
GPT4All
GPT-J
Jan.ai
llama.cpp
LM Studio
LocalAI
NativeMind
Adam — privacy-first local assistant (IBM Granite 4.1 3B · GF(17) atlas). Self-improving memory, code sandbox, voice/vision options, Ollama-shaped serve. Free for non-commercial use. https://amni-scient.com/amni-ai.html · GitHub: Amnibro/Amni-Ai.

SourceForge.net: ShellNewHandler details page

Which is more popular?
Based on our record, ShellNewHandler seems to be more popular. It has been mentioned 2 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | amni-scient.com | sourceforge.net |
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| Company | Startup from the United States · 1 - 9 employees | — |
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In their own words, as submitted to SaaSHub.


Adam is a local assistant on IBM Granite 4.1 3B with a GF(17) bake. It runs on about 4 GB VRAM. Corrections stick. It speaks Ollama and OpenAI-compatible APIs on port 7700. Free for personal, research, education, and non-profit use under CC BY-NC 4.0. Commercial use is by email to...
No description of ShellNewHandler yet.
What each product offers, as listed by its team.


No features have been listed yet.
An editorial look at what each product does well and who it suits.


No analysis of Amni-AI yet.
Overall verdict
Why this product is good
Recommended for
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Amni-AI and ShellNewHandler.
Amni-AI's answer
Adam is a local self-improving assistant on IBM Granite 4.1 3B. It stores verified lessons in a closed loop, bakes them with GF(17) texture-native weights, and speaks Ollama and OpenAI APIs on port 7700. About 4 GB VRAM. Offline, no telemetry.
Amni-AI's answer
Corrections stick. You run it on your GPU, it speaks Ollama and OpenAI APIs on :7700, and the bake is lossless GF(17). Closest peers on the listing are Ollama, LM Studio, and Jan.ai.
Amni-AI's answer
People who want a local assistant on about 4 GB VRAM that remembers corrections and speaks Ollama and OpenAI APIs.
Amni-AI's answer
Cloud chats forget corrections and leave the machine. I built Adam so verified lessons stay in a closed loop and the bake runs locally.
Amni-AI's answer
Python, FastAPI, PyTorch with ROCm or CUDA, GF(17)/PTEX. Base model is IBM Granite (Apache 2.0). Project license is CC BY-NC 4.0.
Amni-AI's answer
Share your experience with using Amni-AI and ShellNewHandler. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Tracking Amni-AI since Sep 2026.
Use Shell New Handler. Run the portable app and simply untick the items you don't want to appear in your new context menu. Source: about 4 years ago
I've always used ShellNewHandler for this. It's a really simple portable utility that allows you to remove most of the items from that menu. Tested it out on Windows 11 and it's still compatible. Source: over 5 years ago
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A powerful assistant chatbot that you can run on your laptop
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Run LLMs like Mistral or Llama2 locally and offline on your computer, or connect to remote AI APIs like OpenAI’s GPT-4 or Groq.
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LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
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