#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag
The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5].
https://github.com/humanlayer/12-factor-agents
📰New UI for Calls
The only change that can be seen in the first release of the 10.5.0 beta version for Android is the Updated Telegram Calls interface.
Although its interface has been updated, some items are still not added in the calls (for example, Rate the Call or Choose the Speaker)
#Calls | #Beta v10.5
👉The TG Times
https://developers.facebook.com/docs/facebook-login/access-tokens#apptokens
When someone connects with an app using #Facebook Login, the app will be able to obtain an access token which provides temporary, secure access to Facebook APIs.
An access #token is an opaque string that identifies a user, app, or Page and can be used by the app to make graph API #calls. Access tokens are obtained via a number of methods, each of which are covered later in this document. The token includes information about when the token will expire and which app generated the token. Because of privacy checks, the majority of #API calls on Facebook need to include an access token.
Channel: SMS Activation Updates
Members: ~5.32K
💢 Username: @virtualnumbersforverification
Description:
Your source for news and updates on virtual numbers for SMS and Calls. Keep up with trends and get exclusive offers from PrivatePhoneBot.
🏷 Tags: #other
#virtual_numbers#sms#calls#voip#sms_activation
https://telegramchannels.me/channels/virtualnumbersforverification
https://docs.python.org/3/library/asyncio-eventloop.html
#Calls
Most #asyncio functions don’t accept keywords. If you want to pass #keywords to your callback, use #functools.partial(). For example, #loop.#call_soon(functools.partial(print, "Hello", flush=True)) will call print("Hello", flush=True).
#Note
functools.partial() is better than lambda functions, because asyncio can inspect functools.partial() object to display parameters in debug mode, whereas lambda functions have a poor representation.
BaseEventLoop.call_soon(callback, *args)
Arrange for a callback to be called as soon as possible. The callback is called after call_soon() returns, when control returns to the event loop.
This operates as a FIFO queue, callbacks are called in the order in which they are registered. Each callback will be called exactly once.
Any positional arguments after the callback will be passed to the callback when it is called.
An instance of asyncio.Handle is returned, which can be used to cancel the callback.
Use functools.partial to pass keywords to the callback.
BaseEventLoop.call_soon_threadsafe(callback, *args)
Like call_soon(), but thread safe.
See the concurrency and multithreading section of the documentation.