" class="json-viewer" style="height: 300px; width: 100%;"></div>
+                        <div id="args-viewer-{{ loop.index }}-data" class="d-none">{{ specialist_arguments | tojson(indent=2) }}</div>
                     </div>
                     {% endif %}
 
+
                     <!-- Results Section -->
                     {% if specialist_results %}
                     <div class="mb-4">
                         <h6 class="mb-3">Specialist Results:</h6>
-                        <div class="code-wrapper">
-                            <pre><code class="language-json" style="width: 100%;">{{ specialist_results | tojson(indent=2) }}</code></pre>
-                        </div>
+                        <div id="results-viewer-{{ loop.index }}" class="json-viewer" style="height: 300px; width: 100%;"></div>
+                        <div id="results-viewer-{{ loop.index }}-data" class="d-none">{{ specialist_results | tojson(indent=2) }}</div>
                     </div>
                     {% endif %}
 
@@ -94,166 +93,41 @@
     </div>
 </div>
 {% endblock %}
-
-{% block styles %}
-{{ super() }}
-<style>
-    .interaction-header {
-        font-size: 0.9rem;
-        display: flex;
-        flex-direction: column;
-        width: 100%;
-        padding: 0.5rem 0;
-    }
-
-    .interaction-metadata {
-        display: flex;
-        gap: 1rem;
-        align-items: center;
-        margin-bottom: 0.5rem;
-    }
-
-    .interaction-time {
-        font-size: 0.9rem;
-    }
-
-    .specialist-info {
-        display: flex;
-        gap: 0.5rem;
-        align-items: center;
-    }
-
-    .interaction-question {
-        font-size: 0.9rem;
-        font-weight: bold;
-        line-height: 1.4;
-    }
-
-    .badge {
-        font-size: 0.9rem;
-        padding: 0.35em 0.65em;
-        white-space: nowrap;
-    }
-
-    .accordion-button {
-        padding: 0.5rem 1rem;
-    }
-
-    .accordion-button::after {
-        margin-left: 1rem;
-    }
-
-    .json-display {
-        background-color: #f8f9fa;
-        border-radius: 4px;
-        padding: 15px;
-        margin: 0;
-        white-space: pre-wrap;
-        word-wrap: break-word;
-        font-family: monospace;
-        font-size: 0.85rem;
-        line-height: 1.5;
-        max-width: 100%;
-        overflow-x: auto;
-    }
-
-    .list-group-item {
-        font-size: 0.9rem;
-    }
-
-    .material-icons {
-        font-size: 1.1rem;
-    }
-
-    pre {
-        margin: 0;
-        padding: 0;
-        white-space: pre-wrap !important;       /* Force wrapping */
-        word-wrap: break-word !important;       /* Break long words if necessary */
-        max-width: 100%;                        /* Ensure container doesn't overflow */
-    }
-
-    pre, code {
-        margin: 0;
-        padding: 0;
-        white-space: pre-wrap !important;       /* Force wrapping */
-        word-wrap: break-word !important;       /* Break long words if necessary */
-        max-width: 100%;                        /* Ensure container doesn't overflow */
-    }
-
-    pre code {
-        padding: 1rem !important;
-        border-radius: 4px;
-        font-size: 0.75rem;
-        line-height: 1.5;
-        white-space: pre-wrap !important;       /* Force wrapping in code block */
-    }
-
-    .code-wrapper {
-        position: relative;
-        width: 100%;
-    }
-
-    /* Override all possible highlight.js white-space settings */
-    .code-wrapper pre,
-    .code-wrapper pre code,
-    .code-wrapper pre code.hljs,
-    .code-wrapper .hljs {
-        white-space: pre-wrap !important;
-        overflow-wrap: break-word !important;
-        word-wrap: break-word !important;
-        word-break: break-word !important;
-        max-width: 100% !important;
-        overflow-x: hidden !important;
-    }
-
-    .code-wrapper pre {
-        margin: 0;
-        background: #f8f9fa;
-        border-radius: 4px;
-    }
-
-    .code-wrapper pre code {
-        padding: 1rem !important;
-        font-family: monospace;
-        font-size: 0.9rem;
-        line-height: 1.5;
-        display: block;
-    }
-
-    /* Override highlight.js default nowrap behavior */
-    .hljs {
-        background: #f8f9fa !important;
-        white-space: pre-wrap !important;
-        word-wrap: break-word !important;
-    }
-
-    /* Color theme */
-    .hljs-string {
-        color: #0a3069 !important;
-    }
-
-    .hljs-attr {
-        color: #953800 !important;
-    }
-
-    .hljs-number {
-        color: #116329 !important;
-    }
-
-    .hljs-boolean {
-        color: #0550ae !important;
-    }
-</style>
-{% endblock %}
-
 {% block scripts %}
-{{ super() }}
 <script>
 document.addEventListener('DOMContentLoaded', function() {
-    // Initialize syntax highlighting
-    document.querySelectorAll('pre code').forEach((block) => {
-        hljs.highlightElement(block);
+    // JSONEditor initialiseren wanneer een accordion item wordt geopend
+    const accordionButtons = document.querySelectorAll('.accordion-button');
+
+    accordionButtons.forEach(function(button, index) {
+        button.addEventListener('click', function() {
+            // Voeg een kleine vertraging toe om te zorgen dat de accordion volledig is geopend
+            setTimeout(function() {
+                const isExpanded = button.getAttribute('aria-expanded') === 'true';
+
+                if (isExpanded) {
+                    // Als de json-viewer class niet wordt gebruikt, handmatige initialisatie
+                    const loopIndex = index + 1;
+
+                    // Controleer of er elementen zijn die niet automatisch zijn geïnitialiseerd
+                    // Dit is een backup voor het geval de automatische initialisatie niet werkt
+                    const containers = document.querySelectorAll(`#collapse${loopIndex} .json-editor-container`);
+                    containers.forEach(function(container) {
+                        if (!container.classList.contains('jsoneditor-initialized')) {
+                            const dataElement = document.getElementById(`${container.id}-data`);
+                            if (dataElement) {
+                                try {
+                                    const jsonData = JSON.parse(dataElement.value || dataElement.textContent);
+                                    window.EveAI.JsonEditors.initializeReadOnly(container.id, jsonData);
+                                } catch (e) {
+                                    console.error(`Error parsing JSON for ${container.id}:`, e);
+                                }
+                            }
+                        }
+                    });
+                }
+            }, 300);
+        });
     });
 });
 </script>

eveai_app/templates/interaction/waiting_for_session.html

@@ -0,0 +1,42 @@
+
+{% extends 'base.html' %}
+
+{% block title %}Waiting for Chat Session{% endblock %}
+
+{% block content_title %}Chat Session Being Created{% endblock %}
+{% block content_description %}Please wait...{% endblock %}
+{% block content_class %}<div class="col-xl-12 col-lg-5 col-md-7 mx-auto"></div>{% endblock %}
+
+{% block extra_head %}
+<meta http-equiv="refresh" content="2;url={{ refresh_url }}">
+<style>
+    .spinner {
+        width: 40px;
+        height: 40px;
+        margin: 30px auto;
+        border: 4px solid rgba(0, 0, 0, 0.1);
+        border-radius: 50%;
+        border-top: 4px solid #3498db;
+        animation: spin 2s linear infinite;
+    }
+
+    @keyframes spin {
+        0% { transform: rotate(0deg); }
+        100% { transform: rotate(360deg); }
+    }
+</style>
+{% endblock %}
+
+{% block content %}
+<div class="container text-center">
+    <div class="card">
+        <div class="card-body">
+            <h4 class="card-title">Chat Session is being created</h4>
+            <div class="spinner"></div>
+            <p class="mt-3">The specialist is being executed and the chat session is being created.</p>
+            <p>Session ID: <code>{{ session_id }}</code></p>
+            <p>This page will automatically refresh every 2 seconds...</p>
+        </div>
+    </div>
+</div>
+{% endblock %}

