From 4730e76142752c11d2fbaabdb6847bd247e17fe1 Mon Sep 17 00:00:00 2001 From: davidediruscio Date: Sun, 15 Jun 2025 17:01:19 +0200 Subject: [PATCH] [logseq-plugin-git:commit] 2025-06-15T15:01:18.817Z --- .../Biblioteca-zotero.bib | 2 +- journals/2022_09_14.md | 2 +- journals/2023_05_19.md | 2 +- pages/@11697_19479.md | 2 +- ...n Bias and Fairness in Machine Learning.md | 2 +- ... of GitHub Copilot's Code Contributions.md | 4 +-- pages/@Berkhin2006.md | 2 +- ...uum%3A Ecosystem and Use Cases Overview.md | 2 +- ...els - A Study of Social Computing Tasks.md | 2 +- ...ces to Support Data-Driven Applications.md | 2 +- ...cific languages and software containers.md | 2 +- ...manipulation of heterogeneous databases.md | 2 +- ...for Parallel and Distributed Processing.md | 2 +- pages/@Enterprise Restaurant Compute.pdf.md | 2 +- ...rehensive Survey and Analysis of Trends.md | 2 +- ... using Python, LangChain, and LangGraph.md | 22 ++++++++++++ pages/@IEEE COMPUTING EDGE.md | 2 +- pages/@Niggemann201221.md | 2 +- ...distributed computing continuum systems.md | 2 +- ...am Processing on Clustered Edge Devices.md | 2 +- ...d integration for data-driven workflows.md | 2 +- ...sed bias mitigation in machine learning.md | 2 +- ...ence code in public GitHub repositories.md | 2 +- pages/AI Playground.md | 4 ++- pages/AI and the Future of Ethics.md | 2 +- pages/Agentic AI.md | 2 +- pages/BTP.md | 4 +-- pages/Kalix.md | 2 +- pages/L’elezione risolta dai sondaggi.md | 2 +- pages/NextFlow.md | 2 +- ...onomous Agents and LLM Function Calling.md | 1 - pages/Preparazione Intervento PINKAMP.md | 36 ++++++++++++++++++- pages/SLIDES-PLACEMENT-ALMALAUREA.md | 4 +-- pages/Templates.md | 2 +- pages/readingnotes.md | 2 -- 35 files changed, 93 insertions(+), 38 deletions(-) create mode 100644 pages/@Generative AI with LangChain%3A build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph.md diff --git a/assets/storages/logseq-citation-manager/Biblioteca-zotero.bib b/assets/storages/logseq-citation-manager/Biblioteca-zotero.bib index 3fce7307..da8f8086 100644 --- a/assets/storages/logseq-citation-manager/Biblioteca-zotero.bib +++ b/assets/storages/logseq-citation-manager/Biblioteca-zotero.bib @@ -2978,7 +2978,7 @@ This paper investigates the conceptual and technical feasibility of a new softwa \par 8E5M8QKA\{"readingTime":\{"page":12,"data":\{"0":530,"1":1430,"2":1400,"3":1140,"4":450,"5":240,"6":330,"7":210,"8":250,"9":50\}\}\} \par -9G4B4RYG\{"readingTime":\{"page":477,"data":\{"0":10,"2":10,"3":20,"4":10,"7":20,"14":10,"17":140,"18":40,"19":10,"20":40,"21":30,"22":10,"25":220,"26":180,"27":140,"28":110,"29":40,"30":40,"31":340,"32":160,"399":10,"400":20\}\}\} +9G4B4RYG\{"readingTime":\{"page":477,"data":\{"0":10,"2":10,"3":20,"4":10,"7":20,"14":10,"17":140,"18":40,"19":10,"20":40,"21":30,"22":10,"25":220,"26":180,"27":140,"28":110,"29":40,"30":40,"31":340,"32":250,"33":80,"399":10,"400":20\}\}\} \par 9QF9CWEH\{"readingTime":\{"page":44,"data":\{"0":30\}\}\} \par diff --git a/journals/2022_09_14.md b/journals/2022_09_14.md index a7b03d9c..50f3ad15 100644 --- a/journals/2022_09_14.md +++ b/journals/2022_09_14.md @@ -27,7 +27,7 @@ areas:: #projects/emerge - Shared with them suggestions about deadlines and also this document [ECMFA2022 things - Google Docs](https://docs.google.com/document/d/1JIlvL_AVQbtMegUoqZsuXpfmmrrSoGQJvF6U2MvVNkU/edit) - type:: [[weblink]] source:: [Superbonus 110%: tra disinformazione, mistificazione e realtà (lavoripubblici.it)](https://www.lavoripubblici.it/news/superbonus-110-disinformazione-mistificazione-realta-29262) - tags:: [[readingnotes]] + tags:: [[ReadingNotes]] collapsed:: true - [Superbonus 110%: tra disinformazione, mistificazione e realtà](https://www.lavoripubblici.it/news/superbonus-110-disinformazione-mistificazione-realta-29262) - il superbonus 110% è una detrazione in cui lo Stato da la possibilità di spendere con un ritorno in termini di riduzione delle tasse da pagare. diff --git a/journals/2023_05_19.md b/journals/2023_05_19.md index 454217ee..cd47e94c 100644 --- a/journals/2023_05_19.md +++ b/journals/2023_05_19.md @@ -29,7 +29,7 @@ - - type:: [[weblink]] source:: [How To Be More Creative - Sunsama Blog](https://www.sunsama.com/blog/how-to-be-more-creative) - tags:: [[readingnotes]] #productivity + tags:: [[ReadingNotes]] #productivity date:: [[19-05-2023]] - 10:35 - #[[Clip]] [[19-05-2023]] 10:33 [How To Be More Creative - Sunsama