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What is the title of issue 24888?
================================== Ai Message ==================================
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get_issue (call_iSYJVaM7uchfNHOMJoVPQsOi)
Call ID: call_iSYJVaM7uchfNHOMJoVPQsOi
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issue_number: 24888
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Name: get_issue
{"number": 24888, "title": "Standardize KV-Store Docs", "body": "To make our KV-store integrations as easy to use as possible we need to make sure the docs for them are thorough and standardized. There are two parts to this: updating the KV-store docstrings and updating the actual integration docs.\r\n\r\nThis needs to be done for each KV-store integration, ideally with one PR per KV-store.\r\n\r\nRelated to broader issues #21983 and #22005.\r\n\r\n## Docstrings\r\nEach KV-store class docstring should have the sections shown in the [Appendix](#appendix) below. The sections should have input and output code blocks when relevant.\r\n\r\nTo build a preview of the API docs for the package you're working on run (from root of repo):\r\n\r\n\`\`\`shell\r\nmake api_docs_clean; make api_docs_quick_preview API_PKG=openai\r\n\`\`\`\r\n\r\nwhere `API_PKG=` should be the parent directory that houses the edited package (e.g. community, openai, anthropic, huggingface, together, mistralai, groq, fireworks, etc.). This should be quite fast for all the partner packages.\r\n\r\n## Doc pages\r\nEach KV-store [docs page](https://python.langchain.com/docs/integrations/stores/) should follow [this template](https://github.com/langchain-ai/langchain/blob/master/libs/cli/langchain_cli/integration_template/docs/kv_store.ipynb).\r\n\r\nHere is an example: https://python.langchain.com/docs/integrations/stores/in_memory/\r\n\r\nYou can use the `langchain-cli` to quickly get started with a new chat model integration docs page (run from root of repo):\r\n\r\n\`\`\`shell\r\npoetry run pip install -e libs/cli\r\npoetry run langchain-cli integration create-doc --name \"foo-bar\" --name-class FooBar --component-type kv_store --destination-dir ./docs/docs/integrations/stores/\r\n\`\`\`\r\n\r\nwhere `--name` is the integration package name without the \"langchain-\" prefix and `--name-class` is the class name without the \"ByteStore\" suffix. This will create a template doc with some autopopulated fields at docs/docs/integrations/stores/foo_bar.ipynb.\r\n\r\nTo build a preview of the docs you can run (from root):\r\n\r\n\`\`\`shell\r\nmake docs_clean\r\nmake docs_build\r\ncd docs/build/output-new\r\nyarn\r\nyarn start\r\n\`\`\`\r\n\r\n## Appendix\r\nExpected sections for the KV-store class docstring.\r\n\r\n\`\`\`python\r\n \"\"\"__ModuleName__ completion KV-store integration.\r\n\r\n # TODO: Replace with relevant packages, env vars.\r\n Setup:\r\n Install `__package_name__` and set environment variable `__MODULE_NAME___API_KEY`.\r\n\r\n .. code-block:: bash\r\n\r\n pip install -U __package_name__\r\n export __MODULE_NAME___API_KEY=\"your-api-key\"\r\n\r\n # TODO: Populate with relevant params.\r\n Key init args — client params:\r\n api_key: Optional[str]\r\n __ModuleName__ API key. If not passed in will be read from env var __MODULE_NAME___API_KEY.\r\n\r\n See full list of supported init args and their descriptions in the params section.\r\n\r\n # TODO: Replace with relevant init params.\r\n Instantiate:\r\n .. code-block:: python\r\n\r\n from __module_name__ import __ModuleName__ByteStore\r\n\r\n kv_store = __ModuleName__ByteStore(\r\n # api_key=\"...\",\r\n # other params...\r\n )\r\n\r\n Set keys:\r\n .. code-block:: python\r\n\r\n kv_pairs = [\r\n [\"key1\", \"value1\"],\r\n [\"key2\", \"value2\"],\r\n ]\r\n\r\n kv_store.mset(kv_pairs)\r\n\r\n .. code-block:: python\r\n\r\n Get keys:\r\n .. code-block:: python\r\n\r\n kv_store.mget([\"key1\", \"key2\"])\r\n\r\n .. code-block:: python\r\n\r\n # TODO: Example output.\r\n\r\n Delete keys:\r\n ..code-block:: python\r\n\r\n kv_store.mdelete([\"key1\", \"key2\"])\r\n\r\n ..code-block:: python\r\n \"\"\" # noqa: E501\r\n\`\`\`", "comments": "[]", "opened_by": "jacoblee93"}
================================== Ai Message ==================================
The title of issue 24888 is "Standardize KV-Store Docs".
