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Self-Hosted Deep Research Systems: 12 Tools Compared

glukhov.org · published 24 September 2026

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Host

https://www.glukhov.org/ai-systems/

glukhov.org

Search vs Deep Search vs Deep Research in 2026 Read at the source ↗

glukhov.org

Advanced RAG: LongRAG, Self-RAG and GraphRAG Explained Read at the source ↗

glukhov.org

https://www.glukhov.org/llm-hosting/

glukhov.org

https://www.glukhov.org/rag/

glukhov.org

https://github.com/assafelovic/gpt-researcher

github.com

https://github.com/unslothai/unsloth

github.com

https://github.com/LearningCircuit/local-deep-research

github.com

https://github.com/stanford-oval/storm

github.com

https://github.com/bytedance/deer-flow

github.com

Multi-Agent Orchestration Patterns: A Practical Guide Read at the source ↗

glukhov.org

https://github.com/onyx-dot-app/onyx

github.com

https://github.com/langchain-ai/open_deep_research

github.com

https://github.com/open-webui/open-webui

github.com

Open WebUI: Self-Hosted LLM Interface Read at the source ↗

glukhov.org

https://github.com/khoj-ai/khoj

github.com

https://github.com/MODSetter/SurfSense

github.com

https://github.com/ItzCrazyKns/Vane

github.com

Vane (Perplexica 2.0) Quickstart With Ollama and llama.cpp Read at the source ↗

glukhov.org

Selfhosting SearXNG Read at the source ↗

glukhov.org

https://github.com/lukeswade/deep-research

github.com

https://www.glukhov.org/llm-hosting/llama-cpp/

glukhov.org