Update Docs (#3520)

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Deshraj Yadav
2025-09-30 08:41:36 -07:00
committed by GitHub
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commit d68ed11d58
134 changed files with 2193 additions and 2090 deletions
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@@ -8,7 +8,7 @@ iconType: "solid"
## Overview
The `add` operation is how you store memory into Mem0. Whether you're working with a chatbot, a voice assistant, or a multi-agent system, this is the entry point to create long-term memory.
The `add` operation stores memory into Mem0. Whether you're working with a chatbot, a voice assistant, or a multi-agent system, this is the entry point to create long-term memory.
Memories typically come from a **user-assistant interaction** and Mem0 handles the extraction, transformation, and storage for you.
@@ -17,7 +17,7 @@ Mem0 offers two implementation flows:
- **Mem0 Platform** (Managed, scalable, with dashboard + API)
- **Mem0 Open Source** (Lightweight, fully local, flexible SDKs)
Each supports the same core memory operations, but with slightly different setup. Below, we walk through examples for both.
Each supports the same core memory operations, but with slightly different setup.
## Architecture
@@ -37,7 +37,7 @@ When you call `add`, Mem0 performs the following steps under the hood:
3. **Memory Storage**
The result is stored in a vector database (for semantic search) and optionally in a graph structure (for relationship mapping).
You don’t need to handle any of this manually, Mem0 takes care of it with a single API call or SDK method.
You don't need to handle any of this manually - Mem0 takes care of it with a single API call or SDK method.
---
@@ -94,7 +94,7 @@ m = Memory()
messages = [
{"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
{"role": "assistant", "content": "How about a thriller movies? They can be quite engaging."},
{"role": "assistant", "content": "How about thriller movies? They can be quite engaging."},
{"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
{"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
]