SHERPA - Open Source Project Update, 2023-09-29

Channel:
Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
Subscribers:
22,300
Published on ● Video Link: https://www.youtube.com/watch?v=HIgnFQTBwL0


Category:
Vlog
Duration: 24:04
169 views
1

Amir provides an update on Sherpa, a tool that aims to revolutionize knowledge management by creating an oracle that collaborates with humans. Sherpa acts as an oracle that coordinates and orchestrates knowledge-intensive work, facilitating collaboration and enhancing efficiency and effectiveness.

Topics:
-------
Sherpa
* Sherpa is a tool that aims to revolutionize knowledge management
* Sherpa acts as an oracle that collaborates with humans
* Sherpa facilitates collaboration and enhances efficiency and effectiveness
Utilizing Resources for KnowledgeOps
* Knowledge management involves utilizing externalized knowledge sources as well as tacit knowledge of experts
* The goal is to leverage these resources effectively to achieve better outcomes
* Close collaboration between humans and machines is required for optimal results
* Large language models possess language skills, formal language abilities, and (basic) reasoning skills
Capabilities and Functionalities of Sherpa
* Sherpa aggregates information from various sources and provides connectors to different tools
* Sherpa assists and coordinates a group of people in completing complex tasks
* Sherpa is an open-source project with potential for commercial partnerships
Challenges and Applications of Sherpa
* Challenges that are being addressed include robustness, evaluation, and creating evaluation sets
* Potential applications of Sherpa include research intensive workflows like writing sales proposals, research reports, and other complex business documents
* Discussions include integration possibilities, data sources, user experience, multimodal capabilities, and managing context and memory



Other Videos By LLMs Explained - Aggregate Intellect - AI.SCIENCE


2024-03-07How do you Force an LLM to Keep Track of the Assumptions a Document Makes?
2024-03-06How to Annotate Data for LLM Applications
2024-03-05What is the Role of Data Quality and Diversity in LLM Systems?
2023-12-16Testing Strategies for LLMs - SHERPA - Open Source Project Update, 2023-12-08
2023-12-16Evaluating Job Exposure to Large Language Models
2023-12-16Empirical Rigor in ML
2023-12-16Evaluation of Multimodal RAG Systems using the LlamaIndex
2023-12-16Intro to Language Model Operations (LLM-Ops)
2023-12-16Normie Tools for Validating LLM Outputs
2023-12-16Automatic Evaluation of Dialogue Systems using LLMs
2023-10-27SHERPA - Open Source Project Update, 2023-09-29
2023-10-27Eliciting Business Insights at Scale with Conversational AI
2023-10-27Challenges and Solutions for LLMs in Production
2023-10-27Practical Applications, Impact, and ROI of Generative AI
2023-10-27Role of Human Factors in Adoption of Generative AI in Life Sciences
2023-10-27Constructing Synthetic Datasets using LLMs
2023-10-27LLMs, Gen AI and Stakeholder Buy-in
2023-10-19Council: A Framework for Developing Generative AI Applications
2023-10-19LLM Pitch Session - Technical Customer Experience and Effective Communication
2023-10-19LLMs for Security Compliance Assessment
2023-10-19Forecasting Systems and Disruption with Transformers


Tags:
deep learning
machine learning