Agentic System: LastWhisper:LLM Best Practice:从 Workflows 到 Agents,一文读懂 Anthropic 的最佳实践 Prompt Engineering: LastWhisper:LLM Best Practice:Prompt caching,一篇就够了。 RAG: RAG Optimization (todo) LLM Optimization: LastWhisper:LLM Best Practice:LLM Accuracy Optimization,一篇就够了。 参考资料...
然而,对于绝大部分应用程序来说,通过检索(RAG)和在 prompt 中添加上下文示例(Prompt Engineering)来优化单个 LLM 调用通常就足够了。 When and how to use frameworks 有许多框架可以简化 agentic system 的实现,包括: LangChain的LangGraph。 Amazon Bedrock的 AI Agent 框架。 Rivet,一个拖放式,带 UI 的 LLM ...
def llm_call(prompt, model="llama-13b-chat"): api_request_json = { "model": model, "messages": [ {"role": "system", "content": "You are a friendly chatbot."}, {"role": "user", "content": prompt}, ] } response = llama.run(api_request_json) return response.json()["choices...
. * Component-specific FRDs. * Documentation for Cursor/bolt.new. **4. Structured Prompting Flow:** * Explain the two-step prompting flow involving a "system prompt" and an "execution prompt". * Describe how to use the following pattern: * Use a system prompt to set context with Claude...
The 10 best AI coding tools include 1. ClickUp 2. ChatGPT 3. CodeT5 4. Codiga 5. OpenAI Codex 6. PolyCoder 7. Tabnine
Arijit is an engineering & product leader with expertise in building and deploying AI, NLP, GPT & LLMs at scale for Fortune 500 companies. As head of AI & ML at Pega, he owns the overall AI roadmap with a focus on AI applications across functions. Twitter LinkedIn Armando GaleanaFounder...
LabelLLM: The Open-Source Data Annotation Platform. data-juicer: A one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs! OmniParser: a native Golang ETL streaming parser and transform library for CSV, JSON, XML, EDI, text, etc. MinerU: Miner...
Thellm_message()can also include a.system_promptmessage. The returned value ofmy_conversationis just a text string with the model’s response, which is easy to print out. You can build on that by adding another message and chat, which will keep the original query and response in memory,...
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Arijit is an engineering & product leader with expertise in building and deploying AI, NLP, GPT & LLMs at scale for Fortune 500 companies. As head of AI & ML at Pega, he owns the overall AI roadmap with a focus on AI applications across functions. Twitter LinkedIn Armando GaleanaFounder...