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docs: fix ai21 description at https://python.langchain.com/docs/integrations/chat/ All chat models section (#31313)
…rations/chat/ All chat models section Thank you for contributing to LangChain! - [x] **PR title**: "package: description" - Where "package" is whichever of langchain, core, etc. is being modified. Use "docs: ..." for purely docs changes, "infra: ..." for CI changes. - Example: "core: add foobar LLM" - [x] **PR message**: ***Delete this entire checklist*** and replace with - **Description:** a description of the change - **Issue:** the issue # it fixes, if applicable - **Dependencies:** any dependencies required for this change - **Twitter handle:** if your PR gets announced, and you'd like a mention, we'll gladly shout you out! - [x] **Add tests and docs**: If you're adding a new integration, please include 1. a test for the integration, preferably unit tests that do not rely on network access, 2. an example notebook showing its use. It lives in `docs/docs/integrations` directory. - [x] **Lint and test**: Run `make format`, `make lint` and `make test` from the root of the package(s) you've modified. See contribution guidelines for more: https://python.langchain.com/docs/contributing/ Additional guidelines: - Make sure optional dependencies are imported within a function. - Please do not add dependencies to pyproject.toml files (even optional ones) unless they are required for unit tests. - Most PRs should not touch more than one package. - Changes should be backwards compatible. If no one reviews your PR within a few days, please @-mention one of baskaryan, eyurtsev, ccurme, vbarda, hwchase17.
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docs/docs/integrations/chat/ai21.ipynb

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"source": [
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"# ChatAI21\n",
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"\n",
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"## Overview\n",
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"\n",
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"This notebook covers how to get started with AI21 chat models.\n",
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"Note that different chat models support different parameters. See the [AI21 documentation](https://docs.ai21.com/reference) to learn more about the parameters in your chosen model.\n",
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"[See all AI21's LangChain components.](https://pypi.org/project/langchain-ai21/)\n",
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"cell_type": "markdown",
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"id": "f6844fff-3702-4489-ab74-732f69f3b9d7",
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"metadata": {},
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"source": "To enable automated tracing of your model calls, set your [LangSmith](https://docs.smith.langchain.com/) API key:"
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"source": [
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"To enable automated tracing of your model calls, set your [LangSmith](https://docs.smith.langchain.com/) API key:"
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]
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{
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"cell_type": "code",
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"cell_type": "markdown",
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"id": "39c0ccd229927eab",
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"metadata": {},
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"source": "# Tool Calls / Function Calling"
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"source": [
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"# Tool Calls / Function Calling"
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]
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},
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{
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"cell_type": "markdown",
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"id": "2bf6b40be07fe2d4",
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"metadata": {},
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"source": "This example shows how to use tool calling with AI21 models:"
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"source": [
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"This example shows how to use tool calling with AI21 models:"
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]
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"cell_type": "code",

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