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Tagged: Ollama
Hy-MT2-7B on Five Local Runtimes: Which One Should Serve Translation on a Mac?
Hy-MT2-7B load-tested on llama.cpp, LM Studio, mlx-lm, Ollama and MLX-Serve on two Mac Studio M5 Ultra machines: throughput, scaling, determinism, memory.
9 min readA Local LLM Agent Workflow Built From Folders and Markdown Files
Build a gated, multi-stage local agent pipeline where each stage is a folder, prompts are editable markdown, and a human reviews output before the costly step.
25 min readMaking Two Local LLM Agents Debate: Grounding, Fake Consensus, Schema Bugs
Two local LLM agents on Ollama made to debate by evidence, not persona: NLI grounding, a fake consensus bug, attack vs assertion checks and required fields.
7 min readRunning the Same OpenAI Chat Loop Locally with Ollama
Run the same OpenAI chat loop locally with Ollama: point the OpenAI Python SDK at localhost and keep your code. No API key, no token bill, no data leaving.
4 min readA QuickBooks Finance Agent Running on a Local LLM With Ollama and LangChain
A ReAct agent on Qwen 3.5 9B and an RTX 4070 reads live QuickBooks data via LangChain and Ollama, a local LLM at zero cloud cost. Code, output and limits.
13 min readRunning Hermes Agent Locally in Rootless Podman with Ollama on an AMD GPU
Running Hermes Agent locally and securely: rootless Podman, one mounted folder, internal networking, Ollama on an AMD GPU with ROCm, and a systemd unit.
20 min readA Fully Local GraphRAG Pipeline With LangExtract, Neo4j, Qdrant and Ollama
Build GraphRAG on local models: extract entities with LangExtract, store them in Neo4j, index them in Qdrant, then expand subgraphs for graph-grounded answers.
39 min readA Local Coding Agent Loop: Aider, Ollama, Git Worktrees and Easy Rollback
A bounded workflow for a local coding agent that keeps every change reviewable and reversible, using Aider, Ollama, a Git worktree, a focused test and a plain restore path.
10 min readA Zero-API-Cost Multi-Agent Blogger on a Mac: Gemma 4, Ollama and Google ADK
Build a local planner, writer and validator agent system on Apple Silicon using Gemma 4 through Ollama, LiteLLM and Google ADK, with no per-request model fees.
8 min read
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