RuiZhou-cn/memory-over-maps
[IROS'26] Memory Over Maps: 3D Object Localization Without Reconstruction
- Stars
- 68
- Forks
- 2
- Open issues
- 0
- Last push
- 1mo ago
memory-over-maps star history
+0 this week
About memory-over-maps
memory-over-maps is a free, open-source RAG and AI search tool by RuiZhou-cn, written mainly in Python. [IROS'26] Memory Over Maps: 3D Object Localization Without Reconstruction. It has 68 GitHub stars and 2 forks, and was last updated 1mo ago. It's released under the Apache-2.0 license, a standard open-source license. According to the project, it works on macOS.
- License
- Apache-2.0
- Commercial use
- Commercial OK
- Language
- Python
- Stars
- 68
- Last update
- 1mo ago
- Runs on Mac
- Yes (as stated by the project)
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Not stated
Similar free tools
memory-lancedb-pro4.5k stars · Enhances OpenClaw agents with long-term memory and context recall.
memory-os1.4k stars · A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.
m_flow4.5k stars · M-flow uses graph reasoning to score evidence paths for retrieval-augmented generation.
kernel-memory2.2k stars · Efficiently indexes datasets for Retrieval-Augmented Generation and semantic search.
Phidias-Diffusion297 stars · [ICLR 2025] Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
memvid17k stars · Provides persistent, model-agnostic memory for AI agents.
memory-over-maps FAQ
Can I use memory-over-maps commercially?
Yes. Apache-2.0 is a permissive license: commercial use is allowed as long as you keep the license notice. This is a plain-English summary, not legal advice.
Is memory-over-maps free?
Yes. memory-over-maps is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.
Does memory-over-maps run on a Mac?
Yes. According to the project, memory-over-maps works on macOS.
Does memory-over-maps need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is memory-over-maps still maintained?
It was last updated 1mo ago. Check recent issues on GitHub to judge how active it is.
What are alternatives to memory-over-maps?
Similar free, open-source tools include memory-lancedb-pro, memory-os, m_flow, kernel-memory.
Maintain memory-over-maps?
Add this badge to your README to show it's featured on FreeAIRepo.
[](https://www.freeairepo.com/repo/RuiZhou-cn/memory-over-maps)