Chloe Williams

8 min read

Chloe Williams for Zilliz

Mar 3

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

Chloe Williams for Zilliz

Mar 1

Scaling Audio Similarity Search with Vector Databases

#community

8 min read

Chloe Williams for Zilliz

Mar 1

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

#community

10 min read

Chloe Williams for Zilliz

Feb 28

OpenAI o1: What Developers Need to Know

#community

16 min read

Chloe Williams for Zilliz

Feb 28

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

#community

12 min read

Chloe Williams for Zilliz

Feb 28

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

#community

4

13 min read

Chloe Williams for Zilliz

Feb 28

Everything You Need to Know About LLM Guardrails

#community

13 min read

Chloe Williams for Zilliz

Feb 26

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

Chloe Williams for Zilliz

Feb 26

Top 5 AI Search Engines to Know in 2025

#community

9 min read

Chloe Williams for Zilliz

Feb 25

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

#community

10 min read

Chloe Williams for Zilliz

Feb 24

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

#tutorial #rag #vectordatabase #openai

3

8 min read

Chloe Williams for Zilliz

Feb 22

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

#vectordatabase #rag #ai #tutorial

8 min read

Chloe Williams for Zilliz

Feb 21

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

#engineering

7

9 min read

Chloe Williams for Zilliz

Feb 19

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

#rag #vectordatabase #tutorial #openai

9

4 min read

Chloe Williams for Zilliz

Feb 10

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

#community

9

12 min read

Chloe Williams for Zilliz

Feb 7

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

#community

12 min read

Chloe Williams for Zilliz

Feb 7

Top 10 Most Used Embedding Models for Audio Data

#community

15 min read

Chloe Williams for Zilliz

Feb 7

Building RAG with Dify and Milvus

#community

7

11 min read

Chloe Williams for Zilliz

Feb 3

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

#community

12 min read

Chloe Williams for Zilliz

Jan 29

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

#engineering

8 min read

Chloe Williams for Zilliz

Jan 29

3 Key Patterns to Building Multimodal RAG: A Comprehensive Guide

#community

12 min read

Chloe Williams for Zilliz

Jan 13

What is Annoy?

#community

8 min read

Chloe Williams for Zilliz

Dec 17 '24

Elasticsearch Was Great, But Vector Databases Are the Future

#vectordatabase #opensource #machinelearning #elasticsearch

6 min read

Chloe Williams 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

Chloe Williams for Zilliz

Sep 8 '24

20 Popular Open Datasets for Natural Language Processing

#nlp #machinelearning #llm #ai

5

10 min read

Chloe Williams for Zilliz

Sep 5 '24

Top 10 Natural Language Processing Tools and Platforms

#nlp #llm #machinelearning #ai

14 min read

Chloe Williams for Zilliz

Sep 3 '24

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

#rag #llm #openai #ai

9 min read

Chloe Williams for Zilliz

Aug 29 '24

Retrieval Augmented Generation with Citations

#rag #vectordatabase #ai #machinelearning

5 min read

Chloe Williams for Zilliz

Aug 27 '24

Integrating Vector Databases with Existing IT Infrastructure

#vectordatabase #llm #rag #machinelearning

8 min read

Chloe Williams 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

Chloe Williams for Zilliz

Aug 20 '24

Vector Library versus Vector Database

#vectordatabase #ai #machinelearning #compare

7 min read

Chloe Williams for Zilliz

Aug 15 '24

Scaling Vector Databases to Meet Enterprise Demands

#vectordatabase #database #ai #machinelearning

5 min read

Chloe Williams for Zilliz

Aug 13 '24

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

#vectordatabase #database #ai #machinelearning

6 min read

Chloe Williams 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

Chloe Williams for Zilliz

Aug 7 '24

Multimodal Madness! Create a Product Recommender for Smart Shopping

#ai #tutorial #beginners #rag

11

5 min read

Chloe Williams for Zilliz

Aug 6 '24

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

#rag #llm #devrel #tutorial

5 min read

Chloe Williams for Zilliz

Aug 1 '24

A Review of Hybrid Search in Milvus

#vectordatabase #ai #machinelearning #opensource

8 min read

Chloe Williams for Zilliz

Jul 30 '24

Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus

4 min read

Chloe Williams for Zilliz

Jul 25 '24

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

#llm #ai #machinelearning #eventsinyourcity

5 min read

Chloe Williams for Zilliz

Jul 25 '24

How to Connect to Milvus Lite Using LangChain and LlamaIndex

#langchain #llamaindex #tutorial #vectordatabase

7

4 min read

Chloe Williams for Zilliz

Jul 23 '24

Model Providers: Open Source vs. Closed-Source

#opensource #openai #beginners #ai

9 min read

Chloe Williams for Zilliz

Jul 18 '24

Multimodal RAG locally with CLIP and Llama3

#rag #openai #ai #tutorial

4 min read

Chloe Williams for Zilliz

Jul 16 '24

Running Llama 3, Mixtral, and GPT-4o

#ai #rag #machinelearning #tutorial

8 min read

Chloe Williams for Zilliz

May 16 '24

Comparing SPLADE Sparse Vectors with BM25

#vectordatabase #machinelearning #ai #learning

16

11 min read

Chloe Williams for Zilliz

May 16 '24

How to Pick a Vector Index in Your Milvus Instance: A Visual Guide

#vectordatabase #learning #ai #machinelearning

15

9 min read

Chloe Williams for Zilliz

May 16 '24

A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)

#rag #vectordatabase #learning #ai

16

14 min read

Chloe Williams for Zilliz

May 16 '24

Top LLMs of 2024: Only the Worthy

#ai #llm #gpt3 #nlp

9 min read

Chloe Williams for Zilliz

Apr 29 '24

Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings

#machinelearning #ai #vectordatabase #learning

18

8 min read

Chloe Williams for Zilliz

Apr 29 '24

Nemo Guardrails: Elevating AI Safety and Reliability

#ai #machinelearning #developer #rag

15

7 min read

Chloe Williams for Zilliz

Apr 29 '24

Vector Databases Are the Base of RAG Retrieval

#vectordatabase #rag #ai #machinelearning

15

6 min read

Chloe Williams for Zilliz

Apr 29 '24

Practical Tips and Tricks for Developers Building RAG Applications

#rag #beginners #ai #vectordatabase

11

11 min read

Chloe Williams for Zilliz

Mar 24 '24

Key NLP technologies in Deep Learning

#nlp #rag #machinelearning #deeplearning

10 min read

Chloe Williams for Zilliz

Mar 23 '24

How to Evaluate RAG Applications

#rag #llms #vectordatabase #machinelearning

5

10 min read

Chloe Williams for Zilliz

Mar 22 '24

Unlock Advanced Search Capabilities with Milvus and Read about RAG

#vectordatabase #opensource #azure #ai

5 min read

Chloe Williams for Zilliz

Mar 22 '24

Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

#rag #llm #vectordatabase #machinelearning