Blog](https://www.sunsama.com/blog/how-to-be-more-creative) There is a [great](https://www.tandfonline.com/doi/abs/10.1080/14792779543000084) [deal](https://saylordotorg.github.io/text_principles-of-social-psychology/s14-03-improving-group-performance.html) of [evidence](https://www.tandfonline.com/doi/abs/10.1207/s15324834basp1201_1?journalCode=hbas20) that brainstorming in groups is [significantly less creative](https://uclpress.scienceopen.com/hosted-document?doi=10.1080/14748460.2012.691284), in both quantity and quality, than individuals working independently. In fact, the science shows that incredible efforts are needed to counter the social and psychological friction that arises in groups to even get close to what the groups would achieve if working independently. diff --git a/pages/@11697_19479.md b/pages/@11697_19479.md index fb0143e8..cdecef76 100644 --- a/pages/@11697_19479.md +++ b/pages/@11697_19479.md @@ -14,7 +14,7 @@ links:: [Local library](zotero://select/library/items/75UQ3XYG), [Web library](h - [[Abstract]] - The adoption of Model-Driven Engineering (MDE) in the development of Web Applications permitted to decouple the functional description of applications from the underlying implementation platform. This is of paramount relevance for preserving the intellectual property encoded in models and making applications, languages and processes resilient to technological changes. This paper proposes a model-driven approach for supporting the migration and evolution of data-intensive Web applications. In particular, model differencing techniques are considered to realize a migration facility capable of detecting the modifications a model underwent during its lifecycle and to automatically derive from them the programs that are capable of migrating/adapting also those aspects which are not directly derivable from the source models, as for instance the data persistently stored in a database and the page layout usually written using graphic templates. The approach is validated by considering applications described with the beContent and WebML modeling languages. -- [[readingnotes]] +- [[ReadingNotes]] - Citations depend on the citations of our EDOC paper - The sosym paper was a concrete application or application domain where the problem of (co-)evolution is evident. In the sosym paper we applied the model difference representation metamodel, which is also another paper very cited. - I think the impact of the sosym paper is also related to the impact of the JOT and EDOC papers. diff --git a/pages/@A Survey on Bias and Fairness in Machine Learning.md b/pages/@A Survey on Bias and Fairness in Machine Learning.md index 5d5beca1..8e63cc26 100644 --- a/pages/@A Survey on Bias and Fairness in Machine Learning.md +++ b/pages/@A Survey on Bias and Fairness in Machine Learning.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] #bias #fairness #machinelearning +tags:: [[ReadingNotes]] #bias #fairness #machinelearning date:: [[31-07-2022]] issn:: "0360-0300, 1557-7341" issue:: 6 diff --git a/pages/@Asleep at the Keyboard%3F Assessing the Security of GitHub Copilot's Code Contributions.md b/pages/@Asleep at the Keyboard%3F Assessing the Security of GitHub Copilot's Code Contributions.md index 7fee2bd8..cc8a40d8 100644 --- a/pages/@Asleep at the Keyboard%3F Assessing the Security of GitHub Copilot's Code Contributions.md +++ b/pages/@Asleep at the Keyboard%3F Assessing the Security of GitHub Copilot's Code Contributions.md @@ -1,6 +1,6 @@ links:: [Local library](zotero://select/library/items/5PK7X33X), [Web library](https://www.zotero.org/users/1039502/items/5PK7X33X) authors:: [[Hammond Pearce]], [[Baleegh Ahmad]], [[Benjamin Tan]], [[Brendan Dolan-Gavitt]], [[Ramesh Karri]] -tags:: [[Computer Science - Artificial Intelligence]], [[Computer Science - Cryptography and Security]], [[readingnotes]] +tags:: [[Computer Science - Artificial Intelligence]], [[Computer Science - Cryptography and Security]], [[ReadingNotes]] date:: [[16-12-2021]] item-type:: [[preprint]] title:: @Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions @@ -10,6 +10,6 @@ title:: @Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code - [[Attachments]] - [arXiv.org Snapshot](https://arxiv.org/abs/2108.09293) {{zotero-imported-file TUD3FF8G, "2108.html"}} - [Pearce et al_2021_Asleep at the Keyboard.pdf](https://arxiv.org/pdf/2108.09293.pdf) {{zotero-imported-file