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[Feature] Add support for hybrid search for pinecone vector database (#…
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,35 @@ | ||
| --- | ||
| title: ChromaDB | ||
| --- | ||
|
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| <CodeGroup> | ||
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| ```python main.py | ||
| from embedchain import App | ||
|
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| # load chroma configuration from yaml file | ||
| app = App.from_config(config_path="config1.yaml") | ||
| ``` | ||
|
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| ```yaml config1.yaml | ||
| vectordb: | ||
| provider: chroma | ||
| config: | ||
| collection_name: 'my-collection' | ||
| dir: db | ||
| allow_reset: true | ||
| ``` | ||
| ```yaml config2.yaml | ||
| vectordb: | ||
| provider: chroma | ||
| config: | ||
| collection_name: 'my-collection' | ||
| host: localhost | ||
| port: 5200 | ||
| allow_reset: true | ||
| ``` | ||
| </CodeGroup> | ||
| <Snippet file="missing-vector-db-tip.mdx" /> |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,39 @@ | ||
| --- | ||
| title: Elasticsearch | ||
| --- | ||
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| Install related dependencies using the following command: | ||
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| ```bash | ||
| pip install --upgrade 'embedchain[elasticsearch]' | ||
| ``` | ||
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| <Note> | ||
| You can configure the Elasticsearch connection by providing either `es_url` or `cloud_id`. If you are using the Elasticsearch Service on Elastic Cloud, you can find the `cloud_id` on the [Elastic Cloud dashboard](https://cloud.elastic.co/deployments). | ||
| </Note> | ||
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| You can authorize the connection to Elasticsearch by providing either `basic_auth`, `api_key`, or `bearer_auth`. | ||
|
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| <CodeGroup> | ||
|
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| ```python main.py | ||
| from embedchain import App | ||
|
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| # load elasticsearch configuration from yaml file | ||
| app = App.from_config(config_path="config.yaml") | ||
| ``` | ||
|
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| ```yaml config.yaml | ||
| vectordb: | ||
| provider: elasticsearch | ||
| config: | ||
| collection_name: 'es-index' | ||
| cloud_id: 'deployment-name:xxxx' | ||
| basic_auth: | ||
| - elastic | ||
| - <your_password> | ||
| verify_certs: false | ||
| ``` | ||
| </CodeGroup> | ||
| <Snippet file="missing-vector-db-tip.mdx" /> |
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