From f06b6261c2daef44ebc6832dbb635d7afbdb2fbb Mon Sep 17 00:00:00 2001 From: Johannes Messner Date: Fri, 14 Apr 2023 10:20:37 +0200 Subject: [PATCH] docs: tweak the readme Signed-off-by: Johannes Messner --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index c0d2cd5edee..1cee23cf2c0 100644 --- a/README.md +++ b/README.md @@ -22,10 +22,10 @@ Those are the three pillars of DocArray, and you can check them out individually DocArray handles your data while integrating seamlessly with the rest of your **Python and ML ecosystem**: -- :fire: DocArray has native compatibility for **NumPy**, **PyTorch** and **TensorFlow**, including for **model training use cases** -- :zap: DocArray is built on **Pydantic** and out-of-the-box compatible with **FastAPI** -- :package: DocArray can store data in vector databases such as **Weaviate, Qdrant, ElasticSearch** as well as **HNSWLib** -- :chains: DocArray data can be sent as JSON over **HTTP** or as **Protobuf** over **gRPC** +- :fire: DocArray has native compatibility for **[NumPy](https://github.com/numpy/numpy)**, **[PyTorch](https://github.com/pytorch/pytorch)** and **[TensorFlow](https://github.com/tensorflow/tensorflow)**, including for **model training use cases** +- :zap: DocArray is built on **[Pydantic](https://github.com/pydantic/pydantic)** and out-of-the-box compatible with **[FastAPI](https://github.com/tiangolo/fastapi/)** and **[Jina](https://github.com/jina-ai/jina/)** +- :package: DocArray can index data in vector databases such as **[Weaviate](https://weaviate.io/), [Qdrant](https://qdrant.tech/), [ElasticSearch](https://www.elastic.co/de/elasticsearch/)** as well as **[HNSWLib](https://github.com/nmslib/hnswlib)** +- :chains: DocArray data can be sent as JSON over **HTTP** or as **[Protobuf](https://protobuf.dev/)** over **[gRPC](https://grpc.io/)** > :bulb: **Where are you coming from?** Depending on your use case and background, there are different was to "get" DocArray.