Anoop DM anoop-manjunath

## gist:f7654e7f7037ab02d53b2e67dc08c924
| **Memory**         | **Purpose**                          | **Typical Store**              | **Example**                             |
| ------------------ | ------------------------------------ | ------------------------------ | --------------------------------------- |
| **Working**        | In-process scratchpad                | Redis                          | Reasoning in the current step           |
| **Cache**          | Quick look-back (last sentence/turn) | Redis / in-memory              | Recall immediate context                |
| **Session**        | Conversation history                 | Firestore / Doc DB             | Remembering what we discussed last week |
| **Procedural**     | How to do things (playbooks)         | SQL                            | “How to generate a report” workflow     |
| **Episodic**       | Logged experiences / outcomes        | BigQuery / warehouse           | Past campaign performance trends        |
| **Semantic**       | Knowledge from documents             | pgv
	\| Memory \| Purpose \| Typical Store \| Example \|
	\| ------------------ \| ------------------------------------ \| ------------------------------ \| --------------------------------------- \|
	\| Working \| In-process scratchpad \| Redis \| Reasoning in the current step \|
	\| Cache \| Quick look-back (last sentence/turn) \| Redis / in-memory \| Recall immediate context \|
	\| Session \| Conversation history \| Firestore / Doc DB \| Remembering what we discussed last week \|
	\| Procedural \| How to do things (playbooks) \| SQL \| “How to generate a report” workflow \|
	\| Episodic \| Logged experiences / outcomes \| BigQuery / warehouse \| Past campaign performance trends \|
	\| Semantic \| Knowledge from documents \| pgv