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feat: Add OpenSearch VectorStore Component with Ingest and Search Capabilities #3799

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feat: Add OpenSearch VectorStore Component with Ingest and Search Capabilities #3799

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@joaoguilhermeS joaoguilhermeS commented Sep 13, 2024 •
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This PR introduces a new OpenSearch VectorStore component that enables data ingestion and search functionalities within our system.

Fixes #3735

Key features include:

  • Authentication and SSL Certificate Support: Configurable options for secure connections, including username/password authentication and SSL certificate verification.
  • Data Ingestion: Ability to ingest documents into the OpenSearch vector store, converting data objects into LangChain documents.
  • Search Capabilities: Supports both similarity and Maximal Marginal Relevance (MMR) search types with configurable parameters like the number of results and score thresholds.
  • Error Handling and Logging: Enhanced error messages and logging for easier troubleshooting and debugging.

@dosubot dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. enhancement New feature or request labels Sep 13, 2024
@github-actions github-actions bot added enhancement New feature or request and removed enhancement New feature or request labels Sep 13, 2024
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autofix-ci bot commented Sep 13, 2024

Hi! I'm autofix logoautofix.ci, a bot that automatically fixes trivial issues such as code formatting in pull requests.

I would like to apply some automated changes to this pull request, but it looks like I don't have the necessary permissions to do so. To get this pull request into a mergeable state, please do one of the following two things:

  1. Allow edits by maintainers for your pull request, and then re-trigger CI (for example by pushing a new commit).
  2. Manually fix the issues identified for your pull request (see the GitHub Actions output for details on what I would like to change).

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@github-actions github-actions bot added enhancement New feature or request and removed enhancement New feature or request labels Sep 16, 2024
@dosubot dosubot bot added size:XS This PR changes 0-9 lines, ignoring generated files. and removed size:L This PR changes 100-499 lines, ignoring generated files. labels Sep 23, 2024
@dosubot dosubot bot added size:XL This PR changes 500-999 lines, ignoring generated files. and removed size:XS This PR changes 0-9 lines, ignoring generated files. labels Sep 23, 2024
@dosubot dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. and removed size:XL This PR changes 500-999 lines, ignoring generated files. labels Sep 24, 2024
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@italojohnny italojohnny Awaiting requested review from italojohnny

@ogabrielluiz ogabrielluiz Awaiting requested review from ogabrielluiz

@jordanrfrazier jordanrfrazier Awaiting requested review from jordanrfrazier

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OpenSearch Component
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