Python Documentation: https://
python.langchain.com/en/latest/modu
les/prompts/prompt_templates/examples/prompt_composition.html
… JS/TS Documentation: https://
js.langchain.com/docs/modules/p
rompts/prompt_templates/prompt_composition
… We want to make prompts as composable and reusable as possible – would love feedback on this implementation!
PROMPT ENGINEERING
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LangChain Prompt Composition Features for Reusability
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PipelinePrompts formatting order and application guide
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When `.format` is called, the PipelinePrompts are first formatted in order, and are then used in future formatting steps with their respective `name` arguments Finally, the FinalPrompt.format is called using any previously formatted values as neccesary
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PipelinePrompt: Sequencing Prompt Templates for AI Workflows
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The way this works is you define a `PipelinePrompt` with two components: – FinalPrompt: the final prompt template to be formatted
– PipelinePrompts: a sequence of tuples of (name, PromptTemplate) The `name` argument is how the formatted prompt will be passed to future prompts -
Pipeline Prompt: Composing Reusable Prompt Pieces Together
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Composable Prompts Wouldn't it be nice if there was a way to compose prompts together, reusing pieces across prompts? In the newest Python and JS release there now is with `Pipeline Prompt`! Links
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CheckMate: Interactive Platform for Evaluating Language Models in Mathematics
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Evaluating Language Models for Mathematics through Interactions paper page: https://
huggingface.co/papers/2306.01
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… introduce CheckMate, an adaptable prototype platform for humans to interact with and evaluate LLMs. We conduct a study with CheckMate to evaluate three language -
Empirical Study on GPT-4 Performance in Challenging Math Problem Solving
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An Empirical Study on Challenging Math Problem Solving with GPT-4 paper page: https://
huggingface.co/papers/2306.01
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… Employing Large Language Models (LLMs) to address mathematical problems is an intriguing research endeavor, considering the abundance of math problems expressed in natural -
ChatGPT Asked to Complete Building Design
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Hey ChatGPT, finish this building… pic.twitter.com/TGSnX6ONwO
— AK (@_akhaliq) 4 juin 2023Hey ChatGPT, finish this building…
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ChatGPT Experience Workers Needed for Podcast Project
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Se buscan trabajadores con Experiencia en ChatGPT #podcast
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Design Richer GPT-4 Prompts with Expert Tips
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Design richer @OpenAI GPT-4 prompts with tips from @GioTarraf
, including using the "act as" roleplaying technique, getting proper third-party sources cited, and reducing 'hallucinations'. -
User interaction patterns: Fine-grained editing vs generative sampling
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Let me summarize: – users don’t tend to generate 100 codebases or videos and pick the one that is perfect for them. They want fine-grained edit capability. – users tend to generate 100 images or 100 text pieces and pick nearest match to what they want.