Zilliz

6 min read

Cover image for Our Journey to 35K+ GitHub Stars: The Real Story of Building Milvus from Scratch

Zilliz for Zilliz

Jun 30 '25

Our Journey to 35K+ GitHub Stars: The Real Story of Building Milvus from Scratch

#product

10 min read

Cover image for Top 5 Open Source Vector Search Engines: A Comprehensive Comparison Guide for 2025

Zilliz for Zilliz

Jun 1 '25

Top 5 Open Source Vector Search Engines: A Comprehensive Comparison Guide for 2025

#community

3

17 min read

Cover image for Popular Video AI Models Every Developer Should Know

Zilliz for Zilliz

May 9 '25

The Great AI Agent Protocol Race: Function Calling vs. MCP vs. A2A

#community

7 min read

Cover image for What Exactly Are AI Agents? Why OpenAI and LangChain Are Fighting Over Their Definition?

Zilliz for Zilliz

Apr 23 '25

What Exactly Are AI Agents? Why OpenAI and LangChain Are Fighting Over Their Definition?

#community

17 min read

Zilliz for Zilliz

Mar 14 '25

Build RAG Chatbot 🤖 with LangChain, Milvus, Mistral AI Pixtral, and NVIDIA bge-m3

#vectordatabase #rag #ai #tutorial

8 min read

Zilliz for Zilliz

Mar 12 '25

Tutorial: Build a RAG Chatbot with LangChain 🦜, Zilliz Cloud, Anthropic Claude 3 Opus, and Google Vertex AI text-embedding-004

#vectordatabase #rag #tutorial #ai

8 min read

Zilliz for Zilliz

Mar 5 '25

How to Build a RAG Chatbot with LangChain, Milvus, Together AI Mixtral 8x7B Instruct v0.1, and OpenAI text-embedding-3-large

#openai #rag #vectordatabase #ai

8 min read

Zilliz for Zilliz

Mar 3 '25

RAG Chatbot: Build with LangChain, Milvus, Fireworks AI 🔥Llama 3.1 8B Instruct, and Cohere embed-multilingual-v2.0

#rag #vectordatabase #llm #ai

4

8 min read

Cover image for Scaling Audio Similarity Search with Vector Databases

Zilliz for Zilliz

Mar 1 '25

Scaling Audio Similarity Search with Vector Databases

#community

8 min read

Cover image for DeepSeek vs. OpenAI: A Battle of Innovation in Modern AI

Zilliz for Zilliz

Mar 1 '25

DeepSeek vs. OpenAI: A Battle of Innovation in Modern AI

#community

10 min read

Cover image for OpenAI o1: What Developers Need to Know

Zilliz for Zilliz

Feb 28 '25

OpenAI o1: What Developers Need to Know

#community

16 min read

Cover image for Why Deepseek is Waking up AI Giants Like OpenAI And Why You Should Care

Zilliz for Zilliz

Feb 28 '25

Why Deepseek is Waking up AI Giants Like OpenAI And Why You Should Care

#community

12 min read

Cover image for Enhancing Multimodal AI: Bridging Audio, Text, and Vector Search

Zilliz for Zilliz

Feb 28 '25

Enhancing Multimodal AI: Bridging Audio, Text, and Vector Search

#community

13 min read

Cover image for Everything You Need to Know About LLM Guardrails

Zilliz for Zilliz

Feb 28 '25

Everything You Need to Know About LLM Guardrails

#community

13 min read

Zilliz for Zilliz

Feb 26 '25

How to Build a Retrieval Augmented Generation (RAG) Chatbot with LangChain, Milvus, Anthropic Claude 3 Sonnet, and mistral-embed

#rag #vectordatabase #tutorial #llm

8 min read

Cover image for Top 5 AI Search Engines to Know in 2025

Zilliz for Zilliz

Feb 26 '25

Top 5 AI Search Engines to Know in 2025

#community

4

9 min read

Cover image for DeepSeek Always Busy? Deploy It Locally with Milvus in Just 10 Minutes—No More Waiting!

Zilliz for Zilliz

Feb 25 '25

DeepSeek Always Busy? Deploy It Locally with Milvus in Just 10 Minutes—No More Waiting!

#community

10 min read

Zilliz for Zilliz

Feb 24 '25

Build RAG Chatbot with LangChain, Milvus, Anthropic Claude 3 Opus, and OpenAI text-embedding-3-small

#tutorial #rag #vectordatabase #openai

3

8 min read

Zilliz for Zilliz

Feb 22 '25

Tutorial: LangChain, Milvus, Anthropic Claude 3 Haiku, and voyage-3-large RAG Chatbot

#vectordatabase #rag #ai #tutorial

8 min read

Cover image for Build Your Own AI Research Assistant: DeepSearcher Brings Open Source Deep Research to Your Local Machine

Zilliz for Zilliz

Feb 21 '25

Build Your Own AI Research Assistant: DeepSearcher Brings Open Source Deep Research to Your Local Machine

#engineering

9 min read

Zilliz for Zilliz

Feb 19 '25

RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large

#rag #vectordatabase #tutorial #openai

7

4 min read

Cover image for Why DeepSeek V3 is Taking the AI World by Storm: A Developer’s Perspective

