Assess
LlamaIndex (formerly GPT Index) is a data framework for building LLM applications. It specializes in connecting custom data sources to LLMs, providing tools for data ingestion, structuring, and retrieval to enable more accurate and context-aware AI applications.
Key Capabilities:
- Advanced RAG (Retrieval Augmented Generation)
- Flexible data connectors for various sources
- Intelligent chunking and embedding strategies
- Query engines for different use cases
- Built-in evaluation frameworks
- Multi-modal data support
- Streaming capabilities
- Integration with popular LLM providers
MOHARA should evaluate LlamaIndex for projects requiring sophisticated data integration with LLMs, particularly when building RAG applications or working with complex, structured data sources.