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  • All entries83,113
  • Agents7,144
  • Applications5,119
  • Concepts5
  • Hardware1,730
  • Industry6,074
  • Local Ai4,637
  • Model Releases22,055
  • Research18,857
  • Safety12,596
  • Syntheses17
  • Tools1,664
  • Tutorials3,215

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HumanDGX agent

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Knowledge catalogue

Search: “r-ollama”

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427 results
Local Ai

Does Ollama Cloud prompt caching even work?

DGX agent

I launched a new session and tasked GLM to create an implementation plan for a spec. The plan was on the bigger side, about 5k lines. I started with 0% 5h used and ended with 80% used. A few more twea

local-air-ollama
24 Jul 2026
Local Ai

Explain love in one sentence...

DGX agent

Love is an active commitment of deep affection where you find genuine joy in prioritizing someone else’s well-being as deeply as or beyond your own needs. VS Love is the deep, enduring connection betw

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local-air-ollama
24 Jul 2026
Local Ai

Is everyone training a single model together, based on the principle of the Tor network?

DGX agent

I just had a thought while scrolling. No idea if this already exists. What if users trained an AI model together—a bit like the Tor network or Bitcoin mining back in the day? - Participants download a

local-air-ollama
24 Jul 2026
Local Ai

No sé nada de Ollama, ni programación ni idea, pero estoy creando un agente evolutivo

DGX agent

Con ayuda de ChatGPT y con el modelo de Ollama, Qwen3:14b estoy creando un agente que corre local y tiene la iniciativa para pensar, investigar, aprender, generar propuestas y esperar mi autorización

local-air-ollama
24 Jul 2026
Model Releases

Open Source Tax Engine outperforming fable 5 and gpt sol

DGX agent

This is an open source and free tax engine which scored 96% on TaxCalcBench [highest ever recorded score till date] surpassing fable 5 and sol with just sonnet 5. The only 2 cases where it missed, it

model-releasesr-ollama
24 Jul 2026
Model Releases

Optimizing an Ollama (Qwen:2.5) AI Agent: Fixing Search Aggregation, Context Bleed, and Query Extraction

DGX agent

I am building a domain-specific AI agent powered by Ollama (using the qwen:2.5 model). For data retrieval, the agent utilizes multiple search APIs: DuckDuckGo Search (DDGS), Tavily, Serper, and Google

model-releasesr-ollama
24 Jul 2026
Local Ai

Quick Demo of the new Auto-Control feature in my Open-Source App that monitors stuff on your screen using local LLMs, so you don't have to :))

DGX agent

TLDR: This is a demo of my open-source app which now auto-controls itself so you can monitor your downloads, renders, progress bars, or whatever's on your screen and camera :) Hey r/ollama !! I'm deve

local-air-ollama
24 Jul 2026
Local Ai

What I learned using Ollama on a real Paperless archive: model choice was not the main problem

DGX agent

I maintain Tagvico, an open-source companion for Paperless-ngx. I added Ollama because document text is exactly the kind of data many people do not want to send to a hosted model. The surprising failu

local-air-ollama
24 Jul 2026
Local Ai

which model to use on local 24gb mac mini M4 pro

DGX agent

So, i have been building some apps that should run on the local every user system, tried gemma4 although its fast and great at reasoning its not as good in instructions following and tool calling. tri

local-air-ollama
24 Jul 2026
Local Ai

A local-first harness for multi-agent workflows

DGX agent

Hey all, I’ve been working on this in my spare time and finally feel ready to share it outside my own circles. Arbiter is a single binary for running agents locally. I originally built it because I wa

local-air-ollama
23 Jul 2026
Local Ai

blank square in ollama local ai app

DGX agent

I have this android smartwatch that has plenty of storage and ram and I wanna try to run some local ai on it, but shortly after opening the app there is this blank square blocking me from doing anythi

local-air-ollama
23 Jul 2026
Local Ai

Built a local RAG app that answers questions from your own PDFs, fully offline

DGX agent

Been wanting to build this for a while, finally sat down and did it. It's a Flask app where you upload a PDF, it chunks and embeds it, and then you can ask questions and get answers pulled only from t

local-air-ollama
23 Jul 2026
Model Releases

I built an open-source RAG chatbot starter that runs fully locally with Ollama (FastAPI + ChromaDB)

