Discover LlamaIndex Video Series#
If you like learning from videos, now's a good time to check out our "Discover LlamaIndex" series. If not, we recommend heading on to our Understanding LlamaIndex tutorial.
Bottoms-Up Development (Llama Docs Bot)#
This is a sub-series within Discover LlamaIndex that shows you how to build a document chatbot from scratch.
We show you how to do this in a "bottoms-up" fashion - start by using the LLMs, and data objects as independent modules. Then gradually add higher-level abstractions like indexing, and advanced retrievers/rerankers.
Full Repo [Part 1] LLMs and Prompts [Part 2] Documents and Metadata [Part 3] Evaluation [Part 4] Embeddings [Part 5] Retrievers and Postprocessors
SubQuestionQueryEngine + 10K Analysis#
This video covers the SubQuestionQueryEngine and how it can be applied to financial documents to help decompose complex queries into multiple sub-questions.
Discord Document Management#
This video covers managing documents from a source that is constantly updating (i.e. Discord) and how you can avoid document duplication and save embedding tokens.
Notebook and Supplementary Material
Joint Text to SQL and Semantic Search#
This video covers the tools built into LlamaIndex for combining SQL and semantic search into a single unified query interface.