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Nalanda Prompts · Where prompts are perfected · Inspired by the ancient university of Nalanda (~427 CE)

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Sagar Verma
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LangChain: OpenAI Functions Agent base prompt with placeholders for chat history and scratchpad

The default ChatPromptTemplate that powers LangChain's OpenAI tools agent. Plug your own domain instructions in front of it. Source: https://smith.langchain.com/hub/hwchase17/opena

tool-uselangchaintemplateagentfunction-callingGPT-4oGPT-4 Turbo
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Sagar Verma1krepasked 6 days ago
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OpenAI Cookbook: GPT-4.1 agentic SWE-bench system prompt (persistence + tool-calling + planning)

The three pillars OpenAI recommends prepending to any GPT 4.1 coding agent. They turn a one shot model into a loop that keeps working until the task is actually finished. Source: h

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Sagar Verma1krepasked 6 days ago
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LangChain: ReAct agent prompt template (hwchase17/react) with Thought/Action/Observation scaffold

The exact PromptTemplate string shipped with LangChain's ReAct agent. Drop your tools into {tools} and {tool names} and the model follows the loop until it emits a Final Answer . S

tool-uselangchaintemplatereactagentGPT-4oGPT-4 TurboClaude 3.5 Sonnet
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Sagar Verma1krepasked 6 days ago
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OpenAI Cookbook: multi-agent orchestration with triage, sales and support routines

Three short agent prompts from the Swarm style orchestration cookbook. Each agent's "routine" is what the LLM treats as its operating procedure when control is handed off. Source:

role-playsystem-promptopenaimulti-turnagentGPT-4oGPT-4.1
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Sagar Verma1krepasked 6 days ago
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OpenAI Cookbook: clothes recommendation agent with structured tool-call parameters

Entity extraction system prompt that drives a tool calling search over a product database. Notice how the prompt enumerates valid categories so the model snaps its parameter values

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Sagar Verma1krepasked 6 days ago
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PromptingGuide.ai: ReAct trace for HotpotQA multi-hop search-and-reason

Canonical ReAct exemplar from Yao et al. The thought/action/observation rhythm is what makes ReAct prompts work copy this shape when wiring an LLM to a search tool. Source: https:/

few-shottool-usereasoningreactagentGPT-4oGPT-4 TurboClaude 3.5 Sonnet
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Sagar Verma1krepasked 6 days ago
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OpenAI Cookbook: function-calling system prompt that refuses to guess missing arguments

One line system prompt from the function calling recipe. It is responsible for the model's habit of asking clarifying questions rather than fabricating function arguments. Pair it

tool-usesystem-promptopenaiguardrailsfunction-callingGPT-4oGPT-4 TurboGPT-4.1
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Sagar Verma1krepasked 6 days ago