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Title: GitHub - SwapCodesDev/rag-engine: A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking. · GitHub

Open Graph Title: GitHub - SwapCodesDev/rag-engine: A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking.

X Title: GitHub - SwapCodesDev/rag-engine: A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking.

Description: A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking. - SwapCodesDev/rag-engine

Open Graph Description: A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking. - SwapCodesDev/rag-engine

X Description: A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking. - SwapCodesDev/rag-engine

Opengraph URL: https://github.com/SwapCodesDev/rag-engine

X: @github

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Links:

Skip to content	https://github.com/SwapCodesDev/rag-engine#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FSwapCodesDev%2Frag-engine
GitHubRepository hosting, code review, and collaboration	https://github.com/platform
CopilotAI coding agent for tasks, projects and automated work	https://github.com/features/copilot
ActionsCI/CD and automation	https://github.com/features/actions
Code QualityQuality analysis, fixes, and enforcement	https://github.com/features/code-quality
CodespacesCloud development environments	https://github.com/features/codespaces
Code SecurityVulnerability detection and remediation	https://github.com/security/advanced-security/code-security
Secret ProtectionSecret scanning and leak prevention	https://github.com/security/advanced-security/secret-protection
All Features	https://github.com/features
Documentation	https://docs.github.com/en
Training	https://learn.github.com/skills
Certifications	https://learn.github.com/credentials
Build with Copilot	https://github.com/features/ai
Customize Copilot	https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview
Integrations	https://github.com/marketplace
Trending repos	https://github.com/trending
GitHub Sponsors	https://github.com/open-source/sponsors
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Why GitHub	https://github.com/why-github
Customer Stories	https://github.com/customer-stories
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Trust Center	https://github.com/trust-center
GitHub Advanced SecurityEnterprise-grade code security	https://github.com/security/advanced-security
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rag-engine	https://github.com/SwapCodesDev/rag-engine
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artificial-intelligence	https://github.com/topics/artificial-intelligence
bm25	https://github.com/topics/bm25
chromadb	https://github.com/topics/chromadb
cross-encoder	https://github.com/topics/cross-encoder
fastapi	https://github.com/topics/fastapi
hybrid-search	https://github.com/topics/hybrid-search
python	https://github.com/topics/python
rag-engine	https://github.com/topics/rag-engine
react	https://github.com/topics/react
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vector-database	https://github.com/topics/vector-database
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	https://github.com/SwapCodesDev/rag-engine/commits/main/
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	https://github.com/SwapCodesDev/rag-engine#1-backend-setup
	https://github.com/SwapCodesDev/rag-engine#2-frontend-setup
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artificial-intelligence	https://github.com/topics/artificial-intelligence
bm25	https://github.com/topics/bm25
chromadb	https://github.com/topics/chromadb
cross-encoder	https://github.com/topics/cross-encoder
fastapi	https://github.com/topics/fastapi
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rag-engine	https://github.com/topics/rag-engine
react	https://github.com/topics/react
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	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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