OpenAgentSkill guide
Best rag and knowledge skills for AI agents
Use these skills to ingest documents, index knowledge, retrieve relevant context, and make agents better at answering with grounded sources.
When to use this guide
Start from the job, then shortlist the tools.
Index documents
Use quality and freshness signals to decide whether a skill belongs in this workflow.
Search a knowledge base
Use quality and freshness signals to decide whether a skill belongs in this workflow.
Summarize source material
Use quality and freshness signals to decide whether a skill belongs in this workflow.
Ground answers in retrieved context
Use quality and freshness signals to decide whether a skill belongs in this workflow.
Shortlist
Top skills to evaluate
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
21 Lessons, Get Started Building with Generative AI
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
Best fit: High-confidence pick with strong adoption and healthy maintenance signals.
Related stack