diff --git a/helm/hindsight/Chart.yaml b/helm/hindsight/Chart.yaml
index dc052233..b75457d3 100644
--- a/helm/hindsight/Chart.yaml
+++ b/helm/hindsight/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: hindsight
 description: Hindsight helm chart
 type: application
-version: 0.4.7
-appVersion: "0.4.7"
+version: 0.4.6
+appVersion: "0.4.6"
 keywords:
   - ai
   - memory
diff --git a/hindsight-api/hindsight_api/__init__.py b/hindsight-api/hindsight_api/__init__.py
index 8b1b1a25..381204fb 100644
--- a/hindsight-api/hindsight_api/__init__.py
+++ b/hindsight-api/hindsight_api/__init__.py
@@ -46,4 +46,4 @@ __all__ = [
     "RemoteTEICrossEncoder",
     "LLMConfig",
 ]
-__version__ = "0.4.7"
+__version__ = "0.4.6"
diff --git a/hindsight-api/pyproject.toml b/hindsight-api/pyproject.toml
index cb1fc579..27281b39 100644
--- a/hindsight-api/pyproject.toml
+++ b/hindsight-api/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "hindsight-api"
-version = "0.4.7"
+version = "0.4.6"
 description = "Hindsight: Agent Memory That Works Like Human Memory"
 readme = "README.md"
 requires-python = ">=3.11"
diff --git a/hindsight-cli/Cargo.toml b/hindsight-cli/Cargo.toml
index 5b476bd0..bb602f64 100644
--- a/hindsight-cli/Cargo.toml
+++ b/hindsight-cli/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "hindsight-cli"
-version = "0.4.7"
+version = "0.4.6"
 edition = "2021"
 authors = ["Hindsight Team"]
 description = "A beautiful CLI for Hindsight - semantic memory system"
diff --git a/hindsight-clients/python/hindsight_client_api/__init__.py b/hindsight-clients/python/hindsight_client_api/__init__.py
index 61b9dc8c..56ddba06 100644
--- a/hindsight-clients/python/hindsight_client_api/__init__.py
+++ b/hindsight-clients/python/hindsight_client_api/__init__.py
@@ -7,7 +7,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/banks_api.py b/hindsight-clients/python/hindsight_client_api/api/banks_api.py
index e0b8d293..306f97eb 100644
--- a/hindsight-clients/python/hindsight_client_api/api/banks_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/banks_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/directives_api.py b/hindsight-clients/python/hindsight_client_api/api/directives_api.py
index 8da33ad4..dd6f3a5d 100644
--- a/hindsight-clients/python/hindsight_client_api/api/directives_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/directives_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/documents_api.py b/hindsight-clients/python/hindsight_client_api/api/documents_api.py
index 87ee9ea7..8039a5ef 100644
--- a/hindsight-clients/python/hindsight_client_api/api/documents_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/documents_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/entities_api.py b/hindsight-clients/python/hindsight_client_api/api/entities_api.py
index c4cf1e6e..ac1c1cd1 100644
--- a/hindsight-clients/python/hindsight_client_api/api/entities_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/entities_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/memory_api.py b/hindsight-clients/python/hindsight_client_api/api/memory_api.py
index 229703f9..f6544a93 100644
--- a/hindsight-clients/python/hindsight_client_api/api/memory_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/memory_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/mental_models_api.py b/hindsight-clients/python/hindsight_client_api/api/mental_models_api.py
index 211dbdb0..d655fd32 100644
--- a/hindsight-clients/python/hindsight_client_api/api/mental_models_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/mental_models_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/monitoring_api.py b/hindsight-clients/python/hindsight_client_api/api/monitoring_api.py
index 0818a3af..50ba83fc 100644
--- a/hindsight-clients/python/hindsight_client_api/api/monitoring_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/monitoring_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api/operations_api.py b/hindsight-clients/python/hindsight_client_api/api/operations_api.py
index c0be8227..81b8f5d4 100644
--- a/hindsight-clients/python/hindsight_client_api/api/operations_api.py
+++ b/hindsight-clients/python/hindsight_client_api/api/operations_api.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/api_client.py b/hindsight-clients/python/hindsight_client_api/api_client.py
index 630ed406..8b17ecce 100644
--- a/hindsight-clients/python/hindsight_client_api/api_client.py
+++ b/hindsight-clients/python/hindsight_client_api/api_client.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/configuration.py b/hindsight-clients/python/hindsight_client_api/configuration.py
index f14e842a..807fa96e 100644
--- a/hindsight-clients/python/hindsight_client_api/configuration.py
+++ b/hindsight-clients/python/hindsight_client_api/configuration.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
@@ -489,7 +489,7 @@ class Configuration:
         return "Python SDK Debug Report:\n"\
                "OS: {env}\n"\
                "Python Version: {pyversion}\n"\
-               "Version of the API: 0.4.7\n"\
+               "Version of the API: 0.4.6\n"\
                "SDK Package Version: 0.0.7".\
                format(env=sys.platform, pyversion=sys.version)
 