DGX agent

I kept re-wiring the same RAG plumbing on every project, so I turned it into a clean starter and open-sourced it. Upload a PDF, ask questions, and get answers with page-level source citations. It runs

model-releasesr-ollama
23 Jul 2026
Local Ai

I run GLM-4.5-Air (110B) on 16Gb ram consumer machine and Qwen3-30B at 20 tok/s

DGX agent

In the past few months I’ve experimenting heavily and tortured my old 2016 Desktop PC to run the biggest Local LLM I can fit. I documented the whole process and research and I’ve published a repositor

local-air-ollama
23 Jul 2026
Local Ai

Interesting reasoning by phi4-mini-reasoning

DGX agent

https://preview.redd.it/joxxvyzhf1fh1.png?width=2386&format=png&auto=webp&s=a55c09d11eb080b83d3b66b59013a09118913c9d Freshly installed, just asked it 'who are you'. Why does this happen? 😄 submitted b

local-air-ollama
23 Jul 2026
Local Ai

Ollama on CPU for domain ChatGPT

DGX agent

I am creating a problem in silo wherein there is a custom flavor of centos which our team develops and has debug strings. I have vcenter server where we make machines for QA. There, got a 50 core vcpu

local-air-ollama
23 Jul 2026
Local Ai

Sudo authentication fails when trying to access local models folder on Fedora

DGX agent

When trying to access the models folder on /usr/share/ollama, I'm asked to authenticate as sudo, which weirdly enough, fails. I type my password, which I'm sure is correct since I use it several time

local-air-ollama
23 Jul 2026
Local Ai

What frustrates you about the interfaces you use with Ollama?

DGX agent

What interface do you use, and what’s the most frustrating part of using it? Specific examples would be especially helpful. I’m working on an Ollama interface and want to understand which real problem

local-air-ollama
23 Jul 2026
Model Releases

browser-search v2.0 — From the balaclava to the badge: your agent now browses everywhere

DGX agent

Today an AI agent trying to browse the web is like a thief in a balaclava sneaking around a police academy. Site protections block it, challenge it, turn it away. browser-search flips the script: your

model-releasesr-ollama
22 Jul 2026
Local Ai

GLM 5.2 via OpenRouter/OpenCode

DGX agent

Guys, this is my current opencode.jsonc ``` { '$schema': 'https://opencode.ai/config.json', // Start in plan mode 'default_agent': 'plan', // Use OpenRouter as the provider for GLM 5.2 'model': 'openr

local-air-ollama
22 Jul 2026
Local Ai

How to configure a custom OpenAI-compatible API in Cursor?

DGX agent

Hi everyone, I have access to a self-hosted (or third-party) LLM that exposes an OpenAI-compatible API. I have both the API URL and an API token, and the provider states that it's fully compatible wit

local-air-ollama
22 Jul 2026
Model Releases

NuExtract3 is now available on Ollama: 4B VLM for document-to-Markdown and structured JSON extraction

DGX agent

Disclosure: I work at NuMind, the team that trained NuExtract3. NuExtract3 is an Apache-2.0, open-weight 4B VLM based on Qwen3.5-4B. It is specialized for document understanding rather than general ch

model-releasesr-ollama
22 Jul 2026
Local Ai

OpenCode + Ollama + MCP

DGX agent

I installed OpenCode and an Ollama model (qwen3.5) sucessfully connected the model respond in OpenCode but doesn't find My MCP server, i Made one using fastMCP other models like bigPickle and openai m

local-air-ollama
22 Jul 2026
Model Releases

Stuck scaling a Next.js app on M3 Pro (36GB) using local Qwen 3.6 + VS Code Copilot. Should I switch extensions or go paid?

