ComponentsBundles
Components provided by the Google integration.
BigQuery
Execute SQL queries on Google BigQuery.
| Input | Type | Required |
|---|---|---|
| Upload Service Account JSON | file | Yes |
| SQL Query | str | Yes |
Advanced options: Clean Query
| Output | Type |
|---|---|
| Query Results | Table |
Gmail Loader
Loads emails from Gmail using provided credentials.
| Input | Type | Required |
|---|---|---|
| JSON String of the Service Account Token | str | Yes |
| Label IDs | str | Yes |
| Max Results | str | Yes |
| Output | Type |
|---|---|
| JSON | JSON |
Google Drive Loader
Loads documents from Google Drive using provided credentials.
| Input | Type | Required |
|---|---|---|
| Document ID | str | Yes |
| JSON String of the Service Account Token | str | Yes |
| Output | Type |
|---|---|
| Loaded Documents | JSON |
Google Drive Search
Searches Google Drive files using provided credentials and query parameters.
| Input | Type | Required |
|---|---|---|
| Query Item | str | Yes |
| Query String | str | No |
| Search Term | str | Yes |
| Token String | str | Yes |
| Valid Operator | str | Yes |
| Output | Type |
|---|---|
| Document URLs | Text |
| Document IDs | Text |
| Document Titles | Text |
| JSON | JSON |
Google Generative AI
Generate text using Google Generative AI.
| Input | Type | Required |
|---|---|---|
| Google API Key | str | Yes |
| Input | str | No |
| Max Output Tokens | int | No |
| Model | str | No |
| System Message | str | No |
| Temperature | slider | No |
| Tool Model Enabled | bool | No |
Advanced options: N, Stream, Top K, Top P
| Output | Type |
|---|---|
| Model Response | Message |
| Language Model | LanguageModel |
Google Generative AI Embeddings
Connect to Google's generative AI embeddings service using the GoogleGenerativeAIEmbeddings class, found in the langchain-google-genai package.
| Input | Type | Required |
|---|---|---|
| Google Generative AI API Key | str | Yes |
| Model Name | str | No |
| Output | Type |
|---|---|
| Embeddings | Embeddings |
Google OAuth Token
Generates a JSON string with your Google OAuth token.
| Input | Type | Required |
|---|---|---|
| Credentials File | file | Yes |
| Scopes | str | Yes |
| Output | Type |
|---|---|
| Output | JSON |
Google Search API
Call Google Search API and return results as a DataFrame.
| Input | Type | Required |
|---|---|---|
| Google API Key | str | Yes |
| Google CSE ID | str | Yes |
| Input | str | No |
| Number of results | int | Yes |
| Output | Type |
|---|---|
| Results | Table |
Google Serper API
Call the Serper.dev Google Search API.
| Input | Type | Required |
|---|---|---|
| Input | str | No |
| Number of results | int | Yes |
| Serper API Key | str | Yes |
| Output | Type |
|---|---|
| Results | Table |