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JasonAlanJames/jppmsolutions-ai-business-ops-agent

LangGraph-powered AI business operations agent for JPPM Solutions that answers customer questions, routes inquiries across subsidiaries, triages email, drafts replies, and requires human approval before sending.

Python OTHER GitHub ↗

★ 0

stars

AI relevance

solo dev

tool sigs

SUMMARY AI summary by gpt-5-mini

JPPM Solutions AI Business Operations Agentは、JPPMエコシステム向けの企業用AI業務コミュニケーションおよびワークフロー実行プラットフォームです。主に企業のカスタマーサポートや業務自動化担当者が対象で、受信メールの分類・ブランド別ルーティング、知識ベース参照に基づく応答下書き生成、Gmailドラフト作成を行います。自動送信は行わず、必ず人間の承認を経るヒューマン・イン・ザ・ループを前提とした安全設計（監査ログ、感度エスカレーション、ブランド制約）を備えています。技術的にはLangChainとLangGraphで状態を持つワークフローを実行し、ChromaDBに格納したMarkdown由来のナレッジをRAG（Retrieval-Augmented Generation）で参照、OpenAI埋め込み／LLMを利用してブランド固有かつ知識に基づく下書きを生成します。Gmail API（OAuth）と連携して未読取得やドラフト作成を行い、FastAPIでAPI（例：/emails/triage、/emails/approve、/emails/approvals）を公開します。セットアップは依存関係のインストール、環境変数（OpenAI/Gmail等）設定、app.rag.ingestによるベクトル化、uvicornでの起動が基本で、pytestによるテストやDocker構成も用意されています。

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🧠 LLM providers (1)

OpenAI

🧩 AI frameworks (2)

LangChain LangGraph

🗄️ Vector DBs (1)

Chroma

🌐 Web frameworks (1)

FastAPI

Language breakdown (by bytes)

HTML

9.5%

Python

90.5%

Owner

Account

JasonAlanJames

Type

User

Followers

Company

https://github.com/JasonAlanJames

Full Stack Developer at USA Marketing NOW.

Dates

Created on GitHub	2026-05-04
Last push	2026-05-09
First seen here	2026-05-09
Last fetched	2026-05-09 18:14

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