open-ai
openai-cookbook
| open-ai | openai-cookbook | |
|---|---|---|
| 18 | 215 | |
| 2,141 | 56,065 | |
| - | 1.2% | |
| 7.7 | 9.5 | |
| 8 days ago | 5 days ago | |
| PHP | MDX | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
open-ai
- ChatGPT stream supported PHP-Laravel API
- ChatGPT Plus or ChatGPT API
- Added ChatGPT (chat-completions) API to OpenAI package
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ChatGPT and Whisper APIs
Php library
https://github.com/orhanerday/open-ai#chat-as-known-as-chatg...
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Ask HN: Any tips for promoting an open source package on Hacker News?
Hi everyone,
I released an open source PHP package that leverages the power of OpenAI's language model to enhance natural language processing in PHP projects. The package has already gained some traction with over 60k downloads on GitHub, but I'm hoping to increase its exposure and reach a wider audience.
I'm wondering if anyone has successfully promoted an open source package on Hacker News before and has any tips to share. What worked for you? What didn't work? How did you craft your title and messaging to catch the attention of the Hacker News community?
If you're interested in checking out the package, it's available on GitHub here: https://github.com/orhanerday/open-ai
Any feedback or advice would be greatly appreciated! Thanks in advance for your help.
- I have 60k downloads but got only 900 GitHub stars for my package
- Show HN: Open-source ChatBot supports server-sent event
- OpenAI PHP!
- OpenAI PHP
openai-cookbook
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Question-Answer System Architectures using LLMs
A pretrained LLM is a closed-book system: It can only access information that it was trained on. With domain fine-tuning, the system manifests additional material. An early prototype of this technique was shown in this OpenAi cookbook: For the target domain, text was embedded using an API, and then when using the LLM, embeddings were retrieved using semantic similarity search to formulate an answer. Although this approach evolved to retrieval-augmented generation, its still a technique to adapt a Gen2 (2020) or Gen3 (2022) LLM into a question-answering system.
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Ask HN: High quality Python scripts or small libraries to learn from
https://github.com/openai/openai-cookbook/blob/main/examples...
- Collection of notebooks showcasing some fun and effective ways of using Claude
- OpenAI Cookbook: Techniques to improve reliability
- OpenAI Cookbooks
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How to fine tune vit/convnet to focus on the layout of the input room image and ignore other things ?
It sounds like you are trying to tweak embeddings for similarity search. Rather than fine-tune the model's layers, you may want to try training a linear transformation the existing model's output embedding. Openai has a cookbook on how to do that. You will need some data though - but I think you can try it with ~20 pieces of synthetically generated data.
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Best base model 1B or 7B for full finetuning
tutorial from OpenAI https://github.com/openai/openai-cookbook/blob/main/examples/Question_answering_using_embeddings.ipynb
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Resources to learn ChatGPT and the OpenAI API
OpenAI Cookbook
- OpenAI Cookbook
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Another Major Outage Across ChatGPT and API
OpenAI community repo with lots of examples: https://github.com/openai/openai-cookbook
What are some alternatives?
gpt-neox - An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
discord-openai-bot - A Discord chatbot that uses OpenAI's API to generate conversation.
gpt4-pdf-chatbot-langchain - GPT4 & LangChain Chatbot for large PDF docs
ControlNet - Let us control diffusion models!
chatgpt-retrieval-plugin - The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
stable-baselines - A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
askai - Command Line Interface for OpenAi ChatGPT
gpt-3-simple-tutorial - Generate SQL from Natural Language Sentences using OpenAI's GPT-3 Model
gpt_index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]
client - ⚡️ OpenAI PHP is a supercharged community-maintained PHP API client that allows you to interact with OpenAI API.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows