fastembed-rs
fastembed
| fastembed-rs | fastembed | |
|---|---|---|
| 1 | 4 | |
| 161 | 822 | |
| - | 16.3% | |
| 8.8 | 9.5 | |
| 2 days ago | 6 days ago | |
| Rust | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
fastembed-rs
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Embeddings are a good starting point for the AI curious app developer
Yes, I use fastembed-rs[1] in a project I'm working on and it runs flawlessly. You can store the embeddings in any boring database, but for fast vector math, a vector database is recommended (e.g. the pgvector postgres extension).
[1] https://github.com/Anush008/fastembed-rs
fastembed
- FastLLM by Qdrant – lightweight LLM tailored For RAG
- FLaNK Stack Weekly 19 Feb 2024
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What are Vector Embeddings?
Selecting the right embedding model for your use case is crucial to your application performance. Qdrant makes it easier by offering seamless integration with the best selection of embedding APIs, including Cohere, Gemini, Jina Embeddings, OpenAI, Aleph Alpha, Fastembed, and AWS Bedrock.
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FastEmbed: Fast and Lightweight Embedding Generation for Text
If you're using FastEmbed and you've got ideas or need certain features, feel free to let us know. Just drop an issue on our GitHub page. That's where we look first when we're deciding what to work on next. Here's where you can do it: FastEmbed GitHub Issues.
What are some alternatives?
candle_embed - A simple, CUDA or CPU powered, library for creating vector embeddings using Candle and models from Hugging Face
gnn - TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
llama.cpp - LLM inference in C/C++
openvino_notebooks - 📚 Jupyter notebook tutorials for OpenVINO™
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
event-ruler - Event Ruler is a Java library that allows matching many thousands of Events per second to any number of expressive and sophisticated rules.
lantern_extras - Routines for generating, manipulating, parsing, importing vector embeddings into Postgres tables
recon-ng - Open Source Intelligence gathering tool aimed at reducing the time spent harvesting information from open sources.
pg_vectorize - The simplest way to orchestrate vector search on Postgres
FLiPStackWeekly - FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...