DGX agent

Hey everyone, I’m a Full-Stack Developer with 6+ years of experience. I’m relatively new to AI-assisted development workflows and want to build a production-ready, enterprise-level Next.js web applica

model-releasesr-ollama
22 Jul 2026
Local Ai

I just wanted a small WebUI with an admin panel… it escalated into a full open-source agent framework runs fully local with Ollama

DGX agent

Let me try to explain this clearly, simply, and neatly. Originally, I just wanted to build a small WebUI adapter with an admin panel, but things escalated over the last few months. At first, I faced t

local-air-ollama
21 Jul 2026
Local Ai

Ollama Cloud Max vs. z.ai GLM Max Coding Plan

DGX agent

I've been considering Ollama's Cloud Max plan to replace my GLM Max plan but couldn't find good documentation on how their limits actually translate into GLM 5.2 usage. I know it's by GPU time but tha

local-air-ollama
21 Jul 2026
Local Ai

Row-Bot v4.5.0 is live.

DGX agent

This release introduces native Computer Use for Windows and macOS, allowing Row-Bot to interact with desktop applications while keeping the user firmly in control. Computer Use is opt-in and protected

local-air-ollama
21 Jul 2026
Model Releases

Using Ollama as a server

DGX agent

I am currently running Qwen3.6-30B in Ollama, through Cline to use as an agent in VSCode. Qwen's skill in coding is not in question, but the performance in VSCode is slow and inaccurate and times out

model-releasesr-ollama
21 Jul 2026
Local Ai

What are the current best local models to run on 48GB VRAM?

DGX agent

I have a 48GB M5 Pro and have far too many development projects going that just don't need the power of Anthropic to churn through so have started looking into running local models and while it certai

local-air-ollama
20 Jul 2026
Local Ai

Built a local codebase memory for agentic IDEs using Ollama + ChromaDB; zero cloud required

DGX agent

A developer created a local codebase memory system for agentic integrated development environments (IDEs) using Ollama and ChromaDB, enabling AI-assisted coding without reliance on cloud services. The

local-air-ollama
22 Jun 2026
Local Ai

OpenCodeRAG - RAG for OpenCode via locally hosted models

DGX agent

OpenCodeRAG is a local embedding service using FastAPI and SentenceTransformer, paired with a Node.js plugin that integrates RAG tools with Qdrant vector database via YAML configuration. It provides a

local-air-ollama
21 Jun 2026
Model Releases

Your data changes and your multi-hop RAG goes stale? This one updates with embed-and-append -> open-weights Llama-3.3-70B, your own vLLM endpoint, no graph rebuild

DGX agent

This post discusses a solution for keeping multi-hop retrieval-augmented generation (RAG) systems updated when data changes, using an embed-and-append approach with the open-weights Llama-3.3-70B mode

model-releasesr-ollama
21 Jun 2026
Local Ai

I built a 100% local, CPU-only voice loop for Ollama — talk to your models hands-free (Silero VAD + Parakeet STT + Supertonic TTS 3)

DGX agent

A developer created a fully local, CPU-based voice interface for Ollama that enables hands-free conversation with AI models by combining three open-source components: Silero VAD (voice activity detect

local-air-ollama
11 Jun 2026
Model Releases

Running Gemma 4 QAT 12B on an 8GB GPU at 16k context — measured the KV-cache tradeoffs

DGX agent

This post discusses running Google's Gemma 4 QAT (Quantized Aware Training) 12B model on a GPU with 8GB of memory while maintaining a 16k token context window. The author likely shares performance ben

model-releasesr-ollama
11 Jun 2026
Local Ai

Demo: Turn Research Into a Client-Ready Report with Row-Bot

DGX agent

Row-Bot is a local-first desktop AI assistant that orchestrates tools and models to handle reasoning and workflows while keeping data local. The demo likely showcases how Row-Bot's integrated tools, k

local-air-ollama
10 Jun 2026
Local Ai

How can you just wipe past chat instances in Ollama?

DGX agent

Users can delete chat instances in Ollama's GUI by right-clicking and deleting each chat individually, though there is a feature request for a 'Select All' option to delete multiple chats at once. Alt

local-air-ollama
10 Jun 2026
Local Ai

I took Andrej Karpathy's LLM Council concept to the next level (Docker, MCP, Skill, Search, local (Ollama)/cloud model support and much more)

DGX agent

A developer expanded on Andrej Karpathy's LLM Council concept by implementing an enhanced system with Docker containerization, Model Context Protocol (MCP) integration, skill modules, web search capab

local-air-ollama
10 Jun 2026
Local Ai

MTP doubled my generation, but at 64k context it cuts total latency by only ~3%. Measured the prefill wall on a 3090.

