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feat: Update default embedding model to text-embedding-3-small

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Replace outdated text-embedding-ada-002 with the newer, more efficient
text-embedding-3-small model as the default embedder. The new model
offers better performance and is more cost-effective.

Updated:
- config/config.yaml: Changed default model
- README.md: Updated documentation to reflect new default
This commit is contained in:
Daniel Chalef 2025-10-29 22:36:52 -07:00
parent 7e105825bd
commit bb7883a4ee
2 changed files with 2 additions and 2 deletions
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2
mcp_server/README.md
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@ -107,7 +107,7 @@ The MCP server comes with sensible defaults:
- **Transport**: HTTP (accessible at `http://localhost:8000/mcp/`) - **Transport**: HTTP (accessible at `http://localhost:8000/mcp/`)
- **Database**: Kuzu (in-memory, no external dependencies required) - **Database**: Kuzu (in-memory, no external dependencies required)
- **LLM**: OpenAI with model gpt-4.1 - **LLM**: OpenAI with model gpt-4.1
- **Embedder**: OpenAI text-embedding-ada-002 - **Embedder**: OpenAI text-embedding-3-small
### Database Configuration ### Database Configuration

2
mcp_server/config/config.yaml
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@ -41,7 +41,7 @@ llm:
embedder: embedder:
provider: "openai" # Options: openai, azure_openai, gemini, voyage provider: "openai" # Options: openai, azure_openai, gemini, voyage
model: "text-embedding-ada-002" model: "text-embedding-3-small"
dimensions: 1536 dimensions: 1536
providers: providers: