LlamaIndex Webinar: Finetuning + RAG

LlamaIndex · Intermediate ·📰 AI News & Updates ·2y ago

Key Takeaways

Discusses finetuning and RAG with industry experts

Original Description

​With the release of OpenAI's new finetuning endpoints, it's worth asking the general question: how do I best use finetuning with my LLM app, especially if I'm building RAG systems? (search, chatbots, and more). ​We're excited to host Jo Bergum, distinguished engineer at Vespa, as well as Shishir Patil, PhD student at Berkeley and author of Gorilla, to discuss this. ​We'll talk about some how to plug in different aspects of finetuning to optimize your RAG system: Timeline: 0:00: Opening presentation from Tenzin/Ali on their winning hackathon project at the Augment hackathon 8:00: Shishir (Berkeley) on finetuning + Gorilla 16:00: Jo (Vespa) on LLMs + synthetic queries 24:00: Panel with Shishir/Jo on RAG + finetuning
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from LlamaIndex · LlamaIndex · 25 of 60

1 LlamaIndex Virtual Meetup (May 4th, 2023)
LlamaIndex Virtual Meetup (May 4th, 2023)
LlamaIndex
2 LlamaIndex + MongoDB Workshop/Fireside Chat
LlamaIndex + MongoDB Workshop/Fireside Chat
LlamaIndex
3 Discover LlamaIndex: Ask Complex Queries over Multiple Documents
Discover LlamaIndex: Ask Complex Queries over Multiple Documents
LlamaIndex
4 Discover LlamaIndex: Document Management
Discover LlamaIndex: Document Management
LlamaIndex
5 Discover LlamaIndex: Joint Text to SQL and Semantic Search
Discover LlamaIndex: Joint Text to SQL and Semantic Search
LlamaIndex
6 Discover LlamaIndex: JSON Query Engine
Discover LlamaIndex: JSON Query Engine
LlamaIndex
7 LlamaIndex Webinar: Active Retrieval Augmented Generation
LlamaIndex Webinar: Active Retrieval Augmented Generation
LlamaIndex
8 LlamaIndex Webinar: Demonstrate-Search-Predict (DSP) with Omar Khattab
LlamaIndex Webinar: Demonstrate-Search-Predict (DSP) with Omar Khattab
LlamaIndex
9 LlamaIndex Sessions: Practical challenges of building a Legal Chatbot over your PDFs
LlamaIndex Sessions: Practical challenges of building a Legal Chatbot over your PDFs
LlamaIndex
10 LlamaIndex Webinar: Graph Databases, Knowledge Graphs, and RAG with Wey (NebulaGraph)
LlamaIndex Webinar: Graph Databases, Knowledge Graphs, and RAG with Wey (NebulaGraph)
LlamaIndex
11 LlamaIndex Webinar: Community Project Showcase (07/07/2023)
LlamaIndex Webinar: Community Project Showcase (07/07/2023)
LlamaIndex
12 LlamaIndex Webinar: LLMs for Investment Research (with Didier Lopes, co-founder/CEO at OpenBB)
LlamaIndex Webinar: LLMs for Investment Research (with Didier Lopes, co-founder/CEO at OpenBB)
LlamaIndex
13 Discover LlamaIndex: Bottoms-Up Development With LLMs (Part 1, LLMs and Prompts)
Discover LlamaIndex: Bottoms-Up Development With LLMs (Part 1, LLMs and Prompts)
LlamaIndex
14 Discover LlamaIndex: Bottoms-Up Development With LLMs (Part 2, Documents and Metadata)
Discover LlamaIndex: Bottoms-Up Development With LLMs (Part 2, Documents and Metadata)
LlamaIndex
15 Discover LlamaIndex: Key Components to build QA Systems
Discover LlamaIndex: Key Components to build QA Systems
LlamaIndex
16 Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 3, Evaluation)
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 3, Evaluation)
LlamaIndex
17 LlamaIndex Webinar: From Prompt to Schema Engineering with Pydantic  (with @jxnlco)
