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Mistikguard
Prevent memory hallucinations in your LLM applications
Trustworthy memory system for LLM companions. Prevents memory fabrication with provenance tracking, write gates, and grounding audits. - obscuraknight/mistikguard
Hey everyone!
I'm the maker of Mistikguard. I built it while developing my own local AI companion because I kept running into the same frustrating problem: the model would occasionally "remember" things that were never actually said, and then confidently repeat them later.
Mistikguard is a lightweight Python library that tries to reduce memory fabrication by:
- Distinguishing between facts the **user confirmed** vs what the model just **inferred**
- Using a write gate to block contradictions and self-narration
- Making user corrections more durable with "tombstones"
- Adding an optional grounding audit after responses
It's designed to be simple to integrate and works with Ollama and other local models.
This is still early (v0.1), so I'd love to hear your thoughts especially if you're building AI companions or agents. What kind of memory problems are you running into?
Happy to answer any questions!
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About Mistikguard on Product Hunt
“Prevent memory hallucinations in your LLM applications”
Mistikguard was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #84 on the daily leaderboard. Trustworthy memory system for LLM companions. Prevents memory fabrication with provenance tracking, write gates, and grounding audits. - obscuraknight/mistikguard
Mistikguard was featured in Open Source (68.6k followers), Developer Tools (515.4k followers), Artificial Intelligence (473.1k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 217.9k products, making this a competitive space to launch in.
Who hunted Mistikguard?
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