Files
voyage/backend/server/chat/agent_tools.py
alex 757140ec70 feat(chat): add LLM-powered travel agent with multi-provider support
Implement a full chat-based travel agent using LiteLLM for multi-provider
LLM support (OpenAI, Anthropic, Gemini, Ollama, Groq, Mistral, etc.).

Backend:
- New 'chat' Django app with ChatConversation and ChatMessage models
- Streaming SSE endpoint via StreamingHttpResponse
- 5 agent tools: search_places, list_trips, get_trip_details,
  add_to_itinerary, get_weather
- LiteLLM client wrapper with per-user API key retrieval
- System prompt with user preference context injection

Frontend:
- New /chat route with full-page chat UI (DaisyUI + Tailwind)
- Collapsible conversation sidebar with CRUD
- SSE streaming response display with tool call visualization
- Provider selector dropdown
- SSE proxy fix to stream text/event-stream without buffering
- Navbar link and i18n keys
2026-03-08 18:44:44 +00:00

528 lines
18 KiB
Python

import json
from datetime import date as date_cls
import requests
from django.contrib.contenttypes.models import ContentType
from django.db import models
from adventures.models import Collection, CollectionItineraryItem, Location
AGENT_TOOLS = [
{
"type": "function",
"function": {
"name": "search_places",
"description": "Search for places of interest near a location. Returns tourist attractions, restaurants, hotels, etc.",
"parameters": {
"type": "object",
"properties": {
"location": {
"type": "string",
"description": "Location name or address to search near",
},
"category": {
"type": "string",
"enum": ["tourism", "food", "lodging"],
"description": "Category of places",
},
"radius": {
"type": "number",
"description": "Search radius in km (default 10)",
},
},
"required": ["location"],
},
},
},
{
"type": "function",
"function": {
"name": "list_trips",
"description": "List the user's trip collections with dates and descriptions",
"parameters": {"type": "object", "properties": {}},
},
},
{
"type": "function",
"function": {
"name": "get_trip_details",
"description": "Get full details of a trip including all itinerary items, locations, transportation, and lodging",
"parameters": {
"type": "object",
"properties": {
"collection_id": {
"type": "string",
"description": "UUID of the collection/trip",
}
},
"required": ["collection_id"],
},
},
},
{
"type": "function",
"function": {
"name": "add_to_itinerary",
"description": "Add a new location to a trip's itinerary on a specific date",
"parameters": {
"type": "object",
"properties": {
"collection_id": {
"type": "string",
"description": "UUID of the collection/trip",
},
"name": {"type": "string", "description": "Name of the location"},
"description": {
"type": "string",
"description": "Description of why to visit",
},
"latitude": {
"type": "number",
"description": "Latitude coordinate",
},
"longitude": {
"type": "number",
"description": "Longitude coordinate",
},
"date": {
"type": "string",
"description": "Date in YYYY-MM-DD format",
},
"location_address": {
"type": "string",
"description": "Full address of the location",
},
},
"required": ["collection_id", "name", "latitude", "longitude"],
},
},
},
{
"type": "function",
"function": {
"name": "get_weather",
"description": "Get temperature/weather data for a location on specific dates",
"parameters": {
"type": "object",
"properties": {
"latitude": {"type": "number", "description": "Latitude"},
"longitude": {"type": "number", "description": "Longitude"},
"dates": {
"type": "array",
"items": {"type": "string"},
"description": "List of dates in YYYY-MM-DD format",
},
},
"required": ["latitude", "longitude", "dates"],
},
},
},
]
NOMINATIM_URL = "https://nominatim.openstreetmap.org/search"
OVERPASS_URL = "https://overpass-api.de/api/interpreter"
OPEN_METEO_ARCHIVE_URL = "https://archive-api.open-meteo.com/v1/archive"
OPEN_METEO_FORECAST_URL = "https://api.open-meteo.com/v1/forecast"
REQUEST_HEADERS = {"User-Agent": "Voyage/1.0"}
def _build_overpass_query(latitude, longitude, radius_meters, category):
if category == "food":
node_filter = '["amenity"~"restaurant|cafe|bar|fast_food"]'
elif category == "lodging":
node_filter = '["tourism"~"hotel|hostel|guest_house|motel|apartment"]'
else:
node_filter = '["tourism"~"attraction|museum|viewpoint|gallery|theme_park"]'
return f"""
[out:json][timeout:25];
(
node{node_filter}(around:{int(radius_meters)},{latitude},{longitude});
way{node_filter}(around:{int(radius_meters)},{latitude},{longitude});