DGX agent

MTP (Multi-Token Prediction) doubled generation speed but provided only ~3% total latency reduction at 64k context length on an RTX 3090 GPU. The limited overall benefit at large context sizes suggest

local-air-ollama
10 Jun 2026
Local Ai

Nanocoder hit 2,000 GitHub stars 🌟

DGX agent

Nanocoder is an open coding agent for the terminal built by a community collective rather than a company. It allows users to bring their own model, keep code on their machine, and owe nothing to anyon

local-air-ollama
10 Jun 2026
Local Ai

Ugh, I’m completely lost. I can’t get VS Code on Windows to connect to Ollama, it’s installed on a local Ubuntu server and I’m struggling to configure it.

DGX agent

This post discusses troubleshooting steps for connecting Visual Studio Code running on Windows to an Ollama instance installed on a local Ubuntu server, addressing configuration and connectivity issue

local-air-ollama
10 Jun 2026
Tutorials

How to use Row-Bot to turn unread emails into a daily action plan

DGX agent

Row-Bot is a local-first desktop AI assistant that can check emails and integrate multiple tools in a single conversation turn . The application includes integrated tools, a personal knowledge graph,

tutorialsr-ollama
9 Jun 2026
Model Releases

I built a Windows GUI launcher to benchmark and manage multiple llama.cpp builds (useful for AMD GPU users juggling Vulkan/ROCm/HIP builds)

DGX agent

A developer created a Windows GUI tool for managing and benchmarking different llama.cpp builds, addressing the needs of AMD GPU users who work with multiple compute backends like Vulkan, ROCm, and HI

model-releasesr-ollama
9 Jun 2026
Local Ai

Major update: my Ollama coding assistant now has a full autonomous agent + biggest release yet + qwen2.5-coder:7b

DGX agent

A user announced a major update to their Ollama coding assistant featuring Cline, an autonomous coding agent that operates within IDEs and can create, edit files, execute commands, and interact with t

local-air-ollama
9 Jun 2026
Local Ai

why does ollama unloads models automatically?

DGX agent

Ollama automatically unloads inactive models from memory based on inactivity parameters, with models being removed after a specified duration of non-use . By default, Ollama unloads a model after 5 mi

local-air-ollama
9 Jun 2026
Local Ai

Hi everyone, I'm building a local AI agent with Ollama and exploring dynamic PDF extraction. Since Ollama can't directly process PDFs, I'm extracting text and passing it via prompts. Should I use PDFPlumber, a vector database (RAG), or another approach for accurate document understanding? Guide me !

DGX agent

User seeks guidance on PDF processing methods for local AI agents built with Ollama, comparing approaches like PDFPlumber extraction, vector database RAG systems, and alternative techniques for accura

local-air-ollama
8 Jun 2026
Local Ai

Need guidance setting up Local AI, Agents, MCP & RAG on an all-AMD Linux rig (7900 XTX / CachyOS)

DGX agent

This post seeks guidance on configuring local AI infrastructure on an AMD-based Linux system (7900 XTX GPU with CachyOS), specifically covering the setup of large language models via Ollama, AI agents

local-air-ollama
7 Jun 2026
Local Ai

Tired of bloated UIs for Ollama? Built a minimal IDE that infers your hardware and just works

DGX agent

A developer created a minimal IDE for Ollama that automatically detects hardware capabilities and provides a streamlined user interface without unnecessary complexity. The tool aims to simplify the us

local-air-ollama
7 Jun 2026
Local Ai

Built a fully-local paper-RAG across 2× 1080 Ti + a 3090. Three Ollama gotchas that each cost me a day.

DGX agent

A developer documented their experience building a fully-local paper Retrieval-Augmented Generation (RAG) system using two NVIDIA GTX 1080 Ti GPUs and one RTX 3090, sharing three significant challenge

local-air-ollama
6 Jun 2026
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