✨ feat: Add vector store support with Qdrant

[Anush008]

Hey 👋

This PR adds support for using Qdrant as a vector store provider in tapes.

You can run Qdrant with

docker run -p 6333:6333 -p 6334:6334 qdrant/qdrant

The dashboard is accessible at http://localhost:6333/dashboard

The Go client uses the gRPC API that's available at host=localhost and port=6334.

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[bdougie]

vouch add @Anush008

Thanks so much for the PR. I will take a closer look later today

[jpmcb]

Great to see you @Anush008 - thanks for the great contribution. Validated!!

❯ ./build/darwin/arm64/tapes search "Woof"

Search Results for: "Woof"

  #1  score: 0.9688  7d904290aa5b1478692f707274cbcbb5e35d7bd63152ff393febafa3f3d46702
  user: Woof.
  2 turns
  >>> [user] Woof. 7d904290aa5b
   ├─ [assistant] Woof woof! 😊   Are you saying hello? Or maybe you're a... b05806e43b23

  #2  score: 0.5778  b05806e43b23b1d91f95fa7061036bee996f361bb244795e1a464f42a9ea91f5
  assistant: Woof woof! 😊   Are you saying hello? Or maybe you're a dog!   Do you want ...
  2 turns
   ├─ [user] Woof. 7d904290aa5b
  >>> [assistant] Woof woof! 😊   Are you saying hello? Or maybe you're a... b05806e43b23

[bdougie]

@Anush008 let's us know if Qdrant be open to linking to Tapes in your integrations or ecosystem docs? Would love to give your users a clear path to pairing Qdrant with Tapes for agent observability. Happy to return the favor on our end with content.

[Anush008]

Yeah. I'll update https://qdrant.tech/documentation/ with the tapes.dev integration doc shortly.