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Jerry Liu

Co-founder and CEO of LlamaIndex, a company building tools for Retrieval-Augmented Generation (RAG).

Top 10 podcasts with Jerry Liu

Ranked by the Snipd community
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131 snips
Oct 5, 2023 • 1h 8min

RAG Is A Hack - with Jerry Liu from LlamaIndex

Jerry Liu, Creator of LlamaIndex, discusses the origin of LlamaIndex and its role in the RAG wave. They delve into the challenges of working with large amounts of data and how LlamaIndex can summarize, link, and reason about data. The podcast also explores fundraising, growth, fine-tuning algorithms, and the customizable components of Laman Dux.
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77 snips
May 8, 2023 • 41min

AI Agents and Data Integration with GPT and LLaMa with Jerry Liu - #628

Today we’re joined by Jerry Liu, co-founder and CEO of Llama Index. In our conversation with Jerry, we explore the creation of Llama Index, a centralized interface to connect your external data with the latest large language models. We discuss the challenges of adding private data to language models and how Llama Index connects the two for better decision-making. We discuss the role of agents in automation, the evolution of the agent abstraction space, and the difficulties of optimizing queries over large amounts of complex data. We also discuss a range of topics from combining summarization and semantic search, to automating reasoning, to improving language model results by exploiting relationships between nodes in data. The complete show notes for this episode can be found at twimlai.com/go/628.
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35 snips
May 23, 2023 • 45min

Data augmentation with LlamaIndex

Large Language Models (LLMs) continue to amaze us with their capabilities. However, the utilization of LLMs in production AI applications requires the integration of private data. Join us as we have a captivating conversation with Jerry Liu from LlamaIndex, where he provides valuable insights into the process of data ingestion, indexing, and query specifically tailored for LLM applications. Delving into the topic, we uncover different query patterns and venture beyond the realm of vector databases. Join the discussionChangelog++ members save 1 minute on this episode because they made the ads disappear. Join today!Sponsors:Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs. Typesense – Lightning fast, globally distributed Search-as-a-Service that runs in memory. You literally can’t get any faster! Featuring:Jerry Liu – Twitter, GitHubChris Benson – Twitter, GitHub, LinkedIn, WebsiteDaniel Whitenack – Twitter, GitHub, WebsiteShow Notes: LlamaIndex Docs LlamaHub LlamaIndex Blog Something missing or broken? PRs welcome!
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24 snips
Jun 21, 2023 • 49min

Jerry Liu - Building LlamaIndex, the Data Framework for LLMs

Jerry Liu is the co-founder and creator of LlamaIndex (formerly known as GPT-Index), an interface that allows users to connect their data to LLM’s such as Chat-GPT. He has a B.S. in Computer Science from Princeton and has worked at companies such as Quora, Uber, and Robust Intelligence prior to starting LlamaIndex. Host: David Wu Twitter: @davidjhwu Audio Producer: Aaron Schumacher LinkedIn: Aaron Schumacher  Video Editor + Art: Saurin Kantesaria Instagram: saorange314 Social Media: Nikhil Kapur Time Stamps: 01:25 The path to starting LlamaIndex + initial ideas 07:09 LLMs like Chat-GPT vs traditional machine learning 10:00 4 steps of traditional machine learning 10:45 How do large LLMs change the game? 14:11 How does LlamaIndex help LLMs work with unstructured data? 18:08 How do you work with gigabytes of private data? 19:57 Organizing words and paragraphs by topic with embeddings 24:55 The importance of structuring data 26:00 3 key abstractions in LlamaIndex 29:25 Medical use cases for LlamaIndex 31:29 Increasing efficiency in medicine 33:25 An AI medical Research Assistant (Insight) 34:31 Other methods of connecting LLMs to data 36:55 What is langchain? 39:56 What work in the AI and LLM space excites you the most? 42:23 Do you ever feel scared about the developments of AI? 43:45 Llamas and Machine Learning 45:36 What do you think the future of AI in medicine will look like in 10-20 years? 47:24 What advice would you give to grad students, med students, and other early career professionals getting into AI and medicine?
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22 snips
Jan 1, 2024 • 43min

