wskish

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  1. pydantic_chatcompletion is a simple but powerful wrapper for OpenAI's ChatCompletion API that enables “one line of code” extraction of structured data from unstructured text using OpenAI and Pydantic. By providing a…

  2. Hnswlib is a simple, performant vector search library that is a great choice in many of the same set of scenarios where sqlite is a great choice for other data. With hnsqlite I integrate these two powerhouses and add…

  3. Github Copilot is a great tool for leveraging GPTs while coding, but I find that it is too “open loop” for more complex tasks that require Q&A, feedback to guide it in a particular direction, iteration on code execution…

  4. The new OpenAI "gpt-3.5-turbo" model is cheap but how does it perform? Check out its summarization style compared to the 10x more expensive "text-davinci-003" model on summaries of Hacker News stories.

  5. LLMs currently seem to be best at summarization and question answering tasks when relevant chunks of source text have been strategically placed within their input context via a semantic search and semantic chunking…

  6. MassGPT (https://t.me/MassGPTbot) is an open source Telegram bot that interacts with users by responding to messages via a GPT3.5 completion that is conditioned by a shared sub-prompt context of all recent user…

  7. At my previous company (industrial ai vision platform) we had an ad-hoc mechanism for continuously versioning datasets for user applications that we built internally several years ago. I am curious how folks are…

  8. Based on quick extensions to the open source telegram summarization bot I posted a few days ago (https://github.com/jiggy-ai/hn_summary), you can see for yourself how davinci 002 and 003 compare on the current top HN…

  9. HN Summary is an open source bot which sumarizes top stories on Hacker News and publishes the summaries to a Telegram channel. Whenever a new story appears on the Hacker News API /topstories.json endpoint, this bot…