jina VS Weaviate

Compare jina vs Weaviate and see what are their differences.

Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
jina Weaviate
126 76
19,807 9,181
1.0% 5.5%
9.2 10.0
7 days ago 7 days ago
Python Go
Apache License 2.0 BSD 3-clause "New" or "Revised" 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.

jina

Posts with mentions or reviews of jina. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-30.
  • FLaNK Stack Weekly for 30 Oct 2023
    24 projects | dev.to | 30 Oct 2023
  • Cross data type search that wasn’t supported well using Elasticsearch
    2 projects | /r/learnprogramming | 11 Apr 2023
    Jina mainly because of their use of neural networks and AI.
  • I plan to build my own AI powered search engine for my portfolio. Do you know ones that are open-source?
    6 projects | /r/opensource | 17 Mar 2023
    Jina - It’s an open-source project where you can build search engines. Well maybe not no code but it claims that you only need a few lines of code for creating projects. The project supports semantic, text, image, audio, and video search. What I’m also interested in is with their neural search and generative AI. I’m also interested in the amount of github repo that they have. I have this on my radar since this is also something I was interested in.
  • How can we match images in our database?
    2 projects | /r/learnmachinelearning | 16 Mar 2023
    Do you guys have any ideas how we can match images on our database? We’re working on a project that about matching images on our database. We were trying to use SIFT and some other similar methods, but for some reason, nothing doesn’t seem to be working that well. Does anyone have any suggestions for the most effective way to do this? Maybe some open-source solutions like HuggingFace or Jina AI? We just want to make sure our image matching is correct and that part’s been a bit of a struggle on our part.
  • Any MLOps platform you use?
    3 projects | /r/learnmachinelearning | 25 Feb 2023
    Jina AI -They offer a neural search solution that can help build smarter, more efficient search engines. They also have a list of cool github repos that you can check out. Similar to Vertex AI, they have image classification tools, NLPs, fine tuners etc.
  • This week(s) in DocArray
    5 projects | dev.to | 16 Feb 2023
    Well, it's not exactly a new feature, but we've been working on early support for DocArray v2 in Jina.
  • Multi-model serving options
    3 projects | /r/mlops | 12 Feb 2023
    Jina let’s you serve all of your models through the same Gateway while deploying them as individual microservices. You can also tie your models together in a pipeline if needed. Also some nice ML focussed features such as dynamic batching.
  • Image matching within database? [P]
    3 projects | /r/MachineLearning | 5 Jan 2023
    You should check out https://github.com/jina-ai/jina and https://github.com/jina-ai/finetuner
  • Image Similarity Score using transfer learning
    6 projects | /r/MLQuestions | 31 Aug 2022
  • I want to dive into how to make search engines
    16 projects | news.ycombinator.com | 25 Aug 2022
    What kinda thing do you want to search? Text I guess? But there are search engines for images, gifs, video, all kinds of stuff.

    I'm working at an open-source project that builds an AI-powered search framework [0], and I've built some examples in very few lines of code (for searching fashion products via image or text [1], PDF text/images/tables search [2]) and one of our community members built a protein search engine [3].

    A good place to start might be with a no-code solution like (shameless self-plug time) Jina NOW [4], which lets you build a search engine and GUI with just one CLI command.

    [0] https://github.com/jina-ai/jina/

Weaviate

Posts with mentions or reviews of Weaviate. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-13.

What are some alternatives?

When comparing jina and Weaviate you can also consider the following projects:

Milvus - A cloud-native vector database, storage for next generation AI applications

faiss - A library for efficient similarity search and clustering of dense vectors.

pgvector - Open-source vector similarity search for Postgres

qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

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.

dalle-flow - 🌊 A Human-in-the-Loop workflow for creating HD images from text

whoogle-search - A self-hosted, ad-free, privacy-respecting metasearch engine

vald - Vald. A Highly Scalable Distributed Vector Search Engine

ChatterBot - ChatterBot is a machine learning, conversational dialog engine for creating chat bots

es-clip-image-search - Sample implementation of natural language image search with OpenAI's CLIP and Elasticsearch or Opensearch.

marqo - Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

go - The Go programming language