eveai_app/templates/macros.html

@@ -357,42 +357,47 @@
 </div>
 {% endmacro %}
 
-{% macro render_pagination(pagination, endpoint) %}
-<nav aria-label="Page navigation">
-  <ul class="pagination">
-    <!-- Previous Button -->
-    <li class="page-item {{ 'disabled' if not pagination.has_prev }}">
-      <a class="page-link" href="{{ url_for(endpoint, page=pagination.prev_num) if pagination.has_prev else 'javascript:;' }}" tabindex="-1">
-        <span class="material-symbols-outlined">keyboard_double_arrow_left</span>
-{#        <span class="sr-only">Previous</span>#}
-      </a>
-    </li>
-
-    <!-- Page Number Buttons -->
-    {% for page in pagination.iter_pages(left_edge=1, left_current=2, right_current=3, right_edge=1) %}
-      <li class="page-item {{ 'active' if page == pagination.page }}">
-        <a class="page-link" href="{{ url_for(endpoint, page=page) }}">
-          {% if page == pagination.page %}
-            <span class="material-symbols-outlined">target</span>
-{#            <span class="sr-only">(current)</span>#}
-          {% else %}
-            {{ page }}
-          {% endif %}
-        </a>
-      </li>
-    {% endfor %}
-
-    <!-- Next Button -->
-    <li class="page-item {{ 'disabled' if not pagination.has_next }}">
-      <a class="page-link" href="{{ url_for(endpoint, page=pagination.next_num) if pagination.has_next else 'javascript:;' }}">
-        <span class="material-symbols-outlined">keyboard_double_arrow_right</span>
+{#{% macro render_pagination(pagination, endpoint) %}#}
+{#<nav aria-label="Page navigation">#}
+{#  <ul class="pagination">#}
+{#    <!-- Previous Button -->#}
+{#    <li class="page-item {{ 'disabled' if not pagination.has_prev }}">#}
+{#      <a class="page-link" href="{{ url_for(endpoint, page=pagination.prev_num) if pagination.has_prev else 'javascript:;' }}" tabindex="-1">#}
+{#        <span class="material-symbols-outlined">keyboard_double_arrow_left</span>#}
+{#      </a>#}
+{#    </li>#}
+{##}
+{#    <!-- Page Number Buttons -->#}
+{#    {% for page in pagination.iter_pages(left_edge=1, left_current=2, right_current=3, right_edge=1) %}#}
+{#      <li class="page-item {{ 'active' if page == pagination.page }}">#}
+{#        <a class="page-link" href="{{ url_for(endpoint, page=page) }}">#}
+{#          {% if page == pagination.page %}#}
+{#            <span class="material-symbols-outlined">target</span>#}
+{#          {% else %}#}
+{#            {{ page }}#}
+{#          {% endif %}#}
+{#        </a>#}
+{#      </li>#}
+{#    {% endfor %}#}
+{##}
+{#    <!-- Next Button -->#}
+{#    <li class="page-item {{ 'disabled' if not pagination.has_next }}">#}
+{#      <a class="page-link" href="{{ url_for(endpoint, page=pagination.next_num) if pagination.has_next else 'javascript:;' }}">#}
+{#        <span class="material-symbols-outlined">keyboard_double_arrow_right</span>#}
 {#        <span class="sr-only">Next</span>#}
-      </a>
-    </li>
-  </ul>
-</nav>
+{#      </a>#}
+{#    </li>#}
+{#  </ul>#}
+{#</nav>#}
+{#{% endmacro %}#}
+
+{% macro render_pagination(pagination, endpoint) %}
+    {# Deze macro is een wrapper rond de globale get_pagination_html functie #}
+    {# Ondersteunt nu expliciet een session_id parameter #}
+    {{ get_pagination_html(pagination, endpoint) }}
 {% endmacro %}
 
+
 {% macro render_filter_field(field_name, label, options, current_value) %}
 <div class="form-group">
     <label for="{{ field_name }}">{{ label }}</label>

eveai_app/templates/scripts.html

@@ -17,6 +17,188 @@
         <link href="https://cdnjs.cloudflare.com/ajax/libs/jsoneditor/10.1.0/jsoneditor.min.css" rel="stylesheet" type="text/css">
         <script src="https://cdnjs.cloudflare.com/ajax/libs/jsoneditor/10.1.0/jsoneditor.min.js"></script>
 
