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Update regeneration logic to run for all entries now that we have a single search model ID

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sabaimran
2025-01-03 15:11:37 -08:00
parent 33f85b4a55
commit 756f4a2a66
1 changed files with 15 additions and 20 deletions
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35
src/khoj/database/management/commands/change_default_model.py
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@@ -44,6 +44,7 @@ class Command(BaseCommand):
entries = Entry.objects.filter(entry_filter)[start:end]
compiled_entries = [entry.compiled for entry in entries]
updated_entries: List[Entry] = []
try:
embeddings = embeddings_model.embed_documents(compiled_entries)
except Exception as e:
@@ -87,27 +88,21 @@ class Command(BaseCommand):
current_default = get_default_search_model()
# TODO: Migrate all Entry objects to use the new default Search model
# Create an entry filter with no conditions
entry_filter = Q()
relevant_entries = Entry.objects.filter(entry_filter).all()
logger.info(f"Number of Entry objects to update: {relevant_entries.count()}")
all_agents = Agent.objects.all()
logger.info(f"Number of Agent objects to update: {all_agents.count()}")
for agent in all_agents:
entry_filter = Q(agent=agent)
relevant_entries = Entry.objects.filter(entry_filter).all()
logger.info(f"Number of Entry objects to update for agent {agent}: {relevant_entries.count()}")
if apply:
try:
regenerate_entries(
entry_filter,
embeddings_model[new_default_search_model_config.name],
new_default_search_model_config,
)
logger.info(
f"Updated {relevant_entries.count()} Entry objects for agent {agent} to use the new default Search model."
)
except Exception as e:
logger.error(f"Error embedding documents: {e}")
if apply:
try:
regenerate_entries(
entry_filter=entry_filter,
embeddings_model=embeddings_model[new_default_search_model_config.name],
search_model=new_default_search_model_config,
)
except Exception as e:
logger.error(f"Error updating Entry objects: {e}")
return
if apply and current_default.id != new_default_search_model_config.id:
# Get the existing default SearchModelConfig object and update its name