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docs: add Timbr tools integration (#32862)
# feat(integrations): Add Timbr tools integration ## DESCRIPTION This PR adds comprehensive documentation and integration support for Timbr's semantic layer tools in LangChain. [Timbr](https://timbr.ai/) provides an ontology-driven semantic layer that enables natural language querying of databases through business-friendly concepts. It connects raw data to governed business measures for consistent access across BI, APIs, and AI applications. [`langchain-timbr`](https://pypi.org/project/langchain-timbr/) is a Python SDK that extends [LangChain](https://github.com/WPSemantix/Timbr-GenAI/tree/main/LangChain) and [LangGraph](https://github.com/WPSemantix/Timbr-GenAI/tree/main/LangGraph) with custom agents, chains, and nodes for seamless integration with the Timbr semantic layer. It enables converting natural language prompts into optimized semantic-SQL queries and executing them directly against your data. **What's Added:** - Complete integration documentation for `langchain-timbr` package - Tool documentation page with usage examples and API reference **Integration Components:** - `IdentifyTimbrConceptChain` - Identify relevant concepts from user prompts - `GenerateTimbrSqlChain` - Generate SQL queries from natural language - `ValidateTimbrSqlChain` - Validate queries against knowledge graph schemas - `ExecuteTimbrQueryChain` - Execute queries against semantic databases - `GenerateAnswerChain` - Generate human-readable answers from results ## Documentation Added - `/docs/integrations/providers/timbr.mdx` - Provider overview and configuration - `/docs/integrations/tools/timbr.ipynb` - Comprehensive tool usage examples ## Links - [PyPI Package](https://pypi.org/project/langchain-timbr/) - [GitHub Repository](https://github.com/WPSemantix/langchain-timbr) - [Official Documentation](https://docs.timbr.ai/doc/docs/integration/langchain-sdk/) --------- Co-authored-by: Mason Daugherty <mason@langchain.dev>
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@@ -729,6 +729,10 @@ packages:
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- name: langchain-scrapeless
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repo: scrapeless-ai/langchain-scrapeless
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path: .
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- name: langchain-timbr
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provider_page: timbr
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path: .
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repo: WPSemantix/langchain-timbr
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- name: langchain-zenrows
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path: .
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repo: ZenRows-Hub/langchain-zenrows
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