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Add llm.md for Large Language Models project
This document outlines the Large Language Models As Assistants project, detailing its goals, team members, and related experimental activities.
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pages/projects/llm.md

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---
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permalink: /projects/llm.html
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layout: project
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title: Large Language Models As Assistants
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shortname: llm
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pagetype: project
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image: logos/ACTSlogo.gif
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logowidth: 30%
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blurb: Umbrella project gathering institute efforts using LLMs as asisstants.
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maturity: Development
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maturity-note:
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focus-area: as
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start-date: 2025-01-01
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team:
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- gordonwatts
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- davidlange6
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- pelmer
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- rrutaa
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---
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This is an umbrella project to collect the experimental acitivites going on in the institute around using large language models to help particle
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physicsts work. This includes coding, attending conferences, reading and comprehending papers, et.c
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* [`hep-data-llm`](https://github.com/gordonwatts/hep-data-llm) a plot agent that experiments with taking the [`adl-benchmark-index`](https://github.com/iris-hep/adl-benchmarks-index)
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questions and hint files so that a LLM will generate and run the code. Complete with
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fairly complete evaluation metrics and ~20 open source and commerical models tested. Preceeded by the [`atlas-plot-agent`](https://github.com/gordonwatts/atlas-plot-agent) project.
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* [cmspiolot](https://github.com/rrutaa/cmspilot) a plot agent that uses RAG techniques to target very small LLM's. Fellow Project
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* [azure-light-rag](https://github.com/gordonwatts/azure-light-rag) RAG designed to work with very large corpuses of text (e.g. all the European Union stratigic update, or Snowmass documents). Uses RAG techniques plus entity extraction.
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Shows all the various problems that traditional RAG shows when working with very large amounts of data. Designed to run in the cloud, and be invoked as a tool from OpenAI's chat-gpt tool.
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* [abstract-rankder](https://github.com/gordonwatts/abstract-ranker) - given a list of the users preferences will rank abstracts submitted to a conference and generate a spreadsheet
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can be used to navigate a large confernece like ICHEP or CHEP.

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