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Source channel @githubtrending · Post #14925 · Jul 7

#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

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Journey to Fluency

@fluencyinenglish · Post #7231 · 07/11/2019, 03:44 PM

#vocabulary #collocations #ability @fluencyinenglish @fluencyinenglish @fluencyinenglish a‧bil‧i‧ty /əˈbɪləti/ noun (plural abilities) 1 [countable] the state of being able to do something ❇️ability to do something the ability to walk The health center serves all patients, regardless of their ability to pay. ❇️ [countable, uncountable] someone’s level of skill at doing something The test measures your mathematical ability. mixed ability classes ❇️of high/low etc ability students of average ability There are musicians of all abilities. ❇️somebody's abilities as something He showed his abilities as a leader @fluencyinenglish @fluencyinenglish @fluencyinenglish 🔹🔹Grammar Ability is followed by an infinitive with ‘to’, not by an -ing form. You say:I admire his ability to listen. ✗Don’t say: I admire his ability of listening. @fluencyinenglish @fluencyinenglish @fluencyinenglish 👉COLLOCATIONS high/low/average ability great/considerable ability remarkable/outstanding/exceptional ability mixed ability (=at different levels) uncanny ability (=an unusual ability that is difficult to explain) 🔹He has an uncanny ability for spotting investment opportunities. natural ability (also innate ability formal)(=an ability that you are born with) physical/athletic ability artistic/creative ability musical ability acting ability mental ability intellectual/academic ability verbal/linguistic ability (=language skills) The test is intended to measure the children's linguistic ability. mathematical ability proven ability (=that you have proved through your achievements) @fluencyinenglish @fluencyinenglish @fluencyinenglish 👉VERBS have the ability to do something (also possess the ability to do somethingformal) show/demonstrate the ability to do something lack the ability to do something @fluencyinenglish @fluencyinenglish @fluencyinenglish 👉PHRASES a level of ability/ability level a range of ability/ability range a test of ability/an ability test an ability group (=a group that students are taught in, based on their level of ability) @fluencyinenglish @fluencyinenglish @fluencyinenglish

Journey to Fluency

@fluencyinenglish · Post #6333 · 08/14/2018, 09:27 AM

#vocabulary #collocations #ability @fluencyinenglish 💎Ability: skill/power to do sth شایستگی ، توانایی ، لیاقت ،صلاحیت ، قابلیت ، استطاعت 💎صفاتی که معمولا با ability می آیند. @fluencyinenglish Exceptional Extraordinary Great Outstanding Remarkable Uncanny Inherent Innate/natural ____________________________ VERB + ABILITY در ادامه ability را با افعالی که می توان به کار برد را مشاهده می کنید. @fluencyinenglish Have Demonstrate Show Acquire Develop Lack Lose Appreciate Recognize Examples: 🔵Both players demonstrated their ability to hit the ball hard. 🔵Fox's abilities were soon recognized. ____________________________ PHRASES @fluencyinenglish ⚪️a level of ability: There was a high level of ability among the school leavers. ⚪️a range of ability/abilities: I taught a wide range of abilities. @fluencyinenglish