# AI Memory for Personal Assistants

Build AI assistants that truly know their users. Remember preferences, habits, and context across every conversation.

## The challenge

### Every day is day one

Personal assistants forget everything between sessions. Users re-explain preferences, projects, and context every time.

### No personalization

Without memory, the assistant gives generic responses that don't reflect the user's unique needs and style.

### Can't learn habits

The assistant can't recognize patterns in the user's behavior — daily routines, recurring tasks, or preferred workflows.

### No relationship building

AI companions feel shallow because they don't accumulate shared experiences or inside references.

## How Mengram solves it

### Deep personalization

Semantic memory stores preferences, interests, and personal details. The AI knows the user inside and out.

### Shared history

Episodic memory remembers conversations, decisions, and events. The AI references past interactions naturally.

### Learned routines

Procedural memory captures daily workflows, recurring tasks, and preferred processes that evolve over time.

### Cognitive Profile

One API call generates a system prompt with the user's full context — making every LLM instantly personalized.

## Quick implementation

```
from mengram import Mengram

m = Mengram(api_key="mg-...")

# Morning check-in — AI remembers everything
profile = m.profile(user_id="alice")
# "Alice is a product manager at Acme Corp. She prefers morning standup
#  summaries with bullet points. She's working on the Q1 launch...
#  Yesterday she reviewed the design specs and had feedback on the nav..."

# After each conversation, memory grows
m.add("Alice asked me to remind her about the design review on Friday. 
      "She also mentioned she prefers Figma links over screenshots.",
      user_id="alice")

# Next session: the AI remembers the reminder and preference
memories = m.search("design review", user_id="alice")
```

## Results

100%

Context retention

∞

Session continuity

3 types

Memory depth

## Build personal assistant agents with memory

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