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LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls

The default assumption in most LLM developer communities is that you start with raw API...

LLM or Human? Perceptions of Trust and Information Quality in Research Summaries

arXiv:2601.15556v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly used to generate and...

LLM one-shot style transfer for Authorship Attribution and Verification

arXiv:2510.13302v1 Announce Type: new Abstract: Computational stylometry analyzes writing style through quantitative patterns in text...

LLM Observability Tools for Reliable AI Applications

Large language models (LLMs) now power everything from customer service bots to autonomous coding agents...

LLM Evaluation Frameworks Compared: How to Actually Measure What Your Model Does

In this article, you will learn how to evaluate LLM applications using the three dominant...

LLM Embeddings vs TF-IDF vs Bag-of-Words: Which Works Better in Scikit-learn?

Machine learning models built with frameworks like scikit-learn can accommodate unstructured data like text, as...

LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation

arXiv:2603.12522v1 Announce Type: new Abstract: As large language models (LLMs) are deployed widely, detecting and...

LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphs

arXiv:2603.14937v3 Announce Type: replace-cross Abstract: Text-rich graphs, which integrate complex structural dependencies with abundant textual...

LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation

arXiv:2603.09403v1 Announce Type: new Abstract: Validating evaluation metrics for NLG typically relies on expensive and...

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning

arXiv:2507.08496v1 Announce Type: new Abstract: While large language models (LLMs) have advanced procedural planning for...

LlamaIndex Releases LiteParse: A CLI and TypeScript-Native Library for Spatial PDF Parsing in AI Agent Workflows

In the current landscape of Retrieval-Augmented Generation (RAG), the primary bottleneck for developers is no...

LlamaIndex ‘legal-kb’: Agentic Retrieval over Index v2 with retrieve, find, read, and grep Tools

LlamaIndex has published legal-kb, a public reference application on GitHub. It is described as a...

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