llama_index
django-ninja
| llama_index | django-ninja | |
|---|---|---|
| 76 | 71 | |
| 32,542 | 6,454 | |
| 4.2% | - | |
| 10.0 | 9.1 | |
| 5 days ago | 11 days ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
llama_index
- Show HN: Route your prompts to the best LLM
- LlamaIndex: A data framework for your LLM applications
- FLaNK AI - 01 April 2024
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Show HN: Ragdoll Studio (fka Arthas.AI) is the FOSS alternative to character.ai
For anyone curious llamaindex's "prompt mixins", they're actually dead simple: https://github.com/run-llama/llama_index/blob/8a8324008764a7... - and maybe no longer supported.
I basically reinvented this wheel in ragdoll but made it more dynamic: https://github.com/bennyschmidt/ragdoll/blob/master/src/util...
- LlamaIndex is a data framework for your LLM applications
- How to verify that a snippet of Python code doesn't access protected members
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🆓 Local & Open Source AI: a kind ollama & LlamaIndex intro
Being able to plug third party frameworks (Langchain, LlamaIndex) so you can build complex projects
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I made an app that runs Mistral 7B 0.2 LLM locally on iPhone Pros
Mistral Instruct does use a system prompt.
You can see the raw format here: https://www.promptingguide.ai/models/mistral-7b#chat-templat... and you can see how LllamaIndex uses it here (as an example): https://github.com/run-llama/llama_index/blob/1d861a9440cdc9...
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Top 5 Vector Database Videos of 2023 🎥
Learn how to use Milvus as persistent vector storage with LlamaIndex in under 5 minutes.
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What's going on in the Zilliz Universe? December 2023
▶️ Read Blog 📷 Watch Demo 🦙 Notebook using Pipelines inside LlamaIndex
django-ninja
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What a fascinating python framework!
The URL https://django-ninja.dev/ is the official website of Django-Ninja, a Python web framework for building APIs with Django and Python 3.6+ type hints.
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Ask HN: What Underrated Open Source Project Deserves More Recognition?
Django Ninja [1], it forever changed how I write Django project, in a way so elegant and productive.
[1]: https://django-ninja.dev/
- Django Ninja is a web framework for building APIs with Django
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UtilMeta Python Framework VS django-ninja - a user suggested alternative
2 projects | 3 Feb 2024
Django Ninja is a RESTful wrapper for Django, while UtilMeta Python Framework uses a more concise declarative ORM Schema for Django and other future-supporting ORMs like sqlachemy and Peewee to build RESTful APIs more efficiently, and supports not only Django but all Python mainstream frameworks like Django, Flask, Starlette, FastAPI, Sanic, Tornado, etc.
- Django Ninja
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Ask HN: What Python libraries do you wish more people knew about?
I can't recommend [django-ninja](https://github.com/vitalik/django-ninja) enough. It's an easy to use, extremely fast, typed API for django. I've found it to be better in almost all aspects when compared to djangorestframework.
It's gaining popularity but is still widely unknown.
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Building a Blog in Django
> The only place I really see Django at large companies is as an api using DRF or something.
This is not a bad thing. Using Django as an API backend is amazingly fast in terms of development time, especially with modern frameworks such as django-ninja [1].
Just use the built-in ORM to create models, write your endpoints, and use the built-in admin interface to play with the database if you don't have endpoints for everything.
There is also a less known feature of Django called admindocs [2], which automatically generates a human readable, hyperlinked documentation for your models and relations between them.
[1] https://django-ninja.rest-framework.com/
[2] https://docs.djangoproject.com/en/4.2/ref/contrib/admin/admi...
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Learning Django
Personally, I also prefer django-ninja to DRF.
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Why I chose django-ninja instead of django-rest-framework to build my project
Actually that's not fully true. If you mix async and sync codes in django-ninja there will be some errors. Where's the proof ? django-ninja doesn't support async auth
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Built This GPT-Powered Document Search and Question Answering App with Django
Subscribe to this issue :D
What are some alternatives?
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
langchain - 🦜🔗 Build context-aware reasoning applications
django-rest-framework - Web APIs for Django. 🎸
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
fastapi-admin - A fast admin dashboard based on FastAPI and TortoiseORM with tabler ui, inspired by Django admin
chatgpt-retrieval-plugin - The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
drf-spectacular - Sane and flexible OpenAPI 3 schema generation for Django REST framework.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
openapi-generator - OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)
gpt-llama.cpp - A llama.cpp drop-in replacement for OpenAI's GPT endpoints, allowing GPT-powered apps to run off local llama.cpp models instead of OpenAI.
Django - The Web framework for perfectionists with deadlines.