You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
blurb: Umbrella project gathering institute efforts using LLMs as asisstants.
10
+
maturity: Development
11
+
maturity-note:
12
+
focus-area: as
13
+
start-date: 2025-01-01
14
+
team:
15
+
- gordonwatts
16
+
- davidlange6
17
+
- pelmer
18
+
- rrutaa
19
+
---
20
+
21
+
This is an umbrella project to collect the experimental acitivites going on in the institute around using large language models to help particle
22
+
physicsts work. This includes coding, attending conferences, reading and comprehending papers, et.c
23
+
24
+
*[`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)
25
+
questions and hint files so that a LLM will generate and run the code. Complete with
26
+
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.
27
+
*[cmspiolot](https://github.com/rrutaa/cmspilot) a plot agent that uses RAG techniques to target very small LLM's. Fellow Project
28
+
*[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.
29
+
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.
30
+
*[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
31
+
can be used to navigate a large confernece like ICHEP or CHEP.
0 commit comments