feat: builtin native tools

This commit is contained in:
Timothy Jaeryang Baek
2026-01-05 17:45:39 +04:00
parent e27fb3e291
commit 646835d767
3 changed files with 921 additions and 24 deletions

View File

@@ -521,5 +521,34 @@ class MessageTable:
db.commit()
return True
def search_messages_by_channel_ids(
self,
channel_ids: list[str],
query: str,
start_timestamp: Optional[int] = None,
end_timestamp: Optional[int] = None,
limit: int = 10,
db: Optional[Session] = None,
) -> list[MessageModel]:
"""Search messages in specified channels by content."""
with get_db_context(db) as db:
query_builder = db.query(Message).filter(
Message.channel_id.in_(channel_ids),
Message.content.ilike(f"%{query}%"),
)
if start_timestamp:
query_builder = query_builder.filter(Message.created_at >= start_timestamp)
if end_timestamp:
query_builder = query_builder.filter(Message.created_at <= end_timestamp)
messages = (
query_builder
.order_by(Message.created_at.desc())
.limit(limit)
.all()
)
return [MessageModel.model_validate(msg) for msg in messages]
Messages = MessageTable()

View File

@@ -14,11 +14,128 @@ from fastapi import Request
from open_webui.models.users import UserModel
from open_webui.routers.retrieval import search_web
from open_webui.retrieval.utils import get_content_from_url
from open_webui.routers.images import image_generations, image_edits, CreateImageForm, EditImageForm
from open_webui.routers.memories import query_memory, add_memory, QueryMemoryForm, AddMemoryForm
from open_webui.routers.images import (
image_generations,
image_edits,
CreateImageForm,
EditImageForm,
)
from open_webui.routers.memories import (
query_memory,
add_memory,
QueryMemoryForm,
AddMemoryForm,
)
from open_webui.models.notes import Notes
from open_webui.models.chats import Chats
from open_webui.models.channels import Channels, ChannelMember, Channel
from open_webui.models.messages import Messages, Message
from open_webui.models.groups import Groups
log = logging.getLogger(__name__)
# =============================================================================
# TIME UTILITIES
# =============================================================================
async def get_current_timestamp(
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Get the current Unix timestamp in seconds.
:return: JSON with current_timestamp (seconds) and current_iso (ISO format)
"""
try:
import datetime
now = datetime.datetime.now(datetime.timezone.utc)
return json.dumps(
{
"current_timestamp": int(now.timestamp()),
"current_iso": now.isoformat(),
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"get_current_timestamp error: {e}")
return json.dumps({"error": str(e)})
async def calculate_timestamp(
days_ago: int = 0,
weeks_ago: int = 0,
months_ago: int = 0,
years_ago: int = 0,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Get the current Unix timestamp, optionally adjusted by days, weeks, months, or years.
Use this to calculate timestamps for date filtering in search functions.
Examples: "last week" = weeks_ago=1, "3 days ago" = days_ago=3, "a year ago" = years_ago=1
:param days_ago: Number of days to subtract from current time (default: 0)
:param weeks_ago: Number of weeks to subtract from current time (default: 0)
:param months_ago: Number of months to subtract from current time (default: 0)
:param years_ago: Number of years to subtract from current time (default: 0)
:return: JSON with current_timestamp and calculated_timestamp (both in seconds)
"""
try:
import datetime
from dateutil.relativedelta import relativedelta
now = datetime.datetime.now(datetime.timezone.utc)
current_ts = int(now.timestamp())
# Calculate the adjusted time
total_days = days_ago + (weeks_ago * 7)
adjusted = now - datetime.timedelta(days=total_days)
# Handle months and years separately (variable length)
if months_ago > 0 or years_ago > 0:
adjusted = adjusted - relativedelta(months=months_ago, years=years_ago)
adjusted_ts = int(adjusted.timestamp())
return json.dumps(
{
"current_timestamp": current_ts,
"current_iso": now.isoformat(),
"calculated_timestamp": adjusted_ts,
"calculated_iso": adjusted.isoformat(),
},
ensure_ascii=False,
)
except ImportError:
# Fallback without dateutil
import datetime
now = datetime.datetime.now(datetime.timezone.utc)
current_ts = int(now.timestamp())
total_days = days_ago + (weeks_ago * 7) + (months_ago * 30) + (years_ago * 365)
adjusted = now - datetime.timedelta(days=total_days)
adjusted_ts = int(adjusted.timestamp())
return json.dumps(
{
"current_timestamp": current_ts,
"current_iso": now.isoformat(),
"calculated_timestamp": adjusted_ts,
"calculated_iso": adjusted.isoformat(),
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"calculate_timestamp error: {e}")
return json.dumps({"error": str(e)})
# =============================================================================
# WEB SEARCH TOOLS
# =============================================================================
async def web_search(
query: str,
@@ -70,18 +187,23 @@ async def fetch_url(
try:
content, _ = get_content_from_url(__request__, url)
# Truncate if too long (avoid overwhelming context)
max_length = 50000
if len(content) > max_length:
content = content[:max_length] + "\n\n[Content truncated...]"
