feat: PDF support with RAG integration
- Added PyMuPDF (fitz) for PDF text extraction - Implemented chunking system for large documents - RAG search now works with PDF documents - Added Qdrant vector store for semantic search - Chainlit UI updated with PDF processing indicators
This commit is contained in:
parent
11541934a7
commit
da13fd4d85
147
app.py
147
app.py
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@ -7,17 +7,19 @@ from typing import Optional
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import chainlit as cl
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import chainlit as cl
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import ollama
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import ollama
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import fitz # PyMuPDF
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from qdrant_client import AsyncQdrantClient
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from qdrant_client import AsyncQdrantClient
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from qdrant_client.models import PointStruct, Distance, VectorParams
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from qdrant_client.models import PointStruct, Distance, VectorParams
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from chainlit.data.sql_alchemy import SQLAlchemyDataLayer
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from chainlit.data.sql_alchemy import SQLAlchemyDataLayer
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# === CONFIGURAZIONE ===
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# === CONFIGURAZIONE ===
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DATABASE_URL = os.getenv("DATABASE_URL", "postgresql+asyncpg://ai_user:secure_password_here@postgres:5432/ai_station")
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DATABASE_URL = os.getenv("DATABASE_URL", "postgresql+asyncpg://ai_user:secure_password_here@postgres:5432/ai_station")
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OLLAMA_URL = os.getenv("OLLAMA_URL", "http://192.168.1.243:11434")
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OLLAMA_URL = os.getenv("OLLAMA_URL", "http://192.168.1.243:11434")
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QDRANT_URL = os.getenv("QDRANT_URL", "http://qdrant:6333")
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QDRANT_URL = os.getenv("QDRANT_URL", "http://qdrant:6333")
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# === INIZIALIZZAZIONE DATA LAYER ===
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# === INIZIALIZZAZIONE DATA LAYER ===
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# IMPORTANTE: Deve essere inizializzato PRIMA di definire gli handlers
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try:
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try:
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data_layer = SQLAlchemyDataLayer(conninfo=DATABASE_URL)
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data_layer = SQLAlchemyDataLayer(conninfo=DATABASE_URL)
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cl.data_layer = data_layer
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cl.data_layer = data_layer
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@ -26,9 +28,11 @@ except Exception as e:
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print(f"❌ Failed to initialize data layer: {e}")
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print(f"❌ Failed to initialize data layer: {e}")
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cl.data_layer = None
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cl.data_layer = None
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WORKSPACES_DIR = "./workspaces"
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WORKSPACES_DIR = "./workspaces"
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USER_ROLE = "admin"
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USER_ROLE = "admin"
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# === UTILITY FUNCTIONS ===
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# === UTILITY FUNCTIONS ===
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def create_workspace(user_role: str):
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def create_workspace(user_role: str):
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"""Crea directory workspace se non esiste"""
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"""Crea directory workspace se non esiste"""
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@ -36,6 +40,7 @@ def create_workspace(user_role: str):
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os.makedirs(workspace_path, exist_ok=True)
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os.makedirs(workspace_path, exist_ok=True)
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return workspace_path
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return workspace_path
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def save_code_to_file(code: str, user_role: str) -> str:
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def save_code_to_file(code: str, user_role: str) -> str:
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"""Salva blocco codice come file .py"""
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"""Salva blocco codice come file .py"""
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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@ -47,6 +52,26 @@ def save_code_to_file(code: str, user_role: str) -> str:
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return file_path
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return file_path
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def extract_text_from_pdf(pdf_path: str) -> str:
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"""Estrae testo da PDF usando PyMuPDF"""
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try:
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doc = fitz.open(pdf_path)
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text_parts = []
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for page_num in range(len(doc)):
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page = doc[page_num]
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text = page.get_text()
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text_parts.append(f"--- Pagina {page_num + 1} ---\n{text}\n")
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doc.close()
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return "\n".join(text_parts)
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except Exception as e:
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print(f"❌ Errore estrazione PDF: {e}")
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return ""
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# === QDRANT FUNCTIONS ===
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# === QDRANT FUNCTIONS ===
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async def get_qdrant_client() -> AsyncQdrantClient:
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async def get_qdrant_client() -> AsyncQdrantClient:
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"""Connessione a Qdrant"""
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"""Connessione a Qdrant"""
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@ -62,6 +87,7 @@ async def get_qdrant_client() -> AsyncQdrantClient:
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return client
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return client
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async def get_embeddings(text: str) -> list:
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async def get_embeddings(text: str) -> list:
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"""Genera embeddings con Ollama"""
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"""Genera embeddings con Ollama"""
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client = ollama.Client(host=OLLAMA_URL)
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client = ollama.Client(host=OLLAMA_URL)
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@ -82,34 +108,73 @@ async def get_embeddings(text: str) -> list:
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print(f"❌ Errore Embedding: {e}")
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print(f"❌ Errore Embedding: {e}")
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return []
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return []
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async def index_document(file_name: str, content: str) -> bool:
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async def index_document(file_name: str, content: str) -> bool:
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"""Indicizza documento su Qdrant"""
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"""Indicizza documento su Qdrant"""
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try:
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try:
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embeddings = await get_embeddings(content)
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# Suddividi documento lungo in chunks
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if not embeddings:
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chunks = chunk_text(content, max_length=1500)
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return False
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qdrant_client = await get_qdrant_client()
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qdrant_client = await get_qdrant_client()