K48J8CSX, "Pearce et al_2021_Asleep at the Keyboard.pdf"}} -- [[readingnotes]] +- [[ReadingNotes]] - Comment: Accepted for publication in IEEE Symposium on Security and Privacy 2022 - ((64468be5-de8e-46a4-9373-96158417ab31)) \ No newline at end of file diff --git a/pages/@Berkhin2006.md b/pages/@Berkhin2006.md index 068a5122..7ecbb4b7 100644 --- a/pages/@Berkhin2006.md +++ b/pages/@Berkhin2006.md @@ -1,4 +1,4 @@ -tags:: [[duplicate-citation-key]], [[readingnotes]] +tags:: [[duplicate-citation-key]], [[ReadingNotes]] date:: 2019 title:: @Berkhin2006 pages:: 25-71 diff --git a/pages/@Big Data Pipelines on the Computing Continuum%3A Ecosystem and Use Cases Overview.md b/pages/@Big Data Pipelines on the Computing Continuum%3A Ecosystem and Use Cases Overview.md index abe9cd2a..b4630c2c 100644 --- a/pages/@Big Data Pipelines on the Computing Continuum%3A Ecosystem and Use Cases Overview.md +++ b/pages/@Big Data Pipelines on the Computing Continuum%3A Ecosystem and Use Cases Overview.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: [[05-09-2021]] publisher:: IEEE place:: "Athens, Greece" diff --git a/pages/@Can ChatGPT Reproduce Human-Generated Labels - A Study of Social Computing Tasks.md b/pages/@Can ChatGPT Reproduce Human-Generated Labels - A Study of Social Computing Tasks.md index 36f6b8d6..f1472669 100644 --- a/pages/@Can ChatGPT Reproduce Human-Generated Labels - A Study of Social Computing Tasks.md +++ b/pages/@Can ChatGPT Reproduce Human-Generated Labels - A Study of Social Computing Tasks.md @@ -1,6 +1,6 @@ links:: [Local library](zotero://select/library/items/U6SSJ8YM), [Web library](https://www.zotero.org/users/1039502/items/U6SSJ8YM) authors:: [[Yiming Zhu]], [[Peixian Zhang]], [[Ehsan-Ul Haq]], [[Pan Hui]], [[Gareth Tyson]] -tags:: [[Computer Science - Artificial Intelligence]], [[Computer Science - Computation and Language]], [[readingnotes]] +tags:: [[Computer Science - Artificial Intelligence]], [[Computer Science - Computation and Language]], [[ReadingNotes]] date:: [[20-04-2023]] item-type:: [[preprint]] title:: @Can ChatGPT Reproduce Human-Generated Labels - A Study of Social Computing Tasks diff --git a/pages/@Computing in the Continuum%3A Combining Pervasive Devices and Services to Support Data-Driven Applications.md b/pages/@Computing in the Continuum%3A Combining Pervasive Devices and Services to Support Data-Driven Applications.md index dcd12818..eedbe347 100644 --- a/pages/@Computing in the Continuum%3A Combining Pervasive Devices and Services to Support Data-Driven Applications.md +++ b/pages/@Computing in the Continuum%3A Combining Pervasive Devices and Services to Support Data-Driven Applications.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: 6/2017 publisher:: IEEE place:: "Atlanta, GA, USA" diff --git a/pages/@Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.md b/pages/@Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.md index 81773c69..a2a850ce 100644 --- a/pages/@Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.md +++ b/pages/@Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: 12/2021 issn:: 25426605 doi:: 10.1016/j.iot.2021.100440 diff --git a/pages/@Domain-specific languages for the design, deployment and manipulation of heterogeneous databases.md b/pages/@Domain-specific languages for the design, deployment and manipulation of heterogeneous databases.md index 506db6e4..d3cbb006 100644 --- a/pages/@Domain-specific languages for the design, deployment and manipulation of heterogeneous databases.md +++ b/pages/@Domain-specific languages for the design, deployment and manipulation of heterogeneous databases.md @@ -10,5 +10,5 @@ publication-title:: "Proceedings - 2019 IEEE/ACM 11th International Workshop on authors:: [[D. Kolovos]], [[F. Medhat]], [[R. Paige]], [[D. Di Ruscio]], [[T. Van Der Storm]], [[S. Scholze]], [[A. Zolotas]] links:: [Local library](zotero://select/library/items/W7K7JPK6), [Web library](https://www.zotero.org/users/1039502/items/W7K7JPK6) -- [[readingnotes]] +- [[ReadingNotes]] - cited By 8 \ No newline at end of file diff --git a/pages/@Efficient Data Streaming Analytic Designs for Parallel and Distributed Processing.md b/pages/@Efficient Data Streaming Analytic Designs for Parallel and Distributed Processing.md index b45f09f8..871104ac 100644 --- a/pages/@Efficient Data Streaming Analytic Designs for Parallel and Distributed Processing.md +++ b/pages/@Efficient Data Streaming Analytic Designs for Parallel and Distributed Processing.