return content
except Exception as e:
log.exception(f"fetch_url error: {e}")
return json.dumps({"error": str(e)})
# =============================================================================
# IMAGE GENERATION TOOLS
# =============================================================================
async def generate_image(
prompt: str,
__request__: Request = None,
@@ -113,8 +235,7 @@ async def generate_image(
"type": "files",
"data": {
"files": [
{"type": "image", "url": img["url"]}
for img in images
{"type": "image", "url": img["url"]} for img in images
]
},
}
@@ -159,8 +280,7 @@ async def edit_image(
"type": "files",
"data": {
"files": [
{"type": "image", "url": img["url"]}
for img in images
{"type": "image", "url": img["url"]} for img in images
]
},
}
@@ -172,6 +292,11 @@ async def edit_image(
return json.dumps({"error": str(e)})
# =============================================================================
# MEMORY TOOLS
# =============================================================================
async def memory_query(
query: str,
__request__: Request = None,
@@ -199,9 +324,12 @@ async def memory_query(
memories = []
for doc_idx, doc in enumerate(results.documents[0]):
created_at = "Unknown"
if results.metadatas and results.metadatas[0][doc_idx].get("created_at"):
if results.metadatas and results.metadatas[0][doc_idx].get(
"created_at"
):
created_at = time.strftime(
"%Y-%m-%d", time.localtime(results.metadatas[0][doc_idx]["created_at"])
"%Y-%m-%d",
time.localtime(results.metadatas[0][doc_idx]["created_at"]),
)
memories.append({"date": created_at, "content": doc})
return json.dumps(memories, ensure_ascii=False)
@@ -239,3 +367,701 @@ async def memory_add(
except Exception as e:
log.exception(f"memory_add error: {e}")
return json.dumps({"error": str(e)})
# =============================================================================
# NOTES TOOLS
# =============================================================================
async def search_notes(
query: str,
count: int = 5,
start_timestamp: Optional[int] = None,
end_timestamp: Optional[int] = None,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Search the user's notes by title and content.
:param query: The search query to find matching notes
:param count: Maximum number of results to return (default: 5)
:param start_timestamp: Only include notes updated after this Unix timestamp (seconds)
:param end_timestamp: Only include notes updated before this Unix timestamp (seconds)
:return: JSON with matching notes containing id, title, and content snippet
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)]
result = Notes.search_notes(
user_id=user_id,
filter={
"query": query,
"user_id": user_id,
"group_ids": user_group_ids,
"permission": "read",
},
skip=0,
limit=count * 3, # Fetch more for filtering
)
# Convert timestamps to nanoseconds for comparison
start_ts = start_timestamp * 1_000_000_000 if start_timestamp else None
end_ts = end_timestamp * 1_000_000_000 if end_timestamp else None
notes = []
for note in result.items:
# Apply date filters (updated_at is in nanoseconds)
if start_ts and note.updated_at < start_ts:
continue
if end_ts and note.updated_at > end_ts:
continue
# Extract a snippet from the markdown content
content_snippet = ""
if note.data and note.data.get("content", {}).get("md"):
md_content = note.data["content"]["md"]
lower_content = md_content.lower()
lower_query = query.lower()
idx = lower_content.find(lower_query)
if idx != -1:
start = max(0, idx - 50)
end = min(len(md_content), idx + len(query) + 100)
content_snippet = (
("..." if start > 0 else "")
+ md_content[start:end]
+ ("..." if end < len(md_content) else "")
)
else:
content_snippet = md_content[:150] + (
"..." if len(md_content) > 150 else ""
)
notes.append(
{
"id": note.id,
"title": note.title,
"snippet": content_snippet,
"updated_at": note.updated_at,
}
)
if len(notes) >= count:
break
return json.dumps(notes, ensure_ascii=False)
except Exception as e:
log.exception(f"search_notes error: {e}")
return json.dumps({"error": str(e)})
async def view_note(
note_id: str,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Get the full content of a note by its ID.
