LlamaIndex: The Data Framework for LLM Applications
LlamaIndex (formerly GPT Index) is a data framework for building LLM applications. It excels at:
- Data Ingestion: Connect to 100+ data sources
- Data Indexing: Structure data for optimal retrieval
- Query Interface: Natural language access to your data
- RAG: Retrieval-Augmented Generation made simple
Why Use LlamaIndex?
| Challenge | LlamaIndex Solution |
|---|---|
| LLMs have knowledge cutoff | Connect to your own data |
| Context window limits | Smart retrieval of relevant chunks |
| Hallucinations | Ground responses in your data |
| Complex data pipelines | Simple, composable abstractions |