AI / LLM Cheatsheets on Manvendra Rajpoot https://blog.rajpoot.dev/cheatsheets/ai-llm/ Recent content in AI / LLM Cheatsheets on Manvendra Rajpoot Manvendra Rajpoot https://blog.rajpoot.dev/img/personal/cover.png https://blog.rajpoot.dev/img/personal/cover.png Hugo en Manvendra Rajpoot AI/LLM Cheatsheet 01 — LLM Basics https://blog.rajpoot.dev/cheatsheets/ai-llm/01-basics-cheatsheet/ Tue, 26 May 2026 06:00:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/01-basics-cheatsheet/ LLM basics — OpenAI, Anthropic, prompts, tokens, costs. AI/LLM Cheatsheet 02 — Prompt Engineering https://blog.rajpoot.dev/cheatsheets/ai-llm/02-prompts-cheatsheet/ Tue, 26 May 2026 06:10:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/02-prompts-cheatsheet/ Prompt engineering — patterns, structure, few-shot, CoT. AI/LLM Cheatsheet 03 — Tool Use / Function Calling https://blog.rajpoot.dev/cheatsheets/ai-llm/03-tools-cheatsheet/ Tue, 26 May 2026 06:20:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/03-tools-cheatsheet/ Tool use — OpenAI, Anthropic, parallel calls. AI/LLM Cheatsheet 04 — Embeddings https://blog.rajpoot.dev/cheatsheets/ai-llm/04-embeddings-cheatsheet/ Tue, 26 May 2026 06:30:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/04-embeddings-cheatsheet/ Embeddings — OpenAI, Cohere, BGE, local. AI/LLM Cheatsheet 05 — RAG Patterns https://blog.rajpoot.dev/cheatsheets/ai-llm/05-rag-cheatsheet/ Tue, 26 May 2026 06:40:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/05-rag-cheatsheet/ RAG — retrieve + generate, hybrid, rerank, citations. AI/LLM Cheatsheet 06 — Agents https://blog.rajpoot.dev/cheatsheets/ai-llm/06-agents-cheatsheet/ Tue, 26 May 2026 06:50:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/06-agents-cheatsheet/ LLM agents — loops, tools, memory, multi-agent. AI/LLM Cheatsheet 07 — LangChain Patterns https://blog.rajpoot.dev/cheatsheets/ai-llm/07-langchain-cheatsheet/ Tue, 26 May 2026 07:00:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/07-langchain-cheatsheet/ LangChain — LCEL, runnables, memory, retrievers. AI/LLM Cheatsheet 08 — Streaming Patterns https://blog.rajpoot.dev/cheatsheets/ai-llm/08-streaming-cheatsheet/ Tue, 26 May 2026 07:10:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/08-streaming-cheatsheet/ LLM streaming — SSE, token-by-token, frontend handling. AI/LLM Cheatsheet 09 — Function Calling Patterns https://blog.rajpoot.dev/cheatsheets/ai-llm/09-function-calling-cheatsheet/ Tue, 26 May 2026 07:20:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/09-function-calling-cheatsheet/ LLM function calling patterns — schemas, validation, parallel. AI/LLM Cheatsheet 10 — Evaluation https://blog.rajpoot.dev/cheatsheets/ai-llm/10-eval-cheatsheet/ Tue, 26 May 2026 07:30:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/10-eval-cheatsheet/ LLM evaluation — datasets, LLM-as-judge, regression tests. AI/LLM Cheatsheet 11 — Cost Optimization https://blog.rajpoot.dev/cheatsheets/ai-llm/11-costs-cheatsheet/ Tue, 26 May 2026 07:40:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/11-costs-cheatsheet/ LLM cost optimization — caching, batching, smaller models. AI/LLM Cheatsheet 12 — Local LLMs (Ollama, vLLM) https://blog.rajpoot.dev/cheatsheets/ai-llm/12-local-llms-cheatsheet/ Tue, 26 May 2026 07:50:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/12-local-llms-cheatsheet/ Local LLMs — Ollama, vLLM, llama.cpp. AI/LLM Cheatsheet 13 — Fine-tuning https://blog.rajpoot.dev/cheatsheets/ai-llm/13-finetuning-cheatsheet/ Tue, 26 May 2026 08:00:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/13-finetuning-cheatsheet/ Fine-tuning — LoRA, QLoRA, OpenAI fine-tune. AI/LLM Cheatsheet 14 — Multimodal LLMs https://blog.rajpoot.dev/cheatsheets/ai-llm/14-multimodal-cheatsheet/ Tue, 26 May 2026 08:10:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/14-multimodal-cheatsheet/ Multimodal — image, audio, video LLMs. AI/LLM Cheatsheet 15 — Security and Prompt Injection https://blog.rajpoot.dev/cheatsheets/ai-llm/15-security-cheatsheet/ Tue, 26 May 2026 08:20:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/15-security-cheatsheet/ LLM security — prompt injection, data leaks, jailbreaks. AI/LLM Cheatsheet 16 — Vector DBs Deep Dive https://blog.rajpoot.dev/cheatsheets/ai-llm/16-vector-dbs-cheatsheet/ Tue, 26 May 2026 08:30:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/16-vector-dbs-cheatsheet/ Vector DBs — Qdrant, Pinecone, pgvector, comparison. AI/LLM Cheatsheet 17 — Observability for LLMs https://blog.rajpoot.dev/cheatsheets/ai-llm/17-observability-cheatsheet/ Tue, 26 May 2026 08:40:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/17-observability-cheatsheet/ LLM observability — LangSmith, Helicone, traces, metrics. AI/LLM Cheatsheet 18 — LLM Application Patterns https://blog.rajpoot.dev/cheatsheets/ai-llm/18-patterns-cheatsheet/ Tue, 26 May 2026 08:50:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/18-patterns-cheatsheet/ LLM app patterns — classification, extraction, summarization, chat. AI/LLM Cheatsheet 19 — Building Chat UI https://blog.rajpoot.dev/cheatsheets/ai-llm/19-chat-ui-cheatsheet/ Tue, 26 May 2026 09:00:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/19-chat-ui-cheatsheet/ Chat UI — streaming, markdown, tool indicators. AI/LLM Cheatsheet 20 — Production LLM App https://blog.rajpoot.dev/cheatsheets/ai-llm/20-production-cheatsheet/ Tue, 26 May 2026 09:10:00 +0530 https://blog.rajpoot.dev/cheatsheets/ai-llm/20-production-cheatsheet/ Production LLM app — architecture, ops, security.