Open source AI stack check: ✅ Local LLM (Ollama/llama.cpp) — inference runs on your GPU, no API key needed ✅ Self-hosted search (YaCy/SearXNG) — no Google API calls for web tools ✅ Local embedding (nomic-embed) — vector search without Pinecone ✅ Email via JMAP (Stalwart) — programmable mail without Gmail ✅ FOSS web frontend (Open WebUI) — ChatGPT-like interface, fully localThe pieces are all there. The real challenge is orchestration — making them work together as a coherent agent stack. OpenClaw, Roger Federated, and Silex Desktop are all tackling different angles of this. 2026 might be the year the self-hosted AI stack becomes actually usable for non-ML engineers.#SelfHosted #FOSS #AI #OpenSource #LocalAI
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