alnzng opened a new pull request, #150:
URL: https://github.com/apache/flink-agents/pull/150
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Linked issue: #149
### Purpose of change
<!-- What is the purpose of this change? -->
This PR adds embedding model support to Flink Agents by defining base
abstractions for embedding model connections and setups, along with a complete
Ollama embedding model implementation for local development and testing.
### Tests
<!-- How is this change verified? -->
Unit tests
### API
<!-- Does this change touches any public APIs? -->
New Base Classes:
- BaseEmbeddingModelConnection - Abstract base for embedding model
connections
- BaseEmbeddingModelSetup - Abstract base for embedding model setups
New Resource Types:
- ResourceType.EMBEDDING_MODEL_CONNECTION
- ResourceType.EMBEDDING_MODEL
New Decorators:
- @embedding_model_connection - For declaring embedding model connections
in agents
- @embedding_model_setup - For declaring embedding model setups in agents
New Concrete Implementations:
- OllamaEmbeddingModelConnection - Ollama-specific connection
implementation
- OllamaEmbeddingModelSetup - Ollama-specific setup implementation
### Documentation
<!-- Should this change be covered by the user documentation?-->
[Vector Store and Embedding Model Integration for Flink
Agents](https://github.com/apache/flink-agents/discussions/143)
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