diff --git a/hindsight-clients/python/hindsight_client_api/exceptions.py b/hindsight-clients/python/hindsight_client_api/exceptions.py
index 2dc8d27e..3e2fac28 100644
--- a/hindsight-clients/python/hindsight_client_api/exceptions.py
+++ b/hindsight-clients/python/hindsight_client_api/exceptions.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/__init__.py b/hindsight-clients/python/hindsight_client_api/models/__init__.py
index 31a4e150..6055c369 100644
--- a/hindsight-clients/python/hindsight_client_api/models/__init__.py
+++ b/hindsight-clients/python/hindsight_client_api/models/__init__.py
@@ -6,7 +6,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/add_background_request.py b/hindsight-clients/python/hindsight_client_api/models/add_background_request.py
index d30b240b..12b09fd9 100644
--- a/hindsight-clients/python/hindsight_client_api/models/add_background_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/add_background_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/async_operation_submit_response.py b/hindsight-clients/python/hindsight_client_api/models/async_operation_submit_response.py
index c8a33848..4a05ce75 100644
--- a/hindsight-clients/python/hindsight_client_api/models/async_operation_submit_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/async_operation_submit_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/background_response.py b/hindsight-clients/python/hindsight_client_api/models/background_response.py
index 263fb086..b9cafa22 100644
--- a/hindsight-clients/python/hindsight_client_api/models/background_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/background_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/bank_list_item.py b/hindsight-clients/python/hindsight_client_api/models/bank_list_item.py
index da7cec0e..537dc161 100644
--- a/hindsight-clients/python/hindsight_client_api/models/bank_list_item.py
+++ b/hindsight-clients/python/hindsight_client_api/models/bank_list_item.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/bank_list_response.py b/hindsight-clients/python/hindsight_client_api/models/bank_list_response.py
index 14925cac..73dc3eed 100644
--- a/hindsight-clients/python/hindsight_client_api/models/bank_list_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/bank_list_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/bank_profile_response.py b/hindsight-clients/python/hindsight_client_api/models/bank_profile_response.py
index 2d488c2a..7598cd2a 100644
--- a/hindsight-clients/python/hindsight_client_api/models/bank_profile_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/bank_profile_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/bank_stats_response.py b/hindsight-clients/python/hindsight_client_api/models/bank_stats_response.py
index b4f5a089..2fc11e44 100644
--- a/hindsight-clients/python/hindsight_client_api/models/bank_stats_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/bank_stats_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/budget.py b/hindsight-clients/python/hindsight_client_api/models/budget.py
index 048b1269..0770d31f 100644
--- a/hindsight-clients/python/hindsight_client_api/models/budget.py
+++ b/hindsight-clients/python/hindsight_client_api/models/budget.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/cancel_operation_response.py b/hindsight-clients/python/hindsight_client_api/models/cancel_operation_response.py
index fa7444e5..34a92d4b 100644
--- a/hindsight-clients/python/hindsight_client_api/models/cancel_operation_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/cancel_operation_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/chunk_data.py b/hindsight-clients/python/hindsight_client_api/models/chunk_data.py
index 873a4f36..82ef402c 100644
--- a/hindsight-clients/python/hindsight_client_api/models/chunk_data.py
+++ b/hindsight-clients/python/hindsight_client_api/models/chunk_data.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/chunk_include_options.py b/hindsight-clients/python/hindsight_client_api/models/chunk_include_options.py
index 31b69d08..3e7fd0e0 100644
--- a/hindsight-clients/python/hindsight_client_api/models/chunk_include_options.py
+++ b/hindsight-clients/python/hindsight_client_api/models/chunk_include_options.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/chunk_response.py b/hindsight-clients/python/hindsight_client_api/models/chunk_response.py
index bb2e4613..dcccc61e 100644
--- a/hindsight-clients/python/hindsight_client_api/models/chunk_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/chunk_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/consolidation_response.py b/hindsight-clients/python/hindsight_client_api/models/consolidation_response.py
index 583dbd36..c224a098 100644
--- a/hindsight-clients/python/hindsight_client_api/models/consolidation_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/consolidation_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/create_bank_request.py b/hindsight-clients/python/hindsight_client_api/models/create_bank_request.py
index 5faebc6e..2e02fd79 100644
--- a/hindsight-clients/python/hindsight_client_api/models/create_bank_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/create_bank_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/create_directive_request.py b/hindsight-clients/python/hindsight_client_api/models/create_directive_request.py
index cb4ad19d..58bd64b0 100644
--- a/hindsight-clients/python/hindsight_client_api/models/create_directive_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/create_directive_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/create_mental_model_request.py b/hindsight-clients/python/hindsight_client_api/models/create_mental_model_request.py
index ce5f0d5f..bfea4104 100644
--- a/hindsight-clients/python/hindsight_client_api/models/create_mental_model_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/create_mental_model_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/create_mental_model_response.py b/hindsight-clients/python/hindsight_client_api/models/create_mental_model_response.py
index 0b8be708..6a664fa0 100644
--- a/hindsight-clients/python/hindsight_client_api/models/create_mental_model_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/create_mental_model_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/delete_document_response.py b/hindsight-clients/python/hindsight_client_api/models/delete_document_response.py
index 97178fa7..4d689651 100644
--- a/hindsight-clients/python/hindsight_client_api/models/delete_document_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/delete_document_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/delete_response.py b/hindsight-clients/python/hindsight_client_api/models/delete_response.py
index d2fbd7da..d780c108 100644
--- a/hindsight-clients/python/hindsight_client_api/models/delete_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/delete_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/directive_list_response.py b/hindsight-clients/python/hindsight_client_api/models/directive_list_response.py
index 0628907b..ceb7e4f0 100644
--- a/hindsight-clients/python/hindsight_client_api/models/directive_list_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/directive_list_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/directive_response.py b/hindsight-clients/python/hindsight_client_api/models/directive_response.py
index 19107007..d6ce630d 100644
--- a/hindsight-clients/python/hindsight_client_api/models/directive_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/directive_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/disposition_traits.py b/hindsight-clients/python/hindsight_client_api/models/disposition_traits.py
