Retrieval Augmented Generation
This week we will be talking about Retrieval Augmented Generation – also known as RAG. The basic premise is to use an existing LLM to generate content based on an […]
Loading view.
Vector Store with ChromaDB
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALContinuing our discussion about Retrieval Augmented Generation (RAG), this week we will incorporate ChromaDB as the storage and query mechanism for the embeddings. Our initial SpaceApps submission held all of the […]
Document Chunks with LLM Sherpa
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALContinuing our discussion about Retrieval Augmented Generation (RAG), this week we will incorporate LLM Sherpa to provide chunks of text from PDF documents that have been retrieved from the NASA archive. […]
Choosing an Embedding Model
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALWe have Josh Phillips presenting this week, so you don’t want to miss this! Join us as we explore the crucial task of selecting optimal embedding models to enhance AI […]
2024 SBIR Topics Round 2
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALSBIR/STTR Topics The second round of SBIR Topics for DoD were released last week. As usual, we will go through any that are labeled as Machine Learning or Artificial Intelligence […]
Deep Dive with Llama-Cpp-Python
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALThis week we will take another look at llama-ccp, this time using the python wrapper available in llama-cpp-python. This library can be installed and imported directly, or run as a […]
OpenAI API
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALThis week we will cover the use of the OpenAI API with both llama-cpp-python and OpenAI itself. After this session, you will have a solid understanding of how to use […]
Summer Social
Stovehouse 3414 Governors Dr SW, Huntsville, ALWe are going to take a break from the formal sessions this week to get together at Stovehouse and hang out for a bit. This is a great opportunity to […]
Law and AI
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALThis week we have Andrew Tuggle from Womble Bond Dickinson (US) LLP joining us to talk about Law and AI. He has been involved in our meetups for years and always has an […]
Vector Storage with Weaviate
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALWe’re going to add in a new topic to the NASA RAG series this week, so check below for some rearranging of the schedule. As always, if there is something […]
RAG Prompt Engineering
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALIf you have ever tried to prompt an LLM to give you what you want, you have probably run into some frustrating challenges. This frustration can range from trying to […]
Private RAG Deployment & Cost
HudsonAlpha 601 Genome Way Northwest, Huntsville, ALWe have been covering a series this year based on how a RAG works, and how to build one. Now it’s time to look at what it will cost to […]