RAG System Design

Pro

Design retrieval-augmented generation systems for enhanced AI accuracy with custom knowledge bases

Template Fields

Use CasetextRequired

e.g., Internal knowledge base Q&A, Document analysis system

Data Source TypesmultiselectRequired
Documents (PDF/Word)Web PagesDatabasesAPIsCode RepositoriesEmailsChat LogsMedia Files
Expected Data VolumeselectRequired
<1GB1-10GB10-100GB100GB-1TB>1TB
Vector Database ChoiceselectRequired
PineconeWeaviateMilvusQdrantChromaDBFAISSElasticsearchOther/Custom
Embedding ModelselectRequired
OpenAI AdaCohereSentence TransformersCustom ModelMultiple Models
Retrieval StrategymultiselectRequired
Semantic SearchKeyword SearchHybrid SearchMulti-hop RetrievalRe-rankingQuery Expansion
Document Chunking StrategymultilineRequired

Describe how documents will be split (e.g., by paragraph, fixed tokens, semantic boundaries)

Performance RequirementsmultilineRequired

Response time, accuracy targets, concurrent users

Data Update FrequencyselectRequired
Real-timeNear real-time (<1 hour)DailyWeeklyMonthlyAd-hoc
Security & Access Controlmultiline

Describe security, privacy, and access control needs

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