index 56f78cdd..b5199c5b 100644
--- a/hindsight-clients/python/hindsight_client_api/models/disposition_traits.py
+++ b/hindsight-clients/python/hindsight_client_api/models/disposition_traits.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/document_response.py b/hindsight-clients/python/hindsight_client_api/models/document_response.py
index decba004..2a298fd8 100644
--- a/hindsight-clients/python/hindsight_client_api/models/document_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/document_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_detail_response.py b/hindsight-clients/python/hindsight_client_api/models/entity_detail_response.py
index bec2719b..4e4e80b1 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_detail_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_detail_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_include_options.py b/hindsight-clients/python/hindsight_client_api/models/entity_include_options.py
index 9d14a8e4..9ac62d3c 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_include_options.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_include_options.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_input.py b/hindsight-clients/python/hindsight_client_api/models/entity_input.py
index 92342eb5..efe53e75 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_input.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_input.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_list_item.py b/hindsight-clients/python/hindsight_client_api/models/entity_list_item.py
index a966a45d..cc8cb6c7 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_list_item.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_list_item.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_list_response.py b/hindsight-clients/python/hindsight_client_api/models/entity_list_response.py
index 9537f460..0c11bf54 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_list_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_list_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_observation_response.py b/hindsight-clients/python/hindsight_client_api/models/entity_observation_response.py
index e8606f53..5bd86d87 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_observation_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_observation_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/entity_state_response.py b/hindsight-clients/python/hindsight_client_api/models/entity_state_response.py
index dc655f4d..0b0743ad 100644
--- a/hindsight-clients/python/hindsight_client_api/models/entity_state_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/entity_state_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/features_info.py b/hindsight-clients/python/hindsight_client_api/models/features_info.py
index 79992797..61895dfa 100644
--- a/hindsight-clients/python/hindsight_client_api/models/features_info.py
+++ b/hindsight-clients/python/hindsight_client_api/models/features_info.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/graph_data_response.py b/hindsight-clients/python/hindsight_client_api/models/graph_data_response.py
index 44f8d145..19e5860f 100644
--- a/hindsight-clients/python/hindsight_client_api/models/graph_data_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/graph_data_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/http_validation_error.py b/hindsight-clients/python/hindsight_client_api/models/http_validation_error.py
index 3cf8ddf5..3b64ee6d 100644
--- a/hindsight-clients/python/hindsight_client_api/models/http_validation_error.py
+++ b/hindsight-clients/python/hindsight_client_api/models/http_validation_error.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/include_options.py b/hindsight-clients/python/hindsight_client_api/models/include_options.py
index bf0658b1..2296a258 100644
--- a/hindsight-clients/python/hindsight_client_api/models/include_options.py
+++ b/hindsight-clients/python/hindsight_client_api/models/include_options.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/list_documents_response.py b/hindsight-clients/python/hindsight_client_api/models/list_documents_response.py
index 4b1fb807..0ebea7b2 100644
--- a/hindsight-clients/python/hindsight_client_api/models/list_documents_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/list_documents_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/list_memory_units_response.py b/hindsight-clients/python/hindsight_client_api/models/list_memory_units_response.py
index fd17bfe6..82bf0c60 100644
--- a/hindsight-clients/python/hindsight_client_api/models/list_memory_units_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/list_memory_units_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/list_tags_response.py b/hindsight-clients/python/hindsight_client_api/models/list_tags_response.py
index 7ce30ecf..5b8866c8 100644
--- a/hindsight-clients/python/hindsight_client_api/models/list_tags_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/list_tags_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/memory_item.py b/hindsight-clients/python/hindsight_client_api/models/memory_item.py
index 616187fe..8e58a4a4 100644
--- a/hindsight-clients/python/hindsight_client_api/models/memory_item.py
+++ b/hindsight-clients/python/hindsight_client_api/models/memory_item.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/mental_model_list_response.py b/hindsight-clients/python/hindsight_client_api/models/mental_model_list_response.py
index fcfd447f..511ac151 100644
--- a/hindsight-clients/python/hindsight_client_api/models/mental_model_list_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/mental_model_list_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/mental_model_response.py b/hindsight-clients/python/hindsight_client_api/models/mental_model_response.py
index bebfd259..89c1f09b 100644
--- a/hindsight-clients/python/hindsight_client_api/models/mental_model_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/mental_model_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/mental_model_trigger.py b/hindsight-clients/python/hindsight_client_api/models/mental_model_trigger.py
index 831bb336..93be8dc7 100644
--- a/hindsight-clients/python/hindsight_client_api/models/mental_model_trigger.py
+++ b/hindsight-clients/python/hindsight_client_api/models/mental_model_trigger.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/operation_response.py b/hindsight-clients/python/hindsight_client_api/models/operation_response.py
index c3a8f0d9..2e86d5ca 100644
--- a/hindsight-clients/python/hindsight_client_api/models/operation_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/operation_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/operation_status_response.py b/hindsight-clients/python/hindsight_client_api/models/operation_status_response.py
index f0ad0196..5cd4541e 100644
--- a/hindsight-clients/python/hindsight_client_api/models/operation_status_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/operation_status_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/operations_list_response.py b/hindsight-clients/python/hindsight_client_api/models/operations_list_response.py
index de5ff7d1..91ea1f23 100644
--- a/hindsight-clients/python/hindsight_client_api/models/operations_list_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/operations_list_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/recall_request.py b/hindsight-clients/python/hindsight_client_api/models/recall_request.py