LlamaIndex Webinar: From Prompt to Schema Engineering with Pydantic (with @jxnlco)
LlamaIndex
18 Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 4, Embeddings)
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 4, Embeddings)
LlamaIndex
19 Discover LlamaIndex: Custom Retrievers + Hybrid Search
Discover LlamaIndex: Custom Retrievers + Hybrid Search
LlamaIndex
20 LlamaIndex Webinar: Document Metadata and Local Models for Better, Faster Retrieval
LlamaIndex Webinar: Document Metadata and Local Models for Better, Faster Retrieval
LlamaIndex
21 LlamaIndex Webinar: Build Personalized AI Characters with RealChar
LlamaIndex Webinar: Build Personalized AI Characters with RealChar
LlamaIndex
22 LlamaIndex Webinar: Make RAG Production-Ready
LlamaIndex Webinar: Make RAG Production-Ready
LlamaIndex
23 LlamaIndex Workshop: Building RAG with Knowledge Graphs
LlamaIndex Workshop: Building RAG with Knowledge Graphs
LlamaIndex
24 Discover LlamaIndex: Introduction to Data Agents for Developers
Discover LlamaIndex: Introduction to Data Agents for Developers
LlamaIndex
LlamaIndex Webinar: Finetuning + RAG
LlamaIndex Webinar: Finetuning + RAG
LlamaIndex
26 Discover LlamaIndex: SEC Insights, End-to-End Guide
Discover LlamaIndex: SEC Insights, End-to-End Guide
LlamaIndex
27 Discover LlamaIndex: Custom Tools for Data Agents
Discover LlamaIndex: Custom Tools for Data Agents
LlamaIndex
28 LlamaIndex Sessions: Building a Lending Criteria Chatbot in Production
LlamaIndex Sessions: Building a Lending Criteria Chatbot in Production
LlamaIndex
29 Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 5, Retrievers + Node Postprocessors)
Discover LlamaIndex: Bottoms-Up Development with LLMs (Part 5, Retrievers + Node Postprocessors)
LlamaIndex
30 LlamaIndex Webinar: How to Win a LLM Hackathon
LlamaIndex Webinar: How to Win a LLM Hackathon
LlamaIndex
31 LlamaIndex Webinar: LLM Challenges in Production (w/ Mayo Oshin, AI Jason, Dylan from Starmorph)
LlamaIndex Webinar: LLM Challenges in Production (w/ Mayo Oshin, AI Jason, Dylan from Starmorph)
LlamaIndex
32 LlamaIndex Webinar: Agents Showcase!
LlamaIndex Webinar: Agents Showcase!
LlamaIndex
33 LlamaIndex Webinar: Learn about DSPy
LlamaIndex Webinar: Learn about DSPy
LlamaIndex
34 LlamaIndex Webinar: Time-based retrieval for RAG (with Timescale)
LlamaIndex Webinar: Time-based retrieval for RAG (with Timescale)
LlamaIndex
35 LlamaIndex Webinar: Build/Break/Test LLM Apps Showcase (co-hosted with TrueEra, Pinecone)
LlamaIndex Webinar: Build/Break/Test LLM Apps Showcase (co-hosted with TrueEra, Pinecone)
LlamaIndex
36 LlamaIndex Workshop: Evaluation-Driven Development (EDD)
LlamaIndex Workshop: Evaluation-Driven Development (EDD)
LlamaIndex
37 LlamaIndex Webinar: Building LLM Apps for Production, Part 1 (co-hosted with Anyscale)
LlamaIndex Webinar: Building LLM Apps for Production, Part 1 (co-hosted with Anyscale)
LlamaIndex
38 LlamaIndex Webinar: Learn about Fine-tuning + RAG (w/ Victoria Lin, author of RA-DIT)
LlamaIndex Webinar: Learn about Fine-tuning + RAG (w/ Victoria Lin, author of RA-DIT)
LlamaIndex
39 LlamaIndex Webinar: What's next for AI after OpenAI Dev Day?
LlamaIndex Webinar: What's next for AI after OpenAI Dev Day?
LlamaIndex
40 Introducing create-llama
Introducing create-llama
LlamaIndex
41 LlamaIndex Webinar: PrivateGPT - Production RAG with Local Models
LlamaIndex Webinar: PrivateGPT - Production RAG with Local Models
LlamaIndex
