diff --git a/mlir/docs/LangRef.md b/mlir/docs/LangRef.md
--- a/mlir/docs/LangRef.md
+++ b/mlir/docs/LangRef.md
@@ -13,7 +13,7 @@
 
 This document defines and describes the key concepts in MLIR, and is intended to
 be a dry reference document - the [rationale documentation](Rationale.md),
-[glossary](https://mlir.llvm.org/getting_started/Glossary/), and other content are hosted elsewhere.
+[glossary](../getting_started/Glossary.md), and other content are hosted elsewhere.
 
 MLIR is designed to be used in three different forms: a human-readable textual
 form suitable for debugging, an in-memory form suitable for programmatic
diff --git a/mlir/docs/Tutorials/Toy/Ch-2.md b/mlir/docs/Tutorials/Toy/Ch-2.md
--- a/mlir/docs/Tutorials/Toy/Ch-2.md
+++ b/mlir/docs/Tutorials/Toy/Ch-2.md
@@ -118,7 +118,7 @@
 MLIR is designed to be a completely extensible system, and as such, the
 infrastructure has the capability to opaquely represent all of its core
 components: attributes, operations, types, etc. This allows MLIR to parse,
-represent, and [round-trip](../../Glossary.md#round-trip) any valid IR. For
+represent, and [round-trip](../../../getting_started/Glossary.md#round-trip) any valid IR. For
 example, we could place our Toy operation from above into an `.mlir` file and
 round-trip through *mlir-opt* without registering anything:
 
diff --git a/mlir/docs/Tutorials/Toy/Ch-5.md b/mlir/docs/Tutorials/Toy/Ch-5.md
--- a/mlir/docs/Tutorials/Toy/Ch-5.md
+++ b/mlir/docs/Tutorials/Toy/Ch-5.md
@@ -24,7 +24,7 @@
 # Dialect Conversions
 
 MLIR has many different dialects, so it is important to have a unified framework
-for [converting](../../Glossary.md#conversion) between them. This is where the
+for [converting](../../../getting_started/Glossary.md#conversion) between them. This is where the
 `DialectConversion` framework comes into play. This framework allows for
 transforming a set of `illegal` operations to a set of `legal` ones. To use this
 framework, we need to provide two things (and an optional third):
@@ -34,7 +34,7 @@
     -   This is the formal specification of what operations or dialects are
         legal for the conversion. Operations that aren't legal will require
         rewrite patterns to perform
-        [legalization](../../Glossary.md#legalization).
+        [legalization](../../../getting_started/Glossary.md#legalization).
 
 *   A set of
     [Rewrite Patterns](../../DialectConversion.md#rewrite-pattern-specification)
diff --git a/mlir/docs/Tutorials/Toy/Ch-6.md b/mlir/docs/Tutorials/Toy/Ch-6.md
--- a/mlir/docs/Tutorials/Toy/Ch-6.md
+++ b/mlir/docs/Tutorials/Toy/Ch-6.md
@@ -16,7 +16,7 @@
 Before going over the conversion to LLVM, let's lower the `toy.print` operation.
 We will lower this operation to a non-affine loop nest that invokes `printf` for
 each element. Note that, because the dialect conversion framework supports
-[transitive lowering](Glossary.md#transitive-lowering), we don't need to
+[transitive lowering](../../../getting_started/Glossary.md#transitive-lowering), we don't need to
 directly emit operations in the LLVM dialect. By transitive lowering, we mean
 that the conversion framework may apply multiple patterns to fully legalize an
 operation. In this example, we are generating a structured loop nest instead of
@@ -86,7 +86,7 @@
 combination of `toy`, `affine`, and `std` operations. Luckily, the `std` and
 `affine` dialects already provide the set of patterns needed to transform them
 into LLVM dialect. These patterns allow for lowering the IR in multiple stages
-by relying on [transitive lowering](Glossary.md#transitive-lowering).
+by relying on [transitive lowering](../../../getting_started/Glossary.md#transitive-lowering).
 
 ```c++
   mlir::OwningRewritePatternList patterns;