diff --git a/README.md b/README.md
index d7456009a..ee4726dfe 100644
--- a/README.md
+++ b/README.md
@@ -222,10 +222,9 @@ The following applications are powered by txtai.
 
 | Application  | Description  |
 |:------------ |:-------------|
-| [txtchat](https://github.com/neuml/txtchat) | Retrieval Augmented Generation (RAG) powered search |
+| [rag](https://github.com/neuml/rag) | Retrieval Augmented Generation (RAG) application |
 | [paperai](https://github.com/neuml/paperai) | Semantic search and workflows for medical/scientific papers |
-| [codequestion](https://github.com/neuml/codequestion) | Semantic search for developers |
-| [tldrstory](https://github.com/neuml/tldrstory) | Semantic search for headlines and story text |
+| [annotateai](https://github.com/neuml/annotateai) | Automatically annotate papers with LLMs |
 
 In addition to this list, there are also many other [open-source projects](https://github.com/neuml/txtai/network/dependents), [published research](https://scholar.google.com/scholar?q=txtai&hl=en&as_ylo=2022) and closed proprietary/commercial projects that have built on txtai in production.
 
diff --git a/docs/poweredby.md b/docs/poweredby.md
index efb5ccb61..4d68c61e0 100644
--- a/docs/poweredby.md
+++ b/docs/poweredby.md
@@ -6,9 +6,8 @@ The following applications are powered by txtai.
 
 | Application  | Description  |
 |:------------ |:-------------|
-| [txtchat](https://github.com/neuml/txtchat) | Retrieval Augmented Generation (RAG) powered search |
+| [rag](https://github.com/neuml/rag) | Retrieval Augmented Generation (RAG) application |
 | [paperai](https://github.com/neuml/paperai) | Semantic search and workflows for medical/scientific papers |
-| [codequestion](https://github.com/neuml/codequestion) | Semantic search for developers |
-| [tldrstory](https://github.com/neuml/tldrstory) | Semantic search for headlines and story text |
+| [annotateai](https://github.com/neuml/annotateai) | Automatically annotate papers with LLMs |
 
 In addition to this list, there are also many other [open-source projects](https://github.com/neuml/txtai/network/dependents), [published research](https://scholar.google.com/scholar?q=txtai&hl=en&as_ylo=2022) and closed proprietary/commercial projects that have built on txtai in production.