Using LlamaIndex for building Generative AI apps

The LlamaIndex demo was presented by creator Jerry J. Liu at Deep Hack, a hackathon organized by GenerativeAI community on 31 March and 1 April in Bangalore. For more details, visit https://has.gy/ULYt 0:00:00 - 0:02:07 Intro 0:02:07 - 0:03:17 Context setting 0:03:17 - 0:05:38 Paradigms for inserting knowledge 0:05:38 - 0:06:29 Challenges for in-context learning 0:06:29 - 0:10:01 About LlamaIndex 0:10:01 - 0:11:00 Data Connectors 0:11:00 - 0:12:14 Data Indices + Query Interface 0:12:14 - 0:14:23 Vector Store Index 0:14:23 - 0:15:21 List Index 0:15:21 - 0:17:08 Response Synthesis 0:17:08 - 0:20:14 Composing a graph 0:20:14 - 0:21:30 Use Case: Semantic Search 0:21:30 - 0:22:28 Use Case: Summarization 0:22:28 - 0:24:20 Use Case: Text-to-SQL 0:24:20 - 0:26:51 Use Case: Synthesis over Heterogeneous Data 0:26:51 - 0:28:12 Use Case: Compare/Contrast Queries 0:28:12 - 0:31:35 Use Case: Multi-Step Queries 0:31:35 - 0:35:33 Integration into downstream apps 0:35:33 - 0:36:12 Resources 0:36:12 - 0:38:57 Evaluation Model 0:38:57 - 0:41:49 Q/A + Conclusion