https://muhammadamal.my.id/tags/openai/ Recent content in Openai on Hi, I'm Muhammad Amal Hugo en-us Wed, 07 Feb 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-models-2024-openai-cohere-open-source/ Wed, 07 Feb 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-models-2024-openai-cohere-open-source/ text-embedding-3, Cohere v3, bge-m3 — which embedding model in 2024. Dimension trade-offs, multilingual, cost. Honest comparison. https://muhammadamal.my.id/blog/openai-assistants-api-production-review/ Fri, 10 Nov 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/openai-assistants-api-production-review/ An honest production review of the OpenAI Assistants API beta — what it solves, where it falls short, and why I’m cautious about adoption. https://muhammadamal.my.id/blog/gpt-4-turbo-128k-context-migration/ Wed, 08 Nov 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/gpt-4-turbo-128k-context-migration/ Migrating a production RAG chatbot from gpt-3.5-turbo-16k to GPT-4 Turbo 128K — cost, latency, and when context matters. https://muhammadamal.my.id/blog/auto-triage-pmo-tickets-openai-n8n/ Tue, 16 May 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/auto-triage-pmo-tickets-openai-n8n/ Three months of using GPT-4 to triage incoming tickets in n8n. Prompt patterns, structured output via function calling, cost containment, and where to leave the human in the loop. https://muhammadamal.my.id/blog/embedding-models-deep-dive/ Mon, 10 Apr 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-models-deep-dive/ Comparing text-embedding-ada-002 and sentence-transformers for semantic search, covering dimensions, cost, latency, and the quality tradeoffs that matter in practice. https://muhammadamal.my.id/blog/llm-error-handling-retries/ Fri, 27 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/llm-error-handling-retries/ OpenAI error handling: transient vs permanent, backoff, fallbacks, keep service up. https://muhammadamal.my.id/blog/llm-cost-control-token-budgets/ Tue, 24 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/llm-cost-control-token-budgets/ LLM cost control: budgets, compression, caching, model selection, alerts on runaway. https://muhammadamal.my.id/blog/streaming-llm-responses-sse/ Fri, 20 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/streaming-llm-responses-sse/ Stream OpenAI responses via SSE. UX matters, Python + Node patterns, proxy + CDN gotchas. https://muhammadamal.my.id/blog/prompt-engineering-basics-engineers/ Fri, 13 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/prompt-engineering-basics-engineers/ Prompt engineering for engineers: structure, role priming, examples, schema. From 50% to 90% accuracy. https://muhammadamal.my.id/blog/openai-nodejs-integration-2023/ Tue, 10 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/openai-nodejs-integration-2023/ Node + OpenAI in 2023: SDK, prompt templates, Zod validation, p-retry, production patterns. https://muhammadamal.my.id/blog/openai-python-patterns-pitfalls/ Fri, 06 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/openai-python-patterns-pitfalls/ Python + OpenAI in 2023: SDK, prompt templates, JSON parsing, retries, async, production pitfalls. https://muhammadamal.my.id/blog/why-llm-integration-backend-2023/ Tue, 03 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/why-llm-integration-backend-2023/ Why backend engineers should integrate LLMs in 2023. Real cases beyond chatbots, OpenAI today, realistic path.