diff --git a/.env.example b/.env.example
index 82d9abd..b915aed 100644
--- a/.env.example
+++ b/.env.example
@@ -25,6 +25,10 @@ REDIS_MEMORY_DB=1
 REDIS_BENCHMARK_DB=6
 REDIS_TIMEOUT=5
 
+# Qdrant Configuraton
+QDRANT_HOST=qdrant
+QDRANT_PORT=6333
+
 # Logging
 LOG_LEVEL=INFO
 ENABLE_BENCHMARKS=true
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d8ca146..0674617 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [1.3.1] - 2025-12-14
+
+### Fixed
+
+- **Memory**: Add biographer to delegation wrappers (was returning raw tools causing Ollama error)
+- **Config**: Add Qdrant host/port to .env.example
+
 ## [1.3.0] - 2025-12-14
 
 ### Fixed
diff --git a/README.md b/README.md
index 300c68d..e3bd330 100644
--- a/README.md
+++ b/README.md
@@ -432,7 +432,7 @@ For LLM agent development guidelines and architectural decisions, see [AGENTS.md
 
 ## Version
 
-Current version: **1.3.0** - Memory system fixes and Redis config cleanup
+Current version: **1.3.1** - Biographer delegation fix
 
 ---
 
diff --git a/pyproject.toml b/pyproject.toml
index 7000841..22e7925 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "tatlock"
-version = "1.3.0"
+version = "1.3.1"
 description = "OpenAI-compatible API with Ollama backend"
 requires-python = ">=3.12"
 dependencies = []
diff --git a/src/core/household_registry.py b/src/core/household_registry.py
index e0ac085..9373ac2 100644
--- a/src/core/household_registry.py
+++ b/src/core/household_registry.py
@@ -223,12 +223,12 @@ class HouseholdRegistry:
             >>> # Returns: [delegate_to_librarian, calculate, datetime, ...]
             >>> # Instead of: [hybrid_search, search_wiki, create_wiki_page, ... (16 tools)]
         """
-        from src.agents.delegation import delegate_to_librarian
+        from src.agents.delegation import delegate_to_librarian, delegate_to_biographer
 
         # Map of expert names to their delegation wrappers
         delegation_wrappers = {
             "librarian": delegate_to_librarian,
-            # Future: "memory": delegate_to_memory,
+            "biographer": delegate_to_biographer,
             # Future: "home_automation": delegate_to_home_automation,
         }