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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
Scaling Audio Similarity Search with Vector Databases
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Scaling Audio Similarity Search with Vector Databases

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2
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8 min read
DeepSeek vs. OpenAI: A Battle of Innovation in Modern AI
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DeepSeek vs. OpenAI: A Battle of Innovation in Modern AI

#community
2
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10 min read
OpenAI o1: What Developers Need to Know
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OpenAI o1: What Developers Need to Know

#community
1
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16 min read
Why Deepseek is Waking up AI Giants Like OpenAI And Why You Should Care
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Why Deepseek is Waking up AI Giants Like OpenAI And Why You Should Care

#community
1
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12 min read
Enhancing Multimodal AI: Bridging Audio, Text, and Vector Search
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Enhancing Multimodal AI: Bridging Audio, Text, and Vector Search

#community
1
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13 min read
Everything You Need to Know About LLM Guardrails
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Everything You Need to Know About LLM Guardrails

#community
1
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13 min read
How to Build a Retrieval Augmented Generation (RAG) Chatbot with LangChain, Milvus, Anthropic Claude 3 Sonnet, and mistral-embed
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How to Build a Retrieval Augmented Generation (RAG) Chatbot with LangChain, Milvus, Anthropic Claude 3 Sonnet, and mistral-embed

#rag #vectordatabase #tutorial #llm
1
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8 min read
Top 5 AI Search Engines to Know in 2025
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Top 5 AI Search Engines to Know in 2025

#community
2
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9 min read
DeepSeek Always Busy? Deploy It Locally with Milvus in Just 10 Minutes—No More Waiting!
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DeepSeek Always Busy? Deploy It Locally with Milvus in Just 10 Minutes—No More Waiting!

#community
2
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10 min read
Build RAG Chatbot with LangChain, Milvus, Anthropic Claude 3 Opus, and OpenAI text-embedding-3-small
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Build RAG Chatbot with LangChain, Milvus, Anthropic Claude 3 Opus, and OpenAI text-embedding-3-small

#tutorial #rag #vectordatabase #openai
3
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8 min read
Tutorial: LangChain, Milvus, Anthropic Claude 3 Haiku, and voyage-3-large RAG Chatbot
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Tutorial: LangChain, Milvus, Anthropic Claude 3 Haiku, and voyage-3-large RAG Chatbot

#vectordatabase #rag #ai #tutorial
1
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8 min read
Build Your Own AI Research Assistant: DeepSearcher Brings Open Source Deep Research to Your Local Machine
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Build Your Own AI Research Assistant: DeepSearcher Brings Open Source Deep Research to Your Local Machine

#engineering
7
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9 min read
RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large
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RAG Chatbot Tutorial: LangChain, Milvus, GPT-4o mini, and text-embedding-3-large

#rag #vectordatabase #tutorial #openai
9
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4 min read
Why DeepSeek V3 is Taking the AI World by Storm: A Developer’s Perspective
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Why DeepSeek V3 is Taking the AI World by Storm: A Developer’s Perspective

#community
9
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12 min read
Unlocking Pre-trained Models: A Developer’s Guide to Audio AI Tasks
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Unlocking Pre-trained Models: A Developer’s Guide to Audio AI Tasks

#community
2
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12 min read
Top 10 Most Used Embedding Models for Audio Data
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Top 10 Most Used Embedding Models for Audio Data

#community
6
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15 min read
Building RAG with Dify and Milvus
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Building RAG with Dify and Milvus

#community
7
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11 min read
How to Calculate the Total Cost of Your RAG-Based Solutions
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How to Calculate the Total Cost of Your RAG-Based Solutions

#community
1
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12 min read
How AI Is Transforming Information Retrieval and What’s Next for You
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How AI Is Transforming Information Retrieval and What’s Next for You

#engineering
1
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8 min read
3 Key Patterns to Building Multimodal RAG: A Comprehensive Guide
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3 Key Patterns to Building Multimodal RAG: A Comprehensive Guide

#community
2
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12 min read
What is Annoy?
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What is Annoy?

#community
1
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8 min read
Elasticsearch Was Great, But Vector Databases Are the Future
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Elasticsearch Was Great, But Vector Databases Are the Future

#vectordatabase #opensource #machinelearning #elasticsearch
9
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6 min read
Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀
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Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀

#vectordatabase #machinelearning #ai #database
6
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4 min read
20 Popular Open Datasets for Natural Language Processing
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20 Popular Open Datasets for Natural Language Processing

#nlp #machinelearning #llm #ai
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10 min read
Top 10 Natural Language Processing Tools and Platforms
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Top 10 Natural Language Processing Tools and Platforms

#nlp #llm #machinelearning #ai
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14 min read
Will Retrieval Augmented Generation (RAG) Be Killed by Long-Context LLMs?
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Will Retrieval Augmented Generation (RAG) Be Killed by Long-Context LLMs?

