ASTRA: Interactive LLM playground with Linux sandbox.
Run code, search the web, retrieve latest news, and more.
Note: This project is in an early development stage. Expect breaking changes.
# Clone the repository
git clone https://github.com/nersent/astra
cd astra
# Install the dependencies
pnpm install
# Modify astra/ui/.env
# Modify astra/service/.env
# Build sandbox image
make astra.sandbox.build
# Run database
make astra.docker
# Run server
make astra.service
# Run UI
make astra.ui-
Large Language Models Understand and Can be Enhanced by Emotional Stimuli, https://twitter.com/literallydenis/status/1724909799593120044
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Getting Emotional With Large Language Models (LLMs) Can Increase Performance by 115% (Case Study) https://www.godofprompt.ai/blog/getting-emotional-with-large-language-models-llms-can-increase-performance-by-115-case-study
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Large Language Models Understand and Can Be Enhanced by Emotional Stimuli https://arxiv.org/pdf/2307.11760.pdf
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Large Language Models are Zero-Shot Reasoners https://arxiv.org/pdf/2205.11916.pdf
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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models https://arxiv.org/abs/2201.11903
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LARGE LANGUAGE MODELS AS OPTIMIZERS https://arxiv.org/pdf/2309.03409.pdf
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Toolformer: Language Models Can Teach Themselves to Use Tools https://arxiv.org/abs/2302.04761
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New prompt trick: "I'm going to tip $200 for a perfect solution!" – helps ChapGPT to write more detailed answers to the question, statistically checked. https://twitter.com/literallydenis/status/1730965217125839142
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Supercharged Custom Instructions for ChatGPT (non-coding) and ChatGPT Advanced Data Analysis (coding). https://github.com/spdustin/ChatGPT-AutoExpert/blob/main/System%20Prompts.md
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Prompt engineering https://platform.openai.com/docs/guides/prompt-engineering/strategy-write-clear-instructions
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