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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
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
Progressive Discovery: Unbounded Tools in Bounded Context

Progressive Discovery: Unbounded Tools in Bounded Context

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4 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
Function Calling and Tool Use: Turning LLMs into Action-Taking Agents

Function Calling and Tool Use: Turning LLMs into Action-Taking Agents

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18 min read
What the Kaggle AI Agents Intensive Course with Google Taught Me While Building LexFabric Agents

What the Kaggle AI Agents Intensive Course with Google Taught Me While Building LexFabric Agents

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1 min read
Be Careful What You Wish For: Why AI Benchmarks Are Lying to You

Be Careful What You Wish For: Why AI Benchmarks Are Lying to You

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2 min read
The Science of Prompt Evaluation: From BLEU & ROUGE to Real Human Feedback

The Science of Prompt Evaluation: From BLEU & ROUGE to Real Human Feedback

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3 min read
Neo4j GraphRAG: Intelligent Knowledge Graph Querying with AI

Neo4j GraphRAG: Intelligent Knowledge Graph Querying with AI

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11 min read
Vector DBs aren't true AI memory! They lack structure, decay

Vector DBs aren't true AI memory! They lack structure, decay

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1 min read
How to Implement LLM Grounding using Retrieval Augmented Generation Technique(RAG)

How to Implement LLM Grounding using Retrieval Augmented Generation Technique(RAG)

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3 min read
Using Codex & Claude Code in a Real Task: A Practical Coding Example (2026)

Using Codex & Claude Code in a Real Task: A Practical Coding Example (2026)

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2 min read
Stopping Cursor from Skipping Steps: A Structural Approach

Stopping Cursor from Skipping Steps: A Structural Approach

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19 min read
LLM is not Gen AI.

LLM is not Gen AI.

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2 min read
Prompt Engineering Best Practices to Turn LLMs into Reliable Pair Programmer

Prompt Engineering Best Practices to Turn LLMs into Reliable Pair Programmer

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10 min read
Relational Memory in LLMs: How Relational Memory Solves Finite Context

Relational Memory in LLMs: How Relational Memory Solves Finite Context

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7 min read
From Prompt to Product: Building AI Features That Actually Work

From Prompt to Product: Building AI Features That Actually Work

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4 min read
Training Large Reasoning Models

Training Large Reasoning Models

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1 min read
MacOS app to monitor all running Claude Code sessions at once

MacOS app to monitor all running Claude Code sessions at once

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1 min read
Unpopular Opinion: The Death of Prompt Engineering (Enter DSPy)

Unpopular Opinion: The Death of Prompt Engineering (Enter DSPy)

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2 min read
Fix Your AI Agent: Weekly Debugging AMA (RAG, Voice, Copilot, Text2SQL)

Fix Your AI Agent: Weekly Debugging AMA (RAG, Voice, Copilot, Text2SQL)

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1 min read
LLM, Dreamcast, Seaman - What the 1999 Classic Teaches Modern AI

LLM, Dreamcast, Seaman - What the 1999 Classic Teaches Modern AI

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3 min read
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