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[logseq-plugin-git:commit] 2025-06-15T17:24:57.786Z

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Davide Di Ruscio
2025-06-15 19:24:58 +02:00
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pages/Agentic AI.md
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icon:: 🧠
- ***Agentic AI***: Systems that can *plan*, *reason*, and *take action* to *accomplish tasks* with *minimal human intervention*.
- AI agents extend the capabilities of LLMs with respect to the following dimensions:
- *Integrating memory*, to retain and recall information across interactions
- *Tool use*, to utilize external tools, APIs, and databases
- *Decision-making*, to plan and execute multi-step workflows
- AI agents will continue to refine the ability to *reason*, *plan*, and *act*.
- The **development of agentic-based AI** is a natural progression from *statistical modeling* to *deep learning* and now to *reasoning-based systems*
- This evolution marks a shift from predictive models to autonomous systems capable of dynamic decision-making.
- The **main challenges with raw LLMs** are the following:
- *Context window limitations*: The context window typically range from 2,000 to 128,000 tokens and this create the following challenges:
- *Document processing*: long documents must be chunked to deal with context limits
- *Conversation history*: A proper memory management is required to maintain infromation across extended conversations.
- *Cost management*: It is necessary to make efficient token use, because most providers charge based on token count.
- *Limited tool orchestration:* to execute complex workflows a proper infrastructure is needed to discover tools and manage tool interactions across multiple turns.
- *Task coordination challenges*: structured control mechanisms are require to manage with LLMs multi-step workflows
- **LangChain**
-
pages/TODOIST-LOGSEQED.md
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- TODO [#A] [[Progettazione Offerta Formativa]]
todoist-desc:: logseq://graph/Logseq?page=Progettazione%20Offerta%20Formativa
todoist-id:: [9205819498](https://app.todoist.com/app/task/9205819498)
SCHEDULED: <2025-06-16 Mon>
- DOING [#A] [[Missione STAF 2025]]
SCHEDULED: <2025-06-16 Mon>
SCHEDULED: <2025-06-17 Tue>
- TODO [#A] [[Missione STAF 2025]]
todoist-id:: [9135141990](https://app.todoist.com/app/task/9135141990)
SCHEDULED: <2025-06-15 Sun>
:LOGBOOK:
CLOCK: [2025-06-11 Wed 11:37:54]
CLOCK: [2025-06-11 Wed 11:37:54]--[2025-06-15 Sun 19:24:44] => 103:46:50
:END:
- DONE [#C] [[Proposta di corso avanzato su machine learning]]
todoist-desc:: https://outlook.office365.com/owa/?ItemID=AAkALgAAAAAAHYQDEapmEc2byACqAC%2FEWg0AjoVpQvBez0Ss5ZY2WGWEJgAH1wAvQQAA&exvsurl=1&viewmodel=ReadMessageItem
@@ -57,17 +57,17 @@ progress:: {{renderer :todomaster}}
- TODO [#B] [[PAPERS/MOSAICO-Technical-Report]]
todoist-desc:: logseq://graph/Logseq?page=PAPERS%2FMOSAICO-Technical-Report
todoist-id:: [9187744429](https://app.todoist.com/app/task/9187744429)
SCHEDULED: <2025-06-14 Sat>
SCHEDULED: <2025-06-17 Tue>
:LOGBOOK:
CLOCK: [2025-06-07 Sat 13:49:10]--[2025-06-08 Sun 21:19:31] => 31:30:21
CLOCK: [2025-06-13 Fri 12:00:06]--[2025-06-14 Sat 09:56:22] => 21:56:16
:END:
- TODO [#A] [[Preparazione Intervento PINKAMP]]
todoist-id:: [9179967916](https://app.todoist.com/app/task/9179967916)
SCHEDULED: <2025-06-15 Sun>
SCHEDULED: <2025-06-16 Mon>
- TODO [#A] [[Aggiornamento uso fondi progetti]]
todoist-id:: [9143259271](https://app.todoist.com/app/task/9143259271)
SCHEDULED: <2025-06-15 Sun>
SCHEDULED: <2025-06-16 Mon>
- TODO [[[mosaico-all] MOSAICO meetings in Rome July 2025]]
todoist-desc:: From: zhanna.zhussupova@imt-atlantique.fr
todoist-id:: [9224183665](https://app.todoist.com/app/task/9224183665)
@@ -79,14 +79,14 @@ progress:: {{renderer :todomaster}}
- TODO [#A] [[Missione Emeliot Salerno - Luglio 2025]]
todoist-desc:: From: leonardo.mariani@unimib.it
todoist-id:: [9161916557](https://app.todoist.com/app/task/9161916557)
SCHEDULED: <2025-06-16 Mon>
SCHEDULED: <2025-06-19 Thu>
- TODO [#A] [[I: ELSEVIER IST: Your Submission - INFSOF-D-25-00112 - Major Revision]]
todoist-desc:: From: [giordano.daloisio@univaq.it](mailto:giordano.daloisio@univaq.it)
todoist-id:: [9223518427](https://app.todoist.com/app/task/9223518427)
- TODO [#B] [[Linee guida afferenza Collegio dottorato ICT]]
todoist-desc:: [Linee guida per la valutazione richieste afferenza dottorato ICT.docx](https://univaq-my.sharepoint.com/:w:/g/personal/davide_diruscio_univaq_it/EbLmq-bFlvZDpxTZLeHiQFgBBlAIxRR_3aoAZsNBUHFyXw?e=cXOsS3)
todoist-id:: [8912715542](https://app.todoist.com/app/task/8912715542)
SCHEDULED: <2025-06-15 Sun>
SCHEDULED: <2025-06-16 Mon>
:LOGBOOK:
CLOCK: [2025-06-13 Fri 11:59:57]--[2025-06-14 Sat 09:56:22] => 21:56:25
:END: