# JackWang666666/my-rag

> Retrieval-augmented generation knowledge base system with a Next.js frontend and two equivalent backends (FastAPI/LangChain and Spring Boot/Spring AI) sharing the same MySQL, Milvus and Neo4j data.

- Magnitude: 4.1 out of 10 — Early signal
- Stars: 136 total · +2 stars measured 2026-10-24, 00:03–01:26 UTC, ≈ 55 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Java · Created: 2026-10-18 · Last push: 2026-10-18
- GitHub: https://github.com/JackWang666666/my-rag · Page: https://gitnova.dev/en/r/JackWang666666/my-rag

## Useful for

- Deploy a RAG chatbot over an internal document base with citations and confidence scores.
- Compare Python/LangChain and Java/Spring AI implementations on the same knowledge base by switching backends in the UI.
- Build a knowledge graph from uploaded documents and query entity neighbors alongside vector search.

## Why it’s here

- Star-counter measurements on 2026-10-24 (UTC), 00:03–01:26: 134 → 136 stars (+2). This is the change over that interval.
- Estimated end-of-day forecast: about +55 stars, using observed gains and the previous day.
- The repository is 6 days old and already has 136 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #156.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 6
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 27 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 1

## Stars per day, last 7 days (oldest → newest, today is partial)

2026-10-18 … 2026-10-24: 0, 3, 2, 50, 22, 59, 2

## Spotted in now

- Top new repositories this week: #156

## Similar by description

1. **infiniflow/ragflow** — 3.1 · Steady · Language models · Go · +2 stars measured 2026-10-24, 00:05–01:27 UTC, ≈ 65 by evening
   Open-source RAG engine that fuses document context extraction with agent capabilities to build production LLM systems. Supports parsing PDF, DOCX, spreadsheets, images and syncing from Confluence, Notion, S3.
   Full card: https://gitnova.dev/en/r/infiniflow/ragflow.md
2. **1Panel-dev/MaxKB** — 1.5 · Steady · AI agents · Python · +0 stars measured 2026-10-24, 00:09–01:31 UTC, ≈ 10 by evening
   Open-source platform for building enterprise-grade AI agents, combining a RAG pipeline, agentic workflows and MCP tool use. Suited for customer service, internal knowledge bases, research and education.
   Full card: https://gitnova.dev/en/r/1Panel-dev/MaxKB.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-24 01:35 UTC, updated every 30 minutes.