Python Vector

Open-source Python projects categorized as Vector

Top 17 Python Vector Projects

  • quivr

    Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) βš‘οΈπŸ€– Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework

  • Project mention: Ask HN: I have many PDFs – what is the best local way to leverage AI for search? | news.ycombinator.com | 2024-05-30
  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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  • TaskingAI

    The open source platform for AI-native application development.

  • Project mention: TaskingAI: AI-native app development platform | news.ycombinator.com | 2024-01-30
  • Fiona

    Fiona reads and writes geographic data files

  • Project mention: Friends don't let friends export to CSV | news.ycombinator.com | 2024-03-25

    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

  • pymilvus

    Python SDK for Milvus.

  • vector-python-sdk

    Anki Vector Python SDK

  • earthpy

    A package built to support working with spatial data using open source python

  • snowChat

    Chat snowflake database - Text to SQL

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • svg.py

    🎨 Type-safe and powerful Python library to generate SVG files

  • ChatData

    ChatData πŸ” πŸ“– brings RAG to real applications with FREE✨ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 million arxiv papers.

  • Project mention: Show HN: ChatData – an open-source ChatGPT-like chatbot | news.ycombinator.com | 2023-11-28

    Hey 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)!

  • issuer-icons

    Vector graphics (SVG) of one-time password issuer logo's, used in Raivo OTP for iOS.

  • klongpy

    High-Performance Klong array language in Python.

  • Project mention: Ask HN: Show me your half baked project | news.ycombinator.com | 2023-10-12

    https://github.com/briangu/klongpy

    It's getting there. Can almost run a ticker plant w/ real money on Alpaca.

  • Vector

    Open source osint project. (by theahmadov)

  • CuVec

    Unifying Python/C++/CUDA memory: Python buffered array ↔️ `std::vector` ↔️ CUDA managed memory

  • 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.

  • 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. πŸ“šπŸ§ πŸš€

  • vektor

    a mini vector database implementation that intends to be educational and interpretable (by notallm)

  • Project mention: Weekly Thread: What questions do you have about vector databases? | /r/vectordatabase | 2023-07-12
  • matmath

    A simple and efficient module for matrix and vector manipulation. (by Siddhesh-Agarwal)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Index

What are some of the best open-source Vector projects in Python? This list will help you:

Project Stars
1 quivr 33,819
2 TaskingAI 5,636
3 Fiona 1,132
4 pymilvus 923
5 vector-python-sdk 556
6 earthpy 482
7 snowChat 409
8 svg.py 245
9 ChatData 137
10 issuer-icons 128
11 klongpy 114
12 Vector 110
13 CuVec 79
14 edgedressing 47
15 YassQueenDB 14
16 vektor 12
17 matmath 4

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