AI capabilities in YDB
YDB for AI: vector search
Capabilities
- Exact vector search
- Approximate vector search without an index
- Approximate vector search with an index
- More details in the documentation
Use cases
- Recommendation systems
- Semantic search
- Similar image search
- Anomaly detection
- Classification systems
Solves business problems
- Information search based on freely formulated natural language queries
- Search in unstructured data: images, video, and audio
- Improves quality of recommendations and personalization
AI for YDB: agents, MCP servers, frameworks
MCP server for YDB
- Analyze table structures with neural networks
- Generate and debug programs working with YDB
- More details in the documentation
NeuroAdmin
- Debug performance issues in chat mode
- Available in Enterprise Manager in Yandex Cloud
LangChain framework
- Use LangChain to develop applications based on LLMs
- Seamlessly connect YDB as a vector store using langchain-ydb integration
- More details in the documentation
