Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
| Date | Stars |
|---|---|
| 2026-07-24 | 2439 |
| 2026-07-25 | 2439 |
| 2026-07-28 | 2439 |
| 2026-07-30 | 2439 |
| 2026-08-06 | 2439 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<img src="pics/logo.png" alt="milvus bootcamp banner">
<div class="column" align="middle">
<a href="https://github.com/milvus-io/bootcamp/blob/master/LICENSE"><img height="20" src="https://img.shields.io/github/license/milvus-io/bootcamp" alt="license"/></a>
<a href="https://milvus.io"><img src="https://img.shields.io/badge/milvus-blue" alt="milvus"/></a>
<a href="https://cloud.zilliz.com/signup?utm_source=partner&utm_medium=referral&utm_campaign=2024-11-04_web_github-readme_global"><img src="https://img.shields.io/badge/zilliz-green" alt="fully-managed-milvus"/></a>
<a href="https://milvus.io/slack"><img src="https://img.shields.io/badge/Slack-%234A154B.svg?style=flat&logo=slack&logoColor=white" alt="slack"/></a>
<a href="https://discord.gg/mKc3R95yE5"><img height="20" src="https://img.shields.io/badge/Discord-%235865F2.svg?style=for-the-badge&logo=discord&logoColor=white" alt="discord"/></a>
<a href="https://x.com/milvusio"><img src="https://img.shields.io/twitter/follow/milvusio" alt="twitter"/></a>
</div>
## :bird: What You Can Do
Begin an interactive journey to master [Milvus](https://milvus.io), enhancing your projects with seamless integration and optimization tools.
- **Explore Tutorials:** Dive into notebooks that walk you through diverse Milvus use cases.
- **Deploy Demos:** Build your own demo to see Milvus in action.
- **Discover Use Cases:** Learn how Milvus integrates with other tools and frameworks through practical examples.
- **Expand Your Skills:** Apply evaluation methods to test and optimize your applications.
## :pencil: Examples
You can explore a comprehensive [Tutorials Overview](https://milvus.io/docs/tutorials-overview.md) covering topics such as Retrieval-Augmented Generation (RAG), Semantic Search, Hybrid Search, Question Answering, Recommendation Systems, and various quick-start guides. These resources are designed to help you get started quickly and efficiently.
<table>
<tr>
<td width="30%">
<a href="https://milvus.io/milvus-demos">
<img src="https://assets.zilliz.com/image_search_59a64e4f22.gif" />
</a>
</td>
<td width="30%">
<a href="https://milvus.io/milvus-demos">
<img src="https://assets.zilliz.com/qa_df5ee7bd83.gif" />
</a>
</td>
<td width="30%">
<a href="https://milvus.io/milvus-demos">
<img src="https://assets.zilliz.com/mole_search_76f8340572.gif" />
</a>
</td>
</tr>
<tr>
<th>
<a href="https://milvus.io/milvus-demos">Image Search</a>
</th>
<th>
<a href="https://milvus.io/milvus-demos">RAG</a>
</th>
<th>
<a href="https://milvus.io/milvus-demos">Drug Discovery</a>
</th>
</tr>
</table>
Here is a selection of demos and tutorials to show how to build various types of AI applications made with Milvus:
| Tutorial | Use Case | Related Milvus Features |
| ----------- | -------- | -------- |
| [Build RAG with Milvus](https://milvus.io/docs/build-rag-with-milvus.md) | RAG | vector search |
| [Advanced RAG Optimizations](https://milvus.io/docs/how_to_enhance_your_rag.md) | RAG | vector search, full text search |
| [Full Text Search with Milvus](https://milvus.io/docs/full_text_search_with_milvus.md) | Text Search | full text search |
| [Hybrid Search with Milvus](https://milvus.io/docs/hybrid_search_with_milvus.md) | Hybrid Search | hybrid search, multi vector, dense embedding, sparse embedding |
| [Image Search with Milvus](https://milvus.io/docs/image_similarity_search.md) | Semantic Search | vector search, dynamic field |
| [Multimodal Search using Multi Vectors](https://milvus.io/docs/multimodal_rag_with_milvus.md) | Semantic Search | multi vector, hybrid search |
| [Movie Recommendation with Milvus](https://milvus.io/docs/movie_recommendation_with_milvus.md) | Recommendation System | vector search |
| [Graph RAG with Milvus](https://milvus.io/docs/graph_rag_with_milvus.md) | RAG | graph search |
| [Use Milvus as a LangChain Vector Store](https://milvus.io/docs/basic_usage_langchExcerpt of 5,405 characters
Read on GitHub
Cheney Zhang · @zilliztech · China
20
Jael Gu · Zilliz
5
1
Shawn Zheng · Zilliz · China
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:17094d617e55dd58, topic:vector-database, topic:semantic-search, readme:vector store
matched fp:17094d617e55dd58, topic:rag, topic:question-answering, readme:retrieval-augmented generation