Zilliz for Zilliz

Feb 10 '25

Why DeepSeek V3 is Taking the AI World by Storm: A Developer’s Perspective

#community

9

12 min read

Cover image for Unlocking Pre-trained Models: A Developer’s Guide to Audio AI Tasks

Zilliz for Zilliz

Feb 7 '25

Unlocking Pre-trained Models: A Developer’s Guide to Audio AI Tasks

#community

12 min read

Cover image for Top 10 Most Used Embedding Models for Audio Data

Zilliz for Zilliz

Feb 7 '25

Top 10 Most Used Embedding Models for Audio Data

#community

15 min read

Cover image for Building RAG with Dify and Milvus

Zilliz for Zilliz

Feb 7 '25

Building RAG with Dify and Milvus

#community

3

11 min read

Cover image for How to Calculate the Total Cost of Your RAG-Based Solutions

Zilliz for Zilliz

Feb 3 '25

How to Calculate the Total Cost of Your RAG-Based Solutions

#community

12 min read

Cover image for How AI Is Transforming Information Retrieval and What’s Next for You

Zilliz for Zilliz

Jan 29 '25

How AI Is Transforming Information Retrieval and What’s Next for You

#engineering

8 min read

Cover image for 3 Key Patterns to Building Multimodal RAG: A Comprehensive Guide

Zilliz for Zilliz

Jan 29 '25

3 Key Patterns to Building Multimodal RAG: A Comprehensive Guide

#community

12 min read

Zilliz for Zilliz

Jan 13 '25

What is Annoy?

#community

8 min read

Zilliz for Zilliz

Dec 17 '24

Elasticsearch Was Great, But Vector Databases Are the Future

#vectordatabase #opensource #machinelearning #elasticsearch

9

6 min read

Cover image for Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀

Zilliz for Zilliz

Dec 17 '24

Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀

#vectordatabase #machinelearning #ai #database

4 min read

Zilliz for Zilliz

Sep 8 '24

20 Popular Open Datasets for Natural Language Processing

#nlp #machinelearning #llm #ai

5

10 min read

Zilliz for Zilliz

Sep 5 '24

Top 10 Natural Language Processing Tools and Platforms

#nlp #llm #machinelearning #ai

14 min read

Zilliz for Zilliz

Sep 3 '24

Will Retrieval Augmented Generation (RAG) Be Killed by Long-Context LLMs?

#rag #llm #openai #ai

9 min read

Zilliz for Zilliz

Aug 29 '24

Retrieval Augmented Generation with Citations

#rag #vectordatabase #ai #machinelearning

5 min read

Zilliz for Zilliz

Aug 27 '24

Integrating Vector Databases with Existing IT Infrastructure

#vectordatabase #llm #rag #machinelearning

8 min read

Zilliz for Zilliz

Aug 22 '24

An Introduction to Vector Embeddings: What They Are and How to Use Them

#vectordatabase #ai #machinelearning #tutorial

9 min read

Zilliz for Zilliz

Aug 20 '24

Vector Library versus Vector Database

#vectordatabase #ai #machinelearning #compare

7 min read

Zilliz for Zilliz

Aug 15 '24

Scaling Vector Databases to Meet Enterprise Demands

#vectordatabase #database #ai #machinelearning

5 min read

Zilliz for Zilliz

Aug 13 '24

From Rows and Columns to Vectors: The Evolutionary Journey of Database Technologies

#vectordatabase #database #ai #machinelearning

5

6 min read

Zilliz for Zilliz

Aug 8 '24

Understanding Vector Databases: Compare Vector Databases, Vector Search Libraries, and Vector Search Plugins

#vectordatabase #vectorsearch #llm #machinelearning

11

7 min read

Cover image for Multimodal Madness! Create a Product Recommender for Smart Shopping

Zilliz for Zilliz

Aug 7 '24

Multimodal Madness! Create a Product Recommender for Smart Shopping

#ai #tutorial #beginners #rag

11

5 min read

Zilliz for Zilliz

Aug 6 '24

Exploring Retrieval Augmented Generation (RAG): Chunking, LLMs, and Evaluations

#rag #llm #devrel #tutorial

5 min read

Zilliz for Zilliz

Aug 1 '24

A Review of Hybrid Search in Milvus

#vectordatabase #ai #machinelearning #opensource

8 min read

Zilliz for Zilliz

Jul 30 '24

Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus

4 min read

Cover image for AI/ML Terms You May Not Know & Battle of the LLMs 🤔

Zilliz for Zilliz

Jul 25 '24

AI/ML Terms You May Not Know & Battle of the LLMs 🤔

#llm #ai #machinelearning #eventsinyourcity

5 min read

Zilliz for Zilliz

Jul 25 '24

How to Connect to Milvus Lite Using LangChain and LlamaIndex

#langchain #llamaindex #tutorial #vectordatabase

7

4 min read

Zilliz for Zilliz

Jul 23 '24

Model Providers: Open Source vs. Closed-Source

#opensource #openai #beginners #ai

9 min read

Zilliz for Zilliz

Jul 18 '24

Multimodal RAG locally with CLIP and Llama3

#rag #openai #ai #tutorial

9