+<script>
+window.EveAI = window.EveAI || {};
+
+// Centraal beheer van JSONEditor instanties
+window.EveAI.JsonEditors = {
+    instances: {},
+
+    // Initialiseer een nieuwe JSONEditor
+    initialize: function(containerId, data, options = {}) {
+        const container = document.getElementById(containerId);
+
+        if (!container) {
+            console.error(`Container with ID ${containerId} not found`);
+            return null;
+        }
+
+        if (this.instances[containerId]) {
+            console.log(`JSONEditor for ${containerId} already initialized`);
+            return this.instances[containerId];
+        }
+
+        // Bepaal of de editor in read-only modus moet worden weergegeven
+        const isReadOnly = options.readOnly === true;
+
+        // Standaard opties
+        const defaultOptions = {
+            mode: isReadOnly ? 'tree' : 'tree',  // Gebruik 'tree' voor read-only om expand/collapse te behouden
+            modes: isReadOnly ? ['tree', 'view'] : ['tree', 'code', 'view'], // Voeg 'tree' toe aan read-only modes
+            search: true,
+            navigationBar: false,
+            mainMenuBar: true,     // Behoud menubar voor expand/collapse knoppen
+            statusBar: !isReadOnly // Verberg alleen statusbar in read-only modus
+        };
+
+        // Als expliciet onEditable=false is ingesteld, zorg ervoor dat de editor read-only is
+        if (options.onEditable === false || options.onEditable && typeof options.onEditable === 'function') {
+            defaultOptions.onEditable = function() { return false; };
+        }
+
+        // Combineer standaard opties met aangepaste opties
+        const editorOptions = {...defaultOptions, ...options};
+
+        try {
+            const editor = new JSONEditor(container, editorOptions, data);
+            container.classList.add('jsoneditor-initialized');
+
+            // Voeg read-only klasse toe indien nodig
+            if (isReadOnly) {
+                container.classList.add('jsoneditor-readonly-mode');
+            } else {
+                container.classList.add('jsoneditor-edit-mode');
+            }
+
+            this.instances[containerId] = editor;
+            return editor;
+        } catch (e) {
+            console.error(`Error initializing JSONEditor for ${containerId}:`, e);
+            container.innerHTML = `<div class="alert alert-danger p-3">
+                <strong>Error loading JSON data:</strong><br>${e.message}
+            </div>`;
+            return null;
+        }
+    },
+
+    // Initialiseer een read-only JSONEditor (handige functie)
+    initializeReadOnly: function(containerId, data, additionalOptions = {}) {
+        const readOnlyOptions = {
+            readOnly: true,
+            mode: 'tree',          // Gebruik tree mode voor navigatie
+            modes: ['tree', 'view'], // Beperk tot tree en view
+            expandAll: true,       // Alles openklappen bij initialisatie
+            onEditable: function() { return false; }
+        };
+
+        // Combineer read-only opties met eventuele aanvullende opties
+        const options = {...readOnlyOptions, ...additionalOptions};
+
+        return this.initialize(containerId, data, options);
+    },
+
+    // Haal een bestaande instantie op of maak een nieuwe aan
+    get: function(containerId, data, options = {}) {
+        if (this.instances[containerId]) {
+            return this.instances[containerId];
+        }
+
+        return this.initialize(containerId, data, options);
+    },
+
+    // Verwijder een instantie
+    destroy: function(containerId) {
+        if (this.instances[containerId]) {
+            this.instances[containerId].destroy();
+            delete this.instances[containerId];
+
+            const container = document.getElementById(containerId);
+            if (container) {
+                container.classList.remove('jsoneditor-initialized');
+                container.classList.remove('jsoneditor-readonly-mode');
+                container.classList.remove('jsoneditor-edit-mode');
+            }
+        }
+    }
+};
+
+// Zoek en initialiseer standaard JSON editors bij DOMContentLoaded
+document.addEventListener('DOMContentLoaded', function() {
+    // Initialize tooltips
+    var tooltipTriggerList = [].slice.call(document.querySelectorAll('[data-bs-toggle="tooltip"]'))
+    var tooltipList = tooltipTriggerList.map(function (tooltipTriggerEl) {
+        return new bootstrap.Tooltip(tooltipTriggerEl)
+    });
+
+    // Initialiseer JSON editors voor tekstgebieden met de klasse 'json-editor'
+    document.querySelectorAll('.json-editor').forEach(function(textarea) {
+        // Controleer of er een bijbehorende container is
+        const containerId = textarea.id + '-editor';
+        const container = document.getElementById(containerId);
+
+        if (container) {
+            try {
+                // Parse de JSON-data uit het tekstgebied
+                const data = textarea.value ? JSON.parse(textarea.value) : {};
+
+                // Controleer of de editor in read-only modus moet worden getoond
+                const isReadOnly = textarea.readOnly || textarea.hasAttribute('readonly') ||
+                                   textarea.classList.contains('readonly');
+
+                // Bepaal de juiste editor-opties op basis van de read-only status
+                const editorOptions = {
+                    mode: isReadOnly ? 'tree' : 'code', // Gebruik tree voor read-only
+                    modes: isReadOnly ? ['tree', 'view'] : ['code', 'tree'],
+                    readOnly: isReadOnly,
+                    onEditable: function() { return !isReadOnly; },
+                    onChangeText: isReadOnly ? undefined : function(jsonString) {
+                        textarea.value = jsonString;
+                    }
+                };
+
+                // Initialiseer de editor
+                const editor = window.EveAI.JsonEditors.initialize(containerId, data, editorOptions);
+
+                // Voeg validatie toe als het een bewerkbare editor is
+                if (!isReadOnly && editor) {
+                    editor.validate().then(function(errors) {
+                        if (errors.length) {
+                            container.style.border = '2px solid red';
+                        } else {
+                            container.style.border = '1px solid #ccc';
+                        }
+                    });
+                }
+            } catch (e) {
+                console.error('Error parsing initial JSON:', e);
+                container.innerHTML = `<div class="alert alert-danger p-3">
+                    <strong>Error loading JSON data:</strong><br>${e.message}
+                </div>`;
+            }
+        }
+    });
+
+    // Initialiseer JSON editors voor containers met de klasse 'json-viewer' (alleen-lezen)
+    document.querySelectorAll('.json-viewer').forEach(function(container) {
+        const dataElement = document.getElementById(container.id + '-data');
+
+        if (dataElement) {
+            try {
+                // Parse de JSON-data
+                const data = dataElement.textContent ? JSON.parse(dataElement.textContent) : {};
+
+                // Initialiseer een read-only editor met tree-mode voor navigatie
+                window.EveAI.JsonEditors.initializeReadOnly(container.id, data);
+            } catch (e) {
+                console.error('Error parsing JSON for viewer:', e);
+                container.innerHTML = `<div class="alert alert-danger p-3">
+                    <strong>Error loading JSON data:</strong><br>${e.message}
+                </div>`;
+            }
+        }
+    });
+});
+</script>
 <script>
 document.addEventListener('DOMContentLoaded', function() {
     // Initialize tooltips
@@ -156,6 +338,24 @@ function validateTableSelection(formId) {
     return true;
 }
 </script>
+<script>
+$(document).ready(function() {
+  // Maak tabelrijen klikbaar (voor tabellen met radio-buttons)
+  $(document).on('click', 'table tbody tr', function(e) {
+    // Voorkom dat dit gedrag optreedt als er direct op de radio-button of een link wordt geklikt
+    if (!$(e.target).is('input[type="radio"], a')) {
+      // Vind de radio-button in deze rij
+      const radio = $(this).find('input[type="radio"]');
+      // Selecteer de radio-button
+      radio.prop('checked', true);
+      // Voeg visuele feedback toe voor de gebruiker
+      $('table tbody tr').removeClass('table-active');
+      $(this).addClass('table-active');
+    }
+  });
+});
+</script>
+
 <style>
 .json-editor-container {
     height: 400px;

eveai_app/views/dynamic_form_base.py

@@ -81,6 +81,8 @@ class DynamicFormBase(FlaskForm):
                         message=f"Value must be between {min_value or '-∞'} and {max_value or '∞'}"
                     )
                 )
+        elif field_type in ['string', 'str']:
+            validators_list.append(self._validate_string_not_empty)
         elif field_type == 'tagging_fields':
             validators_list.append(self._validate_tagging_fields)
         elif field_type == 'tagging_fields_filter':
@@ -130,6 +132,11 @@ class DynamicFormBase(FlaskForm):
         except Exception as e:
             raise ValidationError(f"Invalid filter definition: {str(e)}")
 
+    def _validate_string_not_empty(self, form, field):
+        """Validator om te controleren of een StringField niet leeg is"""
+        if not field.data or field.data.strip() == "":
+            raise ValidationError("This field cannot be empty")
+
     def _validate_filter_condition(self, condition):
         """Recursively validate a filter condition structure"""
         # Check if this is a logical condition (AND/OR/NOT)
@@ -264,6 +271,7 @@ class DynamicFormBase(FlaskForm):
                     'float': FloatField,
                     'boolean': BooleanField,
                     'string': StringField,
+                    'str': StringField,
                     'text': TextAreaField,
                     'date': DateField,
                     'file': FileField,
@@ -368,6 +376,28 @@ class DynamicFormBase(FlaskForm):
                 data[original_field_name] = field.data
         return data
 
+    # def validate_on_submit(self):
+    #     """Aangepaste validate_on_submit die dynamische velden correct verwerkt"""
+    #     if request.method == 'POST':
+    #         # Update formdata met de huidige request data
+    #         self.formdata = request.form
+    #         self.raw_formdata = request.form.to_dict()
+    #
+    #         # Verwerk alle dynamische velden opnieuw met de actuele formuliergegevens
+    #         for collection_name, field_names in self.dynamic_fields.items():
+    #             for full_field_name in field_names:
+    #                 field = self._fields.get(full_field_name)
+    #                 if field:
+    #                     # Log voor debug
+    #                     current_app.logger.debug(
+    #                         f"Re-processing dynamic field {full_field_name} with current form data")
+    #                     # Verwerk het veld opnieuw met de huidige request data
+    #                     field.process(self.formdata)
+    #
+    #         # Nu voeren we de standaard validatie uit
+    #         return super().validate()
+    #     return False
+
 
 def validate_tagging_fields(form, field):
     """Validate the tagging fields structure"""

eveai_app/views/interaction_forms.py

@@ -1,6 +1,7 @@
 from flask_wtf import FlaskForm
 from wtforms import (StringField, BooleanField, SelectField, TextAreaField)
 from wtforms.fields.datetime import DateField
+from wtforms.fields.numeric import IntegerField
 from wtforms.validators import DataRequired, Length, Optional
 
 from wtforms_sqlalchemy.fields import QuerySelectMultipleField
@@ -124,3 +125,11 @@ class EditEveAIAssetVersionForm(DynamicFormBase):
     asset_type_version = StringField('Asset Type Version', validators=[DataRequired()], render_kw={'readonly': True})
     bucket_name = StringField('Bucket Name', validators=[DataRequired()], render_kw={'readonly': True})
 