:param note_id: The ID of the note to retrieve
:return: JSON with the note's id, title, and full markdown content
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
note = Notes.get_note_by_id(note_id)
if not note:
return json.dumps({"error": "Note not found"})
# Check access permission
user_id = __user__.get("id")
user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)]
from open_webui.utils.access_control import has_access
if note.user_id != user_id and not has_access(
user_id, "read", note.access_control, user_group_ids
):
return json.dumps({"error": "Access denied"})
# Extract markdown content
content = ""
if note.data and note.data.get("content", {}).get("md"):
content = note.data["content"]["md"]
return json.dumps(
{
"id": note.id,
"title": note.title,
"content": content,
"updated_at": note.updated_at,
"created_at": note.created_at,
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"view_note error: {e}")
return json.dumps({"error": str(e)})
async def write_note(
title: str,
content: str,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Create a new note with the given title and content.
:param title: The title of the new note
:param content: The markdown content for the note
:return: JSON with success status and new note id
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
from open_webui.models.notes import NoteForm
user_id = __user__.get("id")
form = NoteForm(
title=title,
data={"content": {"md": content}},
access_control={}, # Private by default - only owner can access
)
new_note = Notes.insert_new_note(user_id, form)
if not new_note:
return json.dumps({"error": "Failed to create note"})
return json.dumps(
{
"status": "success",
"id": new_note.id,
"title": new_note.title,
"created_at": new_note.created_at,
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"write_note error: {e}")
return json.dumps({"error": str(e)})
async def replace_note_content(
note_id: str,
content: str,
title: Optional[str] = None,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Update the content of a note. Use this to modify task lists, add notes, or update content.
:param note_id: The ID of the note to update
:param content: The new markdown content for the note
:param title: Optional new title for the note
:return: JSON with success status and updated note info
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
from open_webui.models.notes import NoteUpdateForm
note = Notes.get_note_by_id(note_id)
if not note:
return json.dumps({"error": "Note not found"})
# Check write permission
user_id = __user__.get("id")
user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)]
from open_webui.utils.access_control import has_access
if note.user_id != user_id and not has_access(
user_id, "write", note.access_control, user_group_ids
):
return json.dumps({"error": "Write access denied"})
# Build update form
update_data = {"data": {"content": {"md": content}}}
if title:
update_data["title"] = title
form = NoteUpdateForm(**update_data)
updated_note = Notes.update_note_by_id(note_id, form)
if not updated_note:
return json.dumps({"error": "Failed to update note"})
return json.dumps(
{
"status": "success",
"id": updated_note.id,
"title": updated_note.title,
"updated_at": updated_note.updated_at,
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"replace_note_content error: {e}")
return json.dumps({"error": str(e)})
# =============================================================================
# CHATS TOOLS
# =============================================================================
async def search_chats(
query: str,
count: int = 5,
start_timestamp: Optional[int] = None,
end_timestamp: Optional[int] = None,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Search the user's previous chat conversations by title and message content.
