txtai VS annoy

Compare txtai vs annoy and see what are their differences.

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txtai annoy
354 40
6,910 12,662
5.7% 1.2%
9.3 5.3
19 days ago 2 months ago
Python C++
Apache License 2.0 Apache License 2.0
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.

txtai

Posts with mentions or reviews of txtai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-27.

annoy

Posts with mentions or reviews of annoy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-05.

What are some alternatives?

When comparing txtai and annoy you can also consider the following projects:

sentence-transformers - Multilingual Sentence & Image Embeddings with BERT

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

tika-python - Tika-Python is a Python binding to the Apache Tikaβ„’ REST services allowing Tika to be called natively in the Python community.

hnswlib - Header-only C++/python library for fast approximate nearest neighbors

implicit - Fast Python Collaborative Filtering for Implicit Feedback Datasets

transformers - πŸ€— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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

CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

TensorRec - A TensorFlow recommendation algorithm and framework in Python.

paperai - πŸ“„ πŸ€– Semantic search and workflows for medical/scientific papers

fastFM - fastFM: A Library for Factorization Machines