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Vector Database #3730

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opened 2026-02-16 17:41:15 -05:00 by yindo · 4 comments
yindo commented 2026-02-16 17:41:15 -05:00
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Originally created by @mdlmarkham on GitHub (Dec 21, 2025).

Originally assigned to: @thdxr on GitHub.

Question

Has anyone integrated a vector database tool with OpenCode? I've found that other systems work better when they are able to search the codebase using a vector search.

Originally created by @mdlmarkham on GitHub (Dec 21, 2025). Originally assigned to: @thdxr on GitHub. ### Question Has anyone integrated a vector database tool with OpenCode? I've found that other systems work better when they are able to search the codebase using a vector search.
yindo commented 2026-02-16 17:41:15 -05:00
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@github-actions[bot] commented on GitHub (Dec 21, 2025):

This issue might be a duplicate of existing issues. Please check:

  • #2584: Have you considered using embedding models?

The #2584 issue discusses using embedding models and vector databases to improve codebase search by indexing the code and using semantic search to find relevant code sections before sending them to the LLM.

Feel free to ignore if your specific use case is different from the embedding models proposal.

@github-actions[bot] commented on GitHub (Dec 21, 2025): This issue might be a duplicate of existing issues. Please check: - #2584: Have you considered using embedding models? The #2584 issue discusses using embedding models and vector databases to improve codebase search by indexing the code and using semantic search to find relevant code sections before sending them to the LLM. Feel free to ignore if your specific use case is different from the embedding models proposal.
yindo commented 2026-02-16 17:41:15 -05:00
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@rekram1-node commented on GitHub (Dec 21, 2025):

You can try yourself by creating a custom tool that the agent can use and some mechaism to sync everything to the db

@rekram1-node commented on GitHub (Dec 21, 2025): You can try yourself by creating a custom tool that the agent can use and some mechaism to sync everything to the db
yindo commented 2026-02-16 17:41:15 -05:00
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@franroa commented on GitHub (Dec 23, 2025):

I asked the same last week. I ended up with https://github.com/Davidyz/VectorCode/blob/main/docs/cli.md#mcp-server

@franroa commented on GitHub (Dec 23, 2025): I asked the same last week. I ended up with https://github.com/Davidyz/VectorCode/blob/main/docs/cli.md#mcp-server
yindo commented 2026-02-16 17:41:15 -05:00
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@mahaat commented on GitHub (Dec 23, 2025):

There are many projects like that you can use. I can recommend chunkhound for this case.

@mahaat commented on GitHub (Dec 23, 2025): There are many projects like that you can use. I can recommend [chunkhound](https://github.com/ofriw/chunkhound) for this case.
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Reference: anomalyco/opencode#3730
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