#rag #llm #openai #ai
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9 min read
Retrieval Augmented Generation with Citations
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Retrieval Augmented Generation with Citations

#rag #vectordatabase #ai #machinelearning
2
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5 min read
Integrating Vector Databases with Existing IT Infrastructure
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Integrating Vector Databases with Existing IT Infrastructure

#vectordatabase #llm #rag #machinelearning
1
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8 min read
An Introduction to Vector Embeddings: What They Are and How to Use Them
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An Introduction to Vector Embeddings: What They Are and How to Use Them

#vectordatabase #ai #machinelearning #tutorial
6
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9 min read
Vector Library versus Vector Database
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Vector Library versus Vector Database

#vectordatabase #ai #machinelearning #compare
6
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7 min read
Scaling Vector Databases to Meet Enterprise Demands
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Scaling Vector Databases to Meet Enterprise Demands

#vectordatabase #database #ai #machinelearning
6
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5 min read
From Rows and Columns to Vectors: The Evolutionary Journey of Database Technologies
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From Rows and Columns to Vectors: The Evolutionary Journey of Database Technologies

#vectordatabase #database #ai #machinelearning
6
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6 min read
Understanding Vector Databases: Compare Vector Databases, Vector Search Libraries, and Vector Search Plugins
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Understanding Vector Databases: Compare Vector Databases, Vector Search Libraries, and Vector Search Plugins

#vectordatabase #vectorsearch #llm #machinelearning
11
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7 min read
Multimodal Madness! Create a Product Recommender for Smart Shopping
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Multimodal Madness! Create a Product Recommender for Smart Shopping

#ai #tutorial #beginners #rag
11
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5 min read
Exploring Retrieval Augmented Generation (RAG): Chunking, LLMs, and Evaluations
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Exploring Retrieval Augmented Generation (RAG): Chunking, LLMs, and Evaluations

#rag #llm #devrel #tutorial
12
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5 min read
A Review of Hybrid Search in Milvus
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A Review of Hybrid Search in Milvus

#vectordatabase #ai #machinelearning #opensource
12
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8 min read
Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus
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Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus

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

#llm #ai #machinelearning #eventsinyourcity
12
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5 min read
How to Connect to Milvus Lite Using LangChain and LlamaIndex
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How to Connect to Milvus Lite Using LangChain and LlamaIndex

#langchain #llamaindex #tutorial #vectordatabase
7
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4 min read
Model Providers: Open Source vs. Closed-Source
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Model Providers: Open Source vs. Closed-Source

#opensource #openai #beginners #ai
6
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9 min read
Multimodal RAG locally with CLIP and Llama3
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Multimodal RAG locally with CLIP and Llama3

#rag #openai #ai #tutorial
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4 min read
Running Llama 3, Mixtral, and GPT-4o
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Running Llama 3, Mixtral, and GPT-4o

#ai #rag #machinelearning #tutorial
8
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8 min read
Comparing SPLADE Sparse Vectors with BM25
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Comparing SPLADE Sparse Vectors with BM25

#vectordatabase #machinelearning #ai #learning
16
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11 min read
How to Pick a Vector Index in Your Milvus Instance: A Visual Guide
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How to Pick a Vector Index in Your Milvus Instance: A Visual Guide

#vectordatabase #learning #ai #machinelearning
15
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9 min read
A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)
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A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)

#rag #vectordatabase #learning #ai
16
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14 min read
Top LLMs of 2024: Only the Worthy
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Top LLMs of 2024: Only the Worthy

#ai #llm #gpt3 #nlp
10
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9 min read
Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings
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Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings

#machinelearning #ai #vectordatabase #learning
18
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8 min read
Nemo Guardrails: Elevating AI Safety and Reliability
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Nemo Guardrails: Elevating AI Safety and Reliability

#ai #machinelearning #developer #rag
15
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7 min read
Vector Databases Are the Base of RAG Retrieval
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Vector Databases Are the Base of RAG Retrieval

#vectordatabase #rag #ai #machinelearning
15
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6 min read
Practical Tips and Tricks for Developers Building RAG Applications
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Practical Tips and Tricks for Developers Building RAG Applications

#rag #beginners #ai #vectordatabase
11
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11 min read
Key NLP technologies in Deep Learning
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Key NLP technologies in Deep Learning

#nlp #rag #machinelearning #deeplearning
10
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10 min read
How to Evaluate RAG Applications
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How to Evaluate RAG Applications

#rag #llms #vectordatabase #machinelearning
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10 min read
Unlock Advanced Search Capabilities with Milvus and Read about RAG
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Unlock Advanced Search Capabilities with Milvus and Read about RAG

#vectordatabase #opensource #azure #ai
10
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5 min read
Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation
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Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

#rag #llm #vectordatabase #machinelearning
6
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5 min read
Advanced Querying Techniques in Vector Databases
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Advanced Querying Techniques in Vector Databases

#vectordatabase #ai #database #machinelearning
19
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7 min read
LangChain Memory: Enhancing AI Conversational Capabilities
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LangChain Memory: Enhancing AI Conversational Capabilities

#llm #machinelearning #ai #vectordatabase
17
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5 min read
Falcon 180B: Advancing Language Models in the AI Frontier
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Falcon 180B: Advancing Language Models in the AI Frontier

#ai #machinelearning #llm #vectordatabase
17
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5 min read
Everything You Need to Know About Zero Shot Learning
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Everything You Need to Know About Zero Shot Learning

#nlp #machinelearning #ai
13
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4 min read
Information Retrieval Metrics
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Information Retrieval Metrics

#vectordatabase #ai #machinelearning #developer
13
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5 min read
4 Ins and Outs of 2024: Vector Database Edition
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4 Ins and Outs of 2024: Vector Database Edition

#vectordatabase #ai #learning #machinelearning
21
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3 min read
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