GPT Index is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs. GPT Index helps to provide the following advantages:

• Remove concerns over prompt size limitations.
• Abstract common usage patterns to reduce boilerplate code in your LLM app.
• Provide data connectors to your common data sources (Google Docs, Slack, etc.).
• Provide cost transparency + tools that reduce cost while increasing performance.

Each data structure offers distinct use cases and a variety of customizable parameters. These indices can then be queried in a general purpose manner, in order to achieve any task that you would typically achieve with an LLM:

• Question-Answering
• Summarization
• Text Generation (Stories, TODO's, emails, etc.)
• and more!