Technology RadarTechnology Radar

LlamaIndex

AIAI Tooling
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

Documentation

MOHARA should evaluate LlamaIndex for projects requiring sophisticated data integration with LLMs, particularly when building RAG applications or working with complex, structured data sources.