+
+class ExecuteSpecialistForm(DynamicFormBase):
+    id = IntegerField('Specialist ID', validators=[DataRequired()], render_kw={'readonly': True})
+    name = StringField('Specialist Name', validators=[DataRequired()], render_kw={'readonly': True})
+    description = TextAreaField('Specialist Description', validators=[Optional()], render_kw={'readonly': True})
+
+
+

eveai_app/views/interaction_views.py

@@ -1,5 +1,7 @@
 import ast
+import json
 from datetime import datetime as dt, timezone as tz
+import time
 
 from flask import request, redirect, flash, render_template, Blueprint, session, current_app, jsonify, url_for
 from flask_security import roles_accepted
@@ -14,7 +16,9 @@ from common.models.interaction import (ChatSession, Interaction, InteractionEmbe
                                        EveAIAgent, EveAITask, EveAITool, EveAIAssetVersion)
 
 from common.extensions import db, cache_manager
+from common.services.interaction.specialist_services import SpecialistServices
 from common.utils.asset_utils import create_asset_stack, add_asset_version_file
+from common.utils.execution_progress import ExecutionProgressTracker
 from common.utils.model_logging_utils import set_logging_information, update_logging_information
 
 from common.utils.middleware import mw_before_request
@@ -25,7 +29,7 @@ from common.utils.specialist_utils import initialize_specialist
 from config.type_defs.specialist_types import SPECIALIST_TYPES
 
 from .interaction_forms import (SpecialistForm, EditSpecialistForm, EditEveAIAgentForm, EditEveAITaskForm,
-                                EditEveAIToolForm, AddEveAIAssetForm, EditEveAIAssetVersionForm)
+                                EditEveAIToolForm, AddEveAIAssetForm, EditEveAIAssetVersionForm, ExecuteSpecialistForm)
 
 interaction_bp = Blueprint('interaction_bp', __name__, url_prefix='/interaction')
 
@@ -72,10 +76,13 @@ def handle_chat_session_selection():
     cs_id = ast.literal_eval(chat_session_identification).get('value')
 
     action = request.form['action']
+    current_app.logger.debug(f'Handle Chat Session Selection Action: {action}')
 
     match action:
         case 'view_chat_session':
             return redirect(prefixed_url_for('interaction_bp.view_chat_session', chat_session_id=cs_id))
+        case 'chat_session_interactions':
+            return redirect(prefixed_url_for('interaction_bp.session_interactions', chat_session_id=cs_id))
 
     # Add more conditions for other actions
     return redirect(prefixed_url_for('interaction_bp.chat_sessions'))
@@ -124,8 +131,14 @@ def view_chat_session(chat_session_id):
 @interaction_bp.route('/view_chat_session_by_session_id/<session_id>', methods=['GET'])
 @roles_accepted('Super User', 'Partner Admin', 'Tenant Admin')
 def view_chat_session_by_session_id(session_id):
+    """
+    Deze route accepteert een session_id (string) en stuurt door naar view_chat_session met het juiste chat_session_id (integer)
+    """
+    # Vind de chat session op basis van session_id
     chat_session = ChatSession.query.filter_by(session_id=session_id).first_or_404()
-    show_chat_session(chat_session)
+
+    # Nu we het chat_session object hebben, kunnen we de bestaande functie hergebruiken
+    return view_chat_session(chat_session.id)
 
 
 def show_chat_session(chat_session):
@@ -303,6 +316,8 @@ def handle_specialist_selection():
 
     if action == "edit_specialist":
         return redirect(prefixed_url_for('interaction_bp.edit_specialist', specialist_id=specialist_id))
+    elif action == "execute_specialist":
+        return redirect(prefixed_url_for('interaction_bp.execute_specialist', specialist_id=specialist_id))
 
     return redirect(prefixed_url_for('interaction_bp.specialists'))
 
@@ -391,9 +406,8 @@ def edit_tool(tool_id):
     form = EditEveAIToolForm(obj=tool)
 
     if request.headers.get('X-Requested-With') == 'XMLHttpRequest':
-        return render_template('interaction/components/edit_tool.html',
-                               form=form,
-                               tool=tool)
+        return render_template('interaction/components/edit_tool.html', form=form, tool=tool)
+    return None
 
 
 @interaction_bp.route('/tool/<int:tool_id>/save', methods=['POST'])
@@ -546,3 +560,106 @@ def edit_asset_version(asset_version_id):
     return render_template('interaction/edit_asset_version.html', form=form)
 
 
+@interaction_bp.route('/execute_specialist/<int:specialist_id>', methods=['GET', 'POST'])
+def execute_specialist(specialist_id):
+    specialist = Specialist.query.get_or_404(specialist_id)
+    specialist_config = cache_manager.specialists_config_cache.get_config(specialist.type, specialist.type_version)
+
+    if specialist_config.get('chat', True):
+        flash("Only specialists that don't require interactions can be executed this way!", 'error')
+        return redirect(prefixed_url_for('interaction_bp.specialists'))
+
+    form = ExecuteSpecialistForm(request.form, obj=specialist)
+    arguments_config = specialist_config.get('arguments', None)
+    if arguments_config:
+        form.add_dynamic_fields('arguments', arguments_config)
+
+    if form.validate_on_submit():
+        # We're only interested in gathering the dynamic arguments
+        arguments = form.get_dynamic_data("arguments")
+        current_app.logger.debug(f"Executing specialist {specialist.id} with arguments: {arguments}")
+        session_id = SpecialistServices.start_session()
+        execution_task = SpecialistServices.execute_specialist(
+            tenant_id=session.get('tenant').get('id'),
+            specialist_id=specialist_id,
+            specialist_arguments=arguments,
+            session_id=session_id,
+            user_timezone=session.get('tenant').get('timezone')
+        )
+        current_app.logger.debug(f"Execution task for specialist {specialist.id} created: {execution_task}")
+        return redirect(prefixed_url_for('interaction_bp.session_interactions_by_session_id', session_id=session_id))
+
+    return render_template('interaction/execute_specialist.html', form=form)
+
+
+@interaction_bp.route('/session_interactions_by_session_id/<session_id>', methods=['GET'])
+@roles_accepted('Super User', 'Partner Admin', 'Tenant Admin')
+def session_interactions_by_session_id(session_id):
+    """
+    This route shows all interactions for a given session_id (string).
+    If the chat_session doesn't exist yet, it will wait for up to 10 seconds
+    (with 1 second intervals) until it becomes available.
+    """
+    waiting_message = request.args.get('waiting', 'false') == 'true'
+
+    # Try up to 10 times with 1 second pause
+    max_tries = 10
+    current_try = 1
+
+    while current_try <= max_tries:
+        chat_session = ChatSession.query.filter_by(session_id=session_id).first()
+
+        if chat_session:
+            # Session found, display the interactions
+            page = request.args.get('page', 1, type=int)
+            per_page = request.args.get('per_page', 10, type=int)
+
+            query = Interaction.query.filter_by(chat_session_id=chat_session.id).order_by(Interaction.question_at)
+
+            pagination = query.paginate(page=page, per_page=per_page, error_out=False)
+            interactions = pagination.items
+
+            rows = prepare_table_for_macro(interactions, [('id', ''), ('question_at', ''), ('detailed_question_at', ''),
+                                                          ('answer_at', ''), ('processing_error', '')])
+
+            # Define a callback to make a URL for a given page and the same session_id
+            def make_page_url(page_num):
+                return prefixed_url_for('interaction_bp.session_interactions_by_session_id', session_id=session_id,
+                                        page=page_num)
+
+            return render_template('interaction/session_interactions.html',
+                                   chat_session=chat_session, rows=rows, pagination=pagination,
+                                   make_page_url=make_page_url)
+
+        # Session not found, wait and try again
+        if current_try < max_tries:
+            current_try += 1
+            time.sleep(1)
+        else:
+            # Maximum number of attempts reached
+            break
+
+    # If we're here, the session wasn't found after the maximum number of attempts
+    flash(f'The chat session with ID {session_id} could not be found after {max_tries} attempts. '
+          f'The session may still be in the process of being created or the ID might be incorrect.', 'warning')
+
+    # Show a waiting page with auto-refresh if we haven't shown a waiting message yet
+    if not waiting_message:
+        return render_template('interaction/waiting_for_session.html',
+                               session_id=session_id,
+                               refresh_url=prefixed_url_for('interaction_bp.session_interactions_by_session_id',
+                                                            session_id=session_id,
+                                                            waiting='true'))
+
+    # If we've already shown a waiting message and still don't have a session, go back to the specialists page
+    return redirect(prefixed_url_for('interaction_bp.specialists'))
+
+
+@interaction_bp.route('/session_interactions/<chat_session_id>', methods=['GET'])
+@roles_accepted('Super User', 'Partner Admin', 'Tenant Admin')
+def session_interactions(chat_session_id):
+    """
+    This route shows all interactions for a given chat_session_id (int).
+    """
+    chat_session = ChatSession.query.get_or_404(chat_session_id)
+    return session_interactions_by_session_id(chat_session.session_id)

