https://github.com/dblock/vectordb-hello-world

Examples of vector DB indexing and query with various vector databases.
https://github.com/dblock/vectordb-hello-world

chroma clickhouse opensearch pgvector pinecone qdrant redis vector-database-embedding vector-database-search vectors vespa-engine weviate

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Examples of vector DB indexing and query with various vector databases.

• Host: GitHub
• URL: https://github.com/dblock/vectordb-hello-world
• Owner: dblock
• License: apache-2.0
• Created: 2023-06-16T13:24:32.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-10-19T11:47:41.000Z (12 months ago)
• Last Synced: 2025-01-11T13:12:09.257Z (9 months ago)
• Topics: chroma, clickhouse, opensearch, pgvector, pinecone, qdrant, redis, vector-database-embedding, vector-database-search, vectors, vespa-engine, weviate
• Language: Python
• Homepage: https://code.dblock.org/2023/06/16/getting-started-with-vector-dbs-in-python.html
• Size: 61.5 KB
• Stars: 12
• Watchers: 3
• Forks: 6
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

Awesome Lists containing this project

README

          
- [VectorDB Hello World](#vectordb-hello-world)

- [Developing](#developing)

- [License](#license)

- [Copyright](#copyright)

## VectorDB Hello World

Samples, in alphabetical order, of querying vector DBs without using vendor-specific clients where possible. Companion code to [this blog post](https://code.dblock.org/2023/06/16/getting-started-with-vector-dbs-in-python.html). 

See [DEVELOPER_GUIDE](DEVELOPER_GUIDE.md) if you need to get setup with Python and poetry before running these.

* [Chroma](src/chroma/README.md)

* [ClickHouse](src/click_house/README.md)

* [MongoDB](src/mongodb/README.md)

* [MyScale](src/my_scale/README.md)

* [OpenSearch](src/open_search/README.md)

* [pgVector](src/pg_vector/README.md)

* [Pinecone](src/pinecone/README.md)

* [Qdrant](src/qdrant/README.md)

* [Redis](src/redis/README.md)

* [Vespa](src/vespa/README.md)

* [Weaviate](src/weaviate/README.md)

## Developing

See [DEVELOPER_GUIDE](DEVELOPER_GUIDE.md).

## License

This project is licensed under the [Apache v2.0 License](LICENSE.txt).

## Copyright

Copyright Daniel Doubrovkine, and contributors.