GPT Index

GPT Index is a project that features a set of data structures created to help make large external knowledge bases easier to use with LLMs (Language and Learning Models). This index gives the following advantages:

• Removes the worry of size limitations for prompts.
• Abstracts common usage patterns to reduce the number of lines of code needed for your LLM application.
• Provides data connectors for popular data sources (Google Docs, Slack, etc.).
• Provides cost transparency and tools that reduce costs while increasing performance.

Each data structure offers distinct uses and several customizable parameters. These indices can be queried in a general way to complete any task you would usually achieve with an LLM:

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