vearch
awadb
vearch | awadb | |
---|---|---|
2 | 3 | |
1,908 | 158 | |
1.0% | - | |
9.6 | 8.9 | |
6 days ago | 4 months ago | |
Go | C++ | |
Apache License 2.0 | Apache License 2.0 |
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vearch
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An AI Native database for embedding vectors
https://github.com/vearch/vearch/blob/master/engine/index/RE...
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Any database implementation from vector data search?
https://github.com/vearch/vearch this is one of the implementation
awadb
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An AI Native database for embedding vectors
What is your novelty? I just see HNSW.
What is the relationship between awa and vearch? You both have a 'gamma' index with identical copy:
https://github.com/awa-ai/awadb/tree/main/awadb/db_engine/in...
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Awadb 0.3.6 version of the vector database relying on Langchain has been released
github address: https://github.com/awa-ai/awadb
What are some alternatives?
Milvus - A cloud-native vector database, storage for next generation AI applications
AgentBench - A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
awesome-vector-search - Collections of vector search related libraries, service and research papers
redis-llm - redis-llm integrates LLM with Redis. It can help LLM to access private data, and remember long chat history.
TFServingCache - Distributed model cache for TF Serving
collider - Large Model Collider - The Platform for serving LLM models
trace.moe - Anime Scene Search by Image
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
txtai - đŸ’¡ All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows