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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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djangoproject

@djangoproject · Post #386 · 07/18/2017, 08:28 PM

http://docs.celeryproject.org/en/latest/django/first-steps-with-django.html Previous versions of #Celery required a separate library to work with #Django, but since 3.1 this is no longer the case. Django is supported out of the box now so this document only contains a basic way to integrate Celery and Django. You’ll use the same #API as non-Django users so you’re recommended to read the First Steps with Celery tutorial first and come back to this tutorial. When you have a working example you can continue to the Next Steps guide.

djangoproject

@djangoproject · Post #455 · 10/03/2017, 04:39 PM

https://realpython.com/blog/python/asynchronous-tasks-with-django-and-celery/ Asynchronous Tasks With #Django and #Celery “Celery is an asynchronous task queue/job #queue based on distributed message passing. It is focused on real-time operation, but supports scheduling as well.” For this post, we will focus on the scheduling feature to periodically run a job/task.

djangoproject

@djangoproject · Post #585 · 03/23/2018, 02:43 AM

https://www.fullstackpython.com/celery.html #Celery is a task #queue implementation for Python web applications used to #asynchronously execute work outside the HTTP request-response cycle.

djangoproject

@djangoproject · Post #597 · 04/24/2018, 02:46 AM

Asynchronous #celery celeryproject.org Distributed task queue. #flower pypi.python.org/pypi/flower Tool for monitoring and management of Celery tasks. #django-channels pypi.python.org/pypi/django-channels Official Django websockets interface, can also be used as task queue. #rq pypi.python.org/pypi/rq RQ is a simple, lightweight, library for creating background jobs, and processing them. #django-rq pypi.python.org/pypi/django-rq A simple app that provides django integration for RQ (Redis Queue). #django-background-#tasks github.com/arteria/django-background-tasks Database backed asynchronous task queue.

djangoproject

@djangoproject · Post #513 · 11/30/2017, 10:00 PM

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