Agentic AI Atlasby a5c.ai
OverviewWikiGraphFor AgentsEdgesSearchWorkspace
/
GitHubDocsDiscord
iiRecord
Agentic AI Atlas · RAG Pipeline Engineering
skill-area:rag-pipeline-engineeringa5c.ai
Search record views/
Record · tabs

Available views

II.Record viewspp. 1 - 1
overviewjsongraph
II.
SkillArea overview

skill-area:rag-pipeline-engineering

Reference · live

RAG Pipeline Engineering overview

Building retrieval-augmented generation pipelines end-to-end — document ingestion, chunking, embedding, vector indexing, retrieval, re-ranking, context assembly, and evaluation. Covers both prototyping with lightweight tools and production-grade pipelines with monitoring and quality metrics.

SkillAreaOutgoing · 11Incoming · 31

Attributes

displayName
RAG Pipeline Engineering
description
Building retrieval-augmented generation pipelines end-to-end — document ingestion, chunking, embedding, vector indexing, retrieval, re-ranking, context assembly, and evaluation. Covers both prototyping with lightweight tools and production-grade pipelines with monitoring and quality metrics.
domains
  • specialization:ai-agents-conversational
expertiseLevels
  • intermediate
  • expert

Outgoing edges

applies_to1
  • specialization:ai-agents-conversational·Specialization
prerequisite_for_learning1
  • skill-area:knowledge-graph-management·SkillAreaKnowledge Graph Management
uses_framework2
  • framework:langchain·FrameworkLangChain
  • framework:langgraph·FrameworkLangGraph
uses_library1
  • library:llama-index·LibraryLlamaIndex
uses_tool6
  • tool:chromadb·ToolChroma
  • tool:pinecone·ToolPinecone
  • tool:weaviate·ToolWeaviate
  • tool:haystack·ToolHaystack
  • tool:cognita·ToolCognita
  • tool:verba·ToolVerba

Incoming edges

library_used_by2
  • library:langchain·LibraryLangChain
  • library:llama-index·LibraryLlamaIndex
prerequisite_for_learning1
  • skill-area:knowledge-fabric-design·SkillAreaKnowledge Fabric Design
requires_skill_area2
  • stack-profile:agentic-rag·StackProfileAgentic RAG Stack (LlamaIndex, ChromaDB, LangChain, FastAPI, React)
  • stack-profile:rag-stack·StackProfileRAG Application Stack (Python + LangChain + ChromaDB + FastAPI)
tool_used_by15
  • tool:chromadb·ToolChroma
  • tool:weaviate·ToolWeaviate
  • tool:pinecone·ToolPinecone
  • tool:qdrant·ToolQdrant
  • tool:milvus·ToolMilvus
  • tool:glean·ToolGlean
  • tool:guru·ToolGuru
  • tool:danswer·ToolDanswer (Onyx)
  • tool:quivr·ToolQuivr
  • tool:private-gpt·ToolPrivateGPT
  • tool:kapa-ai·ToolKapa.ai
  • tool:dashworks·ToolDashworks
  • tool:haystack·ToolHaystack
  • tool:cognita·ToolCognita
  • tool:verba·ToolVerba
used_by_skill_area1
  • framework:langchain·FrameworkLangChain
used_for10
  • tool:glean·ToolGlean
  • tool:guru·ToolGuru
  • tool:danswer·ToolDanswer (Onyx)
  • tool:quivr·ToolQuivr
  • tool:private-gpt·ToolPrivateGPT
  • tool:kapa-ai·ToolKapa.ai
  • tool:dashworks·ToolDashworks
  • tool:haystack·ToolHaystack
  • tool:cognita·ToolCognita
  • tool:verba·ToolVerba

Related pages

No related wiki pages for this record.

Shortcuts

Open in graph
Browse node kind