Python Faiss

Open-source Python projects categorized as Faiss
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Topics: langchain Streamlit NLP Python Machine Learning
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Top 10 Python Faiss Projects

  • llmware

    Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

    • Project mention: More Agents Is All You Need: LLMs performance scales with the number of agents | news.ycombinator.com | 2024-04-06

    I couldn't agree more. You should check out LLMWare's SLIM agents (https://github.com/llmware-ai/llmware/tree/main/examples/SLI...). It's focusing on pretty much exactly this and chaining multiple local LLMs together.

    A really good topic that ties in with this is the need for deterministic sampling (I may have the terminology a bit incorrect) depending on what the model is indended for. The LLMWare team did a good 2 part video on this here as well (https://www.youtube.com/watch?v=7oMTGhSKuNY)

    I think dedicated miniture LLMs are the way forward.

    Disclaimer - Not affiliated with them in any way, just think it's a really cool project.

  • snowChat

    Chat snowflake database - Text to SQL

    • Project mention: 🥳 Announcing the winners of the Summit Hackathon! | /r/StreamlitOfficial | 2023-05-16

    🏆 1st place goes to snowChat, created by Kaarthik Andavar

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • megabots

    🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

    • Project mention: 🤖 Release 0.0.11 in Megabots | Memory and Vectorstores are live! | /r/LLMDevs | 2023-04-26

  • faiss-server

    faiss serving :)

  • DocumentGPT

    DocumentGPT is a web application that allows you to chat over your research document using OpenAI's chat API and perform semantic search using vector databases. This tool provides a seamless interface for interacting with your research document, exploring search results, and engaging in a conversation with an AI chatbot.

    • Project mention: DocumentGPT with Agents | /r/StreamlitOfficial | 2023-07-07

    Was really excited to get everything working! Check it out at: https://github.com/aju22/DocumentGPT

  • TalkWithYourFiles

    An LLM GUI application; enables you to interact with your files, offering dynamic parameters that can modify response behavior during runtime.

    • Project mention: Using Streamlit to upload multiple files to interact with Langchain | /r/Streamlit | 2023-05-22

    For example, I'm using st.file_uploader to manage uploading multiple files & I'm processing that with langchain in this project and I don't require any directories?

  • NeoGPT

    Your Local AI Assistant: Seamlessly Chat, Execute Commands, and Interpret Code with Local Models for Ultimate Privacy.

    • Project mention: HacktoberRest | dev.to | 2023-11-01

    One of the most interesting projects I came across this month was NeoGPT. It's a GPT based application that is being built to converse with documents and videos. While still in its infancy, the project has outlined a cool roadmap and has a very active base of contributors continuously expanding on its functionality. The project appeals to my desire to learn how to work with AI and neural networks. It is also at a development stage that it is not outside of the reach of my comprehension. Icing on the cake being it's Py based, which is my sharpest tool at the moment. I see it as a decent project to stay tapped into and grow my skills as the application develops.

  • 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

  • Paper-Recommendation-System

    Web interface to search ArXiv papers using NLP Sentence-Transformers, Faiss and Streamlit

  • Llama-2-GGML-CSV-Chatbot

    The Llama-2-GGML-CSV-Chatbot is a conversational tool leveraging the powerful Llama-2 7B language model. It facilitates multi-turn interactions based on uploaded CSV data, allowing users to engage in seamless conversations.

    • Project mention: Do you Know! Llama ? | dev.to | 2024-04-11

    huggingface.co/Llama-2-GGML-CSV-Chatbot

  • SHREC2023-ANIMAR

    Source codes of team TikTorch (1st place solution) for track 2 and 3 of the SHREC2023 Challenge

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 Faiss related posts

Index

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

Project Stars
1 llmware 3,086
2 snowChat 385
3 megabots 335
4 faiss-server 133
5 DocumentGPT 98
6 TalkWithYourFiles 85
7 NeoGPT 55
8 Paper-Recommendation-System 19
9 Llama-2-GGML-CSV-Chatbot 8
10 SHREC2023-ANIMAR 6

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