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Add Qdrant as vector database (#580)
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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@@ -32,7 +32,7 @@ Since November 2024: Work on RAG (integration of your data and files) has begun.
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- [x] ~~App: Implement dialog for checking & handling [pandoc](https://pandoc.org/) installation ([PR #393](https://github.com/MindWorkAI/AI-Studio/pull/393), [PR #487](https://github.com/MindWorkAI/AI-Studio/pull/487))~~
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- [ ] App: Implement external embedding providers
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- [ ] App: Implement the process to vectorize one local file using embeddings
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- [ ] Runtime: Integration of the vector database [Qdrant](https://github.com/qdrant/qdrant)
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- [x] ~~Runtime: Integration of the vector database [Qdrant](https://github.com/qdrant/qdrant) ([PR #580](https://github.com/MindWorkAI/AI-Studio/pull/580))~~
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- [ ] App: Implement the continuous process of vectorizing data
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- [x] ~~App: Define a common retrieval context interface for the integration of RAG processes in chats (PR [#281](https://github.com/MindWorkAI/AI-Studio/pull/281), [#284](https://github.com/MindWorkAI/AI-Studio/pull/284), [#286](https://github.com/MindWorkAI/AI-Studio/pull/286), [#287](https://github.com/MindWorkAI/AI-Studio/pull/287))~~
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- [x] ~~App: Define a common augmentation interface for the integration of RAG processes in chats (PR [#288](https://github.com/MindWorkAI/AI-Studio/pull/288), [#289](https://github.com/MindWorkAI/AI-Studio/pull/289))~~
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