diff --git a/pages/Agentic AI.md b/pages/Agentic AI.md index 28d27739..83b37bf5 100644 --- a/pages/Agentic AI.md +++ b/pages/Agentic AI.md @@ -1,4 +1,19 @@ 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** + - \ No newline at end of file diff --git a/pages/TODOIST-LOGSEQED.md b/pages/TODOIST-LOGSEQED.md index 048ed743..b8a83525 100644 --- a/pages/TODOIST-LOGSEQED.md +++ b/pages/TODOIST-LOGSEQED.md @@ -24,12 +24,12 @@ progress:: {{renderer :todomaster}} - 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: \ No newline at end of file