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Top 16 Python Vector Projects
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ChatData
ChatData 🔍 📖 brings RAG to real applications with FREE✨ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 million arxiv papers.
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CuVec
Unifying Python/C++/CUDA memory: Python buffered array ↔️ `std::vector` ↔️ CUDA managed memory
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edgedressing
edgedressing leverages a Windows "feature" in order to force a target's Edge browser to open. This browser is then directed to a URL of choice.
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YassQueenDB
Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀
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vektor
a mini vector database implementation that intends to be educational and interpretable (by notallm)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Your issue is that you're using the default (old) binding to GDAL, based on Fiona [0].
You need to use pyogrio [1], its vectorized counterpart, instead. Make sure you use `engine="pyogrio"` when calling `to_file` [2]. Fiona does a loop in Python, while pyogrio is exclusively compiled. So pyogrio is usually about 10-15x faster than fiona. Soon, in pyogrio version 0.8, it will be another ~2-4x faster than pyogrio is now [3].
[0]: https://github.com/Toblerity/Fiona
[1]: https://github.com/geopandas/pyogrio
[2]: https://geopandas.org/en/stable/docs/reference/api/geopandas...
[3]: https://github.com/geopandas/pyogrio/pull/346
Project mention: Vector 2.0 crash with error 914/915 on tutorial 06_face_image | /r/AnkiVector | 2023-06-15
Project mention: Show HN: ChatData – an open-source ChatGPT-like chatbot | news.ycombinator.com | 2023-11-28Hey there, wonderful Hacker News community! We're excited to share something special with you - ChatData. This isn't just another chat-with-documents app; it's a game-changer that melds MyScale and LangChain, empowering you to query millions of files effortlessly.
ChatData redefines the conversation between you and knowledge. Explore the MyScale free knowledge base or delve into your uploaded documents for tailored insights and answers.
Retriever Type: Fueled by the Retrieval Augmented Generation (RAG) framework, ChatData introduces the Self-querying retriever and VectorSQL. Build intricate queries effortlessly using LangChain, covering everything from timestamps to arrays of strings.
Session Management: Elevate your chat experience with intuitive session management. Customize your session ID, tweak prompts, and guide ChatData through your queries with ease. It's like having a personal conversation with your knowledge!
Build Your Own Knowledge Base: Beyond MyScale's external knowledge base, ChatData invites you to upload your files using the Unstructured API. Your privacy matters - only processed texts are stored. It's your knowledge, your way!
Whether you're a researcher, a student, or just someone hungry for knowledge, ChatData simplifies your journey through vast data. Unleash the true potential of information retrieval and explore a world of knowledge with a friendly touch.
We genuinely can't wait to hear your thoughts and feedback. Let's embark on this exciting journey of knowledge discovery together with ChatData (https://github.com/myscale/ChatData)!
https://github.com/briangu/klongpy
It's getting there. Can almost run a ticker plant w/ real money on Alpaca.
Project mention: Weekly Thread: What questions do you have about vector databases? | /r/vectordatabase | 2023-07-12
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Vector related posts
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Show HN: ChatData – an open-source ChatGPT-like chatbot
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ChatData brings RAG to LLM apps with FREE knowledge base with files
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Custom domains for Airtable
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AI and the End of Programming
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Textual Adds a Command Palette
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ChatData, chat with millions of academic papers and research documents
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Show HN: ChatData-yet another chat-with-document app, querying millions of files
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A note from our sponsor - InfluxDB
www.influxdata.com | 7 Jun 2024
Index
What are some of the best open-source Vector projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | TaskingAI | 5,327 |
| 2 | Fiona | 1,132 |
| 3 | pymilvus | 917 |
| 4 | vector-python-sdk | 556 |
| 5 | earthpy | 480 |
| 6 | snowChat | 403 |
| 7 | svg.py | 243 |
| 8 | ChatData | 136 |
| 9 | issuer-icons | 129 |
| 10 | klongpy | 113 |
| 11 | Vector | 110 |
| 12 | CuVec | 78 |
| 13 | edgedressing | 47 |
| 14 | YassQueenDB | 14 |
| 15 | vektor | 12 |
| 16 | matmath | 4 |
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