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# llm

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Embeddings != magic. Forget "semantic" = perfect. Similarity

Embeddings != magic. Forget "semantic" = perfect. Similarity

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1 min read
Retrieval-Augmented Generation: Connecting LLMs to Your Data

Retrieval-Augmented Generation: Connecting LLMs to Your Data

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10 min read
The Ultimate JSON to TOON Converter: Cut Your LLM Token Costs by 60%

The Ultimate JSON to TOON Converter: Cut Your LLM Token Costs by 60%

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4 min read
नियम नियति (Niyam Niyati) - Youth Bill Engagement Platform

नियम नियति (Niyam Niyati) - Youth Bill Engagement Platform

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5 min read
Giving a Chat App Operational Access to My Cloudflare Account with MCP

Giving a Chat App Operational Access to My Cloudflare Account with MCP

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2 min read
How do you build serious features using only VS Code’s public APIs?

How do you build serious features using only VS Code’s public APIs?

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5 min read
We’ve been shipping "slop" for 20 years. We just used to call it an MVP.

We’ve been shipping "slop" for 20 years. We just used to call it an MVP.

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4 min read
Automate Python Manual Extraction: Build End-to-End PDF -> LLM -> SQL Flows with CocoIndex, Ollama, and Postgres

Automate Python Manual Extraction: Build End-to-End PDF -> LLM -> SQL Flows with CocoIndex, Ollama, and Postgres

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3 min read
Agent forgetful? 😩 Fix it with long-term memory! OpenMemory

Agent forgetful? 😩 Fix it with long-term memory! OpenMemory

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1 min read
Por Qué Small Language Models (Phi-3) Están Matando el Mito "Bigger is Better"

Por Qué Small Language Models (Phi-3) Están Matando el Mito "Bigger is Better"

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4 min read
Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs

Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs

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4 min read
GraphRAG : From Zero to Hero

GraphRAG : From Zero to Hero

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4 min read
The Boring Debug Checklist That Fixes Most “RAG Failures”

The Boring Debug Checklist That Fixes Most “RAG Failures”

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2 min read
Embeddings memory! They're just *one* piece. True recall n

Embeddings memory! They're just *one* piece. True recall n

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1 min read
Emulating the Claude Code Backend for Databricks LLM Models(with MCP, Git Tools, and Prompt Caching)

Emulating the Claude Code Backend for Databricks LLM Models(with MCP, Git Tools, and Prompt Caching)

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3 min read
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