eveai_app/views/partner_views.py

@@ -163,6 +163,7 @@ def edit_partner_service(partner_service_id):
     partner_id = session['partner']['id']
 
     form = EditPartnerServiceForm(obj=partner_service)
+    if request.method == 'GET':
         partner_service_config = cache_manager.partner_services_config_cache.get_config(partner_service.type,
                                                                                         partner_service.type_version)
         configuration_config = partner_service_config.get('configuration')
@@ -174,11 +175,12 @@ def edit_partner_service(partner_service_id):
                                  f"{permissions_config}")
         form.add_dynamic_fields("permissions", permissions_config, partner_service.permissions)
 
-    if form.validate_on_submit():
+    if request.method == 'POST':
         current_app.logger.debug(f"Form returned: {form.data}")
         raw_form_data = request.form.to_dict()
         current_app.logger.debug(f"Raw form data: {raw_form_data}")
 
+    if form.validate_on_submit():
         form.populate_obj(partner_service)
         partner_service.configuration = form.get_dynamic_data('configuration')
         partner_service.permissions = form.get_dynamic_data('permissions')

eveai_app/views/user_forms.py

@@ -37,8 +37,6 @@ class TenantForm(FlaskForm):
         self.currency.choices = [(curr, curr) for curr in current_app.config['SUPPORTED_CURRENCIES']]
         # initialise timezone
         self.timezone.choices = [(tz, tz) for tz in pytz.all_timezones]
-        # initialise LLM fields
-        self.llm_model.choices = [(model, model) for model in current_app.config['SUPPORTED_LLMS']]
         # Initialize fallback algorithms
         self.type.choices = [(t, t) for t in current_app.config['TENANT_TYPES']]
         # Show field only for Super Users with partner in session

eveai_app/views/user_views.py

@@ -302,7 +302,6 @@ def handle_tenant_selection():
     # set tenant information in the session
     session['tenant'] = the_tenant.to_dict()
     session['default_language'] = the_tenant.default_language
-    session['llm_model'] = the_tenant.llm_model
     # remove catalog-related items from the session
     session.pop('catalog_id', None)
     session.pop('catalog_name', None)

eveai_chat_workers/outputs/globals/basic_types/list_item.py

@@ -0,0 +1,5 @@
+from pydantic import BaseModel, Field
+
+class ListItem(BaseModel):
+    title: str = Field(..., description="The title or name of the item")
+    description: str = Field(..., description="A descriptive explanation of the item")

eveai_chat_workers/outputs/traicie/competencies/competencies_v1_0.py

@@ -0,0 +1,13 @@
+from typing import List, Optional
+from pydantic import BaseModel, Field
+from eveai_chat_workers.outputs.globals.basic_types.list_item import ListItem
+
+# class BehaviouralCompetence(BaseModel):
+#     title: str = Field(..., description="The title of the behavioural competence.")
+#     description: Optional[str] = Field(None, description="The description of the behavioural competence.")
+
+class BehaviouralCompetencies(BaseModel):
+    competencies: List[ListItem] = Field(
+        default_factory=list,
+        description="A list of behavioural competencies."
+    )

eveai_chat_workers/outputs/traicie/knockout_criteria/knockout_criteria_v1_0.py

@@ -0,0 +1,13 @@
+from typing import List, Optional
+from pydantic import BaseModel, Field
+from eveai_chat_workers.outputs.globals.basic_types.list_item import ListItem
+
+# class KnockoutCriterion(BaseModel):
+#     title: str = Field(..., description="The title of the knockout criterion.")
+#     description: Optional[str] = Field(None, description="Further explanation of the knockout criterion.")
+
+class KnockoutCriteria(BaseModel):
+    criteria: List[ListItem] = Field(
+        default_factory=list,
+        description="A prioritized list of the 5 most critical knockout criteria, ranked by importance."
+    )

eveai_chat_workers/specialists/base_specialist.py

@@ -3,6 +3,7 @@ from abc import ABC, abstractmethod
 from typing import Dict, Any, List
 from flask import current_app
 
+from common.extensions import cache_manager
 from common.models.interaction import SpecialistRetriever
 from common.utils.execution_progress import ExecutionProgressTracker
 from config.logging_config import TuningLogger
@@ -75,6 +76,8 @@ class BaseSpecialistExecutor(ABC):
                 'tuning',
                 tenant_id=self.tenant_id,
                 specialist_id=self.specialist_id,
+                session_id=self.session_id,
+                log_file=f"logs/tuning_{self.session_id}.log"
             )
             # Verify logger is working with a test message
             if self.tuning:
@@ -101,6 +104,13 @@ class BaseSpecialistExecutor(ABC):
 
 def get_specialist_class(specialist_type: str, type_version: str):
     major_minor = '_'.join(type_version.split('.')[:2])
+    specialist_config = cache_manager.specialists_config_cache.get_config(specialist_type, type_version)
+    partner = specialist_config.get("partner", None)
+    current_app.logger.debug(f"Specialist partner for {specialist_type} {type_version} is {partner}")
+    if partner:
+        module_path = f"eveai_chat_workers.specialists.{partner}.{specialist_type}.{major_minor}"
+    else:
         module_path = f"eveai_chat_workers.specialists.{specialist_type}.{major_minor}"
+    current_app.logger.debug(f"Importing specialist class from {module_path}")
     module = importlib.import_module(module_path)
     return module.SpecialistExecutor

eveai_chat_workers/specialists/crewai_base_classes.py

@@ -77,6 +77,9 @@ class EveAICrewAICrew(Crew):
     model_config = ConfigDict(arbitrary_types_allowed=True)
 
     def __init__(self, specialist, name: str, **kwargs):
+        if specialist.tuning:
+            log_file = f"logs/crewai/{specialist.session_id}_{specialist.task_id}.txt"
+
         super().__init__(**kwargs)
         self.specialist = specialist
         self.name = name

eveai_chat_workers/specialists/crewai_base_specialist.py

@@ -244,7 +244,7 @@ class CrewAIBaseSpecialistExecutor(BaseSpecialistExecutor):
             current_app.logger.error(f"Error detailing question: {e}")
             return question  # Fallback to original question
 
