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trying to add docs

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ishaan-jaff 2023-07-29 07:06:56 -07:00
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docs/extras/integrations/chat/llama_api.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"id": "90a1faf2",
"metadata": {},
"source": [
"# Llama API\n",
"\n",
"This notebook shows how to use LangChain with [LlamaAPI](https://llama-api.com/) - a hosted version of Llama2 that adds in support for function calling."
]
},
{
"cell_type": "markdown",
"id": "f5b652cf",
"metadata": {},
"source": [
"!pip install -U llamaapi"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "bfd385fd",
"metadata": {},
"outputs": [],
"source": [
"from llamaapi import LlamaAPI\n",
"\n",
"# Replace 'Your_API_Token' with your actual API token\n",
"llama = LlamaAPI('Your_API_Token')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "632eb3e5",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/harrisonchase/.pyenv/versions/3.9.1/envs/langchain/lib/python3.9/site-packages/deeplake/util/check_latest_version.py:32: UserWarning: A newer version of deeplake (3.6.12) is available. It's recommended that you update to the latest version using `pip install -U deeplake`.\n",
" warnings.warn(\n"
]
}
],
"source": [
"from langchain_experimental.llms import ChatLlamaAPI"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "6f850e82",
"metadata": {},
"outputs": [],
"source": [
"model = ChatLlamaAPI(client=llama)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "975c2bf4",
"metadata": {},
"outputs": [],
"source": [
"from langchain.chains import create_tagging_chain\n",
"\n",
"schema = {\n",
" \"properties\": {\n",
" \"sentiment\": {\"type\": \"string\", 'description': 'the sentiment encountered in the passage'},\n",
" \"aggressiveness\": {\"type\": \"integer\", 'description': 'a 0-10 score of how aggressive the passage is'},\n",
" \"language\": {\"type\": \"string\", 'description': 'the language of the passage'},\n",
" }\n",
"}\n",
"\n",
"chain = create_tagging_chain(schema, model)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "ef9638c3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'sentiment': 'aggressive', 'aggressiveness': 8}"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"chain.run(\"give me your money\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "238b4f62",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 5
}