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] title:: @Efficient Data Streaming Analytic Designs for Parallel and Distributed Processing item-type:: [[journalArticle]] original-title:: Efficient Data Streaming Analytic Designs for Parallel and Distributed Processing diff --git a/pages/@Enterprise Restaurant Compute.pdf.md b/pages/@Enterprise Restaurant Compute.pdf.md index 8afa8661..b1d6c517 100644 --- a/pages/@Enterprise Restaurant Compute.pdf.md +++ b/pages/@Enterprise Restaurant Compute.pdf.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] title:: @Enterprise Restaurant Compute.pdf item-type:: [[document]] original-title:: Enterprise Restaurant Compute.pdf diff --git a/pages/@Fairness Testing%3A A Comprehensive Survey and Analysis of Trends.md b/pages/@Fairness Testing%3A A Comprehensive Survey and Analysis of Trends.md index 3d9a046e..e15cfec9 100644 --- a/pages/@Fairness Testing%3A A Comprehensive Survey and Analysis of Trends.md +++ b/pages/@Fairness Testing%3A A Comprehensive Survey and Analysis of Trends.md @@ -1,6 +1,6 @@ links:: [Local library](zotero://select/library/items/6XAJVIRN), [Web library](https://www.zotero.org/users/1039502/items/6XAJVIRN) authors:: [[Zhenpeng Chen]], [[Jie M. Zhang]], [[Max Hort]], [[Federica Sarro]], [[Mark Harman]] -tags:: [[Computer Science - Software Engineering]], [[readingnotes]] +tags:: [[Computer Science - Software Engineering]], [[ReadingNotes]] date:: [[05-08-2022]] item-type:: [[preprint]] title:: @Fairness Testing: A Comprehensive Survey and Analysis of Trends diff --git a/pages/@Generative AI with LangChain%3A build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph.md b/pages/@Generative AI with LangChain%3A build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph.md new file mode 100644 index 00000000..b69f3bf5 --- /dev/null +++ b/pages/@Generative AI with LangChain%3A build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph.md @@ -0,0 +1,22 @@ +tags:: [[#zotero]] +date:: 2025 +publisher:: Packt Publishing +place:: Birmingham +title:: @Generative AI with LangChain: build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph +item-type:: [[book]] +original-title:: "Generative AI with LangChain: build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph" +language:: en +short-title:: Generative AI with LangChain +edition:: Second edition +authors:: [[Ben Auffarth]], [[Leonid Kuligin]] +library-catalog:: Open WorldCat +links:: [Local library](zotero://select/library/items/9G4B4RYG), [Web library](https://www.zotero.org/users/1039502/items/9G4B4RYG) + +- [[Abstract]] + - Go beyond foundational LangChain documentation with detailed coverage of LangGraph interfaces, design patterns for building AI agents, and scalable architectures used in production--ideal for Python developers building GenAI applications Key Features Bridge the gap between prototype and production with robust LangGraph agent architectures Apply enterprise-grade practices for testing, observability, and monitoring Build specialized agents for software development and data analysis Purchase of the print or Kindle book includes a free PDF eBook Book Description This second edition tackles the biggest challenge facing companies in AI today: moving from prototypes to production. Fully updated to reflect the latest developments in the LangChain ecosystem, it captures how modern AI systems are developed, deployed, and scaled in enterprise environments. This edition places a strong focus on multi-agent architectures, robust LangGraph workflows, and advanced retrieval-augmented generation (RAG) pipelines. You'll explore design patterns for building agentic systems, with practical implementations of multi-agent setups for complex tasks. The book guides you through reasoning techniques such as Tree-of -Thoughts, structured generation, and agent handoffs--complete with error handling examples. Expanded chapters on testing, evaluation, and deployment address the demands of modern LLM applications, showing you how to design secure, compliant AI systems with built-in safeguards and responsible development principles. This edition also expands RAG coverage with guidance on hybrid search, re-ranking, and fact-checking pipelines to enhance output accuracy. Whether you're extending existing workflows or architecting multi-agent systems from scratch, this book