Julie ZhuoOur Souls Need Proof of WorkOn wanting and comfort in the era of AIMar 10A response icon458Mar 10A response icon458
InTDS ArchivebyGiuseppe FutiaOntology Reasoning in Knowledge GraphsA Python hands-on guide to understanding the principles of generating new knowledge by following logical processesNov 15, 2024A response icon6Nov 15, 2024A response icon6
InNeuMLbyDavid MezzettiGenerative Audio with txtaiLearn how txtai 7.5 supports Speech to Speech RAG and Generative AudioOct 15, 2024A response icon1Oct 15, 2024A response icon1
InTDS ArchivebyBenjamin BodnerDeep Learning vs Data Science: Who Will Win?What is more important, your data or your model?Oct 22, 2024A response icon38Oct 22, 2024A response icon38
InTDS ArchivebyNiklas LangEmbracing Uncertainty: The Power of Fuzzy Logic in Decision-MakingExploring how fuzzy logic enhances AI, systems thinking, and real-world applicationsOct 9, 2024A response icon13Oct 9, 2024A response icon13
Hugman Sangkeun JungClassification OverviewExplore essential AI classification techniques and how they solve complex problems, enhancing decision-making in tech.Apr 18, 2024Apr 18, 2024
InCodeXbyBakhtiyarsalahHow can we inject our domain knowledge to the traditional ML models? Monotonic constraintsAchieving model interpretability and adherence to domain knowledge is crucial. One way to enhance both is through the implementation of…Oct 2, 2024A response icon5Oct 2, 2024A response icon5
InNeo4j Developer BlogbyTomaz BratanicEntity Linking and Relationship Extraction With Relik in LlamaIndexBuild a knowledge graph without an LLM for your RAG applicationsAug 12, 2024A response icon7Aug 12, 2024A response icon7
InTDS ArchivebyMichal SzudejkoHow to Talk About Data and Analysis SimplySo that it is understandable and engaging to (almost) everyoneOct 8, 2024A response icon10Oct 8, 2024A response icon10
InTDS ArchivebyGiuseppe FutiaTowards Named Entity Disambiguation with Graph EmbeddingsHow to distill knowledge from biomedical text combining pre-trained language models with graph machine learningSep 25, 2024A response icon4Sep 25, 2024A response icon4
InTDS ArchivebyConor O'SullivanExplaining Anomalies with Isolation Forest and SHAPIsolation Forest is an unsupervised, tree-based anomaly detection method. See how both KernelSHAP and TreeSHAP can be used to explain its…Sep 30, 2024A response icon6Sep 30, 2024A response icon6
InAI AdvancesbyKarthik Rajan, Ph.DMicrosoft’s GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG SuperbotThis superbot app integrates GraphRAG with AutoGen agents, powered by local LLMs from Ollama, for free & offline embedding & inference.Jul 15, 2024A response icon17Jul 15, 2024A response icon17
InTDS ArchivebyRobert Martin-ShortA Visual Exploration of Semantic Text ChunkingUse embeddings and visualization tools to split text into meaningful chunksSep 19, 2024A response icon3Sep 19, 2024A response icon3
InNeuMLbyDavid MezzettiVector Search & RAG Landscape: A review with txtaiEvaluating txtai against popular open-source alternativesJul 4, 2024A response icon1Jul 4, 2024A response icon1
InNeuMLbyDavid MezzettiAI-Powered Parenting: Can AI help you communicate with your grumpy teen?A multi-agent LLM workflow to analyze common parenting situationsDec 11, 2023Dec 11, 2023
InTDS ArchivebyAlon AgmonDeep Clustering with Sparse DataA rather “shallow” and simple approach to deep clustering of highly dimensional data using Keras and manifold learning in 3 simple stepsNov 29, 2020A response icon1Nov 29, 2020A response icon1
InTDS ArchivebyMassimiliano CostacurtaText Tiling Done Right: Building Solid Foundations For Your Personal LLMHow to build a text tiling model from scratch using both semantic and lexical similarityJun 4, 2023A response icon3Jun 4, 2023A response icon3
Cobus GreylingAutomatic Prompt EngineeringAutomatic Prompt Engineering (APE) generates optimised prompts for text generation, based on three inputs; the expected input data, the…Sep 27, 2023A response icon3Sep 27, 2023A response icon3
InTDS ArchivebyLeonie MonigattiIntro to DSPy: Goodbye Prompting, Hello Programming!How the DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compilingFeb 27, 2024A response icon14Feb 27, 2024A response icon14
Kasper JungePydantic: 10 Overlooked Features You Should Be UsingPydantic, a data validation and settings management library for Python, has quickly gained popularity for its ease of use and robust…Oct 23, 2023A response icon1Oct 23, 2023A response icon1
