🎥 Once a month, we'll meet, socialize, and hear speakers present topics on unstructured data and generative AI. This event was sponsored by Zilliz.
Timeline:
03:16 - A welcome from Charles Xie, Zilliz CEO & Founder
10:43 - Speaker Jiang Chen, Advanced RAG Techniques
45:05 - Speaker Chris Rec, Knowledge Graphs in RAG with WhyHow
01:16:29 - Speaker Lucy Park, Full-stack LLM for Enterprise Use Cases
🎥 Once a month, we'll meet, socialize, and hear speakers present topics on unstructured data and generative AI. This event was sponsored by Zilliz.
Timeline:
01:17 - A welcome from Charles Xie, Zilliz CEO & Founder
05:48 - Speaker Christy Bergman, Introduction to Open Source RAG and RAG Evaluation
29:51 - Speaker Charles Packer, Introduction to Memory Augmented Chat
59:26 - Speakers Idan Gazit and Cole Bemis, Copilot Workspace: What it is, how it works, why it matters
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🎥 Playlist • Unstructured Data Meetup
🖥️ Website: www.meetup.com...
X Twitter - / milvusio
🔗 Linkedin: / zilliz
😺 GitHub: github.com/mil...
🦾 Invitation to join discord: / discord
~~~~~~~~~~~~~~ MEETUP VIDEO CONTENTS ~~~~~~~~~~~~~~
Host: Chris Churilo
LinkedIn: / chrischurilo
1. Speaker: Jiang Chen, Head of Ecosystem & AI Platform at Zilliz
Title: Advanced RAG Techniques
Abstract: While achieving a basic Retrieval Augmented Generation (RAG) is relatively straightforward, attaining superior results requires tuning and optimizing various factors, such as a careful selection of embedding models. Additionally, applying advanced techniques, such as multi-stage retrieval with rerankers, is essential. A methodology for quality evaluation is also critical to success in crafting the best strategy for your specific use case. This talk will introduce the landscape of available optimization techniques and provide advice on best practices.
Slides: www.slideshare...
2. Speaker: Chris Rec, Co-founder of WhyhowAI
Title: Knowledge Graphs in RAG with WhyHow
Abstract: WhyHow helps developers build more accurate, deterministic RAG applications using the power of knowledge graphs. Our platform simplifies and streamlines graph creation, management, and integration. In this talk we'll discuss our approach to knowledge graph creation, explore common patterns in graph RAG, and share demos of the WhyHow platform, currently in beta.
Slides: www.slideshare...
3. Speaker: Lucy Park, Co-founder & CSO at Upstage
Title: Full-stack LLM for Enterprise Use Cases
Abstract: In this talk, we will walk through how to leverage Upstage's full-stack LLM components to create RAG-based applications for enterprise customers
Slides: www.slideshare...
3 окт 2024
