django-ai-assistant

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Improve Permissions

2

We need a granular way to support permissioning, better than the current "callback" settings approach (like `AI_ASSISTANT_CAN_CREATE_THREAD_FN`). Check how popular Django apps implement permission callbacks. Maybe they use something different...

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Example that uses model other than OpenAI

3

It works already and it's documented, but we need an example that uses a non-OpenAI model. See work done on https://github.com/vintasoftware/django-ai-assistant/pull/54

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- https://docs.llamaindex.ai/en/stable/understanding/putting_it_all_together/apps/fullstack_app_guide/ - https://docs.llamaindex.ai/en/stable/understanding/putting_it_all_together/apps/fullstack_with_delphic/ - https://docs.llamaindex.ai/en/stable/understanding/putting_it_all_together/chatbots/building_a_chatbot/ - https://docs.llamaindex.ai/en/stable/understanding/putting_it_all_together/q_and_a/terms_definitions_tutorial/ What features are in those tutorials that we can provide in a reusable app like ours? Related task: https://github.com/vintasoftware/django-ai-assistant/issues/13

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- https://www.copilotkit.ai/ - https://sdk.vercel.ai/docs/ai-sdk-core/overview - https://github.com/phidatahq/phidata - https://github.com/ragapp/ragapp - https://github.com/metaskills/experts - https://github.com/Chainlit/chainlit - https://github.com/khoj-ai/khoj/ - https://markprompt.com/ - https://github.com/julep-ai/julep - https://github.com/dagworks-inc/burr - https://github.com/truefoundry/cognita - https://langroid.github.io/langroid/quick-start/chat-agent-tool/ What features are in those tools...

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Support Vision / Image attachments

1

https://platform.openai.com/docs/guides/vision See: https://python.langchain.com/v0.2/docs/how_to/multimodal_inputs/ Facilitate mediafile image attachments too. And add an example.

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Rate-limiting

1

Support easy configuration of rate-limiting for our endpoints. Support a global rate-limit, but a per request/user rate-limit checker function too.

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https://python.langchain.com/v0.2/docs/how_to/chatbots_memory/#modifying-chat-history https://python.langchain.com/v0.1/docs/expression_language/cookbook/prompt_size/

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It's usually helpful to include the current datetime to system prompt (instructions). But there are more common system prompt techniques we can use. See: https://github.com/phidatahq/phidata/blob/e4b9e5a3322fc9879a6d1be11d5f30973fe239a8/phi/assistant/assistant.py#L579-L627

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