resource: vector-database

17 resources, primary matches first, then adoption-weighted; health v2 shown.

Resource	Health v2	Stars	Maturity
datawhalechina/llm-universe A Chinese-language open-source tutorial from Datawhale that teaches beginner developers how to build LLM applications through a hands-on pe…	60	13863	active
mongodb-developer/GenAI-Showcase MongoDB's official showcase repository of Jupyter notebooks, sample apps, and workshops demonstrating Retrieval-Augmented Generation (RAG),…	70	4260	active
pinecone-io/examples A collection of Jupyter Notebooks and sample applications from Pinecone for learning vector databases and common AI patterns like RAG and s…	76	3037	active
currentslab/awesome-vector-search A curated awesome list of vector search engines, libraries, cloud services, and research papers. It catalogs resources for vector similarit…	73	1581	active
ykhli/local-ai-stack A starter kit (boilerplate) for building fully local AI applications with zero API costs, beginning with a document Q&A chat app. It combin…	27	1391	active
elastic/elasticsearch-labs A collection of executable Python notebooks and example applications from Elastic demonstrating how to use Elasticsearch as a vector databa…	74	1123	active
NirDiamant/RAG_Techniques A community-driven collection of 42+ runnable Jupyter notebook tutorials covering Retrieval-Augmented Generation (RAG) techniques from foun…	72	29232	active
n8n-io/self-hosted-ai-starter-kit A Docker Compose template from n8n that spins up a local, self-hosted AI development environment bundling n8n, Ollama, Qdrant, and PostgreS…	68	15208	active
DataTalksClub/llm-zoomcamp LLM Zoomcamp is a free, open-source 10-week online course by DataTalks.Club on building real-life LLM applications, including RAG, vector s…	69	7125	active
tensorchord/Awesome-LLMOps A curated awesome-list cataloging the best LLMOps tools for developers, covering models, serving, security, training, data management, depl…	70	5921	active
decodingai-magazine/llm-twin-course A free hands-on course (source code plus 12 lessons) that teaches how to build an end-to-end production-ready LLM and RAG system by creatin…	60	4385	active
oracle-devrel/oracle-ai-developer-hub A curated collection of technical resources, reference applications, and tutorials for building AI applications, agents, and systems on Ora…	61	4350	active
coleam00/local-ai-packaged A Docker Compose template that bootstraps a complete self-hosted local AI stack, bundling Ollama, n8n, Supabase, Open WebUI, Flowise, Neo4j…	58	3763	active
Sumanth077/ai-engineering-toolkit A curated list of 100+ libraries and frameworks for AI engineers building with large language models, covering vector databases, orchestrat…	54	3378	active
liyupi/yu-ai-agent A tutorial-based project by programmer Yupi teaching AI application development with Java 21, Spring Boot 3, and Spring AI. Learners build …	47	2630	active
a16z-infra/ai-getting-started A JavaScript/TypeScript starter stack for building AI weekend projects, combining Next.js, Clerk auth, Pinecone/pgvector vector stores, Lan…	29	4141	maintenance
a16z-infra/llm-app-stack A curated reference list from a16z cataloging tools, projects, and vendors at each layer of the LLM application stack, from data pipelines …	28	1319	maintenance