-    def _retrieve_context(self, arguments: SpecialistArguments) -> Tuple[str, List[int]]:
+    def _retrieve_context(self, arguments: SpecialistArguments) -> tuple[str, list[dict[str, Any]]]:
         with current_event.create_span("Specialist Retrieval"):
             self.log_tuning("Starting context retrieval", {
                 "num_retrievers": len(self.retrievers),
@@ -326,6 +326,8 @@ class CrewAIBaseSpecialistExecutor(BaseSpecialistExecutor):
         raise NotImplementedError
 
     def execute_specialist(self, arguments: SpecialistArguments) -> SpecialistResult:
+        current_app.logger.debug(f"Retrievers for this specialist: {self.retrievers}")
+        if self.retrievers:
             # Detail the incoming query
             if self._cached_session.interactions:
                 query = arguments.query
@@ -341,11 +343,12 @@ class CrewAIBaseSpecialistExecutor(BaseSpecialistExecutor):
             detailed_arguments = arguments.model_copy(update=modified_arguments)
             formatted_context, citations = self._retrieve_context(detailed_arguments)
             result = self.execute(detailed_arguments, formatted_context, citations)
-
             modified_result = {
                 "detailed_query": detailed_query,
                 "citations": citations,
             }
             final_result = result.model_copy(update=modified_result)
+        else:
+            final_result = self.execute(arguments, "", [])
 
         return final_result

eveai_chat_workers/specialists/globals/RAG_SPECIALIST/1_0.py

@@ -10,7 +10,7 @@ from common.utils.business_event_context import current_event
 from eveai_chat_workers.retrievers.retriever_typing import RetrieverArguments
 from eveai_chat_workers.specialists.crewai_base_specialist import CrewAIBaseSpecialistExecutor
 from eveai_chat_workers.specialists.specialist_typing import SpecialistResult, SpecialistArguments
-from eveai_chat_workers.outputs.rag.rag_v1_0 import RAGOutput
+from eveai_chat_workers.outputs.globals.rag.rag_v1_0 import RAGOutput
 from eveai_chat_workers.specialists.crewai_base_classes import EveAICrewAICrew, EveAICrewAIFlow, EveAIFlowState
 
 

eveai_chat_workers/specialists/globals/SPIN_SPECIALIST/1_0.py

@@ -14,9 +14,9 @@ from common.utils.business_event_context import current_event
 from eveai_chat_workers.retrievers.retriever_typing import RetrieverArguments
 from eveai_chat_workers.specialists.crewai_base_specialist import CrewAIBaseSpecialistExecutor
 from eveai_chat_workers.specialists.specialist_typing import SpecialistResult, SpecialistArguments
-from eveai_chat_workers.outputs.identification.identification_v1_0 import LeadInfoOutput
-from eveai_chat_workers.outputs.spin.spin_v1_0 import SPINOutput
-from eveai_chat_workers.outputs.rag.rag_v1_0 import RAGOutput
+from eveai_chat_workers.outputs.globals.identification.identification_v1_0 import LeadInfoOutput
+from eveai_chat_workers.outputs.globals.spin.spin_v1_0 import SPINOutput
+from eveai_chat_workers.outputs.globals.rag.rag_v1_0 import RAGOutput
 from eveai_chat_workers.specialists.crewai_base_classes import EveAICrewAICrew, EveAICrewAIFlow, EveAIFlowState
 from common.utils.pydantic_utils import flatten_pydantic_model
 

eveai_chat_workers/specialists/traicie/TRAICIE_VACANCY_DEFINITION_SPECIALIST/1_0.py

