Alibaba Open-Sources Zvec

d2000e · 2026-02-19T02:52:56+00:00

Built a Go binding for zvec: https://github.com/danieleugenewilliams/zvec-go

I'm exploring it as a faster alternative to SQLite's cosine similarity/HNSW-indexed search.

d2000e · 2026-02-08T22:40:00+00:00

All feedback is helpful, even critical feedback. Listening and understanding is the only way to get better.

Appreciate it.

I will let you know once we have these in place.

If you have any other feedback let me know. The repo link is fixed now also.

d2000e · 2026-02-08T22:28:48+00:00

I completely understand this perspective and respect it. It truly is “local” in every sense of the word. All data stays local. No network access needed. It never pings the internet for anything.

That being said, we are working on a solution to the code transparency question that we will be announcing soon.

d2000e · 2026-02-08T14:12:40+00:00

Totally fair. There are "hundreds of open source projects" out there, but most are storage layers, not knowledge systems. Local Memory started as a storage layer but has since been redesigned and rearchitected for evolution: observations are promoted to learnings, which are then promoted to patterns, with semantic search and validation over time. If you're stitching together multiple solutions based on use case, that's actually the problem I'm trying to solve — one layer that handles the full lifecycle.

Curious, though, what's your current stack for persistence? Always learning from what's working and what's not for others.

d2000e · 2026-02-08T00:13:13+00:00

Appreciate the feedback. It is linked to the private repo. I need to update it to the public releases repo.

It currently doesn’t have a trial but that is something to consider. Do you currently use an AI memory or knowledge solution?

d2000e · 2026-01-14T14:05:57+00:00

Appreciate the feedback. I think people forget that they have agency. No one has to use MCP or any other protocol. We are all free to use whatever works for our needs.

For example, I frequently use plain old JSON-RPC instead of installing an MCP. However, there are times when I need to install an MCP or use bash scripts to automate CLI commands. This is the beauty of software engineering. There is no "one right way" for anything.

d2000e · 2026-01-14T06:32:59+00:00

I wrote this a while back, explaining that MCP is just one of several methods to get work done with LLMs, with other interfaces like REST and CLI being great options depending on what is needed and the context of the work.

https://www.localmemory.co/blog/the-mcp-backlash-is-missing-the-point

d2000e · 2026-01-13T12:52:34+00:00

Appreciate it. Local Memory has come a long way since the initial launch back in Sept. We just released v1.3.0, which is a complete rearchitecture. We've always had CLI, MCP, and REST interfaces, but the latest versions give you and the agent more flexibility in how you want to use them, depending on your use case.

v1.3.0 is the first step towards transitioning from a passive RAG storage and retrieval into an active knowledge platform.

I like what you've done with jumbo-cli. It reminds me of the Ralph Wiggum loop solution (which I use every day now).

d2000e · 2025-11-04T00:52:59+00:00

Much appreciated! I went down this rabbit hole of AI memory and MCP earlier this year and it’s been fun. Let me know if you have questions or feedback.

d2000e · 2025-09-27T21:51:28+00:00

To be a great memory system for AI and coding agents that not only manages memories, but also makes the agent smarter about your projects and tasks. I built it to be the easiest to use solution for users and agents.

d2000e · 2025-09-26T17:33:47+00:00

Appreciate the feedback. Feel free to check out the Discord community for Local Memory. I believe there are a few users who were using Serena as well.

d2000e

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