aru-labs/lossless-memory

Lossless long-term memory for a personal AI: never summarize, keep every line, put a timestamp on everything.

AI agentsPython#ai-memory#conversational-ai#fts5#llm-memory#long-term-memory

3.7 Early signal Magnitude out of 10. Star growth looks organic. Data as of September 21, 2026.

About the project

Local long-term memory for a personal AI: keeps every conversation line without summarization, with timestamps and time-first, words-second search.

Useful for

Find what was discussed yesterday evening about the budget via a time-scoped query
Restore conversation context after window compaction using the LLL index
Rebuild FTS5 and sqlite-vec indexes from raw JSONL logs

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

32 stars so far today, about 44 expected by the end of the day. The usual pace is 0 per day, so that's 44× as much.
Before this, the repository barely got any stars — about 0 per day.
The repository is 17 days old and already has 33 stars.
Hacker News: “Show HN: Lossless-memory – a personal AI memory that never summarizes” — 17 points, 2 h ago.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 37
Stars in a day: 44
Forks: 4
Issues and pull requests: 0
Watchers: 1
Language: Python
License: MIT
Created: September 4, 2026
Last push: September 5, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions

Show HN: Lossless-memory – a personal AI memory that never summarizes17 points, September 21, 2026

Spotted in

September 21, 2026Spotted on Hacker News

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/aru-labs/lossless-memory.svg?lang=en)](https://gitnova.dev/en/r/aru-labs/lossless-memory)

Similar projects

9.5
zai-org/ZCode
Z.ai's coding agent workbench: an Electron desktop app, browser UI and terminal Agent CLI. The repo contains the client, backend, shared UI and the agent CLI/runtime sources.

BreakoutAI agentsTypeScript+2,261 stars in a day
9.3
NandhaKishorM/laya
Laya is a non-autoregressive decision engine that answers typed questions (choice, score, noul) over any state (text, email, ticket, JSON) in a single forward pass (~35 ms on GPU) with calibrated probabilities.

BreakoutAI agentsPython+3,949 stars in a day
8.8
browser-use/jev-ultrafast
A browser agent with a dynamic, indexed action space: given one natural-language goal it picks an operation (CLICK, TYPE_TEXT, SELECT, etc.) and an element, using a small LLM to generate text only for typing.

BreakoutAI agentsPython+2,629 stars in a day
7.5
Finderchangchang/jev-chat-JARVIS
Android app that reads the on-screen chat via AccessibilityService, judges the other side's intent with the Jev model, and shows 3 ranked reply drafts in a translucent overlay. Replies are filled into the input box but…

Early signalAI agentsKotlin+457 stars in a day
7.4
trycua/cua
Open-source toolkit for computer-use agents: cloud and local desktops, an app automation driver, and benchmarks for training and evaluation. For those giving AI agents control of a computer.

BreakoutAI agentsHTML+387 stars in a day
7.2
typesafe-ai/skills
Agent skills for building with TypeSafe's System One API: typed decisions and probabilities for LLM agents. Installs as a Claude Code plugin or via skills.sh.

Early signalAI agents+275 stars in a day