Methods to Join LlamaIndex with Personal LLM API Deployments | by Peng Qian | Nov, 2024

When your enterprise doesn’t use public fashions like OpenAI

How to Connect LlamaIndex with Private LLM API Deployments.
Methods to Join LlamaIndex with Personal LLM API Deployments. Picture by Creator

Beginning with LlamaIndex is a superb selection when constructing an RAG pipeline. Often, you want an OpenAI API key to observe the various tutorials accessible.

Nonetheless, you would possibly face these conditions:

  • Your organization can solely use privately deployed fashions as a consequence of compliance.
  • You’re utilizing a mannequin fine-tuned by your information science crew.
  • Authorized restrictions stop your organization’s non-public information from leaving the nation.
  • Different causes that require utilizing privately deployed fashions.

When constructing enterprise AI purposes, you possibly can’t use OpenAI or different cloud suppliers’ LLM companies.

This results in a irritating first step: How do I join my LlamaIndex code to my firm’s non-public API service?

To avoid wasting your time, for those who simply want the answer, set up this extension:

pip set up -U llama-index-llms-openai-like

This may clear up your drawback.

If you wish to perceive why, let’s proceed.