building-rag-systems
Skill9 starsChanged 9 months agoNo licenceView on GitHub
Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval. Use when implementing document ingestion pipelines, vector search with Qdrant, or context-aware retrieval. Covers chunking strategies, change detection, payload indexing, and context expansion. NOT when doing simple similarity search without production requirements.
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Other versions3 projects use a version of this.
Word for word · 3
- mjunaidca/mjs-agent-skills★ 27100% same
- AbdullahMalik17/Digital-FTE★ 12100% same
- AbdullahMalik17/My_skills★ 9100% same
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Wrote their own version · 0
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How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository47 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- browser-useSkill
- browsing-with-playwrightSkill
- building-chatgpt-appsSkill
- building-chat-interfacesSkill
- building-chat-widgetsSkill
- building-mcp-serversSkill
- building-nextjs-appsSkill
- configuring-better-authSkill
- configuring-dapr-pubsubSkill
- containerizing-applicationsSkill
- context7-efficientSkill
- context-degradationSkill
- context-fundamentalsSkill
- context-optimizationSkill
- creating-skillsSkill
- deploying-cloud-k8sSkill
- deploying-kafka-k8sSkill
- deploying-postgres-k8sSkill
- designing-nextjs-uiSkill
- doc-coauthoringSkill
- docxSkill
- evaluationSkill
- fetching-library-docsSkill
- installing-skill-trackerSkill
- internal-commsSkill
- memory-systemsSkill
- multi-agent-patternsSkill
- nextjs-devtoolsSkill
- nx-monorepoSkill
- operating-k8s-localSkill
- operating-production-servicesSkill
- pdfSkill
- pptxSkill
- project-designerSkill
- researching-with-deepwikiSkill
- scaffolding-fastapi-daprSkill
- scaffolding-openai-agentsSkill
- skill-creatorSkill
- streaming-llm-responsesSkill
- styling-with-shadcnSkill
- systematic-debuggingSkill
- theme-factorySkill
- tool-designSkill
- working-with-documentsSkill
- working-with-spreadsheetsSkill
- xlsxSkill
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