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Title: GitHub - Sam-at-git/ragflow: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Open Graph Title: GitHub - Sam-at-git/ragflow: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

X Title: GitHub - Sam-at-git/ragflow: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Description: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. - Sam-at-git/ragflow

Open Graph Description: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. - Sam-at-git/ragflow

X Description: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. - Sam-at-git/ragflow

Opengraph URL: https://github.com/Sam-at-git/ragflow

X: @github

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https://demo.ragflow.iohttps://demo.ragflow.io
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https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-latest-updates
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-stay-tuned
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https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-key-features
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-quality-in-quality-out
Deep document understandinghttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/deepdoc/README.md
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-template-based-chunking
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-grounded-citations-with-reduced-hallucinations
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-compatibility-with-heterogeneous-data-sources
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-automated-and-effortless-rag-workflow
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-system-architecture
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https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-get-started
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-prerequisites
Install Docker Enginehttps://docs.docker.com/engine/install/
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-start-up-the-server
this guidehttps://ragflow.io/docs/dev/build_docker_image
service_conf.yaml.templatehttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/service_conf.yaml.template
llm_api_key_setuphttps://ragflow.io/docs/dev/llm_api_key_setup
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-configurations
.envhttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/.env
service_conf.yaml.templatehttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/service_conf.yaml.template
docker-compose.ymlhttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/docker-compose.yml
docker-compose.ymlhttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/docker-compose.yml
./docker/READMEhttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/README.md
service_conf.yaml.templatehttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/service_conf.yaml.template
docker-compose.ymlhttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/docker/docker-compose.yml
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#switch-doc-engine-from-elasticsearch-to-infinity
Infinityhttps://github.com/infiniflow/infinity/
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-build-a-docker-image-without-embedding-models
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-build-a-docker-image-including-embedding-models
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-launch-service-from-source-for-development
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https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-documentation
Quickstarthttps://ragflow.io/docs/dev/
Configurationhttps://ragflow.io/docs/dev/configurations
Release noteshttps://ragflow.io/docs/dev/release_notes
User guideshttps://ragflow.io/docs/dev/category/guides
Developer guideshttps://ragflow.io/docs/dev/category/developers
Referenceshttps://ragflow.io/docs/dev/category/references
FAQshttps://ragflow.io/docs/dev/faq
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-roadmap
RAGFlow Roadmap 2025https://github.com/infiniflow/ragflow/issues/4214
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-community
Discordhttps://discord.gg/NjYzJD3GM3
Twitterhttps://twitter.com/infiniflowai
GitHub Discussionshttps://github.com/orgs/infiniflow/discussions
https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#-contributing
Contribution Guidelineshttps://patch-diff.githubusercontent.com/Sam-at-git/ragflow/blob/main/CONTRIBUTING.md
ragflow.iohttps://ragflow.io
Readme https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/Sam-at-git/ragflow#Apache-2.0-1-ov-file
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