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#llm

8 snippets tagged with #llm

typescriptintermediate

OpenAI Chat Completion with Streaming

Stream GPT responses token-by-token using the OpenAI SDK with async iteration.

#openai#streaming
typescriptadvanced

RAG Pipeline (Retrieve + Augment + Generate)

Minimal RAG implementation: embed a query, retrieve top-k chunks, inject into prompt.

#rag#embeddings
typescriptbeginner

Claude Messages API (Anthropic SDK)

Send messages to Claude using the official Anthropic SDK with system prompt and user turn.

#anthropic#claude
pythonbeginner

LangChain Prompt Chain (Python)

Build a simple LLMChain with a prompt template and ChatOpenAI in LangChain.

#langchain#openai
typescriptadvanced

LangChain RAG Chain Pipeline

Build a retrieval-augmented generation chain with LangChain using vector store retrieval and prompt templates.

#langchain#rag
typescriptbeginner

Few-Shot Prompt Template

Build structured few-shot prompts with examples, system instructions, and output format constraints.

#prompts#few-shot
typescriptadvanced

AI Agent Loop with Tool Calling

Implement an autonomous agent loop that plans, selects tools, executes actions, and observes results.

#agents#tool-calling
typescriptadvanced

AI Guardrails & Safety Pattern

Implement input/output guardrails for LLM applications with content filtering and response validation.

#guardrails#safety

Related Topics

#openai#streaming#gpt#rag#embeddings#vector