index 47ad480f..7a355f4a 100644
--- a/hindsight-clients/python/hindsight_client_api/models/recall_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/recall_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/recall_response.py b/hindsight-clients/python/hindsight_client_api/models/recall_response.py
index eea4a832..402ceb5c 100644
--- a/hindsight-clients/python/hindsight_client_api/models/recall_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/recall_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/recall_result.py b/hindsight-clients/python/hindsight_client_api/models/recall_result.py
index 3055e992..c4042aca 100644
--- a/hindsight-clients/python/hindsight_client_api/models/recall_result.py
+++ b/hindsight-clients/python/hindsight_client_api/models/recall_result.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_based_on.py b/hindsight-clients/python/hindsight_client_api/models/reflect_based_on.py
index f2574986..909fd29d 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_based_on.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_based_on.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_directive.py b/hindsight-clients/python/hindsight_client_api/models/reflect_directive.py
index 772595b6..50715eb6 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_directive.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_directive.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_fact.py b/hindsight-clients/python/hindsight_client_api/models/reflect_fact.py
index af78fd34..721c846a 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_fact.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_fact.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_include_options.py b/hindsight-clients/python/hindsight_client_api/models/reflect_include_options.py
index ac343a92..ae397279 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_include_options.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_include_options.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_llm_call.py b/hindsight-clients/python/hindsight_client_api/models/reflect_llm_call.py
index 1a2e518b..d297eff1 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_llm_call.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_llm_call.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_mental_model.py b/hindsight-clients/python/hindsight_client_api/models/reflect_mental_model.py
index 3df46316..323d4bed 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_mental_model.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_mental_model.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_request.py b/hindsight-clients/python/hindsight_client_api/models/reflect_request.py
index e1ca3c7b..48daf4cd 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_response.py b/hindsight-clients/python/hindsight_client_api/models/reflect_response.py
index 211fe68c..c5e2fa4f 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_tool_call.py b/hindsight-clients/python/hindsight_client_api/models/reflect_tool_call.py
index 2f01dca8..34a50310 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_tool_call.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_tool_call.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/reflect_trace.py b/hindsight-clients/python/hindsight_client_api/models/reflect_trace.py
index cedcd5cf..cca6835f 100644
--- a/hindsight-clients/python/hindsight_client_api/models/reflect_trace.py
+++ b/hindsight-clients/python/hindsight_client_api/models/reflect_trace.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/retain_request.py b/hindsight-clients/python/hindsight_client_api/models/retain_request.py
index ccd307a7..5cea1e80 100644
--- a/hindsight-clients/python/hindsight_client_api/models/retain_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/retain_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/retain_response.py b/hindsight-clients/python/hindsight_client_api/models/retain_response.py
index e17b7eea..a1e05792 100644
--- a/hindsight-clients/python/hindsight_client_api/models/retain_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/retain_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/tag_item.py b/hindsight-clients/python/hindsight_client_api/models/tag_item.py
index cf059532..05647a94 100644
--- a/hindsight-clients/python/hindsight_client_api/models/tag_item.py
+++ b/hindsight-clients/python/hindsight_client_api/models/tag_item.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/token_usage.py b/hindsight-clients/python/hindsight_client_api/models/token_usage.py
index 3edb334a..02c630f2 100644
--- a/hindsight-clients/python/hindsight_client_api/models/token_usage.py
+++ b/hindsight-clients/python/hindsight_client_api/models/token_usage.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/tool_calls_include_options.py b/hindsight-clients/python/hindsight_client_api/models/tool_calls_include_options.py
index dd0f486d..95778a15 100644
--- a/hindsight-clients/python/hindsight_client_api/models/tool_calls_include_options.py
+++ b/hindsight-clients/python/hindsight_client_api/models/tool_calls_include_options.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/update_directive_request.py b/hindsight-clients/python/hindsight_client_api/models/update_directive_request.py
index 8074dc43..a915b8c9 100644
--- a/hindsight-clients/python/hindsight_client_api/models/update_directive_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/update_directive_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/update_disposition_request.py b/hindsight-clients/python/hindsight_client_api/models/update_disposition_request.py
index a6b5b681..8bbddb59 100644
--- a/hindsight-clients/python/hindsight_client_api/models/update_disposition_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/update_disposition_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/update_mental_model_request.py b/hindsight-clients/python/hindsight_client_api/models/update_mental_model_request.py
index 96597f1a..3ee60950 100644
--- a/hindsight-clients/python/hindsight_client_api/models/update_mental_model_request.py
+++ b/hindsight-clients/python/hindsight_client_api/models/update_mental_model_request.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/validation_error.py b/hindsight-clients/python/hindsight_client_api/models/validation_error.py
index ee73f65a..b98f3f5b 100644
--- a/hindsight-clients/python/hindsight_client_api/models/validation_error.py
+++ b/hindsight-clients/python/hindsight_client_api/models/validation_error.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/validation_error_loc_inner.py b/hindsight-clients/python/hindsight_client_api/models/validation_error_loc_inner.py
index ae69c0bb..f3910028 100644
--- a/hindsight-clients/python/hindsight_client_api/models/validation_error_loc_inner.py
+++ b/hindsight-clients/python/hindsight_client_api/models/validation_error_loc_inner.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/models/version_response.py b/hindsight-clients/python/hindsight_client_api/models/version_response.py
index 26181f03..8ee52354 100644
--- a/hindsight-clients/python/hindsight_client_api/models/version_response.py
+++ b/hindsight-clients/python/hindsight_client_api/models/version_response.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/hindsight_client_api/rest.py b/hindsight-clients/python/hindsight_client_api/rest.py
index 484e24f5..75d85642 100644
--- a/hindsight-clients/python/hindsight_client_api/rest.py
+++ b/hindsight-clients/python/hindsight_client_api/rest.py
@@ -5,7 +5,7 @@
 
