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Dev-14112002/Knowledge-agent-rag

Knowledge Agent built using Python, LangChain, OpenAI, ChromaDB, FastAPI

Python MIT GitHub ↗
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AI関連スコア
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SUMMARY AI要約 by gpt-5-mini

A Retrieval-Augmented Generation (RAG) "Knowledge Agent" implemented in Python. It uses LangChain to orchestrate LLM workflows, OpenAI for embeddings and generation, ChromaDB as the vector store, and FastAPI to expose endpoints. Intended for developers and researchers who need to add document-backed QA, contextual retrieval, or conversational agents to applications. Key features: - Document ingestion and embedding pipeline - Vector storage and similarity search with ChromaDB - LangChain chains/agents to combine retrieval and generation - OpenAI model integration for embeddings and responses - FastAPI-based API for serving queries and integrating into apps

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 (1)
LangChain
🗄️ ベクトルDB (1)
Chroma
🌐 Web/アプリフレームワーク (1)
FastAPI

使用言語(バイト数比)

Shell
3.3%
Python
96.7%

オーナー情報

アカウント
Dev-14112002
タイプ
User
フォロワー
0

Associate Software Engineer focused on Generative AI, RAG systems, backend engineering, and scalable AI-powered applications. Building with LangChain, OpenAI AP

日付

GitHub作成日 2026-05-15
最終Push 2026-05-16
当サイト初検出 2026-05-15
最終取得 2026-05-16 18:17

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