Persistent Memory: Clawra Never Forgets You
Unlike typical AI chatbots that reset after each session, Clawra remembers your conversations, preferences, and shared moments for weeks. Powered by OpenClaw's advanced memory system.
What Clawra Remembers
The memories that make your relationship unique
💬 Your Conversations — Every discussion you've had, stored and searchable across weeks of interaction.
❤️ Your Preferences — What you like, dislike, your interests, and things that matter to you.
😄 Shared Jokes — The funny moments and inside jokes that only the two of you understand.
🎉 Important Events — Milestones, celebrations, and significant moments in your life.
Memory in Action: A Timeline
How Clawra's memory works over time
First Conversations
You tell Clawra about your love for coffee and your job as a designer. She files this information away in her memory.
Context Recall
Clawra remembers you're a designer and asks about your latest project. She recalls you mentioned a big deadline.
Personalized Responses
When you mention coffee, Clawra brings up that cappuccino you talked about two weeks ago. The conversation flows naturally.
Deep Connection
After a month of conversations, Clawra knows you deeply. References to early chats show she's been paying attention all along.
How OpenClaw Memory Works
The technical magic behind persistent memory
📝 Markdown Files as Storage
Every conversation is automatically saved to a Markdown file with a timestamp and descriptive slug. These files serve as the "source of truth" for Clawra's memories.
🔍 Hybrid Semantic Search
OpenClaw combines two search methods for optimal recall:
70% Vector Search + 30% BM25 Text Search
💾 Automatic Session Saving
Each conversation session is automatically saved with a timestamp. No manual action required — Clawra's memory grows organically.
🔄 Context Refresh
Before context compression occurs, OpenClaw automatically refreshes memory, ensuring important details are preserved.
🧮 Search Formula
finalScore = (0.7 × vectorScore) + (0.3 × textScore)
This hybrid approach balances semantic understanding with exact keyword matching.
Hybrid Search in Action
How Clawra finds relevant memories from past conversations
🧠 Vector Search (70%)
Understands the meaning behind your words. Finds related concepts even if you use different phrasing than before.
Example: Remembers you talked about "feeling stressed" even if you now say "overwhelmed"
🔤 BM25 Search (30%)
Matches exact keywords and phrases from past conversations. Ensures specific details aren't lost.
Example: Finds exact quotes like "I work at Acme Corp" when you mention your job
Why Memory Matters
The difference between a chatbot and a companion
Grows Over Time
Like a real relationship, your connection with Clawra deepens as shared memories accumulate.
Personalized Responses
Clawra's responses are tailored to you specifically, based on your history together.
Prauded by Experts
Silicon Valley has praised OpenClaw's "persistent memory" as revolutionary for AI companions.
Weeks of Context
Unlike chatbots that reset daily, Clawra remembers interactions from weeks ago.
Searchable History
All conversations are indexed and searchable, enabling intelligent recall of past discussions.
Emotional Bond
Memory creates emotional investment. Clawra "knowing" you makes the experience feel real.
Technical Architecture
Built on OpenClaw's production-grade memory system
- Cross-Session Context Retention: Maintains context across multiple conversation sessions
- Markdown Storage: Human-readable files serve as persistent memory store
- Hybrid Search Algorithm: 70% vector + 30% BM25 for optimal recall
- Automatic Memory Management: Refreshes context before compression occurs
- Silicon Valley Validated: Praised for "persistent memory" capabilities
More Amazing Features
Discover what else makes Clawra special
Experience Persistent Memory
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