:param query: The search query to find matching chats
:param count: Maximum number of results to return (default: 5)
:param start_timestamp: Only include chats updated after this Unix timestamp (seconds)
:param end_timestamp: Only include chats updated before this Unix timestamp (seconds)
:return: JSON with matching chats containing id, title, updated_at, and content snippet
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
chats = Chats.get_chats_by_user_id_and_search_text(
user_id=user_id,
search_text=query,
include_archived=False,
skip=0,
limit=count * 3, # Fetch more for filtering
)
results = []
for chat in chats:
# Apply date filters (updated_at is in seconds)
if start_timestamp and chat.updated_at < start_timestamp:
continue
if end_timestamp and chat.updated_at > end_timestamp:
continue
# Find a matching message snippet
snippet = ""
messages = chat.chat.get("history", {}).get("messages", {})
lower_query = query.lower()
for msg_id, msg in messages.items():
content = msg.get("content", "")
if isinstance(content, str) and lower_query in content.lower():
idx = content.lower().find(lower_query)
start = max(0, idx - 50)
end = min(len(content), idx + len(query) + 100)
snippet = (
("..." if start > 0 else "")
+ content[start:end]
+ ("..." if end < len(content) else "")
)
break
if not snippet and lower_query in chat.title.lower():
snippet = f"Title match: {chat.title}"
results.append(
{
"id": chat.id,
"title": chat.title,
"snippet": snippet,
"updated_at": chat.updated_at,
}
)
if len(results) >= count:
break
return json.dumps(results, ensure_ascii=False)
except Exception as e:
log.exception(f"search_chats error: {e}")
return json.dumps({"error": str(e)})
async def view_chat(
chat_id: str,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Get the full conversation history of a chat by its ID.
:param chat_id: The ID of the chat to retrieve
:return: JSON with the chat's id, title, and messages
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
chat = Chats.get_chat_by_id_and_user_id(chat_id, user_id)
if not chat:
return json.dumps({"error": "Chat not found or access denied"})
# Extract messages from history
messages = []
history = chat.chat.get("history", {})
msg_dict = history.get("messages", {})
# Build message chain from currentId
current_id = history.get("currentId")
visited = set()
while current_id and current_id not in visited:
visited.add(current_id)
msg = msg_dict.get(current_id)
if msg:
messages.append(
{
"role": msg.get("role", ""),
"content": msg.get("content", ""),
}
)
current_id = msg.get("parentId") if msg else None
# Reverse to get chronological order
messages.reverse()
return json.dumps(
{
"id": chat.id,
"title": chat.title,
"messages": messages,
"updated_at": chat.updated_at,
"created_at": chat.created_at,
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"view_chat error: {e}")
return json.dumps({"error": str(e)})
# =============================================================================
# CHANNELS TOOLS
# =============================================================================
async def search_channels(
query: str,
count: int = 5,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Search for channels by name and description that the user has access to.
:param query: The search query to find matching channels
:param count: Maximum number of results to return (default: 5)
:return: JSON with matching channels containing id, name, description, and type
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
# Get all channels the user has access to
all_channels = Channels.get_channels_by_user_id(user_id)
# Filter by query
lower_query = query.lower()
matching_channels = []
for channel in all_channels:
name_match = lower_query in channel.name.lower() if channel.name else False
desc_match = lower_query in (channel.description or "").lower()
if name_match or desc_match:
matching_channels.append(
{
"id": channel.id,
"name": channel.name,
"description": channel.description or "",
"type": channel.type or "public",
}
)
if len(matching_channels) >= count:
break
return json.dumps(matching_channels, ensure_ascii=False)
except Exception as e:
log.exception(f"search_channels error: {e}")
return json.dumps({"error": str(e)})
async def search_channel_messages(
query: str,
count: int = 10,
start_timestamp: Optional[int] = None,
end_timestamp: Optional[int] = None,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Search for messages in channels the user is a member of, including thread replies.
