3.15.3

ianrob · ianrob · commit a478970274f3 · 2026-01-29T17:15:43.000Z
diff --git a/byokg-rag/README.md b/byokg-rag/README.md
@@ -58,7 +58,7 @@ pip install .
 ```
 or 
 ```
-pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag
+pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag
 ```
 (The version number will vary based on the latest GitHub release)
 
diff --git a/docs/byokg-rag/overview.md b/docs/byokg-rag/overview.md
@@ -83,7 +83,7 @@ The system's performance has been evaluated across multiple knowledge graph benc
 You can get started with byokg-rag by installing the package and running the demo notebook:
 
 ```bash
-pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag
+pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag
 ```
 
 The repository includes several [example notebooks](../../examples/byokg-rag/) that demonstrate how to use the library with different graph stores and datasets:
diff --git a/docs/lexical-graph/graph-store-falkor-db.md b/docs/lexical-graph/graph-store-falkor-db.md
@@ -18,7 +18,7 @@ You can use FalkorDB as a graph store.
 The FalkorDB graph store is contained in a separate contributor package. To install it:
 
 ```
-!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph-contrib/falkordb
+!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph-contrib/falkordb
 ```
 
 ### Registering FalkorDB as a graph store
diff --git a/examples/byokg-rag/byokg_rag_demo_local_graph.ipynb b/examples/byokg-rag/byokg_rag_demo_local_graph.ipynb
@@ -43,7 +43,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"
+    "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"
    ]
   },
   {
diff --git a/examples/byokg-rag/byokg_rag_neptune_analytics_demo.ipynb b/examples/byokg-rag/byokg_rag_neptune_analytics_demo.ipynb
@@ -34,7 +34,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"
+    "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"
    ]
   },
   {
diff --git a/examples/byokg-rag/byokg_rag_neptune_analytics_embeddings.ipynb b/examples/byokg-rag/byokg_rag_neptune_analytics_embeddings.ipynb
@@ -30,7 +30,7 @@
    "id": "fcbdac31-35e0-4cd3-9456-2d7ab58a172e",
    "metadata": {},
    "outputs": [],
-   "source": "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"
+   "source": "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"
   },
   {
    "cell_type": "code",
diff --git a/examples/byokg-rag/byokg_rag_neptune_db_cluster_demo.ipynb b/examples/byokg-rag/byokg_rag_neptune_db_cluster_demo.ipynb
@@ -33,7 +33,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"
+    "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"
    ]
   },
   {
diff --git a/examples/lexical-graph-hybrid-dev/notebooks/00-Setup.ipynb b/examples/lexical-graph-hybrid-dev/notebooks/00-Setup.ipynb
@@ -66,7 +66,7 @@
    "source": [
     "if not dev_mode:\n",
     "    print('Installing lexical-graph package...')\n",
-    "    !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph\n",
+    "    !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph\n",
     "else:\n",
     "    print('Development mode - will install from mounted source')"
    ]
diff --git a/examples/lexical-graph-hybrid-dev/notebooks/02-Cloud-Setup.ipynb b/examples/lexical-graph-hybrid-dev/notebooks/02-Cloud-Setup.ipynb
@@ -23,7 +23,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph"
+    "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph"
    ]
   },
   {
diff --git a/examples/lexical-graph-local-dev/notebooks/00-Setup.ipynb b/examples/lexical-graph-local-dev/notebooks/00-Setup.ipynb
@@ -66,7 +66,7 @@
    "source": [
     "if not dev_mode:\n",
     "    print('Installing lexical-graph package...')\n",
-    "    !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph\n",
+    "    !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph\n",
     "else:\n",
     "    print('Development mode - will install from mounted source')"
    ]
diff --git a/examples/lexical-graph/notebooks/00-Setup.ipynb b/examples/lexical-graph/notebooks/00-Setup.ipynb
@@ -23,7 +23,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install --only-binary :all: https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph"
+    "!pip install --only-binary :all: https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph"
    ]
   },
   {
diff --git a/lexical-graph/README.md b/lexical-graph/README.md
@@ -19,7 +19,7 @@ point in time.
 The lexical-graph requires Python and [pip](http://www.pip-installer.org/en/latest/) to install. You can install the lexical-graph using pip:
 
