llmshieldr - Safety Guardrails for Large Language Model Workflows
A model-agnostic safety layer for developers building with large language model (LLM) applications. Maps starter controls to the Open Worldwide Application Security Project Top 10 for Large Language Model Applications 2025 risk categories <https://genai.owasp.org/llm-top-10/> via a modular rule engine. Supports regular-expression rules, lightweight natural language processing (NLP) intent checks, optional scanners, and semantic large language model reviewer checks on prompts, conversations, retrieved context, tool inputs and outputs, streaming chunks, and model outputs. Supports workflows with the 'Ollama' local web service <https://ollama.com/> via 'ellmer', remote reviewer endpoints, and other chat interfaces callable from 'R'. Intended as an experimental guardrail layer that teams should evaluate against their own workflows before relying on it in production.
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ai-safetyai-toolsellmergenerative-aiguardrailsllm-securityllmopsollamaoswappii-detectionpii-redactionprompt-injectionprompt-optimizationprompt-securityrag
5.60 score 2 stars 12 scripts 399 downloads
clintrialx - Connect and Work with Clinical Trials Data Sources
Are you spending too much time fetching and managing clinical trial data? Struggling with complex queries and bulk data extraction? What if you could simplify this process with just a few lines of code? Introducing 'clintrialx' - Fetch clinical trial data from sources like 'ClinicalTrials.gov' <https://clinicaltrials.gov/> and the 'Clinical Trials Transformation Initiative - Access to Aggregate Content of ClinicalTrials.gov' database <https://aact.ctti-clinicaltrials.org/>, supporting pagination and bulk downloads. Also, you can generate HTML reports based on the data obtained from the sources!
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aactbioinformaticsclinical-dataclinical-trialsclinicaltrialsgovcttidatadata-managementmedical-informaticsr-languagetrials
5.04 score 20 stars 11 scripts 322 downloadsshiny.ollama - R 'shiny' Interface for Chatting with Large Language Models Offline on Local with 'ollama'
Chat with large language models like 'deepseek-r1', 'nemotron', 'llama', 'qwen' and many more on your machine without internet with complete privacy via 'ollama', powered by R 'shiny' interface. For more information on 'ollama', visit <https://ollama.com>.
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deepseek-r1llama3llmlocal-llmoffline-firstoffline-llmollamaollama-appollama-guishinyshinyapp
5.04 score 22 stars 2 scripts 354 downloads