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Vector Databases
🗂️ Vector Databases
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Embeddings, Similarity Search, AI Applications, Pinecone, Weaviate
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272
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Choosing the Right
Vector
Database
for
RAG
and AI Applications
🧲
Vector Search & Embeddings
Content type:
Blog
analyticsvidhya.com
·
2d
2 days ago
Actions for Choosing the Right Vector Database for RAG and AI Applications
Unlocking the Power of
RAG
Systems with LangChain and
Vector
Databases
🔍
RAG
Content type:
Blog
dev.to
·
6d
6 days ago
·
DEV
Actions for Unlocking the Power of RAG Systems with LangChain and Vector Databases
The Postgres Developer's Guide to
Vector
Index Tradeoffs
🔢
Embeddings
hackernoon.com
·
13h
13 hours ago
Actions for The Postgres Developer's Guide to Vector Index Tradeoffs
Show
HN
: Incremental
RAG
ingestion, only changed chunks get
re-embedded
🧲
Vector Search & Embeddings
Content type:
Code
github.com
·
2d
2 days ago
·
Hacker News
Actions for Show HN: Incremental RAG ingestion, only changed chunks get re-embedded
Measuring
Embedding
Drift: Why Hybrid
Search
Saves Stale Models.
📝
NLP
pub.towardsai.net
·
16h
16 hours ago
Actions for Measuring Embedding Drift: Why Hybrid Search Saves Stale Models.
How to Set Up Codebase Indexing in Kilo Code
🔢
Embeddings
Content type:
News
Content type:
Blog
blog.kilo.ai
·
4d
4 days ago
Actions for How to Set Up Codebase Indexing in Kilo Code
Quiz:
Embeddings
and
Vector
Databases
With ChromaDB
🧲
Vector Search & Embeddings
realpython.com
·
1d
1 day ago
Actions for Quiz: Embeddings and Vector Databases With ChromaDB
RAG-Based
Testing Series — Part 1: What Is
RAG
& Why Your Old Testing Playbook Won't Work Here
🔍
RAG
linkedin.com
·
14h
14 hours ago
·
DEV
Actions for RAG-Based Testing Series — Part 1: What Is RAG & Why Your Old Testing Playbook Won't Work Here
The
Search
Engine Renaissance: How Apache Lucene and Elasticsearch Are Reclaiming the
AI-Native
Future
🧲
Vector Search & Embeddings
Content type:
Blog
dev.to
·
1d
1 day ago
·
DEV
Actions for The Search Engine Renaissance: How Apache Lucene and Elasticsearch Are Reclaiming the AI-Native Future
How to Build an Agentic
RAG
with RubyLLM and Rails
🧲
Vector Search & Embeddings
Content type:
Blog
panasiti.me
·
14h
14 hours ago
·
Hacker News
Actions for How to Build an Agentic RAG with RubyLLM and Rails
shoo99/paper-rag
: A private, fully-local
RAG
over your own PDFs: BGE-M3 +
embedded
Qdrant
+ a local LLM via Ollama. ~150 lines, nothing leaves your machine.
🧲
Vector Search & Embeddings
Content type:
Code
github.com
·
4d
4 days ago
·
DEV
Actions for shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.
10 MCP servers to connect LLMs with
databases
🔌
MCP Protocol
infoworld.com
·
2d
2 days ago
Actions for 10 MCP servers to connect LLMs with databases
Why my first
RAG
system hallucinated (and how I fixed it)
🔍
RAG
Content type:
Blog
dev.to
·
20h
20 hours ago
·
DEV
Actions for Why my first RAG system hallucinated (and how I fixed it)
rag-explained-how-it-works
🧲
Vector Search & Embeddings
Content type:
Blog
dev.to
·
1d
1 day ago
·
DEV
Actions for rag-explained-how-it-works
AIchain Skill: A Prompt as a Reusable Object
🔍
RAG
Content type:
Code
github.com
·
6d
6 days ago
·
DEV
Actions for AIchain Skill: A Prompt as a Reusable Object
RAG
with Postgres pgvector in 2026: the full TypeScript pipeline.
🔢
Embeddings
Content type:
Blog
dev.to
·
2d
2 days ago
·
DEV
Actions for RAG with Postgres pgvector in 2026: the full TypeScript pipeline.
How to Build a
RAG
System with Your Own Documents in 7 Simple Steps
🧲
Vector Search & Embeddings
Content type:
Blog
dev.to
·
3d
3 days ago
·
DEV
Actions for How to Build a RAG System with Your Own Documents in 7 Simple Steps
What is Agentic
RAG
? Building Multi-Agent Agentic
RAG
Systems
🔍
RAG
pub.towardsai.net
·
1d
1 day ago
Actions for What is Agentic RAG? Building Multi-Agent Agentic RAG Systems
Architecture Breakdown: Building an Enterprise-Grade Legal
RAG
System (From Ingestion to RAGAS Evaluation)
🔍
RAG
Content type:
Blog
dev.to
·
3d
3 days ago
·
DEV
Actions for Architecture Breakdown: Building an Enterprise-Grade Legal RAG System (From Ingestion to RAGAS Evaluation)
Classical
RAG
vs Agentic
RAG
: a practical decision guide
🧲
Vector Search & Embeddings
Content type:
Blog
dev.to
·
2d
2 days ago
·
DEV
Actions for Classical RAG vs Agentic RAG: a practical decision guide
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