Fix memory_prompt to handle non-existent sessions and update repo references

- memory_prompt now creates temporary empty WorkingMemory for missing sessions instead of failing
- Update GitHub repository URLs from redis-memory-server to agent-memory-server
- Update directory references in quick-start guide

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>

Author: abrookins

agent_memory_server/api.py

@@ -886,6 +886,19 @@ async def memory_prompt(
 
         logger.debug(f"Found working memory: {working_mem}")
 
+        # Create empty working memory if session doesn't exist
+        if not working_mem:
+            working_mem = WorkingMemory(
+                session_id=params.session.session_id,
+                namespace=params.session.namespace,
+                user_id=params.session.user_id,
+                messages=[],
+                memories=[],
+            )
+            logger.debug(
+                f"Created empty working memory for session: {params.session.session_id}"
+            )
+
         if working_mem:
             if working_mem.context:
                 # TODO: Weird to use MCP types here?

docs/quick-start.md

@@ -28,8 +28,8 @@ pip install agent-memory-client
 pip install uv
 
 # Clone the repository to run the server locally
-git clone https://github.com/redis/redis-memory-server.git
-cd redis-memory-server
+git clone https://github.com/redis/agent-memory-server.git
+cd agent-memory-server
 
 # Install server dependencies
 uv sync
@@ -290,7 +290,7 @@ Add to your Claude Desktop config:
       "command": "uv",
       "args": [
         "--directory",
-        "/path/to/redis-memory-server",
+        "/path/to/agent-memory-server",
         "run",
         "agent-memory",
         "mcp",

mkdocs.yml

@@ -61,7 +61,7 @@ theme:
 extra:
   social:
     - icon: fontawesome/brands/github
-      link: https://github.com/redis/redis-memory-server
+      link: https://github.com/redis/agent-memory-server
     - icon: fontawesome/brands/docker
       link: https://hub.docker.com/r/redislabs/agent-memory-server