Nuclia DB
paper-qa
| Nuclia DB | paper-qa | |
|---|---|---|
| 3 | 10 | |
| 571 | 3,616 | |
| 2.1% | - | |
| 9.9 | 8.7 | |
| 3 days ago | 3 days ago | |
| Rust | Python | |
| AGPL V3 | Apache License 2.0 |
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.
Nuclia DB
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Tantivy 0.20 is released: Schemaless column store, Schemaless aggregations, Phrase prefix queries, Percentiles, and more...
You have also NucliaDB that is built on top of tantivy and addresses vector search for documents and video search.
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Alternatives to Pinecone? (Vector databases) [D]
NucliaDB https://github.com/nuclia/nucliadb
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qdrant VS nucliadb - a user suggested alternative
2 projects | 18 Jul 2022
paper-qa
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Oracle of Zotero: LLM QA of Your Research Library
Why does this post link to a renamed fork of Paper-QA (https://github.com/whitead/paper-qa) which has made zero changes and is 19 commits behind the original?
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[P] A Large Language Model for Healthcare | NHS-LLM and OpenGPT
To be honest, I'm not too sure about this part, and think that it is probably not the best approach to have the model itself generate references. I prefer the approach used in e.g. paperqa, but wanted to explore both options.
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Looking for a paper summarizer
I’ve come across Paper QA (github page) and as a graduate student I loved the idea that when I do literature review and find tons of papers I can just ask the AI to find the info I’m looking for in the paper. However, this service requires OpenAI API key, which I’ve acquired but turns out it’s a paid service. Free key doesn’t get me anything. Is there a service/software like this that is free? Or something that I can host on my PC instead of using people’s servers so it’s cheaper/free?
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ChatPDF – Chat with Any PDF
I tried it [1] a lot, but I must say it confuses me most of the time and I need to read the original text to check if it makes sense. Lots of times it doesn't.
[1] https://github.com/whitead/paper-qa
- Alternatives to Pinecone? (Vector databases) [D]
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DIY natural language processing - How to start, techniques guidance
Have a look at this: https://github.com/whitead/paper-qa
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Show HN: Document Q&A with GPT: web, .pdf, .docx, etc.
1: We are finding out. Someone else mentioned: https://github.com/whitead/paper-qa We're hoping to keep our service be accessible and easy to use, and add features. Such as from your other questions...
2: We are thinking of the website integration. Do you think OpenAI may release this too? Questions received by email is a new idea that sounds interesting!
3: Thanks for the suggestion – we will look into it.
- GitHub - whitead/paper-qa: LLM Chain for answering questions from documents with citations
- Paper QA: LLM Chain for answering questions from documents with citations
What are some alternatives?
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
vault-ai - OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
simple-llm-finetuner - Simple UI for LLM Model Finetuning
MeiliSearch - A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
gpt4-pdf-chatbot-langchain - GPT4 & LangChain Chatbot for large PDF docs
ByteDetective - The easiest way to search for images on your desktop 🔎
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
google-research - Google Research
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
OpenGPT - A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).