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docs: fixed links (#19503)
- [ ] **PR title**: "docs: fixed broken links" - [ ] **PR message**: - **Description:** fixed links in the documentation
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"| Chain Constructor | Function Calling | Other Tools | When to Use |\n",
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"|----------------------------------|-------------------------|--------------|--------------------------------------------------------------------------------|\n",
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"| [create_stuff_documents_chain](https://api.python.langchain.com/en/latest/chains/langchain.chains.combine_documents.stuff.create_stuff_documents_chain.html#langchain.chains.combine_documents.stuff.create_stuff_documents_chain) | | | This chain takes a list of documents and formats them all into a prompt, then passes that prompt to an LLM. It passes ALL documents, so you should make sure it fits within the context window the LLM you are using. |\n",
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"| [create_openai_fn_runnable](https://api.python.langchain.com/en/latest/chains/langchain.chains.openai_functions.base.create_openai_fn_runnable.html#langchain.chains.openai_functions.base.create_openai_fn_runnable) | ✅ | | If you want to use OpenAI function calling to OPTIONALLY structured an output response. You may pass in multiple functions for it call, but it does not have to call it. |\n",
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"| [create_structured_output_runnable](https://api.python.langchain.com/en/latest/chains/langchain.chains.openai_functions.base.create_structured_output_runnable.html#langchain.chains.openai_functions.base.create_structured_output_runnable) | ✅ | | If you want to use OpenAI function calling to FORCE the LLM to respond with a certain function. You may only pass in one function, and the chain will ALWAYS return this response. |\n",
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"| [create_openai_fn_runnable](https://api.python.langchain.com/en/latest/chains/langchain.chains.structured_output.base.create_openai_fn_runnable.html#langchain.chains.structured_output.base.create_openai_fn_runnable) | ✅ | | If you want to use OpenAI function calling to OPTIONALLY structured an output response. You may pass in multiple functions for it call, but it does not have to call it. |\n",
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"| [create_structured_output_runnable](https://api.python.langchain.com/en/latest/chains/langchain.chains.structured_output.base.create_structured_output_runnable.html#langchain.chains.structured_output.base.create_structured_output_runnable) | ✅ | | If you want to use OpenAI function calling to FORCE the LLM to respond with a certain function. You may only pass in one function, and the chain will ALWAYS return this response. |\n",
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"| [load_query_constructor_runnable](https://api.python.langchain.com/en/latest/chains/langchain.chains.query_constructor.base.load_query_constructor_runnable.html#langchain.chains.query_constructor.base.load_query_constructor_runnable) | | | Can be used to generate queries. You must specify a list of allowed operations, and then will return a runnable that converts a natural language query into those allowed operations. |\n",
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"| [create_sql_query_chain](https://api.python.langchain.com/en/latest/chains/langchain.chains.sql_database.query.create_sql_query_chain.html#langchain.chains.sql_database.query.create_sql_query_chain) | | SQL Database | If you want to construct a query for a SQL database from natural language. |\n",
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"| [create_history_aware_retriever](https://api.python.langchain.com/en/latest/chains/langchain.chains.history_aware_retriever.create_history_aware_retriever.html#langchain.chains.history_aware_retriever.create_history_aware_retriever) | | Retriever | This chain takes in conversation history and then uses that to generate a search query which is passed to the underlying retriever. |\n",
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