Friday, August 1, 2025
  • Login
  • Register
Technology Tutorials & Latest News | ByteBlock
  • Home
  • Tech News
  • Tech Tutorials
    • Networking
    • Computers
    • Mobile Devices & Tablets
    • Apps & Software
    • Cloud & Servers
    • IT Careers
    • AI
  • Reviews
  • Shop
    • Electronics & Gadgets
    • Apps & Software
    • Online Courses
    • Lifetime Subscription
No Result
View All Result
Tech Insight: Tutorials, Reviews & Latest News
No Result
View All Result
Home News Google

Remember this: Agent state and memory with ADK

August 1, 2025
in Google
0 0
0

For instance, our Python Tutor agent might want to store quiz scores over time: how has the student improved? Long-term memories could also help the agent develop a personalized learning plan for the student: what topics has the student consistently struggled with? 

ADK offers two ways to store these long-term memories. The default way is in memory, by using an InMemoryMemoryService. Here, all sessions are stored raw (with the full conversation thread), and can be retrieved by the agent in further sessions using a basic keyword search. This method is good for local development, but it has the same pitfall as the InMemorySessionService: if ADK restarts or crashes, all memories are lost forever. Another downside to this method is if you have a lot of past user sessions, and you’re retrieving the session’s event history in its raw form, you could overwhelm your agent’s model with too much context.  

Luckily, ADK provides a way to store long-term memories persistently outside the ADK runtime, and that’s with a VertexAIMemoryBankService. This memory service uses Vertex AI Memory Bank (Preview) to intelligently store and retrieve memories from past user interactions. 

Memory Bank uses the Gemini model to extract key information from session data, to store just the key memories for future use:

ShareTweetShare
Previous Post

Sex toy maker Lovense threatens legal action after fixing security flaws that exposed users’ data

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

You might also like

Remember this: Agent state and memory with ADK

August 1, 2025

Sex toy maker Lovense threatens legal action after fixing security flaws that exposed users’ data

August 1, 2025

I’ve Been Reviewing Laptops for a Decade. These Are My Picks for College Students

August 1, 2025

Introducing audit-only mode for Access Transparency

August 1, 2025

Fundamental Research Labs nabs $30M+ to build AI agents across verticals

August 1, 2025

Inside Jeffrey Epstein’s Forgotten AI Summit

August 1, 2025
monotone logo block byte

Stay ahead in the tech world with Tech Insight. Explore in-depth tutorials, unbiased reviews, and the latest news on gadgets, software, and innovations. Join our community of tech enthusiasts today!

Stay Connected

  • Home
  • Tech News
  • Tech Tutorials
  • Reviews
  • Shop
  • About Us
  • Privacy Policy
  • Terms & Conditions

© 2024 Byte Block - Tech Insight: Tutorials, Reviews & Latest News. Made By Huwa.

Welcome Back!

Sign In with Google
Sign In with Linked In
OR

Login to your account below

Forgotten Password? Sign Up

Create New Account!

Sign Up with Google
Sign Up with Linked In
OR

Fill the forms below to register

*By registering into our website, you agree to the Terms & Conditions and Privacy Policy.
All fields are required. Log In

Retrieve your password

Please enter your username or email address to reset your password.

Log In
  • Login
  • Sign Up
  • Cart
No Result
View All Result
  • Home
  • Tech News
  • Tech Tutorials
    • Networking
    • Computers
    • Mobile Devices & Tablets
    • Apps & Software
    • Cloud & Servers
    • IT Careers
    • AI
  • Reviews
  • Shop
    • Electronics & Gadgets
    • Apps & Software
    • Online Courses
    • Lifetime Subscription

© 2024 Byte Block - Tech Insight: Tutorials, Reviews & Latest News. Made By Huwa.

Login