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CLUSTER ASSISTANT-SEARCH-ANSWERS · 7 ENTRIES · EARLIEST ENTRY 2026-09-18

Tool-using AI Q&A assistants

This cluster covers conversational AI assistants that answer questions by combining web search, weather, math, and retrieval from uploaded documents. The cluster's dated history is too thin to read a shape from: only one dated entry exists before the index start, so it predates the index or its members are undated. Among traction leaders, ai-assistant leads with 1 star, while Ai-Electrical-Assistant-Planner- and rank-mcp have 0 stars.

Entry timeline

ENTRY TIMELINE

SEP 2026: 4OCT 2026: 3
SEP 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 hand-coded · 5 unlabelled

Operator · 6 hobby · 1 enterprise

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 7 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01ai-agent-demo0★3 dayslivehand-codedhobbyAI assistant that answers questions by using tools for web search, weather, math, and retrieval from uploaded knowledge-base documents.
  2. 02Ai-Electrical-Assistant-Planner-0★29 days—hobbyAI assistant that plans electrical installations, researches equipment, and answers questions from uploaded manuals.
  3. 03ai-agents0★24 dayslivehobbyAI chat assistant that routes questions to specialized agents for weather, news, GitHub, blockchain, and web search results.
  4. 04weknora-dsh0★11 days—enterpriseAI assistant that searches documents and answers questions through web, WeChat, and browser extension channels for knowledge workers.
  5. 05multitool_research_agent0★8 days—hobbyAI research assistant that answers questions by combining web search, weather, calculations, and uploaded document retrieval in a chat interface.
  6. 06multi-agent-ai-orchestration0★1 mo—hobbyWeb app that orchestrates AI research agents to answer questions with web search, weather, and calculator tools.
  7. 07weather-search-agent0★1 mo—hand-codedhobbyConversational AI assistant that provides weather updates, web search results, and mathematical calculations.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.