Self-hosted agent + BI platform that runs fully local, Ollama or vLLM for both chat and embeddings

Been building AgentSwarms for a while. Agent platform with RAG, multi-agent workflows and a BI layer over your own data. Posting here because the whole thing runs without a single hosted API if you want it that way. Point it at Ollama or vLLM on your network and that covers chat. Embeddings too, nomic-embed-text works, so RAG doesn't quietly need an OpenAI key the way a lot of these do. SQL over your uploaded data runs in-process with DuckDB. No telemetry, no licence check, no usage reporting. The docs have an air-gapped section covering the three things that would otherwise reach out (models, email, container images) and what to do about each. Two things to be upfront about: It needs Supabase for the backend. That's self-hostable and there's a script that stands the whole stack up, but it's Postgres + auth + storage + Kong, so it isn't a single binary. Licence is Elastic 2.0. Source-available, not OSI open source. Self-host, modify, redistribute all fine. Selling it as a managed service isn't. App itself runs on 2 vCPU and 4GB. Models obviously need whatever they need. https://github.com/AgentSwarms-fyi/agentswarms Happy to answer anything about the local setup. submitted by /u/Outside-Risk-8912 [link] [comments]

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Source: r/ollama | 2026-08-28