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point_id = str(uuid.uuid4())
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points = []
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for i, chunk in enumerate(chunks):
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embeddings = await get_embeddings(chunk)
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if not embeddings:
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continue
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point_id = str(uuid.uuid4())
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point = PointStruct(
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point = PointStruct(
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id=point_id,
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id=point_id,
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vector=embeddings,
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vector=embeddings,
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payload={
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payload={
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"file_name": file_name,
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"file_name": file_name,
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"content": content,
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"content": chunk,
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"chunk_index": i,
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"total_chunks": len(chunks),
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"indexed_at": datetime.now().isoformat()
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"indexed_at": datetime.now().isoformat()
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}
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}
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)
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)
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points.append(point)
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await qdrant_client.upsert(collection_name="documents", points=[point])
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if points:
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await qdrant_client.upsert(collection_name="documents", points=points)
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return True
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return True
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return False
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except Exception as e:
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except Exception as e:
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print(f"❌ Errore indicizzazione: {e}")
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print(f"❌ Errore indicizzazione: {e}")
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return False
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return False
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async def search_qdrant(query_text: str, limit: int = 3) -> str:
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def chunk_text(text: str, max_length: int = 1500, overlap: int = 200) -> list:
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"""Divide testo in chunks con overlap"""
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if len(text) <= max_length:
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return [text]
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chunks = []
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start = 0
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while start < len(text):
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end = start + max_length
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# Cerca l'ultimo punto/newline prima del limite
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if end < len(text):
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last_period = text.rfind('.', start, end)
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last_newline = text.rfind('\n', start, end)
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split_point = max(last_period, last_newline)
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if split_point > start:
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end = split_point + 1
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chunks.append(text[start:end].strip())
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start = end - overlap # Overlap per continuità
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return chunks
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async def search_qdrant(query_text: str, limit: int = 5) -> str:
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"""Ricerca documenti rilevanti"""
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"""Ricerca documenti rilevanti"""
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try:
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try:
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qdrant_client = await get_qdrant_client()
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qdrant_client = await get_qdrant_client()
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@ -125,15 +190,22 @@ async def search_qdrant(query_text: str, limit: int = 3) -> str:
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)
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)
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contexts = []
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contexts = []
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seen_files = set()
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for hit in search_result.points:
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for hit in search_result.points:
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if hit.payload:
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if hit.payload:
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file_name = hit.payload.get('file_name', 'Unknown')
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file_name = hit.payload.get('file_name', 'Unknown')
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content = hit.payload.get('content', '')
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content = hit.payload.get('content', '')
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chunk_idx = hit.payload.get('chunk_index', 0)
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score = hit.score if hasattr(hit, 'score') else 0
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score = hit.score if hasattr(hit, 'score') else 0
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# Evita duplicati dello stesso file
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file_key = f"{file_name}_{chunk_idx}"
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if file_key not in seen_files:
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seen_files.add(file_key)
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contexts.append(
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contexts.append(
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f"📄 **{file_name}** (relevance: {score:.2f})\n"
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f"📄 **{file_name}** (chunk {chunk_idx+1}, score: {score:.2f})\n"
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f"``````"
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f"```\n{content[:600]}...\n```"
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)
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)
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return "\n\n".join(contexts) if contexts else ""
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return "\n\n".join(contexts) if contexts else ""
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print(f"❌ Errore ricerca Qdrant: {e}")
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print(f"❌ Errore ricerca Qdrant: {e}")
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return ""
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return ""
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# === CHAINLIT HANDLERS ===
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# === CHAINLIT HANDLERS ===
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@cl.on_chat_start
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@cl.on_chat_start
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async def on_chat_start():
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async def on_chat_start():
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await cl.Message(
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await cl.Message(
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content=f"🚀 **AI Station Ready** - Workspace: `{USER_ROLE}`\n\n"
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content=f"🚀 **AI Station Ready** - Workspace: `{USER_ROLE}`\n\n"
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f"📤 Upload `.txt` files per indicizzarli nel RAG\n"
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f"📤 Upload **PDF** o **.txt** per indicizzarli nel RAG\n"
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f"💾 Persistenza conversazioni: {persistence_status}\n"
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f"💾 Persistenza conversazioni: {persistence_status}\n"
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f"🤖 Modello: `qwen2.5-coder:7b` @ {OLLAMA_URL}"
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f"🤖 Modello: `qwen2.5-coder:7b` @ {OLLAMA_URL}\n\n"
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f"💡 **Supporto PDF attivo**: Carica fatture, F24, dichiarazioni fiscali!"
