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https://github.com/meta-llama/llama-stack.git
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5e9c394500
Implement OpenGauss vector database integration for Llama Stack with the following features: - Add OpenGaussVectorIOAdapter for vector storage and retrieval - Support native vector similarity search operations - Implement connection and query management with psycopg2 - Provide configuration template for easy setup - Add comprehensive unit tests The implementation allows Llama Stack users to leverage OpenGauss as an enterprise-grade vector database for RAG applications. Users can configure their environment through a simple YAML configuration and environment variables.
96 lines
2.5 KiB
YAML
96 lines
2.5 KiB
YAML
version: 2
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image_name: opengauss-demo
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apis:
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- agents
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- inference
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- vector_io
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- tool_runtime
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- files
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- models
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- telemetry
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- safety
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providers:
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inference:
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- provider_id: together
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provider_type: remote::together
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config:
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api_key: ${env.TOGETHER_API_KEY}
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url: ${env.TOGETHER_API_BASE_URL}
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- provider_id: sentence-transformers
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provider_type: inline::sentence-transformers
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config: {}
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vector_io:
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- provider_id: opengauss
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provider_type: remote::opengauss
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config:
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host: ${env.OPENGAUSS_HOST}
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port: ${env.OPENGAUSS_PORT:=5432}
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db: ${env.OPENGAUSS_DB}
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user: ${env.OPENGAUSS_USER}
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password: ${env.OPENGAUSS_PASSWORD}
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agents:
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- provider_id: meta-reference
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provider_type: inline::meta-reference
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config:
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persistence_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/opengauss-demo}/agent_store.db
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responses_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/opengauss-demo}/agent_responses.db
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tool_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/opengauss-demo}/agent_tools.db
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tool_runtime:
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- provider_id: rag-runtime
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provider_type: inline::rag-runtime
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config: {}
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files:
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- provider_id: localfs
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provider_type: inline::localfs
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config:
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storage_dir: ${env.LOCALFS_BASE_PATH:=~/.llama/distributions/opengauss-demo/files}
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metadata_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/opengauss-demo}/files_metadata.db
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telemetry:
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- provider_id: meta-reference
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provider_type: inline::meta-reference
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config: {}
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safety:
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- provider_id: llama-guard
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provider_type: inline::llama-guard
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config: {}
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models:
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- model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
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model_type: llm
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provider_id: together
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provider_model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
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metadata: {}
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- model_id: all-MiniLM-L6-v2
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model_type: embedding
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provider_id: sentence-transformers
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provider_model_id: all-MiniLM-L6-v2
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metadata:
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embedding_dimension: 384
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metadata_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/opengauss-demo}/registry.db
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inference_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/opengauss-demo}/inference_store.db
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tool_groups:
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- toolgroup_id: builtin::rag
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provider_id: rag-runtime
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