Examples
Runnable agents built with the Google ADK and Redis. Each links to its source
directory and explains what it demonstrates.
Memory and Sessions
| Example |
What it shows |
| Simple Redis memory |
Minimal agent with RedisWorkingMemorySessionService and RedisLongTermMemoryService. |
| Fitness coach (MCP) |
MCP-based memory with McpToolset and Agent Memory Server. |
| Travel agent (hybrid) |
Framework-managed sessions + memory with vector search over travel docs. |
| Travel agent (tools) |
Same travel agent using LLM-controlled memory tools instead of framework services. |
Search
| Example |
What it shows |
| Redis search tools |
Vector, text, and range search tools in one agent. |
| SQL search |
RedisSQLSearchTool answering catalog questions via parameterized SQL. |
| RedisVL MCP search |
Same knowledge base served via rvl mcp over MCP. |
Semantic Caching