# Llama Index

- Page: https://shared.btbytes.com/p/llamaindex
- Date: 2023-11-20
- Tags: llm

[LlamaIndex](https://www.llamaindex.ai/) is a flexible framework that enables LLM applications to ingest, structure, access, and retrieve private data sources. The end result is that your model's responses will be more relevant and context-specific.

Tools: Data Ingestion, Data Indexing and Query Interface

**Data Ingestion** from existing data soruces and data formats - PDF, Docs, SQL to use with a LLM.

**Data Indexing** Store and index your data for different use cases. Integrate with downstream vector store and database providers.

**Query Interface** accepts any input prompt over your data and returns a knowledge-augmented response.

Kinds of Applications that can be built with LlamaIndex:

1. Documents Q&A
2. Data Augmented chatbots
3. Knowledge Agents
4. Structured analytics -- Query structured data with natural language

Related:

* [Llama Hub](https://llamahub.ai/) - Connect custom data sources to your LLM with one or more of these plugins (via LlamaIndex or LangChain)
* [run-llama/llama-lab (github.com)](https://github.com/run-llama/llama-lab) -- playground to build projects using LlamaIndex.