     HTTP API for Hindsight
 
-    The version of the OpenAPI document: 0.4.7
+    The version of the OpenAPI document: 0.4.6
     Generated by OpenAPI Generator (https://openapi-generator.tech)
 
     Do not edit the class manually.
diff --git a/hindsight-clients/python/pyproject.toml b/hindsight-clients/python/pyproject.toml
index 819027f5..19f42b4e 100644
--- a/hindsight-clients/python/pyproject.toml
+++ b/hindsight-clients/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "hindsight-client"
-version = "0.4.7"
+version = "0.4.6"
 description = "Python client for Hindsight - Semantic memory system with personality-driven thinking"
 authors = [
     {name = "Hindsight Team"}
diff --git a/hindsight-clients/typescript/package.json b/hindsight-clients/typescript/package.json
index 56540c62..6e712154 100644
--- a/hindsight-clients/typescript/package.json
+++ b/hindsight-clients/typescript/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@vectorize-io/hindsight-client",
-  "version": "0.4.7",
+  "version": "0.4.6",
   "description": "TypeScript client for Hindsight - Semantic memory system with personality-driven thinking",
   "main": "./dist/src/index.js",
   "types": "./dist/src/index.d.ts",
diff --git a/hindsight-control-plane/package.json b/hindsight-control-plane/package.json
index e096596b..e30e360c 100644
--- a/hindsight-control-plane/package.json
+++ b/hindsight-control-plane/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@vectorize-io/hindsight-control-plane",
-  "version": "0.4.7",
+  "version": "0.4.6",
   "description": "Control plane for Hindsight - Semantic memory system",
   "bin": {
     "hindsight-control-plane": "./bin/cli.js"
diff --git a/hindsight-dev/pyproject.toml b/hindsight-dev/pyproject.toml
index 4ee14ca5..ba798302 100644
--- a/hindsight-dev/pyproject.toml
+++ b/hindsight-dev/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "hindsight-dev"
-version = "0.4.7"
+version = "0.4.6"
 description = "Development utilities for Hindsight"
 requires-python = ">=3.11"
 dependencies = [
diff --git a/hindsight-docs/static/openapi.json b/hindsight-docs/static/openapi.json
index 8f112f29..b90bfae7 100644
--- a/hindsight-docs/static/openapi.json
+++ b/hindsight-docs/static/openapi.json
@@ -10,7 +10,7 @@
       "name": "Apache 2.0",
       "url": "https://www.apache.org/licenses/LICENSE-2.0.html"
     },
-    "version": "0.4.7"
+    "version": "0.4.6"
   },
   "paths": {
     "/health": {
diff --git a/hindsight-docs/versioned_docs/version-0.4/sdks/embed.md b/hindsight-docs/versioned_docs/version-0.4/sdks/embed.md
index 1ce0bb59..72088e15 100644
--- a/hindsight-docs/versioned_docs/version-0.4/sdks/embed.md
+++ b/hindsight-docs/versioned_docs/version-0.4/sdks/embed.md
@@ -15,7 +15,7 @@ Zero-configuration local memory system with automatic daemon management. Perfect
 1. **First command triggers startup**: When you run any `hindsight-embed` command, it checks if a local daemon is running
 2. **Auto-daemon management**: If no daemon exists, it automatically spawns `hindsight-api --daemon` in the background
 3. **Embedded database**: The daemon uses `pg0` (embedded PostgreSQL) — no separate database installation required
-4. **Command forwarding**: Your command is forwarded to the local daemon via HTTP (localhost:8888)
+4. **Command forwarding**: Your command is forwarded to the local daemon via HTTP (localhost:8889)
 5. **Auto-shutdown**: After 5 minutes of inactivity (configurable), the daemon gracefully shuts down to free resources
 
 **Key features:**
@@ -23,7 +23,7 @@ Zero-configuration local memory system with automatic daemon management. Perfect
 - **Zero setup** — One `configure` command and you're ready
 - **Automatic lifecycle** — Daemon starts on-demand, stops when idle
 - **Isolated storage** — Each bank gets its own embedded PostgreSQL database
-- **Local-only** — Binds to `127.0.0.1:8888`, not accessible from network
+- **Local-only** — Binds to `127.0.0.1:8889`, not accessible from network
 - **Production-grade engine** — Uses the same memory engine as the full API service
 
 Think of it as SQLite for long-term memory — all the power of Hindsight without managing servers.
@@ -209,7 +209,7 @@ hindsight-embed daemon logs -f
 
 Common issues:
 - **Missing API key**: Set `HINDSIGHT_EMBED_LLM_API_KEY`
-- **Port conflict**: Another service using port 8888
+- **Port conflict**: Another service using port 8889
 - **Permissions**: Check `~/.hindsight/` directory permissions
 
 ### Daemon Exits Immediately
diff --git a/hindsight-docs/versioned_docs/version-0.4/sdks/integrations/openclaw.md b/hindsight-docs/versioned_docs/version-0.4/sdks/integrations/openclaw.md
index 22800275..4dbeb97c 100644
--- a/hindsight-docs/versioned_docs/version-0.4/sdks/integrations/openclaw.md
+++ b/hindsight-docs/versioned_docs/version-0.4/sdks/integrations/openclaw.md
@@ -6,59 +6,141 @@ sidebar_position: 4
 
 Local, long term memory for [OpenClaw](https://openclaw.ai) agents using [Hindsight](https://vectorize.io/hindsight).
 
-This plugin integrates [hindsight-embed](https://vectorize.io/hindsight/cli), a standalone daemon that bundles Hindsight's memory engine (API + PostgreSQL) into a single command. Everything runs locally on your machine, reuses the LLM you're already paying for, and costs nothing extra.
+This plugin integrates [hindsight-embed](https://vectorize.io/hindsight/cli), a standalone daemon that bundles Hindsight's memory engine (API + PostgreSQL) into a single command. Everything runs locally on your machine, reuses the LLM you're already paying for, and costs nothing extra. The plugin automatically manages the daemon lifecycle and provides hooks for seamless memory capture and recall.
 
 ## Quick Start
 
-**Step 1: Set up LLM for memory extraction**
-
-Choose one provider and set its API key:
-
 ```bash
-# Option A: OpenAI (uses gpt-4o-mini for memory extraction)
+# 1. Configure your LLM provider
 export OPENAI_API_KEY="sk-your-key"
+openclaw config set 'agents.defaults.models."openai/gpt-4o-mini"' '{}'
 
-# Option B: Anthropic (uses claude-3-5-haiku for memory extraction)
-export ANTHROPIC_API_KEY="your-key"
-
-# Option C: Gemini (uses gemini-2.5-flash for memory extraction)
-export GEMINI_API_KEY="your-key"
-
-# Option D: Groq (uses openai/gpt-oss-20b for memory extraction)
-export GROQ_API_KEY="your-key"
-```
-
-**Step 2: Install the plugin**
-
-```bash
+# 2. Install and enable the plugin
 openclaw plugins install @vectorize-io/hindsight-openclaw
-```
 
-**Step 3: Start OpenClaw**
-
-```bash
+# 3. Start OpenClaw
 openclaw gateway
 ```
 
-The plugin will automatically:
-- Start a local Hindsight daemon (port 8888)
-- Capture conversations after each turn
-- Inject relevant memories before agent responses
-
-**Important:** The LLM you configure above is **only for memory extraction** (background processing). Your main OpenClaw agent can use any model you configure separately.
+That's it! The plugin will automatically start capturing and recalling memories.
 
