researchgpt
openai-cookbook
| researchgpt | openai-cookbook | |
|---|---|---|
| 6 | 215 | |
| 3,473 | 56,065 | |
| - | 1.2% | |
| 7.4 | 9.5 | |
| 6 months ago | 3 days ago | |
| Python | MDX | |
| MIT License | MIT License |
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researchgpt
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Instant access to the full article for research
Huh. If you think I'm talking about ChatGPT well mali ka ng ginamit kasi you're not supposed to use ChatGPT like that hahaha kasi its prone na mag hallucinate aka give misinformations. I'm talking about ResearchGPT which you can find here https://github.com/mukulpatnaik/researchgpt and kung titignan mo how that works ofc need mo magbasa😹. Hindi yan all knowing tool na ibibigay lahat ng gusto mo lol...
- How do sites like AskMyPDF work where questions can be asked about an entire PDF or website?
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Issue with chatgpy
There are definitely better solutions then this, such as ResearchGPT or DocsGPT
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Introducing researchGPT – An open-source research assistant that allows you to have a conversation with a research paper or any pdf. Repo linked the comments.
No it should still be too comment. But here’s the link to the repo: https://github.com/mukulpatnaik/researchgpt
- Show HN: ResearchGPT – An Open-Source Document Aided Research Assistant
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?
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
gpt4-pdf-chatbot-langchain - GPT4 & LangChain Chatbot for large PDF docs
chatgpt-retrieval-plugin - The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
askai - Command Line Interface for OpenAi ChatGPT
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]
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
knowledge_gpt - Accurate answers and instant citations for your documents.
yt-semantic-search - OpenAI-powered semantic search for any YouTube playlist – featuring the All-In Podcast. 💪
OpenCharacters - Simple little web interface for creating characters and chatting with them. It's basically a single HTML file - no server. Share characters using a link (character data is stored within the URL itself). All chat data is stored in your browser using IndexedDB. Currently supports OpenAI APIs and ~any Hugging Face model.
n8n - Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.
Prompt-Engineering-Guide - 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
llama_index - LlamaIndex is a data framework for your LLM applications