skill categories · Orchestra-Research/AI-Research-SKILLs

Agents and RAG

Agent-framework and retrieval guidance for LangChain, LlamaIndex, CrewAI, AutoGPT, Chroma, FAISS, Pinecone, Qdrant, and Sentence Transformers.

Parent repository GitHub

Type: skill categories
Repository: Orchestra-Research/AI-Research-SKILLs
Readiness: Usable for guided research workflows, but framework guidance, autonomous claims, and demo results require project-specific validation
Keywords: 8

Location

Repository path

14-agents/; 15-rag/

Invocation

Select Agents or RAG in the interactive installer.

Setup

Installation / activation

Agent construction, orchestration, embeddings, retrieval, or vector-search tasks.

Keywords

agentsRAGLangChainLlamaIndexCrewAIFAISSPineconeQdrant

Repository context

Orchestra-Research/AI-Research-SKILLs

MIT-licensed, cross-agent library of 98 stated SKILL.md research and engineering playbooks in 23 categories; for Claude Code it installs as individual or category skills and adds an autoresearch layer that routes literature, ideation, experimentation, analysis, artifact, and paper-writing work across domain skills.

AI researchMachine learning engineeringLarge language modelsModel trainingModel evaluationMechanistic interpretabilityInference and servingMLOps and infrastructureRetrieval-augmented generationMultimodal AIAI safety and alignmentScientific communication

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