 ## How It Works
 
-**Auto-Capture:** Every conversation is automatically stored after each turn. Facts, entities, and relationships are extracted in the background.
+### Auto-Capture (Hooks)
+Every conversation is **automatically stored** after each turn:
+- Extracts facts, entities, and relationships
+- Processes in background (non-blocking)
+- Stores in PostgreSQL via embedded `hindsight-api`
 
-**Auto-Recall:** Before each agent response, relevant memories are automatically injected into the context (up to 1024 tokens). The agent uses past context without needing to call tools.
+### Auto-Recall (Before Agent Start)
+Before each agent response, relevant memories are **automatically injected**:
+- Relevant memories retrieved (up to 1024 tokens)
+- Injected into context with `<hindsight_memories>` tags (JSON format with metadata)
+- Agent seamlessly uses past context
+
+## Why Auto-Recall?
+
+Traditional memory systems give agents a `search_memory` tool - the model must decide when to call it. In practice, models don't use memory tools consistently. They lack reliable self-awareness about what they should remember to check.
+
+Auto-recall solves this by injecting relevant memories automatically before every agent turn. Memories are formatted as JSON with full metadata:
+
+```json
+<hindsight_memories>
+[
+ {
+    {
+      "chunk_id": "openclawd_default-session_12",
+      "context": "",
+      "document_id": "default-session",
+      "id": "5f55f684-e6f5-46e3-9f5c-043bdf005511",
+      "mentioned_at": "2026-01-30T11:07:33.211396+00:00",
+      "occurred_end": "2025-01-29T23:14:30+00:00",
+      "occurred_start": "2025-01-29T23:14:30+00:00",
+      "tags": [],
+      "text": "Nicolò Boschi attended an OpenAI devday last year and found it cool. | When: 2025-01-30 | Involving: Nicolò Boschi",
+      "type": "world"
+    }
+]
+</hindsight_memories>
+```
+
+The agent sees past context automatically without needing to remember to remember. This approach trades token cost for reliability - but for conversational agents, spending 500 tokens on auto-injected context is better than ignoring 10,000 stored facts because the model didn't call a tool.
+
+## Understanding OpenClaw Concepts
+
+### Plugins
+Extensions that add functionality to OpenClaw. This Hindsight plugin:
+- Runs a background service (manages `hindsight-embed` daemon)
+- Registers hooks (automatic event handlers)
+
+### Hooks
+Automatic event handlers that run without agent involvement:
+- **`before_agent_start`**: Auto-recall - injects memories before agent processes message
+- **`agent_end`**: Auto-capture - stores conversation after agent responds
+
+Think of hooks as "forced automation" - they always run.
+
+## Architecture
+
+```
+┌─────────────────────────────────────────┐
+│  OpenClaw Gateway                         │
+│                                         │
+│  ┌───────────────────────────────────┐ │
+│  │  Hindsight Plugin                 │ │
+│  │                                   │ │
+│  │  • Service: Manages daemon       │ │
+│  │  • Hook: before_agent_start      │ │
+│  │    → Auto-recall (1024 tokens)   │ │
+│  │  • Hook: agent_end               │ │
+│  │    → Auto-capture                │ │
+│  └───────────────────────────────────┘ │
+└─────────────────────────────────────────┘
+                  ↓
+       uvx hindsight-embed
+       • Daemon on port 8889
+       • PostgreSQL (pg0://hindsight-embed)
+       • Bank: 'openclaw' (isolated within shared database)
+       • Fact extraction
+```
+
+**Database Architecture:** All banks share a single pg0 database instance (`pg0://hindsight-embed`). Bank isolation happens within the database via separate tables/schemas per bank ID. The 'openclaw' bank is automatically created when the plugin stores its first memory.
+
+**Local-First Design:**
+- **Your data stays local**: All conversations, facts, and relationships stored in PostgreSQL on your machine
+- **No additional costs**: Reuses your configured LLM provider (OpenAI, Anthropic, Gemini, Groq, Ollama) - no separate memory API charges
+- **No vendor lock-in**: Standard PostgreSQL storage, export anytime with `hindsight-embed memory export`
+- **Works offline**: With Ollama, the entire stack (agent + memory + LLM) runs offline
+- **Zero infrastructure setup**: No database deployment, connection strings, or credential management - everything handled automatically
+
+## Installation
+
+### Prerequisites
+
+- **Node.js** 22+
+- **OpenClaw** with plugin support
+- **uv/uvx** for running `hindsight-embed`
+- **LLM API key** (OpenAI, Anthropic, etc.)
+
+### Setup
+
+```bash
+# 1. Configure your LLM provider
+export OPENAI_API_KEY="sk-your-key"
+openclaw config set 'agents.defaults.models."openai/gpt-4o-mini"' '{}'
+
+# 2. Install and enable the plugin
+openclaw plugins install @vectorize-io/hindsight-openclaw
+
+# 3. Start OpenClaw
+openclaw gateway
+```
+
+On first start, `uvx` will automatically download `hindsight-embed` (no manual installation needed).
 
-Traditional memory systems give agents a `search_memory` tool - but models don't use it consistently. Auto-recall solves this by injecting memories automatically before every turn.
 
