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[Discussion] The "Noise" Bottleneck in Local 8B RAG – A comparison of cleaning strategies (Regex vs. Unstructured vs. Entropy)
reddit.com·9h·
Discuss: r/LocalLLaMA
🔤Text Processing
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Performance Hints for BigQuery
trmlabs.com·8h·
Discuss: Hacker News
🗄️Databases
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Optimizing Text Search: A Novel Pattern Matching Algorithm Based on Ukkonen's Approach
arxiv.org·5d
🧲Vector Search & Embeddings
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Pandas vs Polars: Why the 2025 Evolution Changes Everything
dev.to·12h·
Discuss: DEV
📓Jupyter Notebooks
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Eertree – An Interactive Guide
ufukhaciogullari.com·12h·
Discuss: Hacker News, r/programming
🔤Text Processing
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Introducing the XLab AI Security Guide
lesswrong.com·10h
🛡️AI Security
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Friendly Little Wrapper Types — Sympolymathesy, by Chris Krycho
v5.chriskrycho.com·5h
🦕Deno
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Used-by: Context aware tech stack recommendations from crawled real world usage
news.ycombinator.com·15h·
Discuss: Hacker News
💬Webmentions
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faradayio/xsv2: Fork of xsv because qsv is too much
github.com·12h·
Discuss: Hacker News
🔄Feed Processing
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Meeting Seed7
genodians.org·1d·
Discuss: Hacker News
🛡️Error Handling
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TOON for LLMs: A Comparative Performance Analysis against JSON
gist.github.com·12h·
Discuss: DEV
💬Prompt Engineering
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Built a local vector database for RAG that handles datasets bigger than RAM
github.com·2d·
Discuss: r/LocalLLaMA, r/selfhosted
🗂️Vector Databases
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What I Learned Building a Storage Engine That Outperforms RocksDB
tidesdb.com·5h·
Discuss: Hacker News, r/programming
🗄️Databases
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The Little Book of Python Anti-Patterns — Python Anti-Patterns documentation
docs.quantifiedcode.com·2d·
Discuss: Hacker News
🔧Code Refactoring Patterns
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LEAF: A Benchmark for Federated Settings
paperium.net·1d·
Discuss: DEV
🚀Performance
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From Intent to Proof: Dafny Verification for Web Apps
midspiral.com·1d·
Discuss: Lobsters, Hacker News
🔧DSPy
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kalolad1/llm-sorter: A Python library that uses LLMs as comparators for semantic sorting. Sort any list by meaning, tone, complexity, urgency, or any criteria expressible in natural language.
github.com·11h·
Discuss: Hacker News
💸Affordable LLMs
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The Garbage Collection Handbook
gchandbook.org·5d
⚡Cache Optimization
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Context Mesh Lite: Hybrid Vector Search + SQL Search + Graph Search Fused (for Super Accurate RAG)
vmat.fillout.com·4d·
Discuss: DEV
⚙Custom Rule Development
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Climate Monitoring Search Engine: Multi-Vectors in Qdrant
pub.towardsai.net
·4d
🗂️Vector Databases
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