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).send()
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).send()
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@cl.on_message
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@cl.on_message
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async def on_message(message: cl.Message):
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async def on_message(message: cl.Message):
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"""Gestione messaggi utente"""
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"""Gestione messaggi utente"""
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await handle_file_uploads(message.elements, user_role)
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await handle_file_uploads(message.elements, user_role)
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# === STEP 2: RAG Search ===
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# === STEP 2: RAG Search ===
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context_text = await search_qdrant(message.content, limit=3)
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context_text = await search_qdrant(message.content, limit=5)
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# === STEP 3: Preparazione Prompt ===
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# === STEP 3: Preparazione Prompt ===
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messages = []
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messages = []
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if context_text:
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if context_text:
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system_prompt = (
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system_prompt = (
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"Sei un assistente AI esperto. Usa ESCLUSIVAMENTE il seguente contesto "
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"Sei un assistente AI esperto in analisi documentale e fiscale. "
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"per rispondere. Se la risposta non è nel contesto, dillo chiaramente.\n\n"
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"Usa ESCLUSIVAMENTE il seguente contesto per rispondere. "
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"Se la risposta non è nel contesto, dillo chiaramente.\n\n"
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f"**CONTESTO:**\n{context_text}"
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f"**CONTESTO:**\n{context_text}"
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)
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)
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messages.append({"role": "system", "content": system_prompt})
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messages.append({"role": "system", "content": system_prompt})
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await msg.update()
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await msg.update()
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# === STEP 5: Estrai e Salva Codice ===
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# === STEP 5: Estrai e Salva Codice ===
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code_blocks = re.findall(r"``````", full_response, re.DOTALL)
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code_blocks = re.findall(r"```python\n(.*?)```", full_response, re.DOTALL)
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if code_blocks:
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if code_blocks:
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elements = []
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elements = []
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except Exception as e:
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except Exception as e:
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await cl.Message(content=f"❌ **Errore:** {str(e)}").send()
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await cl.Message(content=f"❌ **Errore:** {str(e)}").send()
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async def handle_file_uploads(elements, user_role: str):
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async def handle_file_uploads(elements, user_role: str):
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"""Gestisce upload e indicizzazione file"""
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"""Gestisce upload e indicizzazione file (TXT e PDF)"""
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for element in elements:
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for element in elements:
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try:
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try:
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# Salva file
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# Salva file
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dest_path = os.path.join(WORKSPACES_DIR, user_role, element.name)
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dest_path = os.path.join(WORKSPACES_DIR, user_role, element.name)
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shutil.copy(element.path, dest_path)
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shutil.copy(element.path, dest_path)
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# Indicizza solo .txt
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content = None
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if element.name.endswith('.txt'):
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# Estrai testo in base al tipo di file
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if element.name.lower().endswith('.pdf'):
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await cl.Message(content=f"📄 Elaborazione PDF **{element.name}**...").send()
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content = extract_text_from_pdf(dest_path)
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if not content:
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await cl.Message(
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content=f"⚠️ **{element.name}**: PDF vuoto o non leggibile"
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).send()
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continue
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elif element.name.lower().endswith('.txt'):
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with open(dest_path, 'r', encoding='utf-8') as f:
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with open(dest_path, 'r', encoding='utf-8') as f:
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content = f.read()
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content = f.read()
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else:
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await cl.Message(
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content=f"📁 **{element.name}** salvato (supportati: .pdf, .txt)"
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).send()
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continue
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# Indicizza su Qdrant
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if content:
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success = await index_document(element.name, content)
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success = await index_document(element.name, content)
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if success:
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if success:
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word_count = len(content.split())
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await cl.Message(
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await cl.Message(
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content=f"✅ **{element.name}** indicizzato in Qdrant"
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content=f"✅ **{element.name}** indicizzato in Qdrant\n"
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f"📊 Parole estratte: {word_count:,}"
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).send()
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).send()
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else:
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else:
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await cl.Message(
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await cl.Message(
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content=f"⚠️ Errore indicizzazione {element.name}"
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content=f"⚠️ Errore indicizzazione **{element.name}**"
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).send()
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else:
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await cl.Message(
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content=f"📁 **{element.name}** salvato (solo .txt vengono indicizzati)"
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).send()
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).send()
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except Exception as e:
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except Exception as e:
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await cl.Message(
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await cl.Message(
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content=f"❌ Errore con {element.name}: {str(e)}"
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content=f"❌ Errore con **{element.name}**: {str(e)}"
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).send()
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).send()
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@ -0,0 +1,173 @@
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ai-station-app | 2025-12-26 17:11:49 - WARNING - chainlit - SQLAlchemyDataLayer storage client is not initialized and elements will not be persisted!
