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Research pipeline (research_topic tool): - New service: services/research.py — sub-query generation, SearXNG search, URL fetch, deduplication, and LLM synthesis into a note - 5 sub-queries × 3 pages = up to 15 sources, capped at 12 for synthesis - Synthesis uses num_ctx=16384 + max_tokens=8192 for long-form output - Prompt demands 2500+ words, 6+ topic-appropriate sections, detailed prose - 429 retry with backoff; 1s inter-query sleep; raw_decode JSON parsing search_web tool (new): - Lightweight single-query SearXNG search, results returned inline in chat - LLM answers conversationally in round 1; no note created - web_search result type with external links in ToolCallCard Infrastructure: - llm.py: generate_completion accepts num_ctx override - config.py: SEARXNG_URL + Config.searxng_enabled() - docker-compose: OLLAMA_NUM_PARALLEL=2, commented SEARXNG_URL example - intent.py: search_web and research_topic routing rules Settings UI: - 2-column grid layout (small sections pair up, complex span full width) - Search Test section: live SearXNG query with result preview - GET /api/settings/search?q= proxy endpoint - Research button (magnifier) in ChatView input toolbar → popover modal Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>