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community: Wikidata tool support (#16691)
- **Description:** Adds Wikidata support to langchain. Can read out documents from Wikidata. - **Issue:** N/A - **Dependencies:** Adds implicit dependencies for `wikibase-rest-api-client` (for turning items into docs) and `mediawikiapi` (for hitting the search endpoint) - **Twitter handle:** @derenrich You can see an example of this tool used in a chain [here](https://nbviewer.org/urls/d.erenrich.net/upload/Wikidata_Langchain.ipynb) or [here](https://nbviewer.org/urls/d.erenrich.net/upload/Wikidata_Lars_Kai_Hansen.ipynb) <!-- Thank you for contributing to LangChain! Please make sure your PR is passing linting and testing before submitting. Run `make format`, `make lint` and `make test` from the root of the package you've modified to check this locally. See contribution guidelines for more information on how to write/run tests, lint, etc: https://python.langchain.com/docs/contributing/ 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. If no one reviews your PR within a few days, please @-mention one of @baskaryan, @eyurtsev, @hwchase17. -->
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docs/docs/integrations/tools/wikidata.ipynb
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73
docs/docs/integrations/tools/wikidata.ipynb
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{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "c4b39799",
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"metadata": {},
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"source": [
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"# Wikidata\n",
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"\n",
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">[Wikidata](https://wikidata.org/) is a free and open knowledge base that can be read and edited by both humans and machines. Wikidata is one of the world's largest open knowledge bases.\n",
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"\n",
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"First, you need to install `wikibase-rest-api-client` and `mediawikiapi` python packages."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "3d9195d4",
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"metadata": {
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"vscode": {
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"languageId": "shellscript"
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}
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},
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"outputs": [],
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"source": [
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"%pip install --upgrade --quiet wikibase-rest-api-client mediawikiapi"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "955988a1-ebc2-4c9a-9298-c493fe842de1",
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"metadata": {},
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"outputs": [],
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"source": [
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"from langchain_community.tools.wikidata.tool import WikidataAPIWrapper, WikidataQueryRun\n",
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"\n",
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"wikidata = WikidataQueryRun(api_wrapper=WikidataAPIWrapper())"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"id": "9926a8a7-3e4e-4a97-ba43-7e5a274b9561",
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"metadata": {},
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"outputs": [],
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"source": [
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"print(wikidata.run(\"Alan Turing\"))"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.8.10"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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