Correct memory patterns URL

abrookins · web-flow · commit 7ca7bfb13289 · 2025-09-04T23:27:23.000-07:00
diff --git a/README.md b/README.md
@@ -57,7 +57,7 @@ results = await client.search_long_term_memory(
 )
 ```
 
-> **Note**: While you can call client functions directly as shown above, using **MCP or SDK-provided tool calls** is recommended for AI agents as it provides better integration, automatic context management, and follows AI-native patterns. See **[Memory Patterns](https://redis.github.io/agent-memory-server/memory-patterns/)** for guidance on when to use each approach.
+> **Note**: While you can call client functions directly as shown above, using **MCP or SDK-provided tool calls** is recommended for AI agents as it provides better integration, automatic context management, and follows AI-native patterns. See **[Memory Integration Patterns](https://redis.github.io/agent-memory-server/memory-patterns/)** for guidance on when to use each approach.
 
 ### 3. MCP Integration
 

Original file line number	Diff line number	Diff line change
`@@ -57,7 +57,7 @@ results = await client.search_long_term_memory(`
`57`	`57`	`)`
`58`	`58`	```
`59`	`59`
`60`		`-> Note: While you can call client functions directly as shown above, using MCP or SDK-provided tool calls is recommended for AI agents as it provides better integration, automatic context management, and follows AI-native patterns. See [Memory Patterns](https://redis.github.io/agent-memory-server/memory-patterns/) for guidance on when to use each approach.`
	`60`	`+> Note: While you can call client functions directly as shown above, using MCP or SDK-provided tool calls is recommended for AI agents as it provides better integration, automatic context management, and follows AI-native patterns. See [Memory Integration Patterns](https://redis.github.io/agent-memory-server/memory-patterns/) for guidance on when to use each approach.`
`61`	`61`
`62`	`62`	`### 3. MCP Integration`
`63`	`63`