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Create a pipeline that integrates Retrieval-Augmented Generation (RAG) based on the LPI dataset, a vector database, and a Large Language Model (LLM).
- [ ] Use the vector database to provide the LLM …
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Potential Data Format that gives courses to take and reasoning. Will be replace with LPI Dataset courses/infoy
input: I want to learn about llm and how to finetune them. I\'m intermediate and i …
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### Description
Create a version of [DocIndexRetriever](https://github.com/opea-project/GenAIExamples/tree/main/DocIndexRetriever) example with Milvus as Vector DB
The implementation can referen…
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### Self Checks
- [X] This is only for bug report, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
- [X] I hav…
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Increased our shard count from 6 shards to 8 shards and restarted our clickhouse pods and we started to see the below error. Any idea how to fix this error ?
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2024.11.1…
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### Describe your problem
Noticed now the backend is coupling with ElasticSearch.
Do you have plan to support some other vector stores, such as Pinecone, Milvus, etc.?
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**Is your feature request related to a problem? Please describe.**
Embedding searches in vector databases for face recognition can be slow, especially with large datasets. Faster retrieval methods ar…
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Hi,
I am trying to get image embeddings from SAM and save them in a Database, but I am a bit confused with the embedding size.
For example:
 and it would be awesome to have it in the benchmark comparisons. This library powers some of the famours vector databases out there such…