llm
Writing
- 27 Aug 2025Context7 breakdownAnalysis
- 19 Aug 2025Dify breakdownAnalysis
- 7 Aug 2025Mem0 & Mem0-Graph breakdownAnalysis
- 29 Jul 2025Ax framework breakdownAnalysis
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- 29 Jul 2025Crawl4AI breakdownAnalysis
- 29 Jul 2025Zen MCP breakdownAnalysis
- 8 May 2025Append-only concept embedding logPuzzle
- 8 May 2025Build a brain that never forgetsPuzzle
- 8 May 2025Data flow in BraineryPuzzle
- 8 May 2025Database design and philosophyPuzzle
- 7 May 2025Building use-casesPuzzle
- 7 May 2025Promoting raw data to insightPuzzle
- 1 Nov 2024Salesforce use casesAnalysis
- 18 Oct 2024Yelp use casesAnalysis
Research notes
- 29 May 2023How we created an AI powered interview system using OpenAI's ChatGPTResearch notes
- 23 Jun 2025AI agent explainedResearch notes
- 27 Jan 2025Let AI ask youResearch notes
- 6 Jan 2025Mental models for promptingResearch notes
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- 13 Nov 2024Natural language to database queries: Text-to-MongoDBResearch notes
- 15 Oct 2024Model selectionResearch notes
- 26 Sep 2024Evaluation guidelines for LLM applicationsResearch notes
- 23 Sep 2024Prevent prompt injectionResearch notes
- 12 Sep 2024Evaluate chatbot agent by user simulationResearch notes
- 9 Aug 2024Evaluating caching in RAG systemsResearch notes
- 8 Aug 2024Evaluating search engine in RAG systemsResearch notes
- 12 Jul 2024Streamlining internal tool development with managed LLMOps: A Dify case studyResearch notes
- 12 Jul 2024Thumbs up and thumbs down patternResearch notes
- 11 Jul 2024Building agent supervisors to generate insightsResearch notes
- 8 Jul 2024Design feedback mechanism for LLM applicationsResearch notes
- 13 Jun 2024A grand unified theory of the AI hype cycleResearch notes
- 18 May 2023Select vector database for LLMResearch notes
- 21 Nov 2024Quantization for large language modelsResearch notes
- 1 Nov 2024GraphRAG - building a knowledge graph for RAG systemResearch notes
- 24 Oct 2024Guardrails in llmResearch notes
- 18 Oct 2024ReAct(reason + act) in LLMResearch notes
- 18 Oct 2024ReWOO: Reasoning without observation - a deeper lookResearch notes
- 11 Oct 2024LoggingResearch notes
- 11 Oct 2024MetricsResearch notes
- 11 Oct 2024Observability in AI platformsResearch notes
- 11 Oct 2024TracingResearch notes
- 9 Oct 2024Intent classification by LLMResearch notes
- 4 Oct 2024LLM as a judgeResearch notes
- 4 Oct 2024Use cases for LLM applicationsResearch notes
- 1 Oct 2024The rise of AI applications with LLMResearch notes
- 27 Sep 2024Go commentary #13: Compiler quests and vector vexationsResearch notes
- 20 Sep 2024Go commentary #12: CLI renaissance with Kubernetes, REST, and terminal readers in the age of complexityResearch notes
- 11 Sep 2024Journey of thought prompting: Harnessing AI to craft better promptsResearch notes
- 11 Sep 2024LLM tracing in AI systemResearch notes
- 6 Sep 2024Multi-agent collaboration for task completionResearch notes
- 8 Aug 2024What is Generative UI?Research notes
- 26 Jul 2024Re-ranking in RAGResearch notes
- 18 Jul 2024Function calling in AI agentsResearch notes
- 10 Jul 2024RAPTOR: Tree-based retrieval for language modelsResearch notes
- 3 Jul 2024Proximal policy optimizationResearch notes
- 28 Jun 2024Multimodal: in ragResearch notes
- 25 Jun 2024Explaining gradient descent in machine learning with a simple analogyResearch notes
- 11 Jun 2024History of structured outputs for LLMsResearch notes
- 2 May 2024Developing rapidly with generative AIResearch notes
- 9 Aug 2023Story map for LLMsResearch notes
- 10 Jul 2023Adversarial prompting in prompt engineeringResearch notes
- 8 Jul 2023Chunking strategies to overcome context limitation in LLMResearch notes
- 6 Jul 2023Storing long-term memory in ChatGPT using VectorDBResearch notes
- 29 Jun 2023LLM's accuracy - self refinementResearch notes
- 23 Jun 2023Reward modelResearch notes
- 22 Jun 2023Q learningResearch notes
- 9 Jun 2023Query caching for large language modelsResearch notes
- 5 Jun 2023Introduction to reinforcement learning and its application with LLMsResearch notes
- 18 May 2023Foundation models: the latest advancement in AIResearch notes
Playbooks
- 20 Mar 2025Create slides with Overleaf and ChatGPTPlaybooks