@@ -0,0 +1,158 @@
+import asyncio
+import json
+from os import wait
+from typing import Optional, List
+
+from crewai.flow.flow import start, listen, and_
+from crewai import Process
+from flask import current_app
+from gevent import sleep
+from pydantic import BaseModel, Field
+
+from common.extensions import cache_manager
+from common.models.user import Tenant
+from common.utils.business_event_context import current_event
+from eveai_chat_workers.outputs.globals.basic_types.list_item import ListItem
+from eveai_chat_workers.retrievers.retriever_typing import RetrieverArguments
+from eveai_chat_workers.specialists.crewai_base_specialist import CrewAIBaseSpecialistExecutor
+from eveai_chat_workers.specialists.specialist_typing import SpecialistResult, SpecialistArguments
+from eveai_chat_workers.outputs.traicie.competencies.competencies_v1_0 import BehaviouralCompetencies
+from eveai_chat_workers.outputs.traicie.knockout_criteria.knockout_criteria_v1_0 import KnockoutCriteria
+from eveai_chat_workers.specialists.crewai_base_classes import EveAICrewAICrew, EveAICrewAIFlow, EveAIFlowState
+from common.utils.pydantic_utils import flatten_pydantic_model
+
+
+class SpecialistExecutor(CrewAIBaseSpecialistExecutor):
+    """
+    type: TRAICIE_VACANCY_DEFINITION_SPECIALIST
+    type_version: 1.0
+    Traicie Vacancy Definition Specialist Executor class
+    """
+
+    def __init__(self, tenant_id, specialist_id, session_id, task_id, **kwargs):
+        self.vac_def_crew = None
+
+        super().__init__(tenant_id, specialist_id, session_id, task_id)
+
+        # Load the Tenant & set language
+        self.tenant = Tenant.query.get_or_404(tenant_id)
+
+    @property
+    def type(self) -> str:
+        return "TRAICIE_VACANCY_DEFINITION_SPECIALIST"
+
+    @property
+    def type_version(self) -> str:
+        return "1.0"
+
+    def _config_task_agents(self):
+        self._add_task_agent("traicie_get_competencies_task", "traicie_hr_bp_agent")
+        self._add_task_agent("traicie_get_ko_criteria_task", "traicie_hr_bp_agent")
+
+    def _config_pydantic_outputs(self):
+        self._add_pydantic_output("traicie_get_competencies_task", BehaviouralCompetencies, "competencies")
+        self._add_pydantic_output("traicie_get_ko_criteria_task", KnockoutCriteria, "criteria")
+
+    def _instantiate_specialist(self):
+        verbose = self.tuning
+
+        vac_def_agents = [self.traicie_hr_bp_agent]
+        vac_def_tasks = [self.traicie_get_competencies_task, self.traicie_get_ko_criteria_task]
+        self.vac_def_crew = EveAICrewAICrew(
+            self,
+            "Vacancy Definition Crew",
+            agents=vac_def_agents,
+            tasks=vac_def_tasks,
+            verbose=verbose,
+        )
+
+        self.flow = VacancyDefinitionFlow(
+            self,
+            self.vac_def_crew
+        )
+
+    def execute(self, arguments: SpecialistArguments, formatted_context, citations) -> SpecialistResult:
+        self.log_tuning("Traicie Vacancy Definition Specialist execution started", {})
+
+        flow_inputs = {
+            "vacancy_text": arguments.vacancy_text,
+        }
+
+        flow_results = self.flow.kickoff(inputs=flow_inputs)
+
+        flow_state = self.flow.state
+
+        results = VacancyDefinitionSpecialistResult.create_for_type(self.type, self.type_version)
+        update_data = {}
+        if flow_state.competencies:
+            results.competencies = flow_state.competencies
+        if flow_state.criteria:
+            results.criteria = flow_state.criteria
+
+        self.log_tuning(f"Traicie Vacancy Definition Specialist execution ended", {"Results": results.model_dump()})
+
+        return results
+
+
+class VacancyDefinitionSpecialistInput(BaseModel):
+    vacancy_text: Optional[str] = Field(None, alias="vacancy_text")
+
+
+class VacancyDefinitionSpecialistResult(SpecialistResult):
+    competencies: Optional[List[ListItem]] = None
+    criteria: Optional[List[ListItem]] = None
+
+
+class VacancyDefFlowState(EveAIFlowState):
+    """Flow state for Traicie Vacancy Definition specialist that automatically updates from task outputs"""
+    input: Optional[VacancyDefinitionSpecialistInput] = None
+    competencies: Optional[List[ListItem]] = None
+    criteria: Optional[List[ListItem]] = None
+
+
+class VacancyDefinitionFlow(EveAICrewAIFlow[VacancyDefFlowState]):
+    def __init__(self,
+                 specialist_executor: CrewAIBaseSpecialistExecutor,
+                 vac_def_crew: EveAICrewAICrew,
+                 **kwargs):
+        super().__init__(specialist_executor, "Traicie Vacancy Definition Specialist Flow", **kwargs)
+        self.specialist_executor = specialist_executor
+        self.vac_def_crew = vac_def_crew
+        self.exception_raised = False
+
+    @start()
+    def process_inputs(self):
+        return ""
+
+    @listen(process_inputs)
+    async def execute_vac_def(self):
+        inputs = self.state.input.model_dump()
+        try:
+            current_app.logger.debug("In execute_vac_def")
+            crew_output = await self.vac_def_crew.kickoff_async(inputs=inputs)
+            # Unfortunately, crew_output will only contain the output of the latest task.
+            # As we will only take into account the flow state, we need to ensure both competencies and criteria
+            # are copies to the flow state.
+            update = {}
+            for task in self.vac_def_crew.tasks:
+                current_app.logger.debug(f"Task {task.name} output:\n{task.output}")
+                if task.name == "traicie_get_competencies_task":
+                    # update["competencies"] = task.output.pydantic.competencies
+                    self.state.competencies = task.output.pydantic.competencies
+                elif task.name == "traicie_get_ko_criteria_task":
+                    # update["criteria"] = task.output.pydantic.criteria
+                    self.state.criteria = task.output.pydantic.criteria
+            # crew_output.pydantic = crew_output.pydantic.model_copy(update=update)
+            current_app.logger.debug(f"State after execute_vac_def: {self.state}")
+            current_app.logger.debug(f"State dump after execute_vac_def: {self.state.model_dump()}")
+            return crew_output
+        except Exception as e:
+            current_app.logger.error(f"CREW execute_vac_def Kickoff Error: {str(e)}")
+            self.exception_raised = True
+            raise e
+
+    async def kickoff_async(self, inputs=None):
+        current_app.logger.debug(f"Async kickoff {self.name}")
+        self.state.input = VacancyDefinitionSpecialistInput.model_validate(inputs)
+        result = await super().kickoff_async(inputs)
+        return self.state

eveai_chat_workers/tasks.py

@@ -253,6 +253,7 @@ def execute_specialist(self, tenant_id: int, specialist_id: int, arguments: Dict
         current_app.logger.info(
             f'execute_specialist: Processing request for tenant {tenant_id} using specialist {specialist_id}')
 
+        new_interaction = None
         try:
             # Ensure we have a session
             cached_session = cache_manager.chat_session_cache.get_cached_session(
@@ -331,6 +332,13 @@ def execute_specialist(self, tenant_id: int, specialist_id: int, arguments: Dict
         except Exception as e:
             ept.send_update(task_id, "EveAI Specialist Error", {'Error': str(e)})
             current_app.logger.error(f'execute_specialist: Error executing specialist: {e}')
+            new_interaction.processing_error = str(e)[:255]
+            try:
+                db.session.add(new_interaction)
+                db.session.commit()
+            except SQLAlchemyError as e:
+                current_app.logger.error(f'execute_specialist: Error updating interaction: {e}')
+
             raise
 
 

migrations/tenant/versions/55c696c4a687_add_processing_error_field_to_.py

@@ -0,0 +1,29 @@
+"""Add processing_error field to Interaction
+
+Revision ID: 55c696c4a687
+Revises: 6ae8e7ca1d42
+Create Date: 2025-05-26 06:50:34.942006
+
+"""
+from alembic import op
+import sqlalchemy as sa
+import pgvector
+from sqlalchemy.dialects import postgresql
+
+# revision identifiers, used by Alembic.
+revision = '55c696c4a687'
+down_revision = '6ae8e7ca1d42'
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.add_column('interaction', sa.Column('processing_error', sa.String(length=255), nullable=True))
+    # ### end Alembic commands ###
+
+
+def downgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_column('interaction', 'processing_error')
+    # ### end Alembic commands ###

migrations/tenant/versions/6ae8e7ca1d42_lenthen_chatsession_id.py

@@ -0,0 +1,32 @@
+"""lenthen ChatSession ID
+
+Revision ID: 6ae8e7ca1d42
+Revises: 4a9f7a6285cc
+Create Date: 2025-05-22 13:25:55.807958
+
+"""
+from alembic import op
+import sqlalchemy as sa
+import pgvector
+from sqlalchemy.dialects import postgresql
+
+# revision identifiers, used by Alembic.
+revision = '6ae8e7ca1d42'
+down_revision = '4a9f7a6285cc'
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.alter_column('chat_session', 'session_id',
+               existing_type=sa.VARCHAR(length=36),
+               type_=sa.String(length=49),
+               existing_nullable=True)
+    # ### end Alembic commands ###
+
+
+def downgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    pass
+    # ### end Alembic commands ###

