36 lines
5.0 KiB
Markdown
36 lines
5.0 KiB
Markdown
# Research index
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[← back to README](../../README.md)
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Each file here is a **dated snapshot**: research or a decision record as it stood when it was written. The files are never edited afterwards, and their status lives only in this table. A *superseded* doc is kept as history. Read it for *why* a choice was made, never for how the stack works today (for that, see [`architecture.md`](../architecture.md) and the source it links).
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| Doc | Status | Note |
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|---|---|---|
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| [500k-context-2-parallel-agents-gpu-roadmap.md](500k-context-2-parallel-agents-gpu-roadmap.md) | Background research | Hardware exploration for larger contexts. Not an active plan, and neither is [`../server-planing.md`](../server-planing.md), whatever this doc says about it |
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| [classifier-context-window-scaling.md](classifier-context-window-scaling.md) | Current | Classifier model sizing decision |
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| [colibri-ai-stack-evaluation.md](colibri-ai-stack-evaluation.md) | Current | Rejected option ("watch, don't integrate"). It lists ComfyUI, which has since been removed |
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| [connecting-cloud-providers.md](connecting-cloud-providers.md) | Superseded by the OmniRoute migration | Written for LiteLLM. It mentions Open WebUI, which has been removed |
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| [dashscope-websearch-selfhost-options.md](dashscope-websearch-selfhost-options.md) | Current | Why DashScope web search isn't emulated |
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| [dual-r9700-speed-and-offload.md](dual-r9700-speed-and-offload.md) | Current | Second R9700: split modes, 27B Q8_K_XL vs Flash-Next, RAM/SSD offload, Strata. Proposals only, nothing applied |
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| [fast-model-choice.md](fast-model-choice.md) | Current (drift) | Classifier model choice. Its addendum records the service name (`qwen-classifier`) and quant drift |
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| [langchain-pgvector-vs-litellm-pgvector.md](langchain-pgvector-vs-litellm-pgvector.md) | Superseded by the OmniRoute migration | LiteLLM-era RAG comparison |
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| [lazytainer-omniroute-idle-stop.md](lazytainer-omniroute-idle-stop.md) | Superseded: Lazytainer and `switch-model.sh` removed | Root cause of why Lazytainer's idle-stop never fired behind the gateway, which is the reason it was removed |
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| [litellm-knowledgebase.md](litellm-knowledgebase.md) | Superseded by the OmniRoute migration | LiteLLM vector-store feature. Its claim that Open WebUI is qdrant's only user no longer holds |
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| [litellm-searxng-search.md](litellm-searxng-search.md) | Superseded by [omniroute-qwen-websearch.md](omniroute-qwen-websearch.md) | Still the origin of the `search.home` DNS gotcha ([gateway → Web search](../gateway.md#web-search)) |
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| [omniroute-account-semaphore-timeout.md](omniroute-account-semaphore-timeout.md) | Current | Gateway timeout: per-connection semaphore |
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| [omniroute-direct-response-timeout-outage-2026-09-15.md](omniroute-direct-response-timeout-outage-2026-09-15.md) | Current | Gateway timeout: direct response headers, plus the ROCm stall incident |
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| [omniroute-memory-tool-injection-breaks-classifier.md](omniroute-memory-tool-injection-breaks-classifier.md) | Current | Memory tools must stay off for the classifier connection |
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| [omniroute-non-ping-sse-stream-timeout.md](omniroute-non-ping-sse-stream-timeout.md) | Current | Gateway timeout: first non-ping SSE event, and why `--cache-reuse` is set |
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| [omniroute-qwen-websearch.md](omniroute-qwen-websearch.md) | Current | Qwen Code routing and web search through the gateway |
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| [opencode-auto-compact.md](opencode-auto-compact.md) | Current | OpenCode's client-side compaction |
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| [opencode-cli-setup.md](opencode-cli-setup.md) | Superseded (v1-era) | Written for OpenCode v1. Its config shape (`provider`, `npm`, `options`) is deprecated, and its base URL points at a backend directly. Use the gateway and the v2 config ([setup](../coding-cli-setup/opencode.md)) |
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| [ponytail-audit-2026-09-09.md](ponytail-audit-2026-09-09.md) | Superseded (point-in-time audit) | Findings are fixed or folded into the docs cleanup |
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| [proxy-request-priority.md](proxy-request-priority.md) | Superseded by the OmniRoute migration | Priority tiers via LiteLLM's scheduler, never built on OmniRoute |
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| [proxy-shadow-pricing.md](proxy-shadow-pricing.md) | Superseded by the OmniRoute migration | Shadow cost was wired into LiteLLM config, and nothing implements it now |
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| [proxy-tool-choice.md](proxy-tool-choice.md) | Superseded by the OmniRoute migration | Chose LiteLLM. It mentions Open WebUI, which has been removed |
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| [qwen3.8-27b-quant.md](qwen3.8-27b-quant.md) | Current | Main model quant and VRAM budget |
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| [qwen3.8-27b-throughput-tuning.md](qwen3.8-27b-throughput-tuning.md) | Current | Tokens/s tuning from the server log, DDR RAM as a cache tier, comparison with five outside R9700 configs. Proposals only, nothing applied |
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| [qwen3.8-27b-tool-calling.md](qwen3.8-27b-tool-calling.md) | Current | Tool-calling parser risk for the main model |
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| [rocm-gpu-pin-and-render-group.md](rocm-gpu-pin-and-render-group.md) | Current (name drift) | Findings apply to `llama-server` + `qwen-classifier`. The service names in it are older |
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| [voidllm-evaluation.md](voidllm-evaluation.md) | Superseded by the OmniRoute migration | VoidLLM vs. LiteLLM, both moot |
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