provides the technical depth and practical instruction needed to design LLM applications ready for success in production environments. What you will learn Design and implement multi-agent systems using LangGraph Implement testing strategies that identify issues before deployment Deploy observability and monitoring solutions for production environments Build agentic RAG systems with re-ranking capabilities Architect scalable, production-ready AI agents using LangGraph and MCP Work with the latest LLMs and providers like Google Gemini, Anthropic, Mistral, DeepSeek, and OpenAI's o3-mini Design secure, compliant AI systems aligned with modern ethical practices Who this book is for This book is for developers, researchers, and anyone looking to learn more about LangChain and LangGraph. With a strong emphasis on enterprise deployment patterns, it's especially valuable for teams implementing LLM solutions at scale. While the first edition focused on individual developers, this updated edition expands its reach to support engineering teams and decision-makers working on enterprise-scale LLM strategies. A basic understanding of Python is required, and familiarity with machine learning will help you get the most out of this book +- ### [[ReadingNotes]] + - [[Agentic AI]] + - +- ### Attachments + - [9781837022014_ColorImages.pdf](https://static.packt-cdn.com/downloads/9781837022014_ColorImages.pdf) {{zotero-imported-file LE33XYSG, "9781837022014_ColorImages.pdf"}} + - [PDF](zotero://select/library/items/T2P2UL2Y) {{zotero-imported-file T2P2UL2Y, "Auffarth e Kuligin - 2025 - Generative AI with LangChain build production-ready LLM applications and advanced agents using Pyth.pdf"}} \ No newline at end of file diff --git a/pages/@IEEE COMPUTING EDGE.md b/pages/@IEEE COMPUTING EDGE.md index 7de211d3..b1ba7e3f 100644 --- a/pages/@IEEE COMPUTING EDGE.md +++ b/pages/@IEEE COMPUTING EDGE.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: 11/2022 issn:: "0740-7459, 1937-4194" issue:: 6 diff --git a/pages/@Niggemann201221.md b/pages/@Niggemann201221.md index 9de356be..83433005 100644 --- a/pages/@Niggemann201221.md +++ b/pages/@Niggemann201221.md @@ -1,4 +1,4 @@ -tags:: [[GOAL_Model-Classification]], [[notion]], [[readingnotes]] +tags:: [[GOAL_Model-Classification]], [[notion]], [[ReadingNotes]] date:: 2012 series:: "Tagungsband - Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme VIII, MBEES 2012" title:: @Niggemann201221 diff --git a/pages/@On distributed computing continuum systems.md b/pages/@On distributed computing continuum systems.md index db03448a..56947b0d 100644 --- a/pages/@On distributed computing continuum systems.md +++ b/pages/@On distributed computing continuum systems.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: 2022 issn:: "1041-4347, 1558-2191, 2326-3865" doi:: 10.1109/TKDE.2022.3142856 diff --git a/pages/@Stream Processing on Clustered Edge Devices.md b/pages/@Stream Processing on Clustered Edge Devices.md index 86bdd6bd..c47f9e3f 100644 --- a/pages/@Stream Processing on Clustered Edge Devices.md +++ b/pages/@Stream Processing on Clustered Edge Devices.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: [[01-04-2022]] issn:: "2168-7161, 2372-0018" issue:: 2 diff --git a/pages/@Towards a computing continuum%3A Enabling edge-to-cloud integration for data-driven workflows.md b/pages/@Towards a computing continuum%3A Enabling edge-to-cloud integration for data-driven workflows.md index 737c677a..53ac8181 100644 --- a/pages/@Towards a computing continuum%3A Enabling edge-to-cloud integration for data-driven workflows.md +++ b/pages/@Towards a computing continuum%3A Enabling edge-to-cloud integration for data-driven workflows.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: 11/2019 issn:: "1094-3420, 1741-2846" issue:: 6 diff --git a/pages/@Towards model-based bias mitigation in machine learning.md b/pages/@Towards model-based bias mitigation in machine learning.md index ab0a14fb..cd6dba36 100644 --- a/pages/@Towards model-based bias mitigation in machine learning.md +++ b/pages/@Towards model-based bias mitigation in machine learning.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: [[23-10-2022]] publisher:: ACM place:: Montreal Quebec Canada diff --git a/pages/@Workflow analysis of data science code in public GitHub repositories.md b/pages/@Workflow analysis of data science code in public GitHub repositories.md index 32eb0159..f1b6d2e9 100644 --- a/pages/@Workflow analysis of data science code in public GitHub repositories.md +++ b/pages/@Workflow analysis of data science code in public GitHub repositories.md @@ -1,4 +1,4 @@ -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: 01/2023 issn:: "1382-3256, 1573-7616" issue:: 1 diff --git a/pages/AI Playground.md b/pages/AI Playground.md index ef4a29c7..fbf35aca 100644 --- a/pages/AI Playground.md +++ b/pages/AI Playground.md @@ -49,4 +49,6 @@ D --> E[PlannerAgent] ``` -- \ No newline at end of file +- #ReadingNotes of + - [[@Generative AI with LangChain: build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph]] + - \ No newline at end of file diff --git a/pages/AI and the Future of Ethics.md b/pages/AI and the Future of Ethics.md index a76215ca..567eb599 100644 --- a/pages/AI and the Future of Ethics.md +++ b/pages/AI and the Future of Ethics.md @@ -1,6 +1,6 @@ type:: [[weblink]] source:: [AI and the Future of Ethics. If AI commits a crime, can we punish… | by Matthew Biggins | Medium](https://medium.com/s/ai-dirty-little-secret/ai-and-the-future-of-ethics-e4286567e742) -tags:: [[readingnotes]] [[AI]] [[Ethics]] +tags:: [[ReadingNotes]] [[AI]] [[Ethics]] full-title:: AI and the Future of Ethics date:: [[10-05-2023]] - 17:33 diff --git a/pages/Agentic AI.md b/pages/Agentic AI.md index a962f60b..a57fbce5 100644 --- a/pages/Agentic AI.md +++ b/pages/Agentic AI.md @@ -1,2 +1,2 @@ -- ***Agentic AI*: Systems that can plan, reason, and take action to accomplish tasks with minimal human intervention. +- ***Agentic AI***: Systems that can *plan*, *reason*, and *take action* to *accomplish tasks* with *minimal human intervention*. - \ No newline at end of file diff --git a/pages/BTP.md b/pages/BTP.md index 8dcd729b..f16c6f55 100644 --- a/pages/BTP.md +++ b/pages/BTP.md @@ -1,6 +1,6 @@ type:: [[weblink]] source:: [Investire in BTP – Forbes Advisor Italia](https://www.forbes.com/advisor/it/investire/btp/) -tags:: [[readingnotes]] [[finanza]] +tags:: [[ReadingNotes]] [[finanza]] date:: [[27-12-2023]] - 10:39 - In linea generale quando i [tassi di interesse](https://www.forbes.com/advisor/it/mutui/2023/06/15/tassi-mutui-oggi-ultime-news-aggiornamenti/) sono bassi, i BTP possono avere rendimenti meno attraenti. Se invece i tassi sono in aumento o previsti in crescita, i rendimenti dei BTP possono essere maggiori. Per valutare il momento giusto per investire in BTP bisogna monitorare quindi le condizioni di mercato tra cui i tassi di interesse. @@ -10,7 +10,7 @@ date:: [[27-12-2023]] - 10:39 - - type:: [[weblink]] source:: [Btp, le strategie per guadagnare: meglio puntare sulla cedola alta o sul capital gain?- Corriere.it](https://www.corriere.it/economia/finanza/23_aprile_07/btp-strategie-guadagnare-meglio-puntare-cedola-alta-o-capital-gain-0d83dc74-cee2-11ed-9ec0-a4141ee14cb8.shtml) - tags:: [[readingnotes]] [[finanza]] + tags:: [[ReadingNotes]] [[finanza]] date:: [[27-12-2023]] - 10:52 - i titoli che hanno cedola elevata hanno quotazioni più alte, sopra la pari (più di 100) sul secondario . Viceversa i titoli a cedola bassa valgono meno e sono scambiati sotto la pari (meno di 100). - ##### Massimizzare i flussi di interesse grazie alle cedole diff --git a/pages/Kalix.md b/pages/Kalix.md index 5abe8526..8ca99ee3 100644 --- a/pages/Kalix.md +++ b/pages/Kalix.md @@ -1,6 +1,6 @@ type:: [[weblink]] source:: [(51) Kalix: Tackling the Cloud to Edge Continuum - YouTube](https://www.youtube.com/watch?v=dyKArY81rLA&ab_channel=Kalix) -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: [[09-02-2023]] - 09:45 - ![1675869521448](../assets/1675869521448.jpg) diff --git a/pages/L’elezione risolta dai sondaggi.md b/pages/L’elezione risolta dai sondaggi.md index 468f0192..e573f372 100644 --- a/pages/L’elezione risolta dai sondaggi.md +++ b/pages/L’elezione risolta dai sondaggi.md @@ -1,6 +1,6 @@ type:: [[weblink]] source:: [L’elezione risolta dai sondaggi | Scienza in rete](https://www.scienzainrete.it/articolo/lelezione-risolta-dai-sondaggi/rino-falcone/2022-09-08) -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] - ### Highlights - [L’elezione risolta dai sondaggi | Scienza in rete](https://www.scienzainrete.it/articolo/lelezione-risolta-dai-sondaggi/rino-falcone/2022-09-08) diff --git a/pages/NextFlow.md b/pages/NextFlow.md index 2d9dd835..5de32da4 100644 --- a/pages/NextFlow.md +++ b/pages/NextFlow.md @@ -1,6 +1,6 @@ type:: [[weblink]] source:: [(93) Introduction to Nextflow for Data Intensive Pipelines: Part 1 - YouTube](https://www.youtube.com/watch?v=bIRLbYPWHoM&ab_channel=PawseySupercomputingCentre) -tags:: [[readingnotes]] +tags:: [[ReadingNotes]] date:: [[21-01-2023]] - 17:13 - ![image.png](../assets/image_1674317591147_0.png) diff --git a/pages/Omnivore___30-04-2024___Edge 391- Autonomous Agents and LLM Function Calling.md b/pages/Omnivore___30-04-2024___Edge 391- Autonomous Agents and LLM Function Calling.md index 0c4f0c0a..8b6c475e 100644 --- a/pages/Omnivore___30-04-2024___Edge 391- Autonomous Agents and LLM Function Calling.md +++ b/pages/Omnivore___30-04-2024___Edge 391- Autonomous Agents and LLM Function Calling.md @@ -9,7 +9,6 @@ source:: [[Omnivore]] state:: [[archived]] - ### Highlights - collapsed:: true - > LLM Function Calling and Autonomous Agents [⤴️](https://omnivore.app/me/edge-391-autonomous-agents-and-llm-function-calling-18f2ec010a1#43737fb5-eabb-4442-90eb-f2022cf202dd) omnivore-note:: [[AI/AGENTS]] #omnivore-note-color - > Function calling refers to the ability of LLMs to invoke functions from external APIs. In the context of autonomous agents, function calling plays a role by allowing agents to retrieve information or perform actions on external systems... [⤴️](https://omnivore.app/me/edge-391-autonomous-agents-and-llm-function-calling-18f2ec010a1#cb5dfcae-7de7-4228-8891-f0b202675bad) \ No newline at end of file diff --git a/pages/Preparazione Intervento PINKAMP.md b/pages/Preparazione Intervento PINKAMP.md index a60aa728..1ab26be3 100644 --- a/pages/Preparazione Intervento PINKAMP.md +++ b/pages/Preparazione Intervento PINKAMP.md @@ -9,4 +9,38 @@ progress:: {{renderer :todomaster}} - Isabella - Gennaro - Alina -- Oggi [[10-06-2025]] abbiamo avuto una call con i tutor. Si e' deciso di investigare la strada di progettare una sessione di approfindimento che coinvolta tutte le fase principali relative all'uso di strumenti LLM etc. \ No newline at end of file +- Oggi [[10-06-2025]] abbiamo avuto una call con i tutor. Si e' deciso di investigare la strada di progettare una sessione di approfindimento che coinvolta tutte le fase principali relative all'uso di strumenti LLM etc. +- [[References]] per preparare l'intervento + - [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + - - #[[Clip]] [[15-06-2025]] 16:10 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Quando parliamo di AI generative ci riferiamo a modelli linguistici di grandi dimensioni (o LLM), un tipo di tecnologia in cui reti neurali profonde vengono addestrate con enormi quantità di documenti per elaborare e generare testi. + - - #[[Clip]] [[15-06-2025]] 16:10 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + In molti casi, questi modelli non sono in grado di capire quando una domanda è al di là delle loro capacità, e provano comunque a rispondere. + - - #[[Clip]] [[15-06-2025]] 16:10 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + i LLM hanno ancora un problema con le cosiddette [allucinazioni](https://www.ilpost.it/2024/05/22/ai-allucinazioni/), gli errori fattuali dei chatbot, che spesso inventano fatti e dettagli. + - - #[[Clip]] [[15-06-2025]] 16:10 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + il materiale di partenza su cui sono stati addestrati è incompleto, e le AI sono costrette a riempire le lacune, inventando di fatto informazioni (che sono comunque grammaticalmente corrette). + - - #[[Clip]] [[15-06-2025]] 16:10 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Un esempio recente riguarda il quotidiano statunitense che ha [pubblicato](https://www.ilpost.it/2025/05/21/lista-consigli-libri-intelligenza-artificiale/) una lista di libri consigliati per l’estate, includendo titoli non esistenti, generati da un’intelligenza artificiale. + - - #[[Clip]] [[15-06-2025]] 16:11 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Il settore dove questa tecnologia sta avendo l’impatto più profondo è probabilmente quello della programmazione informatica, tanto che in aziende come Microsoft [il 30 per cento del codice](https://www.cnbc.com/2025/04/29/satya-nadella-says-as-much-as-30percent-of-microsoft-code-is-written-by-ai.html) viene già scritto da AI. + - - #[[Clip]] [[15-06-2025]] 16:12 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Ma le AI possono essere usate anche per scrivere (o tradurre) mail e documenti aziendali, o generare slide