{"repo":"dbvis-ukon/LLMSurver","free":true,"listed":false,"github":"https://github.com/dbvis-ukon/LLMSurver","clone":"git clone https://github.com/dbvis-ukon/LLMSurver.git","description":"LLMSurver - Automatic LLM-based literature review filtering inside your browser","language":"TypeScript","stars":18,"topics":["llm","consensus-algorithm","interactive","privacy","survey","systematic-literature-review","visual-analytics","webapp"],"license":"MIT","category":"ai-agents","readme_excerpt":"LLMSurver - Automatic LLM-based literature review filtering inside your browser --- LLMSurver is an automatic structured literature review creation tool for filtering a paper corpus through a textual description using multiple LLMs for consensus voting, while running entirely in your browser. The key features are: Fast : Reduces filtering time for academic corpora from weeks to minutes Accurate : A multi-LLM consensus scheme can achieve recall rates 98.8%, often better than humans Interactive : Interactively refine your research direction, using prompt refinement, resampling, and different LLM agents Easy : Try it out directly in your browser, no installation needed Flexible : Supports any OpenAI-compatible LLM endpoints, enabling you to use both commercial as well as locally-run LLMs Privacy : LLMsurver is entirely browser-based, the paper corpus is only provided to LLMs that you supply and control estimation based on ablation studies in our research paper, see below. Try it out online LLMSurver is available as a web app at https://llmsurver.dbvis.de. Your data remains fully local and within your browser (except for the LLM calls that are directed to your supplied, personal LLM endpoints). Note : You require OpenAI-compatible endpoint(s) (i.e. either a public endpoint with auth secret, e.g. OpenAI , Gemini , Claude , ... or a locally running LLM server like Ollama , LMStudio , ...). Citing this Work This work is part of a research prototype for evaluating the potential of LL","default_branch":null,"files":null,"tree":[],"storefront":"/r/dbvis-ukon","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/dbvis-ukon/LLMSurver/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}