---
title: PaLM 
 | Developer Documentation
---

In this short notebook, we show how to use the PaLM LLM from Google in LlamaIndex: <https://ai.google/discover/palm2/>.

We use the `text-bison-001` model by default.

### Setup

If you’re opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.

```
%pip install llama-index-llms-palm
```

```
!pip install llama-index
```

```
!pip install -q google-generativeai
```

```
[1m[[0m[34;49mnotice[0m[1;39;49m][0m[39;49m A new release of pip available: [0m[31;49m22.3.1[0m[39;49m -> [0m[32;49m23.1.2[0m
[1m[[0m[34;49mnotice[0m[1;39;49m][0m[39;49m To update, run: [0m[32;49mpip install --upgrade pip[0m
```

```
import pprint
import google.generativeai as palm
```

```
palm_api_key = ""
```

```
palm.configure(api_key=palm_api_key)
```

### Define Model

```
models = [
    m
    for m in palm.list_models()
    if "generateText" in m.supported_generation_methods
]
model = models[0].name
print(model)
```

```
models/text-bison-001
```

### Start using our `PaLM` LLM abstraction!

```
from llama_index.llms.palm import PaLM


model = PaLM(api_key=palm_api_key)
```

```
model.complete(prompt)
```

```
CompletionResponse(text='1 house has 3 cats * 4 mittens / cat = 12 mittens.\n3 houses have 12 mittens / house * 3 houses = 36 mittens.\n1 hat needs 4m of yarn. 36 hats need 4m / hat * 36 hats = 144m of yarn.\n1 mitten needs 7m of yarn. 36 mittens need 7m / mitten * 36 mittens = 252m of yarn.\nIn total 144m of yarn was needed for hats and 252m of yarn was needed for mittens, so 144m + 252m = 396m of yarn was needed.\n\nThe answer: 396', additional_kwargs={}, raw={'output': '1 house has 3 cats * 4 mittens / cat = 12 mittens.\n3 houses have 12 mittens / house * 3 houses = 36 mittens.\n1 hat needs 4m of yarn. 36 hats need 4m / hat * 36 hats = 144m of yarn.\n1 mitten needs 7m of yarn. 36 mittens need 7m / mitten * 36 mittens = 252m of yarn.\nIn total 144m of yarn was needed for hats and 252m of yarn was needed for mittens, so 144m + 252m = 396m of yarn was needed.\n\nThe answer: 396', 'safety_ratings': [{'category': <HarmCategory.HARM_CATEGORY_DEROGATORY: 1>, 'probability': <HarmProbability.NEGLIGIBLE: 1>}, {'category': <HarmCategory.HARM_CATEGORY_TOXICITY: 2>, 'probability': <HarmProbability.NEGLIGIBLE: 1>}, {'category': <HarmCategory.HARM_CATEGORY_VIOLENCE: 3>, 'probability': <HarmProbability.NEGLIGIBLE: 1>}, {'category': <HarmCategory.HARM_CATEGORY_SEXUAL: 4>, 'probability': <HarmProbability.NEGLIGIBLE: 1>}, {'category': <HarmCategory.HARM_CATEGORY_MEDICAL: 5>, 'probability': <HarmProbability.NEGLIGIBLE: 1>}, {'category': <HarmCategory.HARM_CATEGORY_DANGEROUS: 6>, 'probability': <HarmProbability.NEGLIGIBLE: 1>}]}, delta=None)
```
