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Towhee Alternatives
Similar projects and alternatives to towhee
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examples
Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc. (by towhee-io)
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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qdrant
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
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awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
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PySceneDetect
:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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awesome-vector-search
Collections of vector search related libraries, service and research papers
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ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
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docarray
🧬 Represent, send, and store multimodal data · Neural Search · Vector Search · Document Store
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autofaiss
Automatically create Faiss knn indices with the most optimal similarity search parameters.
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CodiumAI
TestGPT | Generating meaningful tests for busy devs. Get non-trivial tests (and trivial, too!) suggested right inside your IDE, so you can code smart, create more value, and stay confident when you push.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better towhee alternative or higher similarity.
towhee reviews and mentions
Posts with mentions or reviews of towhee.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-25.
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Vector database built for scalable similarity search
As another commenter noted, Milvus is overkill and a "bit much" if you're learning/playing.
A good intro to the field with progression towards a full Milvus implementation could be starting with towhee[0] (which is also supported by Milvus).
towhee has an example to do exactly what you want with CLIP[1].
[0] - https://towhee.io/
[1] - https://github.com/towhee-io/examples/tree/main/image/text_i...
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What Is DocArray?
The description of this is kind of confusing but I think the easiest way to understand it is that it is a data processing pipeline of sorts. Take unstructured data and apply transformation and computation. A similar project to this is Towhee (https://github.com/towhee-io/towhee). This project tries to simplify unstructured data processing and provides pretrained models and pipelines from their hub.
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[P] My co-founder and I quit our engineering jobs at AWS to build “Tensor Search”. Here is why.
Milvus also has incredible flexibility when it comes to choosing an indexing strategy, and we also have a library specifically meant to help vectorize a variety of data called Towhee (https://github.com/towhee-io/towhee).
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Deep Dive into Real-World Image Search Engine with Python
Benchmarking the models with towhee is as simple as:
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Build an Image Search Engine in Minutes
I made a tutorial for building an image search engine with python. The code example is as simple as 10 lines of code, using Towhee and Milvus To put images into the search engine:
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Any good libraries for feature extraction?
Traditionally, I've done this through PyTorch by adding a hook, but this requires knowledge of the model itself (i.e. model arch and layer names). I found https://github.com/Hironsan/awesome-embedding-models but it didn't provide many CV-focused open-source projects. There's also https://github.com/towhee-io/towhee which is great but more targeted towards application development.
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[P] Working on unstructured data?
image_decode and img2img_translation.animegan are predefined operators from towhee hub. We already have nearly a hundred operators, officially maintained or contributed by our users.
We have just released Towhee 0.6, a framework for doing ML jobs over unstructured data. Our latest release includes DataCollection, a new user-centric method-chaining API that enables rapid development and prototyping of embedding applications.
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What is the best practice for injecting configuration into a python application
The package now is part of towhee, you can use the latest version of hyper parameter by python from towhee import param_scope()
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A note from our sponsor - ONLYOFFICE
www.onlyoffice.com | 31 May 2023
Stats
Basic towhee repo stats
25
2,217
9.7
7 days ago
towhee-io/towhee is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of towhee is Python.
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