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zebir-sir/agentic-rag-paper-assistant

Agentic RAG research paper reading assistant with PDF ingestion, pgvector retrieval, LangGraph workflow, streaming chat, evidence sources, and OpenAlex/web search integration.

Python MIT GitHub ↗
★ 0
stars
75
AI関連スコア
50
個人開発度
0
AIツール痕跡

SUMMARY AI要約 by gpt-5-mini

Agentic RAG Paper Assistant is an open-source workspace for research paper ingestion, evidence-traced QA and multi-source retrieval, intended for researchers or teams who need local/private paper analysis (summaries, method breakdowns, experiment interpretation, related-work and multi-paper comparison). It combines FastAPI + Streamlit frontend, PostgreSQL+pgvector, LangChain/LangGraph and OpenAI-compatible models. Key features: - Section-aware PDF ingestion (Markdown-like structure, line/section metadata) - Artifact extraction (tables/figures/algorithms) stored as searchable chunks - Source-aware Intent Planner to constrain tools and provenance - LangGraph multi-stage retrieval: plan → retrieve → evaluate → rewrite → generate - Evidence tracing with source, section, line and similarity scores - OpenAlex academic search, optional RabbitMQ async ingestion and Redis query-embedding cache - Streaming UI, long-session memory compression, and local-first design for private deployment

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。

🧠 LLMプロバイダー (1)
OpenAI
🧩 AIフレームワーク (2)
LangChain LangGraph
🗄️ ベクトルDB (1)
pgvector
💾 一般データベース (2)
PostgreSQL Redis
🌐 Web/アプリフレームワーク (2)
Streamlit FastAPI

使用言語(バイト数比)

Python
99.2%
PLpgSQL
0.8%
Dockerfile
0%

オーナー情報

アカウント
zebir-sir
タイプ
User
フォロワー
0

日付

GitHub作成日 2026-05-06
最終Push 2026-05-09
当サイト初検出 2026-05-09
最終取得 2026-05-09 15:42

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