gerev
qdrant
| gerev | qdrant | |
|---|---|---|
| 28 | 141 | |
| 2,610 | 18,036 | |
| 0.7% | 3.9% | |
| 8.5 | 9.9 | |
| 4 months ago | 3 days ago | |
| Python | Rust | |
| MIT License | 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.
gerev
- A FOSS chat bot trained on docs/ansible?
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Show HN: GPT-4-powered web searches for developers on Phind.com
https://github.com/gerevai/gerev to see for yourself.
Or you could try our sweet little demo: https://demo.gerev.ai
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Show HN: I “leaked” W23 YC internal pages and made them searchable
Some legit funny stuff is hiding here.
You can use gerev to host your own workplace search engine: <https://github.com/gerevai/gerev>
Disclaimer: no I didn't leak YC's internal intranet! all output by partners was generated by ChatGPT. don't sue me!
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What do you self host that has replaced paid services?
gerev - self hosted search engine
- FLaNK Stack Weekly 27 March 2023
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Show HN: Google-like search for workplace knowledge
Or easily bring up important docs in real-time during meetings.
I believe private data should remain private. All too often, AI products send private data to cloud-based LLMs. I believe that AI should assist users without breaching their privacy.
Feel free to check it out <https://github.com/gerevai/gerev>
- ChatGPT-like workplace search engine
- Show HN: Google-Like Search for Workplaces
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A new tool - webdev workplace search engine
https://github.com/gerevai/gerev - growing super fast.
qdrant
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Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain
Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker.
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Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant
I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours.
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Ask HN: Has Anyone Trained a personal LLM using their personal notes?
I'm currently looking to implement locally, using QDrant [1] for instance.
I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2].
[1]. https://qdrant.tech/
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Show HN: A fast HNSW implementation in Rust
Also compare with qdrant's Rust implementation; they tout their performance. https://github.com/qdrant/qdrant/tree/master/lib/segment/src...
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pgvecto.rs alternatives - qdrant and Weaviate
3 projects | 13 Mar 2024
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Open-source Rust-based RAG
There are much better known examples, such as https://qdrant.tech/ and https://github.com/lancedb/lancedb
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Qdrant 1.8.0 - Major Performance Enhancements
For more information, see our release notes. Qdrant is an open source project. We welcome your contributions; raise issues, or contribute via pull requests!
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Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and Qdrant
Initialize the Qdrant Client with in-memory storage. The collection name will be “imagebind_data” and we will be using cosine distance.
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7 Vector Databases Every Developer Should Know!
Qdrant is an open-source vector search engine optimized for performance and flexibility. It supports both exact and approximate nearest neighbor search, providing a balance between accuracy and speed for various AI and ML applications.
- Ask HN: Who is hiring? (February 2024)
What are some alternatives?
gerevai
Milvus - A cloud-native vector database, storage for next generation AI applications
pgvector - Open-source vector similarity search for Postgres
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​.
spring-boot-startup-report - Spring Boot Startup Report library generates an interactive Spring Boot application startup report that lets you understand what contributes to the application startup time and perhaps helps to optimize it.
faiss - A library for efficient similarity search and clustering of dense vectors.
dotfiles - The best and strongest dotfiles. Editor: Neovim; Shell: zsh(zinit, powerlevel10k); Terminal: wezterm; Desktop: hyprland/sway, ulauncher, dunst; OS: ArchLinux (Ubuntu/Fedora/CentOS)
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
specification - Serverless Workflow Specification
towhee - Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.