 ## Configuration
 
-### Plugin Settings
-
 Optional settings in `~/.openclaw/openclaw.json`:
 
 ```json
@@ -68,8 +150,7 @@ Optional settings in `~/.openclaw/openclaw.json`:
       "hindsight-openclaw": {
         "enabled": true,
         "config": {
-          "daemonIdleTimeout": 0,
-          "embedVersion": "latest"
+          "daemonIdleTimeout": 0
         }
       }
     }
@@ -78,138 +159,143 @@ Optional settings in `~/.openclaw/openclaw.json`:
 ```
 
 **Options:**
-- `daemonIdleTimeout` - Seconds before daemon shuts down from inactivity (default: `0` = never)
-- `embedVersion` - hindsight-embed version (default: `"latest"`)
-- `bankMission` - Custom context for the memory bank (optional)
+- `daemonIdleTimeout` (number, default: `0`) - Seconds before daemon shuts down from inactivity (0 = never)
+- `bankMission` (string, default: auto-generated) - Custom context for the memory bank. Defaults to: "You are an AI assistant helping users across multiple communication channels (Telegram, Slack, Discord, etc.). Remember user preferences, instructions, and important context from conversations to provide personalized assistance."
+- `embedVersion` (string, default: `"latest"`) - hindsight-embed version to use (e.g., `"latest"`, `"0.4.2"`, or leave empty for latest). Use this to pin a specific version if latest is broken.
 
-### LLM Configuration
+## Supported LLM Providers
 
-The plugin auto-detects your LLM provider from these environment variables:
+The plugin auto-detects your configured provider and API key:
 
-| Provider | Env Var | Default Model |
-|----------|---------|---------------|
-| OpenAI | `OPENAI_API_KEY` | `gpt-4o-mini` |
-| Anthropic | `ANTHROPIC_API_KEY` | `claude-3-5-haiku-20241022` |
-| Gemini | `GEMINI_API_KEY` | `gemini-2.5-flash` |
-| Groq | `GROQ_API_KEY` | `openai/gpt-oss-20b` |
-
-**Override with explicit config:**
+| Provider | Environment Variable | Model Example |
+|----------|---------------------|---------------|
+| OpenAI | `OPENAI_API_KEY` | `openai/gpt-4o-mini` |
+| Anthropic | `ANTHROPIC_API_KEY` | `anthropic/claude-sonnet-4` |
+| Gemini | `GEMINI_API_KEY` | `gemini/gemini-2.0-flash-exp` |
+| Groq | `GROQ_API_KEY` | `groq/llama-3.3-70b` |
+| Ollama | None needed | `ollama/llama3` |
 
+Configure with:
 ```bash
-export HINDSIGHT_API_LLM_PROVIDER=openai
-export HINDSIGHT_API_LLM_MODEL=gpt-4o-mini
-export HINDSIGHT_API_LLM_API_KEY=sk-your-key
-
-# Optional: custom base URL (OpenRouter, Azure, vLLM, etc.)
-export HINDSIGHT_API_LLM_BASE_URL=https://openrouter.ai/api/v1
+export OPENAI_API_KEY="sk-your-key"
+openclaw config set 'agents.defaults.models."openai/gpt-4o-mini"' '{}'
 ```
 
-**Example: Free OpenRouter model**
+## Verification
 
+**Check if plugin is loaded:**
 ```bash
-export HINDSIGHT_API_LLM_PROVIDER=openai
-export HINDSIGHT_API_LLM_MODEL=xiaomi/mimo-v2-flash  # FREE!
-export HINDSIGHT_API_LLM_API_KEY=sk-or-v1-your-openrouter-key
-export HINDSIGHT_API_LLM_BASE_URL=https://openrouter.ai/api/v1
+openclaw plugins list | grep hindsight
+# Should show: ✓ enabled │ Hindsight Memory │ ...
 ```
 
-### External API (Advanced)
+**Test auto-recall:**
+Send a message on any OpenClaw channel (Telegram, Slack, etc.):
+```
+User: My name is John and I love pizza
+Bot: Got it! I'll remember that.
 
-To use an existing Hindsight API server instead of the local daemon:
-
-```bash
-export HINDSIGHT_EMBED_API_URL=http://your-server:8000
-export HINDSIGHT_EMBED_API_TOKEN=your-api-token  # Optional, if API requires auth
-
-openclaw gateway
+User: What do I like to eat?
+Bot: You love pizza!  # ← Used auto-recall
 ```
 
-Useful for shared memory across multiple OpenClaw instances or production deployments.
-
-## Inspecting Memories
-
-### Check Configuration
-
-View the daemon config that was written by the plugin:
-
+**View daemon logs:**
 ```bash
-cat ~/.hindsight/embed
-```
-
-This shows the LLM provider, model, and other settings the daemon is using.
-
-### Check Daemon Status
-
-```bash
-# Check if daemon is running
-uvx hindsight-embed@latest daemon status
-
-# View daemon logs
 tail -f ~/.hindsight/daemon.log
 ```
 
-### Query Memories
+**Check memories in database:**
+```bash
+uvx hindsight-embed@latest memory recall openclaw "pizza" --output json
+```
 
+## Inspecting Memories
+
+The plugin uses `hindsight-embed` daemon which provides CLI commands for inspection:
+
+**View daemon logs:**
+```bash
+uvx hindsight-embed@latest daemon logs
+# Or follow logs in real-time:
+tail -f ~/.hindsight/daemon.log
+```
+
+**Open web UI:**
+```bash
+uvx hindsight-embed@latest ui
+# Opens browser to http://localhost:8890
+# Browse memories, facts, entities, and relationships
+```
+
+**List memory banks:**
+```bash
+uvx hindsight-embed@latest bank list
+# Shows all banks including 'openclaw'
+```
+
+**Query memories:**
 ```bash
 # Search memories
-uvx hindsight-embed@latest memory recall openclaw "user preferences"
+uvx hindsight-embed@latest memory recall openclaw "user preferences" --output json
 
 # View recent memories
 uvx hindsight-embed@latest memory list openclaw --limit 10
 
-# Open web UI
-uvx hindsight-embed@latest ui
+# Export all memories
+uvx hindsight-embed@latest memory export openclaw --output memories.json
+```
+
+**Inspect facts and entities:**
+```bash
+# List extracted facts
+uvx hindsight-embed@latest fact list openclaw
+
+# List entities
+uvx hindsight-embed@latest entity list openclaw
+
+# Show entity relationships
+uvx hindsight-embed@latest entity graph openclaw
 ```
 
 ## Troubleshooting
 
-### Plugin not loading
-
+**Plugin not loading?**
 ```bash
-openclaw plugins list | grep hindsight
-# Should show: ✓ enabled │ Hindsight Memory │ ...
+# Check plugin installation
+openclaw plugins list | grep -i hindsight
 