LlamaIndex and More: Building LLM Tech with Jerry Liu

Jerry Liu, Building LLM Tech, talks about Llama Index's mission in AI innovation challenges, effective communication with systems using Remix framework, tech tools for workflow efficiency, and Neo4j 5.15 updates in the graph community.
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10 snips
Jan 4, 2024 • 58min

Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex

Jerry Liu, CEO of LlamaIndex, discusses the integration of diverse data formats with AI technologies, addressing challenges in data retrieval, analysis, and conversational memory. They explore topics such as Retrieval Augmented Generation (RAG), vector databases, AI model hallucinations, text extraction applications, and the role of LlamaIndex in the rapidly evolving field of AI-driven systems.
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10 snips
Dec 18, 2023 • 59min

Jerry Liu on the Future of AI: LlamaIndex, LLMs, RAG, Prompting and more ! What's AI Podcast Episode 25

Jerry Liu, Co-founder and CEO of LlamaIndex, shares insights on Retrieval Augmented Generation (RAG) and LLMs in this podcast. They discuss the importance of good communication and documentation, the business aspects of LLM solutions, and the comparison of LlamaIndex with other tools. They also delve into the deep dive of RAG, the debate between RAG and fine-tuning, the importance of chunking size in RAG systems, and the relevance of prompt engineering in LLM development. The podcast concludes with a discussion on personal usage of AI tools and coding assistants.
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5 snips
Feb 22, 2023 • 52min

GPT Index and Weaviate with Jerry Liu and Bob van Luijt - Weaviate Podcast #37

Hey everyone! Thank you so much for watching the 37th episode of the Weaviate podcast! This episode discusses some of the ideas behind GPT Index. GPT Index presents really exciting ideas about how we use LLMs to index our data and then traverse these data structures. We began the podcast by discussing the origins of the tool and the ideas behind the Tree Index. We then discussed generalizing these trees to graphs and whether we are headed to the Knowledge Graph 2.0. Another really interesting topic we covered is the inference cost of building and traversing LLM indices like this! I really hope you enjoy this podcast I think these are some of the most cutting edge ideas in AI and Search! Check out GPT Index (now LlamaIndex here - https://gpt-index.readthedocs.io/en/l...) Chapters 0:00 Introduction 0:18 Origin Story of GPT Index 2:22 GPT Tree Index 5:53 Search Examples - Podcast Clips 11:22 Knowledge Graph 2.0? 16:05 LLM Writing Data to DB 20:18 Weaviate Classes and Index Hierarchy 23:53 Subindices vs. Tool Use 28:50 Inference Requirements for GPT Index 35:53 Design of GPT Index 37:40 Impact of Cheaper LLMs for this 40:02 Name Change for GPT Index? 42:04 Llama Hub 45:07 Relationship in Software Stack 48:15 Extension to Multimodal, e.g. Vision-Language
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Aug 25, 2023 • 43min

Bring Your Own Data to LLMs (W/ Jerry Liu of LlamaIndex)

Jerry Liu, CEO and co-founder of LlamaIndex, discusses how companies are bringing their data to tailor large language models (LLMs) for their needs. Topics include working on LLMs versus autonomous systems, skill set and data preparation for LOMs, using databases for storing embeddings, capabilities of LMs in analyzing user questions, and exploring agents and specialized microservices in analytics engineering.
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Apr 1, 2024 • 50min

Workflows & Tooling to Create Trusted AI | Ask More of AI with Clara Shih

Clara Shih hosts founders/CEOs Aravind Srinivas, Jerry Liu, and Harrison Chase discussing AI tooling, tracking daily query counts, Langchain's connection to external data sources, Llama Index's private data applications, RAG vs. fine-tuning models, challenges in AI model responses, human contractors for model performance, future of education in AI era.