|
|
|
@ -236,7 +236,7 @@
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"llm_oss = VertexAIModelGarden(\n",
|
|
|
|
|
"llm = VertexAIModelGarden(\n",
|
|
|
|
|
" project=\"YOUR PROJECT\",\n",
|
|
|
|
|
" endpoint_id=\"YOUR ENDPOINT_ID\"\n",
|
|
|
|
|
")"
|
|
|
|
@ -248,14 +248,25 @@
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"llm_oss(\"What is the meaning of life?\")"
|
|
|
|
|
"llm(\"What is the meaning of life?\")"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "markdown",
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"source": [
|
|
|
|
|
"You can also use it as a chain:"
|
|
|
|
|
"Like all LLMs, we can then compose it with other components:"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"cell_type": "code",
|
|
|
|
|
"execution_count": 2,
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"from langchain.prompts import PromptTemplate\n",
|
|
|
|
|
"\n",
|
|
|
|
|
"prompt = PromptTemplate.from_template(\"What is the meaning of {thing}?\")"
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
@ -264,17 +275,17 @@
|
|
|
|
|
"metadata": {},
|
|
|
|
|
"outputs": [],
|
|
|
|
|
"source": [
|
|
|
|
|
"llm_oss_chain = LLMChain(prompt=prompt, llm=llm_oss(\"What is the meaning of life?\")\n",
|
|
|
|
|
")\n",
|
|
|
|
|
"llm_oss_chain.run(question)"
|
|
|
|
|
"llm_oss_chain = prompt | llm\n",
|
|
|
|
|
"\n",
|
|
|
|
|
"llm_oss_chain.invoke({\"thing\": \"life\"})"
|
|
|
|
|
]
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"metadata": {
|
|
|
|
|
"kernelspec": {
|
|
|
|
|
"display_name": "Python 3 (ipykernel)",
|
|
|
|
|
"display_name": "poetry-venv",
|
|
|
|
|
"language": "python",
|
|
|
|
|
"name": "python3"
|
|
|
|
|
"name": "poetry-venv"
|
|
|
|
|
},
|
|
|
|
|
"language_info": {
|
|
|
|
|
"codemirror_mode": {
|
|
|
|
@ -286,7 +297,7 @@
|
|
|
|
|
"name": "python",
|
|
|
|
|
"nbconvert_exporter": "python",
|
|
|
|
|
"pygments_lexer": "ipython3",
|
|
|
|
|
"version": "3.10.12"
|
|
|
|
|
"version": "3.9.1"
|
|
|
|
|
},
|
|
|
|
|
"vscode": {
|
|
|
|
|
"interpreter": {
|
|
|
|
|