 # Reinstall if needed
 openclaw plugins install @vectorize-io/hindsight-openclaw
 ```
 
-### Daemon not starting
-
+**Daemon not starting?**
 ```bash
 # Check daemon status
 uvx hindsight-embed@latest daemon status
 
-# View logs for errors
-tail -f ~/.hindsight/daemon.log
+# Manually start
+uvx hindsight-embed@latest daemon start
 
-# Check configuration
-cat ~/.hindsight/embed
+# View logs
+tail -f ~/.hindsight/daemon.log
 ```
 
-### No API key error
-
-Make sure you've set one of the provider API keys:
-
+**No API key error?**
 ```bash
-export OPENAI_API_KEY="sk-your-key"
-# or
-export ANTHROPIC_API_KEY="your-key"
+# Set in shell profile
+echo 'export OPENAI_API_KEY="sk-your-key"' >> ~/.zshrc
+source ~/.zshrc
 
-# Verify it's set
+# Verify
 echo $OPENAI_API_KEY
 ```
 
-### Verify it's working
-
-Check gateway logs for memory operations:
-
+**Memories not being stored?**
 ```bash
+# Check gateway logs for auto-capture
 tail -f /tmp/openclaw/openclaw-*.log | grep Hindsight
 
-# Should see on startup:
-# [Hindsight] ✓ Using provider: openai, model: gpt-4o-mini
-
-# Should see after conversations:
+# Should see:
+# [Hindsight Hook] agent_end triggered
 # [Hindsight] Retained X messages for session ...
-# [Hindsight] Auto-recall: Injecting X memories
 ```
diff --git a/hindsight-embed/hindsight_embed/__init__.py b/hindsight-embed/hindsight_embed/__init__.py
index 2fc9c050..bdf9f843 100644
--- a/hindsight-embed/hindsight_embed/__init__.py
+++ b/hindsight-embed/hindsight_embed/__init__.py
@@ -1,3 +1,3 @@
 """Hindsight embedded CLI - local memory operations without a server."""
 
-__version__ = "0.4.7"
+__version__ = "0.4.6"
diff --git a/hindsight-embed/pyproject.toml b/hindsight-embed/pyproject.toml
index 8d65d23f..d2df663e 100644
--- a/hindsight-embed/pyproject.toml
+++ b/hindsight-embed/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "hindsight-embed"
-version = "0.4.7"
+version = "0.4.6"
 description = "Hindsight embedded CLI - local memory operations without a server"
 readme = "README.md"
 requires-python = ">=3.11"
diff --git a/hindsight-integrations/litellm/pyproject.toml b/hindsight-integrations/litellm/pyproject.toml
index 21d56a8b..a9b7e738 100644
--- a/hindsight-integrations/litellm/pyproject.toml
+++ b/hindsight-integrations/litellm/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "hindsight-litellm"
-version = "0.4.7"
+version = "0.4.6"
 description = "Universal LLM memory integration via LiteLLM - works with 100+ providers"
 readme = "README.md"
 requires-python = ">=3.10"
diff --git a/hindsight-integrations/openclaw/package.json b/hindsight-integrations/openclaw/package.json
index f6d2383b..3aad1501 100644
--- a/hindsight-integrations/openclaw/package.json
+++ b/hindsight-integrations/openclaw/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@vectorize-io/hindsight-openclaw",
-  "version": "0.4.7",
+  "version": "0.4.6",
   "description": "Hindsight memory plugin for OpenClaw - biomimetic long-term memory with fact extraction",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",
diff --git a/hindsight/pyproject.toml b/hindsight/pyproject.toml
index 6883af94..704bc886 100644
--- a/hindsight/pyproject.toml
+++ b/hindsight/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "hindsight-all"
-version = "0.4.7"
+version = "0.4.6"
 description = "Hindsight: Agent Memory That Works Like Human Memory - All-in-One Bundle"
 readme = "README.md"
 requires-python = ">=3.11"
diff --git a/scripts/release.sh b/scripts/release.sh
index 622a5a27..3313f2e2 100755
--- a/scripts/release.sh
+++ b/scripts/release.sh
@@ -183,6 +183,10 @@ else
     fi
 fi
 
+# Show changes
+print_info "Changes to be committed:"
+git diff
+
 # Commit changes
 print_info "Committing version changes..."
 git add -A
diff --git a/uv.lock b/uv.lock
index 9fa15c6a..e644ed9e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1295,7 +1295,7 @@ wheels = [
 
 [[package]]
 name = "hindsight-all"
-version = "0.4.7"
+version = "0.4.6"
 source = { editable = "hindsight" }
 dependencies = [
     { name = "hindsight-api" },
@@ -1319,7 +1319,7 @@ provides-extras = ["test"]
 
 [[package]]
 name = "hindsight-api"
-version = "0.4.7"
+version = "0.4.6"
 source = { editable = "hindsight-api" }
 dependencies = [
     { name = "aiohttp" },
@@ -1449,7 +1449,7 @@ dev = [
 
 [[package]]
 name = "hindsight-client"
-version = "0.4.7"
+version = "0.4.6"
 source = { editable = "hindsight-clients/python" }
 dependencies = [
     { name = "aiohttp" },
@@ -1483,7 +1483,7 @@ provides-extras = ["test"]
 
 [[package]]
 name = "hindsight-dev"
-version = "0.4.7"
+version = "0.4.6"
 source = { editable = "hindsight-dev" }
 dependencies = [
     { name = "hindsight-api" },
@@ -1529,7 +1529,7 @@ dev = [
 
 [[package]]
 name = "hindsight-embed"
-version = "0.4.7"
+version = "0.4.6"
 source = { editable = "hindsight-embed" }
 dependencies = [
     { name = "httpx" },