DiskANN
anansi
| DiskANN | anansi | |
|---|---|---|
| 3 | 2 | |
| 824 | 48 | |
| 7.6% | - | |
| 8.0 | 4.9 | |
| 3 days ago | 11 months ago | |
| C++ | Rust | |
| GNU General Public License v3.0 or later | 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.
DiskANN
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DiskANN Implementation in Rust + Easy NN Search
Hi! I have been noodling away at a re-implementation of the original C++ DiskANN project as well as packaging the latest advances in embedding generation. The rough repo is here and will remain licensed as Apache-2.0!
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Pinecone raises $100M Series B
Spot on. There is zero moat and the self-hosted alternatives are rapidly improving (if not better) than Pinecone. There are good open-source contributions coming from bigcorp beyond Meta too, e.g., DiskANN (https://github.com/microsoft/DiskANN).
- SSD-Based Vector Indices
anansi
-
DiskANN Implementation in Rust + Easy NN Search
Hi! I have been noodling away at a re-implementation of the original C++ DiskANN project as well as packaging the latest advances in embedding generation. The rough repo is here and will remain licensed as Apache-2.0!
- PyTorch Primitives in WebGPU for the Browser
What are some alternatives?
pinecone - Peer-to-peer overlay routing for the Matrix ecosystem
bionic-gpt - BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality
pgANN - Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
chidori - A reactive runtime for building durable AI agents
pgvector - Open-source vector similarity search for Postgres
bionicgpt - BionicGPT is an on-premise replacement for ChatGPT, offering the advantages of Generative AI while maintaining strict data confidentiality [Moved to: https://github.com/bionic-gpt/bionic-gpt]
requests-wasm-polyfill - Drop-in replacement for the requests library for wasm python
tfjs - A WebGL accelerated JavaScript library for training and deploying ML models.
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
potatogpt - Pure Typescript, dependency free, ridiculously slow implementation of GPT2 for educational purposes
assistants - Open AI Assistants (API + Front-end) Prototype
benchmark - TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.