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ai-station-app | ✅ SQLAlchemyDataLayer initialized successfully
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ai-station-app | 2025-12-26 17:11:49 - INFO - chainlit - Created default chainlit markdown file at /app/chainlit.md
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ai-station-app | 2025-12-26 17:11:49 - INFO - chainlit - Your app is available at http://0.0.0.0:8000
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ai-station-app | 2025-12-26 17:11:53 - ERROR - engineio.server - message async handler error
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ai-station-app | Traceback (most recent call last):
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||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | 2025-12-26 17:11:53 - ERROR - engineio.server - message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | 2025-12-26 17:17:32 - ERROR - engineio.server - message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | 2025-12-26 17:17:32 - WARNING - chainlit - Translation file for it-IT not found. Using parent translation it.
|
||||||
|
|
@ -0,0 +1,173 @@
|
||||||
|
ai-station-app | 2025-12-26 17:11:49 - WARNING - chainlit - SQLAlchemyDataLayer storage client is not initialized and elements will not be persisted!
|
||||||
|
ai-station-app | ✅ SQLAlchemyDataLayer initialized successfully
|
||||||
|
ai-station-app | 2025-12-26 17:11:49 - INFO - chainlit - Created default chainlit markdown file at /app/chainlit.md
|
||||||
|
ai-station-app | 2025-12-26 17:11:49 - INFO - chainlit - Your app is available at http://0.0.0.0:8000
|
||||||
|
ai-station-app | 2025-12-26 17:11:53 - ERROR - engineio.server - message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | 2025-12-26 17:11:53 - ERROR - engineio.server - message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | 2025-12-26 17:17:32 - ERROR - engineio.server - message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | message async handler error
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 557, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | TypeError: connect() missing 1 required positional argument: 'auth'
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | During handling of the above exception, another exception occurred:
|
||||||
|
ai-station-app |
|
||||||
|
ai-station-app | Traceback (most recent call last):
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/engineio/async_server.py", line 510, in run_async_handler
|
||||||
|
ai-station-app | return await self.handlers[event](*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 692, in _handle_eio_message
|
||||||
|
ai-station-app | await self._handle_connect(eio_sid, pkt.namespace, pkt.data)
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 560, in _handle_connect
|
||||||
|
ai-station-app | success = await self._trigger_event(
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/socketio/async_server.py", line 644, in _trigger_event
|
||||||
|
ai-station-app | ret = await handler(*args)
|
||||||
|
ai-station-app | ^^^^^^^^^^^^^^^^^^^^
|
||||||
|
ai-station-app | File "/usr/local/lib/python3.11/site-packages/chainlit/socket.py", line 125, in connect
|
||||||
|
ai-station-app | thread_id = auth.get("threadId", None)
|
||||||
|
ai-station-app | ^^^^^^^^
|
||||||
|
ai-station-app | AttributeError: 'NoneType' object has no attribute 'get'
|
||||||
|
ai-station-app | 2025-12-26 17:17:32 - WARNING - chainlit - Translation file for it-IT not found. Using parent translation it.
|
||||||
|
|
@ -9,3 +9,4 @@ greenlet>=3.0.0
|
||||||
sniffio
|
sniffio
|
||||||
aiohttp
|
aiohttp
|
||||||
alembic
|
alembic
|
||||||
|
pymupdf
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue