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· 2024-06-10 10:24:10 Generative AI: novità e riflessioni #3 / 2024
estimated reading time: 29 min AI Un appuntamento per aggiornarsi e riflettere sulle tematiche che riguardano l'intelligenza artificiale e la Generative AI. • 36 min read Generative AI: novità e riflessioni - #3 / 2024Una rubrica che racconta le novità più rilevanti che riguardan
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· 2024-02-14 20:35:42+01:00 Retrieval Augmented Generation The Cheshire Cat
estimated reading time: < 1 min Retrieval Augmented Generation (RAG) is an AI framework for improving the quality of responses generated by large language models (LLMs) by grounding the model on external sources of information. RAG uses semantic search to retrieve relevant and up-to-
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· 2024-02-01 10:50:12+01:00 Stable Diffusion prompt: a definitive guide Stable Diffusion Art
estimated reading time: 18 min Developing a process to build good prompts is the first step every Stable Diffusion user tackles. This article summarizes the process and techniques developed through experimentations and other users’ inputs. The goal is to write down all I know about pr
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· 2024-01-21 11:15:23+01:00 The 5 Best Vector Databases | A List With Examples
estimated reading time: 10 min The landscape of vector databases (Image Source)In the realm of Artificial Intelligence (AI), vast amounts of data require efficient handling and processing. As we delve into more advanced applications of AI, such as image recognition, voice search, or rec
· 2024-01-21 11:09:48+01:00 What is a Vector Database & How Does it Work? Use Cases + Examples | Pinecone
estimated reading time: 18 min What is a Vector Database?A vector database is a type of database that indexes and stores vector embeddings for fast retrieval and similarity search, with capabilities like CRUD operations, metadata filtering, and horizontal
· 2024-01-17 06:40:17+01:00 LangChain Tutorial – How to Build a Custom Knowledge Chatbot
estimated reading time: 11 min You may have read about the large number of AI apps that have been released over the last couple of months. You may have even started using some of them.AI tools such as ChatPDF and CustomGPT AI have become very useful to people – and for good reason. Go
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· 2024-01-14 09:05:41+01:00 Vector Database | Weaviate Vector Database
estimated reading time: < 1 min Store and retrieve data objects and vector embeddings. Seamlessly connect to your favorite ML models. And build intuitive, reliable AI applications that scale. Bring the power of AI to more  developersAn approachable, o
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· 2024-01-14 02:25:25+01:00 embeddings e GPT 4 per clusterizzare le recensioni dei prodotti sfruttando l'AI
estimated reading time: 6 min AI Come si possono raggruppare automaticamente centinaia di migliaia di recensioni per poterle analizzare? L'intelligenza artificiale ci può aiutare! Possiamo generate gli embeddings e clusterizzarli attraverso K-means. GPT-4
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· 2024-01-13 16:32:59+01:00 Large Scale embeddings | Anyscale Endpoints
estimated reading time: < 1 min If you are looking for an endpoint for embeddings, see the gtelarge model endpoint.Large scale embedding generation is a critical step in RAG workflows and can help establish relationships between different text chunks.An
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· 2024-01-07 22:00:16+01:00 Integrations
estimated reading time: 1 min Integrations Use Cohere's models with the tools you love.Suggest Edits Chroma is an open-source vector search engine that's quick to install and start building with using Python or Javascript.Learn MoreQdrant is an open-source vector similarity search engin
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· 2024-01-07 21:52:24+01:00 RAG and generative AI Azure AI Search
estimated reading time: 14 min Article Retrieval Augmentation Generation (RAG) is an architecture that augments the capabilities of a Large Language Model (LLM) like ChatGPT by adding an information retrieval system that provides grounding data. Adding an information retrieval system gi
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· 2024-01-07 07:08:25+01:00 Discover LlamaIndex Video Series LlamaIndex 🦙 0.9.26
estimated reading time: < 1 min If you like learning from videos, now’s a good time to check out our “Discover LlamaIndex” series. If not, we recommend heading on to our Understanding LlamaIndex tutorial.SubQuestionQueryEngine + 10K AnalysisThis video covers the SubQuestionQuer
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· 2024-01-06 18:35:26+01:00 Generative AI for Beginners A Course
estimated reading time: 3 min A 12 Lesson course teaching everything you need to know to start building Generative AI applications Learn the fundamentals of building Generative AI applications with our 12-lesson comprehensive course by Microsoft Cloud Advocates. Each lesson c
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· 2024-01-04 17:52:08+01:00 Getting started with Llama 2
estimated reading time: 31 min QUICK SETUP Prerequisite OS: Ubuntu Packages: wget, md5sum Package Manager: Conda ME If you want to use Llama 2 on Windows, macOS, iOS, Android or in a Python notebook, please refer to the open source community on how they have achieved this. Here are some
· 2023-12-23 17:01:06+01:00 LocalAI, l'alternativa a OpenAI che funziona in locale è italiana
estimated reading time: 4 min L’intelligenza artificiale sta giocando un ruolo sempre più importante nella risoluzione di problemi complessi e nella creazione di nuove opportunità. Tuttavia, l’accesso ai modelli generativi e alle API corrispondenti richiede una connessione Interne
· 2023-12-23 16:37:01+01:00 Mistral AI API | Mistral AI Large Language Models
estimated reading time: 2 min Create Chat CompletionsRequest Body schema: application/jsonrequiredmodel required stringID of the model to use. You can use the List Available Models API to see all of your available models, or see our Model overview for model descriptions. required
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· 2023-12-02 14:33:16+01:00 Artificial Intelligence for Beginners A Curriculum
estimated reading time: 7 min AI For Beginners - Sketchnote by @girlie_mac Explore the world of Artificial Intelligence (AI) with Microsoft's 12-week, 24-lesson curriculum! Dive into Symbolic AI, Neural Networks, Computer Vision, Natural Language Processing, and more. Hands-o
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· 2023-11-06 10:06:42+01:00 Prompting Isn't The Most Important Skill
estimated reading time: 6 min Anant Agarwal, an MIT professor and of the founders of the EdX educational platform, recently created a stir by saying that prompt engineering was the most important skill you could learn. And that you could learn the basics in two hours.Although I agree th
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· 2023-07-30 07:20:08 So you want to build your own open source chatbot…
estimated reading time: 22 min (Expanded from a talk given at DWeb Camp 2023.)Artificial intelligence may well prove one of the most impactful and disruptive technologies to come along in years. This impact isn’t theoretical: AI is already affecting real people in substantial ways, an
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· 2023-07-18 09:16:51 Quickstart — Sentence Transformers documentation
estimated reading time: 2 min Quickstart — Sentence-Transformers documentation » Quickstart Edit on GitHub Once you have SentenceTransformers installed, the usage is simple:from sentence_transformers import SentenceTransformer model = SentenceTransformer('all-MiniLM-L6-v2') #Our sent
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· 2023-03-25 07:46:30+01:00 Hello Dolly: Democratizing the magic of ChatGPT with open models
estimated reading time: 10 min SummaryWe show that anyone can take a dated off-the-shelf open source large language model (LLM) and give it magical ChatGPT-like instruction following ability by training it in 30 min utes on one machine, using high-quality training data. Surprisingly, in

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