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Title: GitHub - NascentCore/rag: Question and Answer based on Anything. · GitHub

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Description: Question and Answer based on Anything. Contribute to NascentCore/rag development by creating an account on GitHub.

Open Graph Description: Question and Answer based on Anything. Contribute to NascentCore/rag development by creating an account on GitHub.

X Description: Question and Answer based on Anything. Contribute to NascentCore/rag development by creating an account on GitHub.

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qanything@rd.netease.com

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	https://qanything.ai
	https://read.youdao.com#/home
	https://github.com/NascentCore/rag/blob/qanything-v2/LICENSE
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Version 2.0.0 adds detailed optimizations:	https://github.com/NascentCore/rag#version-200-adds-detailed-optimizations
Display of data at each stage:	https://github.com/NascentCore/rag#display-of-data-at-each-stage
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step1: pull qanything repository	https://github.com/NascentCore/rag#step1-pull-qanything-repository
step2: Enter the project root directory and execute the startup command.	https://github.com/NascentCore/rag#step2-enter-the-project-root-directory-and-execute-the-startup-command
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	https://github.com/NascentCore/rag#-important-updates
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🏄 Try QAnything Online	https://qanything.ai
📚 Try read.youdao.com \| 有道速读	https://read.youdao.com
🛠️ Only use our BCEmbedding(embedding & rerank)	https://github.com/netease-youdao/BCEmbedding
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👂️Let me hear your voice	https://qanything.canny.io/feature-requests
	https://github.com/NascentCore/rag#getting-started
	https://github.com/NascentCore/rag#latest-features-table
	https://github.com/NascentCore/rag#version-200-adds-detailed-optimizations
	https://github.com/NascentCore/rag#display-of-data-at-each-stage
	https://github.com/NascentCore/rag#problem-fixed
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	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170060.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170067.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170074.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170088.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170101.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170115.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170129.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170148.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170166.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247171267.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170188.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170208.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170228.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170272.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170298.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170323.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170443.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170478.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170512.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170546.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170352.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170380.png
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/assets/17244247170406.png
	https://github.com/NascentCore/rag#in-summary-version-20-parsing-has-optimized-many-aspects-compared-to-version-14-parsing-including-but-not-limited-to
	https://github.com/NascentCore/rag#installation
	https://github.com/NascentCore/rag#prerequisites
Docker install	https://docs.docker.com/engine/install/
docker compose install	https://docs.docker.com/compose/install/
Docker Desktop for Windows	https://docs.docker.com/desktop/install/windows-install/
	https://github.com/NascentCore/rag#step1-pull-qanything-repository
	https://github.com/NascentCore/rag#step2-enter-the-project-root-directory-and-execute-the-startup-command
	https://github.com/NascentCore/rag#step3-start-to-experience
	https://github.com/NascentCore/rag#front-end
http://localhost:8777/qanything/	http://localhost:8777/qanything/
	https://github.com/NascentCore/rag#api
http://localhost:8777/qanything/	http://localhost:8777/qanything/
QAnything API documentation	https://github.com/NascentCore/rag/blob/qanything-v2/docs/API.md
	https://github.com/NascentCore/rag#debug
	https://github.com/NascentCore/rag#close-service
	https://github.com/NascentCore/rag#offline-use
	https://github.com/NascentCore/rag#install-offline-for-windows
	https://github.com/NascentCore/rag#faq
	https://github.com/NascentCore/rag#the-most-common-issue-at-present-is-that-the-local-service-of-ollama-has-poor-question-and-answer-effects-and-you-can-refer-to-the-solutions-in-the-faq
FAQ	https://github.com/NascentCore/rag/blob/qanything-v2/FAQ_zh.md
	https://github.com/NascentCore/rag#contributing-1
	https://github.com/NascentCore/rag#thanks-to-all-contributors-for-their-efforts-1
	https://github.com/netease-youdao/QAnything/graphs/contributors
	https://github.com/NascentCore/rag#️-roadmap--feedback
QAnything Roadmap	https://qanything.canny.io/
QAnything Feedbak	https://qanything.canny.io/feature-requests
	https://github.com/NascentCore/rag#community--support
	https://discord.gg/5uNpPsEJz8
	https://github.com/NascentCore/rag#discord-
Discord	https://discord.gg/5uNpPsEJz8
	https://github.com/NascentCore/rag#wechat
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/images/qrcode_for_qanything.jpg
	https://github.com/NascentCore/rag/blob/qanything-v2/docs/images/Wechat.jpg
	https://github.com/NascentCore/rag#email
	https://github.com/NascentCore/rag#github-issues--discussions
Github issues	https://github.com/netease-youdao/QAnything/issues
Github discussions	https://github.com/netease-youdao/QAnything/discussions
this GitHub profile	https://github.com/netease-youdao
	https://github.com/netease-youdao/QAnything/discussions
	https://github.com/NascentCore/rag#star-history
	https://star-history.com/#netease-youdao/QAnything&netease-youdao/BCEmbedding&Date
	https://github.com/NascentCore/rag#license
AGPL-3.0 License	https://github.com/NascentCore/rag/blob/qanything-v2/LICENSE
	https://github.com/NascentCore/rag#acknowledgments
BCEmbedding	https://github.com/netease-youdao/BCEmbedding
Qwen	https://github.com/QwenLM/Qwen
Triton Inference Server	https://github.com/triton-inference-server/server
FastChat	https://github.com/lm-sys/FastChat
FasterTransformer	https://github.com/NVIDIA/FasterTransformer
vllm	https://github.com/vllm-project/vllm
Langchain	https://github.com/langchain-ai/langchain
Langchain-Chatchat	https://github.com/chatchat-space/Langchain-Chatchat
Milvus	https://github.com/milvus-io/milvus
PaddleOCR	https://github.com/PaddlePaddle/PaddleOCR
Sanic	https://github.com/sanic-org/sanic
RAGFlow	https://github.com/infiniflow/ragflow
qanything.ai	https://qanything.ai
Readme	https://github.com/NascentCore/rag#readme-ov-file
AGPL-3.0 license	https://github.com/NascentCore/rag#AGPL-3.0-1-ov-file
Code of conduct	https://github.com/NascentCore/rag#coc-ov-file
Contributing	https://github.com/NascentCore/rag#contributing-ov-file
Security policy	https://github.com/NascentCore/rag#security-ov-file
Please reload this page	https://github.com/NascentCore/rag
Activity	https://github.com/NascentCore/rag/activity
Custom properties	https://github.com/NascentCore/rag/custom-properties
0 forks	https://github.com/NascentCore/rag/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FNascentCore%2Frag&report=NascentCore+%28user%29
Releases	https://github.com/NascentCore/rag/releases
Packages 0	https://github.com/orgs/NascentCore/packages?repo_name=rag
Please reload this page	https://github.com/NascentCore/rag
Contributors	https://github.com/NascentCore/rag/graphs/contributors
Please reload this page	https://github.com/NascentCore/rag
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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