 ```
-$ pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph
+$ pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph
 ```
 
 If you're running on AWS, you must run your application in an AWS region containing the Amazon Bedrock foundation models used by the lexical graph (see the [configuration](../docs/lexical-graph/configuration.md#graphragconfig) section in the documentation for details on the default models used), and must [enable access](https://docs.aws.amazon.com/bedrock/latest/userguide/model-access.html) to these models before running any part of the solution.
diff --git a/lexical-graph/pyproject.toml b/lexical-graph/pyproject.toml
@@ -7,7 +7,7 @@ packages = ["src/graphrag_toolkit"]
 
 [project]
 name = "graphrag-toolkit-lexical-graph"
-version = "3.15.3-SNAPSHOT"
+version = "3.15.3"
 description = "AWS GraphRAG Toolkit, lexical graph"
 readme = "README.md"
 requires-python = ">=3.10"

Original file line number	Diff line number	Diff line change
`@@ -43,7 +43,7 @@`
`43`	`43`	`"metadata": {},`
`44`	`44`	`"outputs": [],`
`45`	`45`	`"source": [`
`46`		`- "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"`
	`46`	`+ "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"`
`47`	`47`	`]`
`48`	`48`	`},`
`49`	`49`	`{`
Original file line number	Diff line number	Diff line change
`@@ -34,7 +34,7 @@`
`34`	`34`	`"metadata": {},`
`35`	`35`	`"outputs": [],`
`36`	`36`	`"source": [`
`37`		`- "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"`
	`37`	`+ "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"`
`38`	`38`	`]`
`39`	`39`	`},`
`40`	`40`	`{`
Original file line number	Diff line number	Diff line change
`@@ -30,7 +30,7 @@`
`30`	`30`	`"id": "fcbdac31-35e0-4cd3-9456-2d7ab58a172e",`
`31`	`31`	`"metadata": {},`
`32`	`32`	`"outputs": [],`
`33`		`- "source": "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"`
	`33`	`+ "source": "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"`
`34`	`34`	`},`
`35`	`35`	`{`
`36`	`36`	`"cell_type": "code",`
Original file line number	Diff line number	Diff line change
`@@ -33,7 +33,7 @@`
`33`	`33`	`"metadata": {},`
`34`	`34`	`"outputs": [],`
`35`	`35`	`"source": [`
`36`		`- "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=byokg-rag"`
	`36`	`+ "# !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=byokg-rag"`
`37`	`37`	`]`
`38`	`38`	`},`
`39`	`39`	`{`
Original file line number	Diff line number	Diff line change
`@@ -66,7 +66,7 @@`
`66`	`66`	`"source": [`
`67`	`67`	`"if not dev_mode:\n",`
`68`	`68`	`" print('Installing lexical-graph package...')\n",`
`69`		`- " !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph\n",`
	`69`	`+ " !pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph\n",`
`70`	`70`	`"else:\n",`
`71`	`71`	`" print('Development mode - will install from mounted source')"`
`72`	`72`	`]`
Original file line number	Diff line number	Diff line change
`@@ -23,7 +23,7 @@`
`23`	`23`	`"metadata": {},`
`24`	`24`	`"outputs": [],`
`25`	`25`	`"source": [`
`26`		`- "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.2.zip#subdirectory=lexical-graph"`
	`26`	`+ "!pip install https://github.com/awslabs/graphrag-toolkit/archive/refs/tags/v3.15.3.zip#subdirectory=lexical-graph"`
`27`	`27`	`]`
`28`	`28`	`},`
`29`	`29`	`{`