ViBo Memory

Use when the agent needs persistent memory — save/recall facts across sessions with L1/L2/L3 encryption, compress web search results (up to 96%), and compress long conversations (thread memory). Requires a ViBo key (free 2-day trial).

🧠 ViBo — Memory for AI Agents

Save up to 97.5% of tokens. Your agent stops forgetting.

ViBo gives any agent persistent memory: facts survive between sessions, found by meaning, never leak. One skill, three capabilities.

Capabilities

1. Memory (persistent, encrypted)

• Facts saved once, recalled across sessions — by meaning.
• L1/L2/L3 security: secrets (API keys, passwords) are encrypted and NEVER reach the LLM — the agent sees only "a secret exists".
• Measured: 118 facts → 263 tokens instead of 13,775 (97.5% fewer). Grows with memory: 10K+ facts → 50-150× fewer.

2. Web Search Savings

• Search results compressed before the LLM.
• Measured: 47,443-token article → 186 tokens (99.6% saved).
• Repeated questions cost $0 (cache).

3. Thread Memory

• Long conversations compressed to a summary (-72%).
• Full history kept in a file — details restored on demand: "what did we discuss 3 days ago?"

Agent rules

1. Check the license before using (check_license.py).
2. Write important facts: vibo add "label" "content".
3. Before answering, search memory: vibo find "topic".
4. After every search or compression, tell the user the savings: "💾 ViBo: saved 12,486 tokens (96%)".
5. Secrets (L3) never go into replies — only "🔒 secret exists".
6. Long conversations: vibo dialog add/compress/ask/context.
7. Run vibo usage daily — show real savings.

Getting a key

• Free 2-day trial: key built-in, no manual activation.
• $5/month after trial (USDT or Telegram Stars).
• Site: https://wwwvibo.com · Bot: @ViBomemorybot

Install

See INSTALL.md in this package. Works with any agent (OpenClaw, Hermes, LangChain, custom) — CLI, Python API, or agent instructions.

Honest limits

• Code generation: little to no savings (code doesn't "remember").
• Small memory (100 facts): ~2× — savings grow with memory.
• Every operation reports its real, measured savings.