Chloe Williams - DEV Community

Chloe Williams for Zilliz

Dec 17

Elasticsearch Was Great, But Vector Databases Are the Future

#vectordatabase #opensource #machinelearning #elasticsearch

7

6 min read

Chloe Williams for Zilliz

Dec 17

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

#vectordatabase #machinelearning #ai #database

5

4 min read

Chloe Williams for Zilliz

Sep 8

20 Popular Open Datasets for Natural Language Processing

#nlp #machinelearning #llm #ai

5

10 min read

Chloe Williams for Zilliz

Sep 5

Top 10 Natural Language Processing Tools and Platforms

#nlp #llm #machinelearning #ai

14 min read

Chloe Williams for Zilliz

Sep 3

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

#rag #llm #openai #ai

9 min read

Chloe Williams for Zilliz

Aug 29

Retrieval Augmented Generation with Citations

#rag #vectordatabase #ai #machinelearning

2

5 min read

Chloe Williams for Zilliz

Aug 27

Integrating Vector Databases with Existing IT Infrastructure

#vectordatabase #llm #rag #machinelearning

1

8 min read

Chloe Williams for Zilliz

Aug 22

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

#vectordatabase #ai #machinelearning #tutorial

6

9 min read

Chloe Williams for Zilliz

Aug 20

Vector Library versus Vector Database

#vectordatabase #ai #machinelearning #compare

6

7 min read

Chloe Williams for Zilliz

Aug 15

Scaling Vector Databases to Meet Enterprise Demands

#vectordatabase #database #ai #machinelearning

6

5 min read

Chloe Williams for Zilliz

Aug 13

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

#vectordatabase #database #ai #machinelearning

6

6 min read

Chloe Williams for Zilliz

Aug 8

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

Multimodal Madness! Create a Product Recommender for Smart Shopping

#ai #tutorial #beginners #rag

11

5 min read

Chloe Williams for Zilliz

Aug 6

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

#rag #llm #devrel #tutorial

12

5 min read

Chloe Williams for Zilliz

Aug 1

A Review of Hybrid Search in Milvus

#vectordatabase #ai #machinelearning #opensource

12

8 min read

Chloe Williams for Zilliz

Jul 30

Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus

12

4 min read

Chloe Williams for Zilliz

Jul 25

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

#llm #ai #machinelearning #eventsinyourcity

12

5 min read

Chloe Williams for Zilliz

Jul 25

How to Connect to Milvus Lite Using LangChain and LlamaIndex

#langchain #llamaindex #tutorial #vectordatabase

7

4 min read

Chloe Williams for Zilliz

Jul 23

Model Providers: Open Source vs. Closed-Source

#opensource #openai #beginners #ai

6

9 min read

Chloe Williams for Zilliz

Jul 18

Multimodal RAG locally with CLIP and Llama3

#rag #openai #ai #tutorial

7

4 min read

Chloe Williams for Zilliz

Jul 16

Running Llama 3, Mixtral, and GPT-4o

#ai #rag #machinelearning #tutorial

8

8 min read

Chloe Williams for Zilliz

May 16

Comparing SPLADE Sparse Vectors with BM25

#vectordatabase #machinelearning #ai #learning

16

11 min read

Chloe Williams for Zilliz

May 16

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

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

#rag #vectordatabase #learning #ai

16

14 min read

Chloe Williams for Zilliz

May 16

Top LLMs of 2024: Only the Worthy

#ai #llm #gpt3 #nlp

10

9 min read

Chloe Williams for Zilliz

Apr 29

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

#machinelearning #ai #vectordatabase #learning

17

8 min read

Chloe Williams for Zilliz

Apr 29

Nemo Guardrails: Elevating AI Safety and Reliability

#ai #machinelearning #developer #rag

15

7 min read

Chloe Williams for Zilliz

Apr 29

Vector Databases Are the Base of RAG Retrieval

#vectordatabase #rag #ai #machinelearning

15

6 min read

Chloe Williams for Zilliz

Apr 29

Practical Tips and Tricks for Developers Building RAG Applications

#rag #beginners #ai #vectordatabase

11

11 min read

Chloe Williams for Zilliz

Mar 24

Key NLP technologies in Deep Learning

#nlp #rag #machinelearning #deeplearning

10

10 min read

Chloe Williams for Zilliz

Mar 23

How to Evaluate RAG Applications

#rag #llms #vectordatabase #machinelearning

5

10 min read

Chloe Williams for Zilliz

Mar 22

Unlock Advanced Search Capabilities with Milvus and Read about RAG

#vectordatabase #opensource #azure #ai

10

5 min read

Chloe Williams for Zilliz

Mar 22

Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

#rag #llm #vectordatabase #machinelearning

6

5 min read

Chloe Williams for Zilliz

Mar 21

Advanced Querying Techniques in Vector Databases

#vectordatabase #ai #database #machinelearning

19

7 min read

Chloe Williams for Zilliz

Mar 19

LangChain Memory: Enhancing AI Conversational Capabilities

#llm #machinelearning #ai #vectordatabase

17

5 min read

Chloe Williams for Zilliz

Mar 18

Falcon 180B: Advancing Language Models in the AI Frontier

#ai #machinelearning #llm #vectordatabase

17

5 min read

Chloe Williams for Zilliz

Mar 16

Everything You Need to Know About Zero Shot Learning

#nlp #machinelearning #ai

13

4 min read

Chloe Williams for Zilliz

Mar 12

Information Retrieval Metrics

#vectordatabase #ai #machinelearning #developer

13

5 min read

Chloe Williams for Zilliz

Jan 30

4 Ins and Outs of 2024: Vector Database Edition

#vectordatabase #ai #learning #machinelearning

21

3 min read

Chloe Williams for Zilliz

Jan 18

Vector Database 101: Resources and Events to Learn about Vector DBs in 2024

#vectordatabase #beginners #opensource #tutorial

14

4 min read

Chloe Williams for Zilliz

Dec 21 '23

What's going on in the Zilliz Universe? December 2023

#opensource #ai #vectordatabase #devimpact2023

11

3 min read

Chloe Williams for Zilliz

Dec 14 '23

Open Source Advent

#beginners #opensource #ai #machinelearning

10

1 min read

One Year Club

Writing Debut

Zilliz