nginx/static/assets/css/eveai.css

@@ -651,4 +651,263 @@ select.select2[multiple] {
     opacity: 1;
 }
 
+.interaction-header {
+    font-size: 0.9rem;
+    display: flex;
+    flex-direction: column;
+    width: 100%;
+    padding: 0.5rem 0;
+}
+
+.interaction-metadata {
+    display: flex;
+    gap: 1rem;
+    align-items: center;
+    margin-bottom: 0.5rem;
+}
+
+.interaction-time {
+    font-size: 0.9rem;
+}
+
+.specialist-info {
+    display: flex;
+    gap: 0.5rem;
+    align-items: center;
+}
+
+.interaction-question {
+    font-size: 0.9rem;
+    font-weight: bold;
+    line-height: 1.4;
+}
+
+.badge {
+    font-size: 0.9rem;
+    padding: 0.35em 0.65em;
+    white-space: nowrap;
+}
+
+.accordion-button {
+    padding: 0.5rem 1rem;
+}
+
+.accordion-button::after {
+    margin-left: 1rem;
+}
+
+.list-group-item {
+    font-size: 0.9rem;
+}
+
+.material-icons {
+    font-size: 1.1rem;
+}
+
+/* Aanpassingen voor JSONEditor */
+.json-editor-container {
+    height: 400px;
+    margin-bottom: 1rem;
+    border-radius: 8px;
+    overflow: hidden;
+    border: 1px solid #e9ecef;
+}
+
+/* Hoofdmenu styling */
+.jsoneditor-menu {
+    background-color: #ee912e !important;
+    border-bottom: 1px solid #ee912e !important;
+    color: #495057 !important;
+}
+
+/* Speciaal voor read-only modus */
+.jsoneditor-readonly-mode .jsoneditor-menu {
+    background-color: #ee912e !important;
+    border-bottom: 1px solid #ee912e !important;
+}
+
+/* Verberg bewerkingsknoppen in readonly mode, maar behoud expand/collapse knoppen */
+.jsoneditor-readonly-mode .jsoneditor-modes,
+.jsoneditor-readonly-mode button.jsoneditor-separator,
+.jsoneditor-readonly-mode button.jsoneditor-repair,
+.jsoneditor-readonly-mode button.jsoneditor-undo,
+.jsoneditor-readonly-mode button.jsoneditor-redo,
+.jsoneditor-readonly-mode button.jsoneditor-compact,
+.jsoneditor-readonly-mode button.jsoneditor-sort,
+.jsoneditor-readonly-mode button.jsoneditor-transform {
+    display: none !important;
+}
+
+/* Toon belangrijke navigatieknoppen in read-only modus */
+.jsoneditor-readonly-mode .jsoneditor-expand-all,
+.jsoneditor-readonly-mode .jsoneditor-collapse-all,
+.jsoneditor-readonly-mode .jsoneditor-search {
+    display: inline-block !important;
+}
+
+/* Verberg alle bewerkingselementen in de tree-view */
+.jsoneditor-readonly-mode td.jsoneditor-tree button.jsoneditor-button.jsoneditor-contextmenu-button {
+    visibility: hidden !important;
+}
+
+/* Behoud wel de expand/collapse knoppen in de tree */
+.jsoneditor-readonly-mode td.jsoneditor-tree button.jsoneditor-button.jsoneditor-expanded,
+.jsoneditor-readonly-mode td.jsoneditor-tree button.jsoneditor-button.jsoneditor-collapsed {
+    visibility: visible !important;
+}
+
+
+/* Knoppen in het menu */
+.jsoneditor-menu button {
+    background-color: transparent !important;
+    color: #495057 !important;
+    border: none !important;
+}
+
+.jsoneditor-menu button:hover {
+    background-color: #e8a34d !important;
+}
+
+/* Mode selector (Tree ▾) */
+.jsoneditor-modes button {
+    background-color: transparent !important;
+    color: #495057 !important;
+    border: none !important;
+    padding: 4px 10px !important;
+}
+
+.jsoneditor-modes button:hover {
+    background-color: #e8a34d !important;
+}
+
+/* Zoekbalk */
+.jsoneditor-search {
+    background-color: transparent !important;
+}
+
+.jsoneditor-search input {
+    border: 1px solid #ced4da !important;
+    border-radius: 4px !important;
+    color: #495057 !important;
+    padding: 4px 8px !important;
+}
+
+.jsoneditor-search button {
+    background-color: transparent !important;
+    color: #495057 !important;
+}
+
+/* Binnengebied */
+.jsoneditor-outer {
+    border: none !important;
+    background-color: #fff !important;
+}
+
+/* Tree view */
+.jsoneditor-tree {
+    background-color: #fff !important;
+    color: #212529 !important;
+}
+
+/* Read-only tree achtergrond */
+.jsoneditor-readonly-mode .jsoneditor-tree {
+    background-color: #f8f9fa !important;
+}
+
+/* Value & field styling */
+div.jsoneditor-field, div.jsoneditor-value {
+    color: #212529 !important;
+}
+
+div.jsoneditor-value.jsoneditor-string {
+    color: #0d6efd !important; /* Bootstrap primary color voor strings */
+}
+
+div.jsoneditor-value.jsoneditor-number {
+    color: #198754 !important; /* Bootstrap success color voor getallen */
+}
+
+div.jsoneditor-value.jsoneditor-boolean {
+    color: #dc3545 !important; /* Bootstrap danger color voor booleans */
+}
+
+div.jsoneditor-value.jsoneditor-null {
+    color: #6c757d !important; /* Bootstrap secondary color voor null */
+}
+
+/* Expand/collapse knoppen */
+.jsoneditor-button.jsoneditor-expanded,
+.jsoneditor-button.jsoneditor-collapsed {
+    filter: brightness(0.8) !important;
+}
+
+/* Context menu buttons (drie puntjes) */
+.jsoneditor-button.jsoneditor-contextmenu-button {
+    filter: brightness(0.8) !important;
+}
+
+/* Verberg context menu knoppen in read-only modus */
+.jsoneditor-readonly-mode .jsoneditor-contextmenu-button {
+    display: none !important;
+}
+
+/* Hover effect op rijen */
+.jsoneditor-tree tr:hover {
+    background-color: rgba(0, 123, 255, 0.05) !important;
+}
+
+/* Geselecteerde rij */
+.jsoneditor-tree tr.jsoneditor-selected {
+    background-color: rgba(0, 123, 255, 0.1) !important;
+}
+
+/* Consistent font */
+.jsoneditor, .jsoneditor-tree, div.jsoneditor-field, div.jsoneditor-value {
+    font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif !important;
+    font-size: 0.875rem !important;
+}
+
+/* Consistente separators */
+td.jsoneditor-separator {
+    color: #6c757d !important;
+}
+
+/* Contextmenu indien nodig */
+div.jsoneditor-contextmenu {
+    box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15) !important;
+    border-radius: 4px !important;
+    border: 1px solid rgba(0, 0, 0, 0.15) !important;
+}
+
+div.jsoneditor-contextmenu ul li button {
+    color: #212529 !important;
+}
+
+div.jsoneditor-contextmenu ul li button:hover {
+    background-color: #f8f9fa !important;
+}
+
+/* Onzichtbare dragarea buttons verbergen voor een schoner uiterlijk */
+.jsoneditor-button.jsoneditor-dragarea {
+    visibility: hidden !important;
+}
+
+/* Alleen tonen bij hover */
+tr:hover .jsoneditor-button.jsoneditor-dragarea {
+    visibility: visible !important;
+    opacity: 0.6 !important;
+}
+
+/* Verberg de textarea met JSON-data */
+.d-none {
+    display: none !important;
+}
+
+/* Zorg ervoor dat de JSONEditor goed zichtbaar is */
+.jsoneditor {
+    width: 100% !important;
+    height: 100% !important;
+    border: none !important;
+}
+
 

requirements.txt

@@ -35,7 +35,7 @@ langchain-text-splitters~=0.3.8
 langcodes~=3.4.0
 langdetect~=1.0.9
 langsmith~=0.1.81
-openai~=1.77.0
+openai~=1.75.0
 pg8000~=1.31.2
 pgvector~=0.2.5
 pycryptodome~=3.20.0
@@ -82,11 +82,11 @@ typing_extensions~=4.12.2
 babel~=2.16.0
 dogpile.cache~=1.3.3
 python-docx~=1.1.2
-crewai~=0.118.0
+crewai~=0.121.0
 sseclient~=0.0.27
 termcolor~=2.5.0
-mistral-common~=1.5.3
-mistralai~=1.6.0
+mistral-common~=1.5.5
+mistralai~=1.7.1
 contextvars~=2.4
 pandas~=2.2.3
 prometheus_client~=0.21.1