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Opera Deep Research Agent (ODRA) now available in Opera Neon
6 months ago
opera.com
Deep Research Max: a step change for autonomous research agents
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💡 Stop paying for OpenAI API calls — run open-source LLMs like Llama 3, Mistral, or DeepSeek locally using Ollama and connect them directly inside your n8n workflows. Here’s what you’ll do: 1️⃣ Install Ollama on your system 2️⃣ Run models like Llama 3 or Mistral right from your terminal — no internet needed 3️⃣ Self-host n8n using Nodejs to avoid monthly costs 4️⃣ Connect your local Ollama setup to n8n and create your AI agent 5️⃣ Start chatting with your LLM model as much as you want — totally
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You can now train a deep research agent without a single API call. OpenResearcher is a new open-source repo that's trained entirely offline. A 10-billion-token corpus generates 100+ turn research trajectories. All offline. Zero API costs. It learns three browsing actions that mimic real research: 1. Search broadly2. Open documents3. Find specific passages. A 30B model trained on 96K trajectories. Accuracy jumped from 20.8% to 54.8%. That's +34 points from fine-tuning alone. No RL. No human feedb
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