Cover Image for πŸš€ Memory Matters: Give Your Agents Long-Term Recall with ZeroDB
Cover Image for πŸš€ Memory Matters: Give Your Agents Long-Term Recall with ZeroDB
AINative Studio - Build with AI - 2025 Personal AI Hackathon: Friday with the pitches πŸ—£οΈ and a Tech Fair πŸŽͺ on Sunday showcasing local AI community.
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πŸš€ Memory Matters: Give Your Agents Long-Term Recall with ZeroDB

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β€‹πŸ§  Class 9: Replay Long-Term Memory with /memory/replay for Multi-Agent Context


​Mastering the AI-Native Stack: Build Faster, Smarter with AI-Powered Tools

​In this final session, we unlock multi-turn memory and long-term context replay using the powerful /memory/replay endpoint. Learn how to help agents remember past conversations, sessions, decisions β€” and use that memory in real time.

​This is the key to building personalized, contextual, and emotionally aware agents.


β€‹πŸ§  What You’ll Learn

β€‹βœ… How to store and retrieve session memory
βœ… How to structure prompts that leverage replayed context
βœ… How to filter and score memory for relevance
βœ… How to inject replayed memory into your MCP workflows
βœ… How to build agents that learn over time


β€‹πŸ§‘β€πŸ’» Live Coding

  • ​Save agent interactions as memory entries

  • ​Use /memory/replay to retrieve top matches

  • ​Combine replay with vector + recency scoring

  • ​Inject replayed memory into an LLM call or agent decision


β€‹βš™οΈ Tools We’ll Use

  • β€‹πŸ”„ /memory/replay endpoint

  • β€‹πŸ§  ZeroDB’s vector + metadata filter system

  • β€‹πŸ§° LangChain / Autogen memory integrations

  • β€‹πŸ§¬ Agent feedback + reinforcement flow


​πŸ‘₯ Who Should Attend

  • ​Autonomous agent builders

  • ​AI UX engineers creating personalized apps

  • ​Anyone building contextual copilots or AI companions

  • ​Developers implementing multi-session workflows


β€‹πŸ—“ When?

​Every Sunday β€” Final Session
Includes memory indexing labs, MCP memory injection demos, and user tracing walkthroughs.


β€‹πŸŽ― Why Join This Class?

β€‹πŸ§  Build smarter agents that remember
πŸ“ˆ Increase user satisfaction and retention with contextual recall
πŸ” Enable complex workflows that span multiple sessions
πŸ” Power your own GPT-style memory backend


β€‹βœ… Class Take Aways

  • ​Agent memory schema template

  • ​Live MCP memory injection demo

  • ​Vector + recency hybrid replay recipe

  • ​Starter kit: Persistent agent memory for ZeroDB


β€‹πŸ“Œ Sign Up Now

​Spaces are limited β€” claim your ZeroDB vector storage workshop seat! πŸ‘‰ Reserve Your Spot

AINative Studio - Build with AI - 2025 Personal AI Hackathon: Friday with the pitches πŸ—£οΈ and a Tech Fair πŸŽͺ on Sunday showcasing local AI community.
Hosted By
1 Going