per presentazioni, mentre è nota da tempo la loro [inaffidabilità](https://www.ilpost.it/2024/07/28/matematica-intelligenza-artificiale/) nei calcoli matematici + - - #[[Clip]] [[15-06-2025]] 16:13 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Il settore legale è stato uno dei primi a scontrarsi con le allucinazioni delle AI, come [dimostrato](https://www.businessinsider.com/increasing-ai-hallucinations-fake-citations-court-records-data-2025-5) dai molti casi in cui hanno prodotto documenti legali con riferimenti a leggi o sentenze del tutto inventati. Le allucinazioni sono così diffuse nell’ambiente legale da aver spinto l’avvocato francese Damien Charlotin a creare un sito che [raccoglie](https://www.damiencharlotin.com/hallucinations/) errori di questo tipo man mano che vengono scoperti. + - - #[[Clip]] [[15-06-2025]] 16:13 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Le aziende che li sviluppano, infatti, sono sempre più in competizione tra loro e hanno capito che la maggioranza degli utenti preferisce un’AI che risponde sempre rispetto a una più cauta. + - - #[[Clip]] [[15-06-2025]] 16:14 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + intelligenze artificiali ruffiane” + - - #[[Clip]] [[15-06-2025]] 16:14 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Dopo le critiche ricevute, l’azienda ha modificato le impostazioni ordinando al modello di «interagire con l’utente in modo caloroso ma onesto», mantenendo una certa «professionalità». + - - #[[Clip]] [[15-06-2025]] 16:15 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + «sacrificare, in alcuni casi, la veridicità in favore della ossequiosità». + - - #[[Clip]] [[15-06-2025]] 16:15 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Verbosity Compensation, o «compensazione della verbosità», il fenomeno per cui i chatbot sembrano dare risposte più lunghe alle domande su cui sono più incerti, a causa della scarsità di informazioni disponibili. + - - #[[Clip]] [[15-06-2025]] 16:16 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + Il grande successo commerciale di sistemi da ChatGPT in poi ha cambiato l’approccio di molte aziende, che hanno abbandonato parte dell’iniziale cautela sul contenuto delle risposte per offrire un servizio che dia sempre una risposta agli utenti. + - - #[[Clip]] [[15-06-2025]] 16:21 [Perché spesso ChatGPT si inventa le cose - Il Post](https://www.ilpost.it/2025/06/10/perche-chatgpt-inventa-cose/) + In questo contesto, un fattore importante è la memoria, ovvero la capacità di ricordare determinati precedenti delle loro conversazioni con l’utente e usarli per adattare le loro risposte future. + - [Una lista di libri consigliati che non esistono - Il Post](https://www.ilpost.it/2025/05/21/lista-consigli-libri-intelligenza-artificiale/) + - [Why is ChatGPT so bad at math? | TechCrunch](https://techcrunch.com/2024/10/02/why-is-chatgpt-so-bad-at-math/) \ No newline at end of file diff --git a/pages/SLIDES-PLACEMENT-ALMALAUREA.md b/pages/SLIDES-PLACEMENT-ALMALAUREA.md index bd850e6d..c3eb35b1 100644 --- a/pages/SLIDES-PLACEMENT-ALMALAUREA.md +++ b/pages/SLIDES-PLACEMENT-ALMALAUREA.md @@ -1,4 +1,4 @@ -- # Conoscere i settori del lavoro, gli sbocchi occupazionali +# Conoscere i settori del lavoro, gli sbocchi occupazionali - Caro Davide, - Ti giro il materiale di Almalaurea. Per l'orientamento io ho preso spunto - dal materiale del CISIA (che ti allego comunque). @@ -15,7 +15,7 @@ - - type:: [[weblink]] source:: [(57) Gli strumenti di AlmaLaurea a supporto dell'Orientamento - YouTube](https://www.youtube.com/watch?v=4pP1Zzy6bZA&ab_channel=AlmaLaurea) - tags:: [[readingnotes]] + tags:: [[ReadingNotes]] date:: [[11-02-2023]] - 16:51 - ![image.png](../assets/image_1676130656232_0.png) - Indicatori importanti perche' permettono di avere una migliore collocazione nel mondo del lavoro ad un anno dalla laurea diff --git a/pages/Templates.md b/pages/Templates.md index 5b13e103..5c673759 100644 --- a/pages/Templates.md +++ b/pages/Templates.md @@ -51,7 +51,7 @@ template:: JOURNAL-TEMPLATE-OLD - type:: [[weblink]] template:: WEBLINK source:: - tags:: [[readingnotes]] + tags:: [[ReadingNotes]] date:: <%today%> - <%time%> - type:: [[CAD]] template:: CAD diff --git a/pages/readingnotes.md b/pages/readingnotes.md index f9c9251d..a7f1c6a8 100644 --- a/pages/readingnotes.md +++ b/pages/readingnotes.md @@ -1,3 +1 @@ icon:: ✏️ - -- \ No newline at end of file