relation{node_filter}(around:{int(radius_meters)},{latitude},{longitude});
);
out center 20;
"""
def _parse_address(tags):
if not tags:
return ""
if tags.get("addr:full"):
return tags["addr:full"]
street = tags.get("addr:street", "")
house = tags.get("addr:housenumber", "")
city = (
tags.get("addr:city") or tags.get("addr:town") or tags.get("addr:village") or ""
)
parts = [f"{street} {house}".strip(), city]
return ", ".join([p for p in parts if p])
def search_places(user, **kwargs):
try:
location_name = kwargs.get("location")
if not location_name:
return {"error": "location is required"}
category = kwargs.get("category") or "tourism"
radius_km = float(kwargs.get("radius") or 10)
radius_meters = max(500, min(int(radius_km * 1000), 50000))
geocode_resp = requests.get(
NOMINATIM_URL,
params={"q": location_name, "format": "json", "limit": 1},
headers=REQUEST_HEADERS,
timeout=10,
)
geocode_resp.raise_for_status()
geocode_data = geocode_resp.json()
if not geocode_data:
return {"error": f"Could not geocode location: {location_name}"}
base_lat = float(geocode_data[0]["lat"])
base_lon = float(geocode_data[0]["lon"])
query = _build_overpass_query(base_lat, base_lon, radius_meters, category)
overpass_resp = requests.post(
OVERPASS_URL,
data={"data": query},
headers=REQUEST_HEADERS,
timeout=20,
)
overpass_resp.raise_for_status()
overpass_data = overpass_resp.json()
results = []
for item in (overpass_data.get("elements") or [])[:20]:
tags = item.get("tags") or {}
name = tags.get("name")
if not name:
continue
latitude = item.get("lat")
longitude = item.get("lon")
if latitude is None or longitude is None:
center = item.get("center") or {}
latitude = center.get("lat")
longitude = center.get("lon")
if latitude is None or longitude is None:
continue
results.append(
{
"name": name,
"address": _parse_address(tags),
"latitude": latitude,
"longitude": longitude,
"category": category,
}
)
if len(results) >= 5:
break
return {
"location": location_name,
"category": category,
"results": results,
}
except requests.RequestException as exc:
return {"error": f"Places API request failed: {exc}"}
except (TypeError, ValueError) as exc:
return {"error": f"Invalid search parameters: {exc}"}
except Exception as exc:
return {"error": str(exc)}
def list_trips(user, **kwargs):
try:
collections = Collection.objects.filter(user=user).prefetch_related("locations")
trips = []
for collection in collections:
trips.append(
{
"id": str(collection.id),
"name": collection.name,
"start_date": collection.start_date.isoformat()
if collection.start_date
else None,
"end_date": collection.end_date.isoformat()
if collection.end_date
else None,
"description": collection.description or "",
"location_count": collection.locations.count(),
}
)
return {"trips": trips}
except Exception as exc:
return {"error": str(exc)}
def get_trip_details(user, **kwargs):
try:
collection_id = kwargs.get("collection_id")
if not collection_id:
return {"error": "collection_id is required"}
collection = (
Collection.objects.filter(user=user)
.prefetch_related(
"locations",
"transportation_set",
"lodging_set",
"itinerary_items__content_type",
)
.get(id=collection_id)
)
itinerary = []
for item in collection.itinerary_items.all().order_by("date", "order"):
content_obj = item.item
itinerary.append(
{
"id": str(item.id),
"date": item.date.isoformat() if item.date else None,
"order": item.order,
"is_global": item.is_global,
"content_type": item.content_type.model,
"object_id": str(item.object_id),
"name": getattr(content_obj, "name", ""),
}
)
return {
"trip": {
"id": str(collection.id),
"name": collection.name,
"description": collection.description or "",
"start_date": collection.start_date.isoformat()
if collection.start_date
else None,
"end_date": collection.end_date.isoformat()
if collection.end_date
else None,
"locations": [
{
"id": str(location.id),
"name": location.name,
"description": location.description or "",
"location": location.location or "",
"latitude": float(location.latitude)
if location.latitude is not None
else None,
"longitude": float(location.longitude)
if location.longitude is not None
else None,
}
for location in collection.locations.all()
],
"transportation": [
{
"id": str(t.id),
"name": t.name,
"type": t.type,
"date": t.date.isoformat() if t.date else None,
"end_date": t.end_date.isoformat() if t.end_date else None,
}
for t in collection.transportation_set.all()
],
"lodging": [
{
"id": str(l.id),
"name": l.name,