:param query: The search query to find matching messages
:param count: Maximum number of results to return (default: 10)
:param start_timestamp: Only include messages created after this Unix timestamp (seconds)
:param end_timestamp: Only include messages created before this Unix timestamp (seconds)
:return: JSON with matching messages containing channel info, message content, and thread context
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
# Get all channels the user has access to
user_channels = Channels.get_channels_by_user_id(user_id)
channel_ids = [c.id for c in user_channels]
channel_map = {c.id: c for c in user_channels}
if not channel_ids:
return json.dumps([])
# Convert timestamps to nanoseconds (Message.created_at is in nanoseconds)
start_ts = start_timestamp * 1_000_000_000 if start_timestamp else None
end_ts = end_timestamp * 1_000_000_000 if end_timestamp else None
# Search messages using the model method
matching_messages = Messages.search_messages_by_channel_ids(
channel_ids=channel_ids,
query=query,
start_timestamp=start_ts,
end_timestamp=end_ts,
limit=count,
)
results = []
for msg in matching_messages:
channel = channel_map.get(msg.channel_id)
# Extract snippet around the match
content = msg.content or ""
lower_query = query.lower()
idx = content.lower().find(lower_query)
if idx != -1:
start = max(0, idx - 50)
end = min(len(content), idx + len(query) + 100)
snippet = (
("..." if start > 0 else "")
+ content[start:end]
+ ("..." if end < len(content) else "")
)
else:
snippet = content[:150] + ("..." if len(content) > 150 else "")
results.append(
{
"channel_id": msg.channel_id,
"channel_name": channel.name if channel else "Unknown",
"message_id": msg.id,
"content_snippet": snippet,
"is_thread_reply": msg.parent_id is not None,
"parent_id": msg.parent_id,
"created_at": msg.created_at,
}
)
return json.dumps(results, ensure_ascii=False)
except Exception as e:
log.exception(f"search_channel_messages error: {e}")
return json.dumps({"error": str(e)})
async def view_channel_message(
message_id: str,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Get the full content of a channel message by its ID, including thread replies.
:param message_id: The ID of the message to retrieve
:return: JSON with the message content, channel info, and thread replies if any
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
message = Messages.get_message_by_id(message_id)
if not message:
return json.dumps({"error": "Message not found"})
# Verify user has access to the channel
channel = Channels.get_channel_by_id(message.channel_id)
if not channel:
return json.dumps({"error": "Channel not found"})
# Check if user has access to the channel
user_channels = Channels.get_channels_by_user_id(user_id)
channel_ids = [c.id for c in user_channels]
if message.channel_id not in channel_ids:
return json.dumps({"error": "Access denied"})
# Build response with thread information
result = {
"id": message.id,
"channel_id": message.channel_id,
"channel_name": channel.name,
"content": message.content,
"user_id": message.user_id,
"is_thread_reply": message.parent_id is not None,
"parent_id": message.parent_id,
"reply_count": message.reply_count,
"created_at": message.created_at,
"updated_at": message.updated_at,
}
# Include user info if available
if message.user:
result["user_name"] = message.user.name
return json.dumps(result, ensure_ascii=False)
except Exception as e:
log.exception(f"view_channel_message error: {e}")
return json.dumps({"error": str(e)})
async def view_channel_thread(
parent_message_id: str,
__request__: Request = None,
__user__: dict = None,
) -> str:
"""
Get all messages in a channel thread, including the parent message and all replies.
