I tried to preserve my grandmother's mind. It became a dev tool
TrueMemory is a new memory system designed for AI agents that allows them to remember user preferences and conversations across sessions. It operates locally on a single SQLite file, ensuring user data remains private and secure. The system has been benchmarked against other memory systems and shows superior performance in various tests.
- ▪TrueMemory remembers everything across sessions, including facts, preferences, and decisions.
- ▪It achieves high scores on major benchmarks, outperforming other live-retrieval memory systems.
- ▪The system runs locally without the need for cloud services or API keys, ensuring user privacy.
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Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | GitHub |
| Canonical URL | https://github.com/buildingjoshbetter/TrueMemory |
| Publication time | Fri, 22 May 2026 04:48:15 +0000 |
| Retrieval time | 2026-05-22T05:02:00.539Z |
| Last seen | 2026-05-22T05:02:00.539Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | pBVlJ8RuboKi |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
A living memory system for AI agents. Long-horizon recall on commodity hardware. What is TrueMemory? · Quick Start · Edge / Base / Pro · Architecture · Benchmarks · API · Docs · FAQ 💡 What is TrueMemory? Remembers everything across sessions. Facts, preferences, decisions, corrections. Your AI finally knows who you are. 93.0% on LoCoMo, 92.0% on LongMemEval, SOTA on BEAM-1M. Beats every live-retrieval memory system across three major benchmarks. Independently reproducible. Runs locally on a single SQLite file. Zero cloud, zero API keys for Edge and Base tiers. Your memories never leave your machine. Neuroscience-inspired architecture. Six retrieval layers plus an encoding gate that filters noise from signal before anything gets stored.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.