mirror of
https://github.com/khoj-ai/khoj.git
synced 2024-11-23 23:48:56 +01:00
d4e5c95711
* Uses entire file text and summarizer model to generate document summary. * Uses the contents of the user's query to create a tailored summary. * Integrates with File Filters #788 for a better UX.
98 lines
2.4 KiB
Python
98 lines
2.4 KiB
Python
import os
|
|
from datetime import datetime
|
|
|
|
import factory
|
|
from django.utils.timezone import make_aware
|
|
|
|
from khoj.database.models import (
|
|
ChatModelOptions,
|
|
Conversation,
|
|
KhojApiUser,
|
|
KhojUser,
|
|
OpenAIProcessorConversationConfig,
|
|
ProcessLock,
|
|
SearchModelConfig,
|
|
Subscription,
|
|
UserConversationConfig,
|
|
)
|
|
|
|
|
|
class UserFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = KhojUser
|
|
|
|
username = factory.Faker("name")
|
|
email = factory.Faker("email")
|
|
password = factory.Faker("password")
|
|
uuid = factory.Faker("uuid4")
|
|
|
|
|
|
class ApiUserFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = KhojApiUser
|
|
|
|
user = None
|
|
name = factory.Faker("name")
|
|
token = factory.Faker("password")
|
|
|
|
|
|
class OpenAIProcessorConversationConfigFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = OpenAIProcessorConversationConfig
|
|
|
|
api_key = os.getenv("OPENAI_API_KEY")
|
|
|
|
|
|
class ChatModelOptionsFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = ChatModelOptions
|
|
|
|
max_prompt_size = 3500
|
|
tokenizer = None
|
|
chat_model = "NousResearch/Hermes-2-Pro-Mistral-7B-GGUF"
|
|
model_type = "offline"
|
|
openai_config = factory.LazyAttribute(
|
|
lambda obj: OpenAIProcessorConversationConfigFactory() if os.getenv("OPENAI_API_KEY") else None
|
|
)
|
|
|
|
|
|
class UserConversationProcessorConfigFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = UserConversationConfig
|
|
|
|
user = factory.SubFactory(UserFactory)
|
|
setting = factory.SubFactory(ChatModelOptionsFactory)
|
|
|
|
|
|
class ConversationFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = Conversation
|
|
|
|
user = factory.SubFactory(UserFactory)
|
|
|
|
|
|
class SearchModelFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = SearchModelConfig
|
|
|
|
name = "default"
|
|
model_type = "text"
|
|
bi_encoder = "thenlper/gte-small"
|
|
cross_encoder = "mixedbread-ai/mxbai-rerank-xsmall-v1"
|
|
|
|
|
|
class SubscriptionFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = Subscription
|
|
|
|
user = factory.SubFactory(UserFactory)
|
|
type = "standard"
|
|
is_recurring = False
|
|
renewal_date = make_aware(datetime.strptime("2100-04-01", "%Y-%m-%d"))
|
|
|
|
|
|
class ProcessLockFactory(factory.django.DjangoModelFactory):
|
|
class Meta:
|
|
model = ProcessLock
|
|
|
|
name = "test_lock"
|