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Practical RAG chunking strategies for reliable RAG pipelines
ayush_kumar_085a0f2c54e3f profile

Practical RAG chunking strategies for reliable RAG pipelines

#rag #chunking #langchain #python
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7 min read
FastAPI Lifespan vs Startup Events: The Mistake That Breaks Async Apps
ayush_kumar_085a0f2c54e3f profile

FastAPI Lifespan vs Startup Events: The Mistake That Breaks Async Apps

#refactoring #python #cleancode #fastapi
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3 min read
Automating Production: A CI/CD Pipeline for Google Cloud Run with GitHub Actions
ayush_kumar_085a0f2c54e3f profile

Automating Production: A CI/CD Pipeline for Google Cloud Run with GitHub Actions

#docker #github #python #devops
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3 min read
I was fine-tuning a language model on a new language. The loss was perfect. It spoke Chinese.
ammarhassona profile

I was fine-tuning a language model on a new language. The loss was perfect. It spoke Chinese.

#machinelearning #llm #opensource #python
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3 min read
The In-Process Vector DB Trap: How ZVec's `optimize()` Can Silently Erase Crash-Recovered Data
obataka profile

The In-Process Vector DB Trap: How ZVec's `optimize()` Can Silently Erase Crash-Recovered Data

#architecture #database #python #temporal
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9 min read
GBase 8a Application Connectivity Guide: JDBC and Python Best Practices
michaelfv profile

GBase 8a Application Connectivity Guide: JDBC and Python Best Practices

#gbase #database #数据库 #python
2
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3 min read
I filtered Bandit's false positives with a deterministic gate -- and published where it fails
blacktracehq profile

I filtered Bandit's false positives with a deterministic gate -- and published where it fails

#showdev #python #security #ai
2
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4 min read
Rebuilding Instagram in 2026
codingjoe_dev profile

Rebuilding Instagram in 2026

#django #python #webdev #programming
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12 min read
Demystifying Async: A Comparative Guide to Python and JavaScript
rdpfor_carzo_784e48c081b2 profile

Demystifying Async: A Comparative Guide to Python and JavaScript

#python #javascript #webdev #cleancode
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4 min read
How I moved AI video archetype selection from prose to a code-owned daily directive
morinaga profile

How I moved AI video archetype selection from prose to a code-owned daily directive

#showdev #ai #python #githubactions
1
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8 min read
Four edge-tts behaviors I hit building a CI two-host neural TTS pipeline
morinaga profile

Four edge-tts behaviors I hit building a CI two-host neural TTS pipeline

#showdev #ai #python #githubactions
1
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4 min read
From JSON to Pinecone: 90% Accuracy Boost for AI Long-Conversation Memory
_eb7f2a654e97a60ae9f96e profile

From JSON to Pinecone: 90% Accuracy Boost for AI Long-Conversation Memory

#python #programming
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3 min read
Testing Against State Drift: Guarding a Config Tool Whose Source of Truth Lives Somewhere Else
dobybaxter127 profile

Testing Against State Drift: Guarding a Config Tool Whose Source of Truth Lives Somewhere Else

#testing #python #devops #cicd
1
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10 min read
Debugging Deployments with Gemma 4B, TPU v6e-1, MCP, and Antigravity CLI
xbill profile

Debugging Deployments with Gemma 4B, TPU v6e-1, MCP, and Antigravity CLI

#antigravitycli #python #mcps #gemma
6
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20 min read
Why my first RAG system hallucinated (and how I fixed it)
__c1b9e06dc90a7e0a676b profile

Why my first RAG system hallucinated (and how I fixed it)

#ai #python #webdev #tutorial
1
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4 min read
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