AI in Music, Tools, Projects, and Discussions

Music and AI

  • Collaboration between GPT and Bark for music creation
  • “Bark is lit too” 🔥

AI Tools and Libraries

  • pandas-ai library: https://github.com/gventuri/pandas-ai
  • Issues with ChatOpenAI giving “Could not parse LLM output:” errors
  • Code snippets for language chain helpers and embeddings utils:
    • https://github.com/jerryjliu/llama_index/blob/590639a14dd7346b7f5cc00a21dd24ce0d35ae30/gpt_index/langchain_helpers/text_splitter.py#L240
    • https://github.com/openai/openai-python/blob/c556584eff3b36c92278e6af62cfe02ebb68fb65/openai/embeddings_utils.py#L21
  • Scale.com for content language: https://scale.com/content-language

AI Models and Projects

  • Cohere’s multilingual model
  • Project idea for creating shortcuts to automate tasks
  • Resources for creating charts/graphs from data, open-source “Chart-GPT” resources especially python based
  • Implementing file search using Langchain’s drive connector
  • Performance gains attributed to Rust vs Golang for HNSW algorithm

AI Discussions and Queries

  • Issues with limited RAM on Repl on Replit
  • Measuring recall for file search
  • Tuning recall/speed for HNSW algorithm
  • Learners’ discussion at 4pm
  • Feedback on a new product for generating design from prompts using a design system
  • Generative AI impact on graphic design and marketing
  • Interviewing product designers and graphic designers in marketing agencies
  • LLM.report for dashboard of costs incurred while using OpenAI api’s: https://llm.report
  • Ann-benchmarks for recall measurement: https://ann-benchmarks.com
  • Twitter link for stable diffusion in graphic design: https://twitter.com/bohanhou1998/status/1652151502012837890?s=20

The description and link can be mismatched because of extraction errors.

  • https://github.com/gventuri/pandas-ai: Anyone has found any solution to ChatOpenAI giving “Could not parse LLM output:” errors?
  • https://github.com/jerryjliu/llama_index/blob/590639a14dd7346b7f5cc00a21dd24ce0d35ae30/gpt_index/langchain_helpers/text_splitter.py#L240 and https://github.com/openai/openai-python/blob/c556584eff3b36c92278e6af62cfe02ebb68fb65/openai/embeddings_utils.py#L21 - Anyone has found any solution to ChatOpenAI giving “Could not parse LLM output:” errors?
  • https://github.com/jerryjliu/llama_index/blob/590639a14dd7346b7f5cc00a21dd24ce0d35ae30/gpt_index/langchain_helpers/text_splitter.py#L240: This is a link to a specific line of code in a Python file on GitHub related to text splitting.
  • https://github.com/openai/openai-python/blob/c556584eff3b36c92278e6af62cfe02ebb68fb65/openai/embeddings_utils.py#L21: This is a link to a specific line of code in a Python file on GitHub related to embeddings.
  • https://scale.com/content-language: This is a link to a webpage discussing content language on the Scale website, which was referenced in a paper by OpenAI.
  • https://github.com/openai/openai-python/blob/c556584eff3b36c92278e6af62cfe02ebb68fb65/openai/embeddings_utils.py#L21: This link leads to the embeddings_utils.py file in the openai-python repository on GitHub. The message mentions that this code was used in OpenAI’s RLHF paper. Another link to the Scale website and a tweet by Misbah Sy are also provided.
  • https://scale.com/content-language - OpenAI used this in their RLHF paper.
  • The recall measurement details can be found at https://ann-benchmarks.com, in response to a question about how to read it. Another question in the same message asks for advice on implementing a semantic file search, potentially for use with Google Drive.
  • https://llm.report: a tool that shows a nice dashboard of costs incurred while using OpenAI api’s, mentioned in a message thanking participants for sharing pointers and notes.
  • https://twitter.com/bohanhou1998/status/1652151502012837890?s=20 - Looking to connect with graphic designers in marketing agencies or anyone who knows someone in such an agency.
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