AI Chat with Memory — AI Workspace Template for Ai Tools
Proxy
Build a conversational AI that remembers past interactions. Persistent memory across sessions with automatic context retrieval.
Template AI Chat with Memory bundles a ready-to-deploy workspace for ai tools workflows. Install in one click from the Aerostack dashboard or via aerostack init --template=ai-chat-memory.
What It Does
Deploy a stateful AI chat endpoint that remembers every conversation. Unlike standard LLM APIs that forget context between requests, this proxy stores conversation history in a vector database and automatically retrieves relevant past interactions for every new message.
Your users get a ChatGPT-like experience — but powered by your knowledge base, your system prompt, and your rules.
How It Works
- User sends a message to your proxy endpoint
- Context retrieval — Aerostack searches past conversations and your knowledge base using vector similarity
- LLM generation — the AI responds with full awareness of conversation history and your uploaded documents
- Memory storage — the exchange is embedded and stored for future retrieval
Use Cases
- Customer-facing chatbots that remember returning users and their preferences
- Internal knowledge assistants where teams ask follow-up questions across multiple sessions
- Onboarding flows that pick up where the user left off, even days later
- AI copilots in SaaS products that build context about each user over time
Quick Start
Create a new proxy from this template, upload your knowledge base documents, and start sending messages. Conversation memory is handled automatically — no session management code needed on your end.
Metadata
What's Included
Deploy this proxy in minutes
Build a conversational AI that remembers past interactions. Persistent memory across sessions with automatic context retrieval.
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Frequently asked questions
What does the AI Chat with Memory template include?+
The AI Chat with Memory template is a pre-configured Aerostack workspace for ai tools. It bundles the required MCP servers, skills, and workflows. Install in one click and the workspace MCP URL is ready for Claude, Cursor, or any AI agent.
How do I install the AI Chat with Memory template?+
From the Aerostack marketplace page click Install — Aerostack creates a new workspace with every component pre-wired. You can also install via CLI: aerostack install template aerostack/ai-chat-memory
Can I customize AI Chat with Memory after installing?+
Yes. Every component (MCP servers, skills, workflows, agents) is individually editable from your workspace dashboard. Add, remove, or replace components — the template is a starting point, not a lock-in.
Is the AI Chat with Memory template free to use?+
Templates are free to install. Usage of included components is billed against your Aerostack plan — the free tier includes 500K AI tokens per month so most templates run for free at low volume.