DEV Community

Chloe Williams profile picture

Chloe Williams

Hi there! My name is Chloe and I post articles related to AI and vector databases. Check out Zilliz!

Joined Joined on  Personal website https://linktr.ee/zilliz
20 Popular Open Datasets for Natural Language Processing

20 Popular Open Datasets for Natural Language Processing

5
Comments
10 min read
Top 10 Natural Language Processing Tools and Platforms

Top 10 Natural Language Processing Tools and Platforms

Comments
14 min read
Will Retrieval Augmented Generation (RAG) Be Killed by Long-Context LLMs?

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

Comments
9 min read
Retrieval Augmented Generation with Citations

Retrieval Augmented Generation with Citations

2
Comments
5 min read
Integrating Vector Databases with Existing IT Infrastructure

Integrating Vector Databases with Existing IT Infrastructure

1
Comments
8 min read
An Introduction to Vector Embeddings: What They Are and How to Use Them

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

6
Comments
9 min read
Vector Library versus Vector Database

Vector Library versus Vector Database

6
Comments
7 min read
Scaling Vector Databases to Meet Enterprise Demands

Scaling Vector Databases to Meet Enterprise Demands

6
Comments
5 min read
From Rows and Columns to Vectors: The Evolutionary Journey of Database Technologies

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

7
Comments
6 min read
Understanding Vector Databases: Compare Vector Databases, Vector Search Libraries, and Vector Search Plugins

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

11
Comments
7 min read
Multimodal Madness! Create a Product Recommender for Smart Shopping

Multimodal Madness! Create a Product Recommender for Smart Shopping

11
Comments
5 min read
Exploring Retrieval Augmented Generation (RAG): Chunking, LLMs, and Evaluations

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

12
Comments
5 min read
A Review of Hybrid Search in Milvus

A Review of Hybrid Search in Milvus

12
Comments
8 min read
Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus

Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus

12
Comments
4 min read
AI/ML Terms You May Not Know & Battle of the LLMs 🤔

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

12
Comments
5 min read
How to Connect to Milvus Lite Using LangChain and LlamaIndex

How to Connect to Milvus Lite Using LangChain and LlamaIndex

7
Comments
4 min read
Model Providers: Open Source vs. Closed-Source

Model Providers: Open Source vs. Closed-Source

6
Comments
9 min read
Multimodal RAG locally with CLIP and Llama3

Multimodal RAG locally with CLIP and Llama3

7
Comments
4 min read
Running Llama 3, Mixtral, and GPT-4o

Running Llama 3, Mixtral, and GPT-4o

8
Comments
8 min read
Comparing SPLADE Sparse Vectors with BM25

Comparing SPLADE Sparse Vectors with BM25

16
Comments
11 min read
How to Pick a Vector Index in Your Milvus Instance: A Visual Guide

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

15
Comments
9 min read
A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)

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

16
Comments
14 min read
Top LLMs of 2024: Only the Worthy

Top LLMs of 2024: Only the Worthy

10
Comments
9 min read
Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings

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

17
Comments
8 min read
Nemo Guardrails: Elevating AI Safety and Reliability

Nemo Guardrails: Elevating AI Safety and Reliability

15
Comments
7 min read
Vector Databases Are the Base of RAG Retrieval

Vector Databases Are the Base of RAG Retrieval

15
Comments
6 min read
Practical Tips and Tricks for Developers Building RAG Applications

Practical Tips and Tricks for Developers Building RAG Applications

11
Comments
11 min read
Key NLP technologies in Deep Learning

Key NLP technologies in Deep Learning

10
Comments
10 min read
How to Evaluate RAG Applications

How to Evaluate RAG Applications

5
Comments
10 min read
Unlock Advanced Search Capabilities with Milvus and Read about RAG

Unlock Advanced Search Capabilities with Milvus and Read about RAG

10
Comments
5 min read
Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

6
Comments
5 min read
Advanced Querying Techniques in Vector Databases

Advanced Querying Techniques in Vector Databases

19
Comments
7 min read
LangChain Memory: Enhancing AI Conversational Capabilities

LangChain Memory: Enhancing AI Conversational Capabilities

17
Comments
5 min read
Falcon 180B: Advancing Language Models in the AI Frontier

Falcon 180B: Advancing Language Models in the AI Frontier

17
Comments
5 min read
Everything You Need to Know About Zero Shot Learning

Everything You Need to Know About Zero Shot Learning

13
Comments
4 min read
Information Retrieval Metrics

Information Retrieval Metrics

13
Comments
5 min read
4 Ins and Outs of 2024: Vector Database Edition

4 Ins and Outs of 2024: Vector Database Edition

21
Comments
3 min read
Vector Database 101: Resources and Events to Learn about Vector DBs in 2024

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

14
Comments
4 min read
Top 5 Vector Database Videos of 2023 🎥

Top 5 Vector Database Videos of 2023 🎥

17
Comments
2 min read
What's going on in the Zilliz Universe? December 2023

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

11
Comments
3 min read
Open Source Advent

Open Source Advent

10
Comments
1 min read
loading...