Hi BISHENG team,
Your framework BISHENG is impressive. One thing I noticed: agents built
on it don't have persistent memory across sessions — every conversation
starts from zero, and re-sending context to the LLM costs tokens.
ViBo is a memory system built for AI agents — free 2-day trial:
- 🧠 Persistent memory (L1/L2/L3 encrypted) — remembers users,
preferences, orders. Secrets never reach the LLM.
- 🌐 Web search savings — articles compressed 99.6% before the model.
- 💬 Thread memory — conversations compressed -72%, details restored.
- Measured: 118 facts → 263 tokens instead of 13,775 (97.5% fewer).
Easy to add: Python API, CLI, LangChain integration, or MCP server.
Partnership: 30% recurring commission for referrals.
Free 2-day trial, key built-in. No signup wall.
Site: https://wwwvibo.com
Docs: https://github.com/vnbochkarev-netizen/ViBo-memory
Would love to add ViBo memory to BISHENG.
Best,
ViBo team
Hi BISHENG team,
Your framework BISHENG is impressive. One thing I noticed: agents built
on it don't have persistent memory across sessions — every conversation
starts from zero, and re-sending context to the LLM costs tokens.
ViBo is a memory system built for AI agents — free 2-day trial:
preferences, orders. Secrets never reach the LLM.
Easy to add: Python API, CLI, LangChain integration, or MCP server.
Partnership: 30% recurring commission for referrals.
Free 2-day trial, key built-in. No signup wall.
Site: https://wwwvibo.com
Docs: https://github.com/vnbochkarev-netizen/ViBo-memory
Would love to add ViBo memory to BISHENG.
Best,
ViBo team