:param parent_message_id: The ID of the parent message that started the thread
:return: JSON with the parent message and all thread replies in chronological order
"""
if __request__ is None:
return json.dumps({"error": "Request context not available"})
if not __user__:
return json.dumps({"error": "User context not available"})
try:
user_id = __user__.get("id")
# Get the parent message
parent_message = Messages.get_message_by_id(parent_message_id)
if not parent_message:
return json.dumps({"error": "Message not found"})
# Verify user has access to the channel
channel = Channels.get_channel_by_id(parent_message.channel_id)
if not channel:
return json.dumps({"error": "Channel not found"})
user_channels = Channels.get_channels_by_user_id(user_id)
channel_ids = [c.id for c in user_channels]
if parent_message.channel_id not in channel_ids:
return json.dumps({"error": "Access denied"})
# Get all thread replies
thread_replies = Messages.get_thread_replies_by_message_id(parent_message_id)
# Build the response
messages = []
# Add parent message first
messages.append(
{
"id": parent_message.id,
"content": parent_message.content,
"user_id": parent_message.user_id,
"user_name": parent_message.user.name if parent_message.user else None,
"is_parent": True,
"created_at": parent_message.created_at,
}
)
# Add thread replies (reverse to get chronological order)
for reply in reversed(thread_replies):
messages.append(
{
"id": reply.id,
"content": reply.content,
"user_id": reply.user_id,
"user_name": reply.user.name if reply.user else None,
"is_parent": False,
"reply_to_id": reply.reply_to_id,
"created_at": reply.created_at,
}
)
return json.dumps(
{
"channel_id": parent_message.channel_id,
"channel_name": channel.name,
"thread_id": parent_message_id,
"message_count": len(messages),
"messages": messages,
},
ensure_ascii=False,
)
except Exception as e:
log.exception(f"view_channel_thread error: {e}")
return json.dumps({"error": str(e)})

View File

@@ -44,8 +44,24 @@ from open_webui.env import (
AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL,
)
from open_webui.tools.builtin import (
web_search, fetch_url, generate_image, edit_image,
memory_query, memory_add
web_search,
fetch_url,
generate_image,
edit_image,
memory_query,
memory_add,
get_current_timestamp,
calculate_timestamp,
search_notes,
search_chats,
search_channels,
search_channel_messages,
view_note,
view_chat,
view_channel_message,
view_channel_thread,
replace_note_content,
write_note,
)
import copy
@@ -324,7 +340,9 @@ async def get_tools(
return tools_dict
def get_builtin_tools(request: Request, extra_params: dict, features: dict = None) -> dict[str, dict]:
def get_builtin_tools(
request: Request, extra_params: dict, features: dict = None
) -> dict[str, dict]:
"""
Get built-in tools for native function calling.
Only returns tools when BOTH the global config is enabled AND the feature is enabled for this chat.
@@ -333,23 +351,47 @@ def get_builtin_tools(request: Request, extra_params: dict, features: dict = Non
builtin_functions = []
features = features or {}
# Add web search tools if enabled globally AND for this chat
if (getattr(request.app.state.config, "ENABLE_WEB_SEARCH", False)
and features.get("web_search")):
builtin_functions.extend([web_search, fetch_url])
# Time utilities - always available for date calculations
builtin_functions.extend([get_current_timestamp, calculate_timestamp])
# Add image generation/edit tools if enabled globally AND for this chat
if (getattr(request.app.state.config, "ENABLE_IMAGE_GENERATION", False)
and features.get("image_generation")):
builtin_functions.append(generate_image)
if (getattr(request.app.state.config, "ENABLE_IMAGE_EDIT", False)
and features.get("image_generation")):
builtin_functions.append(edit_image)
# Chats tools - search and fetch user's chat history (always available)
builtin_functions.extend([search_chats, view_chat])
# Add memory tools if enabled for this chat
if features.get("memory"):
builtin_functions.extend([memory_query, memory_add])
# Add web search tools if enabled globally AND for this chat
if getattr(request.app.state.config, "ENABLE_WEB_SEARCH", False) and features.get(
"web_search"
):
builtin_functions.extend([web_search, fetch_url])
# Add image generation/edit tools if enabled globally AND for this chat
if getattr(
request.app.state.config, "ENABLE_IMAGE_GENERATION", False
) and features.get("image_generation"):
builtin_functions.append(generate_image)
if getattr(request.app.state.config, "ENABLE_IMAGE_EDIT", False) and features.get(
"image_generation"
):
builtin_functions.append(edit_image)
# Notes tools - search, view, create, and update user's notes (if notes enabled globally)
if getattr(request.app.state.config, "ENABLE_NOTES", False):
builtin_functions.extend([search_notes, view_note, write_note, replace_note_content])
# Channels tools - search channels and messages (if channels enabled globally)
if getattr(request.app.state.config, "ENABLE_CHANNELS", False):
builtin_functions.extend(
[
search_channels,
search_channel_messages,
view_channel_thread,
view_channel_message,
]
)
for func in builtin_functions:
callable = get_async_tool_function_and_apply_extra_params(
func,