Give Long Term Memory for AI Agents, Here is how
Skills:
Tool Use & Function Calling90%
๐ Welcome to an exciting journey into AI memory integration with mem0! ๐
In this video, we'll explore how to enhance your AI agents by integrating long-term memory using mem0, previously known as EmbedChain. mem0: Give Long Term Memory for AI Agents, Here is how
By the end of this tutorial, you'll be able to:
๐น Implement multi-level memory in AI agents
๐น Achieve adaptive personalisation
๐น Utilise a developer-friendly API for seamless integration
๐น Ensure cross-platform consistency
๐น Run mem0 locally on your computer
๐ง Steps Covered in This Video:
Installation and Setup
pip install mem0ai
Export your OpenAI API key
Initialise mem0 Memory
Import and initialise the memory function
Storing and Retrieving Memory
Store memory from unstructured text
Retrieve all stored memories
Searching and Updating Memory
Perform semantic searches within memory
Update existing memories
Deleting Memory and Viewing History
Delete specific memories
View change history of memories
Integration with AI Agents
Create tools and agents for memory handling
Example using Praison AI tools creator for enhanced functionality
๐ Links:
Patreon: https://patreon.com/MervinPraison
Ko-fi: https://ko-fi.com/mervinpraison
Discord: https://discord.gg/nNZu5gGT59
Twitter / X : https://twitter.com/mervinpraison
GPU for 50% of it's cost: https://bit.ly/mervin-praison Coupon: MervinPraison (50% Discount)
Code: https://mer.vin/2024/07/mem0-and-praison-ai-integration/
https://mer.vin/2024/07/mem0-example-code/
๐ ๏ธ Tools Used:
mem0 (EmbedChain)
OpenAI API
Praison AI
Various Python libraries
๐ Resources:
mem0 Documentation
OpenAI API Key Generation
Praison AI Tools
๐ Don't forget to like, share, and subscribe for more AI tutorials!
๐ Hit the bell icon to stay updated with the latest content!
Timestamps:
0:00 - Introduction and Overview
0:26 - Features and Benefits of mem0
1:00 - Installation and Setup
1:26 - Initialising mem0 Memory
1:57 - Storing and Retrieving Memory
2:42 - Searching for Memories
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Chapters (6)
Introduction and Overview
0:26
Features and Benefits of mem0
1:00
Installation and Setup
1:26
Initialising mem0 Memory
1:57
Storing and Retrieving Memory
2:42
Searching for Memories
๐
Tutor Explanation
DeepCamp AI