"type": l.type,
"check_in": l.check_in.isoformat() if l.check_in else None,
"check_out": l.check_out.isoformat() if l.check_out else None,
"location": l.location or "",
}
for l in collection.lodging_set.all()
],
"itinerary": itinerary,
}
}
except Collection.DoesNotExist:
return {"error": "Trip not found"}
except Exception as exc:
return {"error": str(exc)}
def add_to_itinerary(user, **kwargs):
try:
collection_id = kwargs.get("collection_id")
name = kwargs.get("name")
latitude = kwargs.get("latitude")
longitude = kwargs.get("longitude")
description = kwargs.get("description")
location_address = kwargs.get("location_address")
date = kwargs.get("date")
if not collection_id or not name or latitude is None or longitude is None:
return {
"error": "collection_id, name, latitude, and longitude are required"
}
collection = Collection.objects.get(id=collection_id, user=user)
location = Location.objects.create(
user=user,
name=name,
latitude=latitude,
longitude=longitude,
description=description or "",
location=location_address or "",
)
collection.locations.add(location)
content_type = ContentType.objects.get_for_model(Location)
itinerary_date = date
if not itinerary_date:
if collection.start_date:
itinerary_date = collection.start_date.isoformat()
else:
itinerary_date = date_cls.today().isoformat()
try:
itinerary_date_obj = date_cls.fromisoformat(itinerary_date)
except ValueError:
return {"error": "date must be in YYYY-MM-DD format"}
max_order = (
CollectionItineraryItem.objects.filter(
collection=collection,
date=itinerary_date_obj,
is_global=False,
).aggregate(models.Max("order"))["order__max"]
or 0
)
itinerary_item = CollectionItineraryItem.objects.create(
collection=collection,
content_type=content_type,
object_id=location.id,
date=itinerary_date_obj,
order=max_order + 1,
)
return {
"success": True,
"location": {
"id": str(location.id),
"name": location.name,
"latitude": float(location.latitude),
"longitude": float(location.longitude),
},
"itinerary_item": {
"id": str(itinerary_item.id),
"date": itinerary_date_obj.isoformat(),
"order": itinerary_item.order,
},
}
except Collection.DoesNotExist:
return {"error": "Trip not found"}
except Exception as exc:
return {"error": str(exc)}
def _fetch_temperature_for_date(latitude, longitude, date_value):
for url in (OPEN_METEO_ARCHIVE_URL, OPEN_METEO_FORECAST_URL):
try:
response = requests.get(
url,
params={
"latitude": latitude,
"longitude": longitude,
"start_date": date_value,
"end_date": date_value,
"daily": "temperature_2m_max,temperature_2m_min",
"timezone": "UTC",
},
timeout=8,
)
response.raise_for_status()
data = response.json()
except requests.RequestException:
continue
except ValueError:
continue
daily = data.get("daily") or {}
max_values = daily.get("temperature_2m_max") or []
min_values = daily.get("temperature_2m_min") or []
if not max_values or not min_values:
continue
try:
avg = (float(max_values[0]) + float(min_values[0])) / 2
except (TypeError, ValueError, IndexError):
continue
return {
"date": date_value,
"available": True,
"temperature_c": round(avg, 1),
}
return {
"date": date_value,
"available": False,
"temperature_c": None,
}
def get_weather(user, **kwargs):
try:
raw_latitude = kwargs.get("latitude")
raw_longitude = kwargs.get("longitude")
if raw_latitude is None or raw_longitude is None:
return {"error": "latitude and longitude are required"}
latitude = float(raw_latitude)
longitude = float(raw_longitude)
dates = kwargs.get("dates") or []
if not isinstance(dates, list) or not dates:
return {"error": "dates must be a non-empty list"}
results = [
_fetch_temperature_for_date(latitude, longitude, date_value)
for date_value in dates
]
return {
"latitude": latitude,
"longitude": longitude,
"results": results,
}
except (TypeError, ValueError):
return {"error": "latitude and longitude must be numeric"}
except Exception as exc:
return {"error": str(exc)}
def execute_tool(tool_name, user, **kwargs):
tool_map = {
"search_places": search_places,
"list_trips": list_trips,
"get_trip_details": get_trip_details,
"add_to_itinerary": add_to_itinerary,
"get_weather": get_weather,
}
tool_fn = tool_map.get(tool_name)
if not tool_fn:
return {"error": f"Unknown tool: {tool_name}"}
try:
return tool_fn(user, **kwargs)
except Exception as exc:
return {"error": str(exc)}
def serialize_tool_result(result):
try:
return json.dumps(result)
except TypeError:
return json.dumps({"error": "Tool returned non-serializable data"})