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llamaindex

Guides agents in building LLM applications with LlamaIndex, including RAG pipelines, agent workflows, knowledge graphs, evaluation, observability, deployment, and framework comparisons.

★ 88 GitHub Stars

94 品質スコア

19 ファイル

このSkillについて

Build LLM applications with the LlamaIndex framework. Use when working with LlamaIndex or comparing RAG and agent orchestration frameworks. Do not use this skill for unrelated requests; route to the nearest named specialist.

利用例

Build RAG pipelines over documents or enterprise data
Design multi-agent systems with AgentWorkflow
Construct knowledge graphs from unstructured documents
Evaluate and troubleshoot retrieval quality
Deploy LlamaIndex workflows to production

特徴

Nine-phase guidance from ingestion through deployment
References for RAG strategies, agents, workflows, graphs, and deployment
Python templates for basic and agentic RAG workflows
Evaluation and observability guidance
Structured troubleshooting tables for retrieval, agents, workflows, and deployment

必要要件

Python
LlamaIndex

対応Agent

指定なし

Skillファイル

Other


                                evals/evals.json

JSON Other


                                README.md

Markdown Other


                                templates/agentic-rag.py

Python Other


                                templates/basic-rag.py

Python Other


                                templates/custom-workflow.py

Python Other


                                templates/production-deploy.py

Python Reference


                                references/agent-patterns.md

Markdown Reference


                                references/architecture.md

Markdown Reference


                                references/evaluation-observability.md

Markdown Reference


                                references/evaluation-workflow.md

Markdown Reference


                                references/example-rag-pipeline.md

Markdown Reference


                                references/faq-and-troubleshooting.md

Markdown Reference


                                references/integration-ecosystem.md

Markdown Reference


                                references/production-deployment.md

Markdown Reference


                                references/property-graph-index.md

Markdown Reference


                                references/rag-strategies.md

Markdown Reference


                                references/workflows.md

Markdown Script


                                scripts/check-setup.py

Python SKILL.md


                                SKILL.md

Markdown

llamaindex

このSkillについて

利用例

特徴

必要要件

対応Agent

Skillファイル

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