Prompt Engineering Guide collects lessons, papers, notebooks, and resources on prompting, retrieval-augmented generation, and AI agents.
Open source
24 alternativesAwesome RAG Production
Awesome RAG Production curates tools, frameworks, and practices for building retrieval-augmented generation systems.
About Awesome RAG Production
Awesome RAG Production is an open-source GitHub repository that collects tools, frameworks, and practices for building, scaling, and monitoring retrieval-augmented generation systems. It provides a decision guide for selecting components, three reference architectures from local to enterprise setups, and case studies from LinkedIn, DoorDash, and Discord.
It covers data ingestion, chunking, embedding models, vector databases, retrieval and reranking, evaluation, observability, deployment, security, and cost management. Benchmark figures are labeled by source type, and the repository notes weekly freshness reviews.
Key features
- Decision tree for selecting framework, vector database, embedding, and reranker
- Three reference architectures spanning local to enterprise deployments
- Case studies covering LinkedIn, DoorDash, and Discord deployments
- Vector database comparison and embedding model selection guides
- Guides for chunking, retrieval, reranking, evaluation, and observability
- Benchmarks labeled by third-party, vendor, or author source
Best for: Developers building semantic search, question-answering systems, or AI assistants that use retrieval-augmented generation.
Good for
- Covers the full workflow from ingestion to deployment and monitoring
- Includes decision guides and reference architectures for different scales
- Labels benchmark sources and notes weekly freshness reviews
Awesome RAG Production at a glance
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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