#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
#Sondaggi#Francia
Sondaggio di OpinionWay:
"Vuoi che la coalizione #Ensemble|RE ottenga la maggioranza nell'Assemblea Nazionale?"
No: 61%
Sì: 36%
Non so: 3%
Data rilevazione: 5-9 maggio
Intervistati: 3077
@UltimoraPolitics
🌞 Bonjour à tous nos chers abonnés ! 🌍🫵🏽
Nous vous souhaitons un excellent mercredi rempli d'énergie et de détermination. ✨💪🏾La lutte continue, restons unis et solidaires !
#Force#Engagement#Ensemble
@egountchibehanzinTV
#Francia
La coalizione #NUPES (#LFI-#PS-#EELV-#PCF-#PG-#Ensemble-#REV-#Picardie-#Gs-#GE-#ND-#PP)|LEFT|S&D|G/EFA ha presentato il logo con cui si presenterà alle prossime elezioni legislative.
@UltimoraPolitics