42 Multi-modal Retrieval Augmented Generation with LlamaIndex
Multi-modal Retrieval Augmented Generation with LlamaIndex
LlamaIndex
43 LlamaIndex Webinar: LLaVa Deep Dive
LlamaIndex Webinar: LLaVa Deep Dive
LlamaIndex
44 A deep dive into Retrieval-Augmented Generation with Llamaindex
A deep dive into Retrieval-Augmented Generation with Llamaindex
LlamaIndex
45 LlamaIndex Workshop: Multimodal + Advanced RAG Workhop with Gemini
LlamaIndex Workshop: Multimodal + Advanced RAG Workhop with Gemini
LlamaIndex
46 LlamaIndex Webinar: Efficient Parallel Function Calling Agents with LLMCompiler
LlamaIndex Webinar: Efficient Parallel Function Calling Agents with LLMCompiler
LlamaIndex
47 Introduction to Query Pipelines (Building Advanced RAG, Part 1)
Introduction to Query Pipelines (Building Advanced RAG, Part 1)
LlamaIndex
48 LLMs for Advanced Question-Answering over Tabular/CSV/SQL Data (Building Advanced RAG, Part 2)
LLMs for Advanced Question-Answering over Tabular/CSV/SQL Data (Building Advanced RAG, Part 2)
LlamaIndex
49 LlamaIndex Webinar: Advanced Tabular Data Understanding with LLMs
LlamaIndex Webinar: Advanced Tabular Data Understanding with LLMs
LlamaIndex
50 Ollama X LlamaIndex Multi-Modal
Ollama X LlamaIndex Multi-Modal
LlamaIndex
51 Build Agents from Scratch (Building Advanced RAG, Part 3)
Build Agents from Scratch (Building Advanced RAG, Part 3)
LlamaIndex
52 LlamaIndex Webinar: Build No-Code RAG with Flowise
LlamaIndex Webinar: Build No-Code RAG with Flowise
LlamaIndex
53 LlamaIndex Sessions: Practical Tips and Tricks for Productionizing RAG (feat. Sisil @ Jasper)
LlamaIndex Sessions: Practical Tips and Tricks for Productionizing RAG (feat. Sisil @ Jasper)
LlamaIndex
54 Introduction to LlamaIndex v0.10
Introduction to LlamaIndex v0.10
LlamaIndex
55 Build SELF-DISCOVER from Scratch with LlamaIndex
Build SELF-DISCOVER from Scratch with LlamaIndex
LlamaIndex
56 Introducing LlamaCloud (and LlamaParse)
Introducing LlamaCloud (and LlamaParse)
LlamaIndex
57 LlamaIndex Sessions: 12 RAG Pain Points and Solutions
LlamaIndex Sessions: 12 RAG Pain Points and Solutions
LlamaIndex
58 LlamaIndex Webinar: RAG Beyond Basic Chatbots
LlamaIndex Webinar: RAG Beyond Basic Chatbots
LlamaIndex
59 A Comprehensive Cookbook for Claude 3
A Comprehensive Cookbook for Claude 3
LlamaIndex
60 LlamaIndex Webinar: RAPTOR - Tree-Structured Indexing and Retrieval
LlamaIndex Webinar: RAPTOR - Tree-Structured Indexing and Retrieval
LlamaIndex

Related AI Lessons

AI - Understanding it the modern way
Learn how AI is integrated into daily life and its modern applications
Dev.to · Riturathin Sharma
The AI Approval Gate: What Anthropic’s Mythos 5 Decision Means for Your Business
Understand the implications of Anthropic's Mythos 5 decision on AI approval and usage for businesses
Medium · Cybersecurity
The AI Moat Paradox: The Better Models Become, the Less Models Matter
The AI moat paradox suggests that as AI models improve, their importance may decrease, and understanding this concept is crucial for AI professionals and businesses.
Medium · AI
170,927 AI Papers Reveal the Biggest Research Shifts of the First Half of 2026
Discover the biggest AI research shifts of 2026 based on 170,927 papers, and learn how to apply these trends to your work
Medium · Machine Learning
Up next
Man dies after horror Gold Coast house fire; high-speed Sydney motorway pursuit | 9 News Australia
9 News Australia
Watch →