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Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Day 03/90: Hybrid Search in RAG: Can Combining BM25 and Vector Search Find Better Evidence?
rimsha_kanwal profile

Day 03/90: Hybrid Search in RAG: Can Combining BM25 and Vector Search Find Better Evidence?

#challenge #rag #llm #genai
1
Comments 1
3 min read
I Built a RAG AI Assistant That Runs in the Browser with WebGPU
sdx_development profile

I Built a RAG AI Assistant That Runs in the Browser with WebGPU

#ai #webdev #webgpu #rag
7
Comments 4
4 min read
Naive RAG is lying to you. Here are the 7 architectures that actually survive production.
rudratosh profile

Naive RAG is lying to you. Here are the 7 architectures that actually survive production.

#rag #ai #llm #machinelearning
10
Comments
7 min read
I Tested Amazon S3 Vectors' New Pre-Filtering Against Exact Ground Truth
extraordinarytechy profile

I Tested Amazon S3 Vectors' New Pre-Filtering Against Exact Ground Truth

#aws #vectorsearch #rag #machinelearning
2
Comments 6
15 min read
I Built CollabFlow: A Real-Time Collaboration Platform with AI-Powered Document Search
danishh18 profile

I Built CollabFlow: A Real-Time Collaboration Platform with AI-Powered Document Search

#showdev #ai #opensource #rag
1
Comments
2 min read
Agentic RAG vs Traditional RAG in .NET (2026) — When Each Wins, Semantic Kernel Code, Production Metrics
kirandeepjassalcrypto profile

Agentic RAG vs Traditional RAG in .NET (2026) — When Each Wins, Semantic Kernel Code, Production Metrics

#ai #dotnet #rag #machinelearning
Comments
4 min read
How to Build an AI Customer Support Chatbot (and Make It Upsell)
samchenreviews profile

How to Build an AI Customer Support Chatbot (and Make It Upsell)

#ai #n8n #rag #api
Comments
7 min read
I Tried to Learn RAG and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.
nyagah profile

I Tried to Learn RAG and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.

#rag #ai #python #machinelearning
Comments
6 min read
The Failure My Quality Metrics Couldn't See: Testing the Router in Vicquant
vicarioy profile

The Failure My Quality Metrics Couldn't See: Testing the Router in Vicquant

#ai #buildinpublic #rag #financial
1
Comments 4
4 min read
Cosine Similarity Said 0.92. The Payload Was Already Dead.
toxy4ny profile

Cosine Similarity Said 0.92. The Payload Was Already Dead.

#ai #rag #llm #webdev
13
Picked as gem Comments 2
11 min read
Day 02/90: Chunking Strategies in RAG — Why Splitting Documents Matters
rimsha_kanwal profile

Day 02/90: Chunking Strategies in RAG — Why Splitting Documents Matters

#challenge #rag #ai #python
1
Comments 1
6 min read
Cheaper Graphs, Bigger Risks: GraphRAG's Efficiency Push Meets Its First Security Scare
felipe0liveira profile

Cheaper Graphs, Bigger Risks: GraphRAG's Efficiency Push Meets Its First Security Scare

#ai #llm #rag #security
1
Comments 10
9 min read
The 'Just Use Postgres' Vector Cliff: Where pgvector HNSW Breaks at 50M Rows
asifmiqbal profile

The 'Just Use Postgres' Vector Cliff: Where pgvector HNSW Breaks at 50M Rows

#dataengineering #ai #rag #architecture
Comments 1
5 min read
Your MCP Server Returns the Source. Does the Answer Still Cite It?
ayanarshad02 profile

Your MCP Server Returns the Source. Does the Answer Still Cite It?

#ai #rag #mcp #llm
3
Comments 3
8 min read
Finding the Bugs I Built an AI Agent to Prevent: Building Deterministic Guardrails with LangGraph & Python
emadaed profile

Finding the Bugs I Built an AI Agent to Prevent: Building Deterministic Guardrails with LangGraph & Python

#ai #python #langgraph #rag
1
Comments
3 min read
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