diff --git a/docs/gallery.rst b/docs/gallery.rst
index b3395b91b5c..8eae3eedab1 100644
--- a/docs/gallery.rst
+++ b/docs/gallery.rst
@@ -158,14 +158,14 @@ Open Source
 
     ---
 
-    .. link-button:: https://github.com/jerryjliu/gpt_index
+    .. link-button:: https://github.com/jerryjliu/llama_index
         :type: url
-        :text: GPT Index
+        :text: LlamaIndex
         :classes: stretched-link btn-lg
     
     +++
 
-    GPT Index is a project consisting of a set of data structures that are created using GPT-3 and can be traversed using GPT-3 in order to answer queries.
+    LlamaIndex (formerly GPT Index) is a project consisting of a set of data structures that are created using GPT-3 and can be traversed using GPT-3 in order to answer queries.
 
     ---
 
diff --git a/docs/modules/indexes.rst b/docs/modules/indexes.rst
index eb44c8e8160..1dca01862e7 100644
--- a/docs/modules/indexes.rst
+++ b/docs/modules/indexes.rst
@@ -4,7 +4,7 @@ Indexes
 Indexes refer to ways to structure documents so that LLMs can best interact with them.
 This module contains utility functions for working with documents, different types of indexes, and then examples for using those indexes in chains.
 LangChain provides common indices for working with data (most prominently support for vector databases).
-For more complicated index structures, it is worth checking out `GPTIndex <https://gpt-index.readthedocs.io/en/latest/index.html>`_.
+For more complicated index structures, it is worth checking out `LlamaIndex <https://gpt-index.readthedocs.io/en/latest/index.html>`_.
 
 The following sections of documentation are provided:
 
diff --git a/docs/use_cases/combine_docs.md b/docs/use_cases/combine_docs.md
index df74d5ccd19..604c34d848d 100644
--- a/docs/use_cases/combine_docs.md
+++ b/docs/use_cases/combine_docs.md
@@ -76,7 +76,7 @@ Examples of vector database companies include [Pinecone](https://www.pinecone.io
 
 Although this is perhaps the most common way of document retrieval, people are starting to think about alternative
 data structures and indexing techniques specifically for working with language models. For a leading example of this,
-check out [GPT Index](https://github.com/jerryjliu/gpt_index) - a collection of data structures created by and optimized
+check out [LlamaIndex](https://github.com/jerryjliu/llama_index) - a collection of data structures created by and optimized
 for language models.
 
 ## Augmenting