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fix: rag tool embeddings config

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* fix: ensure config is not flattened, add tests

* chore: refactor inits to model_validator

* chore: refactor rag tool config parsing

* chore: add initial docs

* chore: add additional validation aliases for provider env vars

* chore: add solid docs

* chore: move imports to top

* fix: revert circular import

* fix: lazy import qdrant-client

* fix: allow collection name config

* chore: narrow model names for google

* chore: update additional docs

* chore: add backward compat on model name aliases

* chore: add tests for config changes
This commit is contained in:
Greyson LaLonde
2025-11-24 16:51:28 -05:00
committed by GitHub
parent 9c84475691
commit a928cde6ee
46 changed files with 1850 additions and 291 deletions
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6
docs/en/tools/file-document/jsonsearchtool.mdx
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@@ -64,10 +64,10 @@ tool = JSONSearchTool(
},
},
"embedding_model": {
"provider": "google", # or openai, ollama, ...
"provider": "google-generativeai", # or openai, ollama, ...
"config": {
"model": "models/embedding-001",
"task_type": "retrieval_document",
"model_name": "gemini-embedding-001",
"task_type": "RETRIEVAL_DOCUMENT",
# Further customization options can be added here.
},
},