SUMMARY AI要約 by gpt-5-mini
QuickServe.AI is an open-source end-to-end NLP customer-service chatbot for instant support and simple order processing. Intended for developers, data scientists and students (capstone project), it combines intent classification, entity extraction, retrieval and grounded response generation into a runnable demo (Streamlit UI + FastAPI backend). Key features: TF‑IDF+LogReg baseline (macro‑F1 0.947) with optional fine‑tuned DistilBERT (0.831); custom spaCy NER for ITEM/QUANTITY/ORDER_ID (combined F1 ≈0.87); retrieval-augmented generation using sentence-transformers + FAISS (Precision@3 0.95); LangGraph agent for workflow routing; Groq Llama‑3.3‑70B for LLM responses; SQLite DB; 22 pytest tests (71% coverage). Repo includes training notebooks, scripts, and a single-command run.py; DistilBERT model is optional due to size.
DETECTED 検出されたAIスタック
このRepoのdescription / GitHub topics / READMEのAI要約に出現したAI関連キーワードをカテゴリ別に表示。各バッジは該当カテゴリの詳細ランキングへリンクします。
使用言語(バイト数比)
オーナー情報
日付
| GitHub作成日 | 2026-05-09 |
| 最終Push | 2026-05-09 |
| 当サイト初検出 | 2026-05-09 |
| 最終取得 | 2026-05-10 16:12 |
類似Repo (同じ言語のAI関連Repo)
Reverse proxy for your ai quota from the SW platform.
dea6cat/2b-agentThis llm Agent was created based on necessity for one that could simply use local models without making them hallucinate and keep them focus
Zuboy/Carbon-Cost-Optimizer-Agentic-AIAn AI agent that decides where and when to run ML training jobs to minimize cost and carbon emissions, then launches them autonomously — exposed entirely through MCP tools.
FuchaZ/lm-studio-vision-bridge给纯文本 AI agent 装上眼睛——通过 LM Studio 本地视觉模型提供 MCP 图片识别服务
Shrutirowlo/AI-Video-AgentAI-powered video generation agent that automates script analysis, scene planning, and video creation.
Shivang0/social-visionPaste an Instagram/TikTok/YouTube/X link and Claude watches it for you — transcribes audio, reads on-screen text & visuals, explains what it's about. Local, cross-platform Claude Code plugin.
markusbegerow/claude-fuer-oeffentliche-verwaltung⚠️ Experimentelle Skill-Sammlung für Digitalisierung, Fachverfahren und Organisation der deutschen öffentlichen Verwaltung (OZG, FIM, FIT-Connect, KI-Einsatz, eIDAS, BSI-IT-Grundschutz, DSGVO) – bitte testen, Issues/PRs willkommen! Keine Rechts-/Datenschutzberatung, keine verbindliche Behördenentscheidung. Keine Bürger-/Mitarbeiterdaten im Repo.
knowledgegut/course-distiller把有權使用的工作坊/課程回放消化成套品牌色的步驟式學習 PDF；最後的重組交還人腦。A Claude Code skill by 知識包小腸.