vlite
fast vector database made in numpy (by sdan)
PdfGptIndexer
RAG based tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy. (by raghavan)
vlite | PdfGptIndexer | |
---|---|---|
7 | 4 | |
710 | 639 | |
- | - | |
9.3 | 3.8 | |
18 days ago | 7 days ago | |
Python | Python | |
GNU Affero General Public License v3.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
vlite
Posts with mentions or reviews of vlite.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-27.
- Fastest vector database made in NumPy
- FLaNK Stack Weekly for 27 November 2023
- Vlite – simple vector database written in less than 200 lines of code
-
Build Personal ChatGPT Using Your Data
I am working on a simple vector db just with numpy: https://github.com/sdan/vlite
I think milvus, quickwit, and pinecone are geared more towards enterprise and are hard to use.
- Vlite: Simple Open-source project for vector embeddings
- Vlite: Simple Vector Database with NumPy
- VLite: Fast vector db written in NumPy
PdfGptIndexer
Posts with mentions or reviews of PdfGptIndexer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-08.
What are some alternatives?
When comparing vlite and PdfGptIndexer you can also consider the following projects:
instructor-embedding - [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
OpenLLM - Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners"
openai-cookbook - Examples and guides for using the OpenAI API
gpt4all - gpt4all: run open-source LLMs anywhere
FLaNK-ContinuousSQL
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
buzz - Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.