Use Google AI Studio (Gemini) with Langchain Python

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Google AI Studio (Gemini) is a cloud-based platform that provides a collaborative environment for building, training, and deploying machine learning models. It offers a range of tools and services to help data scientists and machine learning engineers develop and deploy their models efficiently.

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🔗 Connect and Use Google AI Studio (Gemini)

1. 🔑 Connect your Google AI Studio

2. ✅ Select an action

3. 🚀 Go live with the agent

What do you want to do?

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API actions for Google AI Studio (Gemini) for AI assitants/agents

Language

PYTHON

Framework

Generate Text

Use Gemini to generate text based on a given prompt

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_TEXT])

Analyze Image

Use Gemini's vision capabilities to analyze and describe an image

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ANALYZE_IMAGE])

Code Completion

Use Gemini to complete code snippets or suggest code improvements

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CODE_COMPLETION])

Summarize Text

Use Gemini to create a concise summary of a longer text

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SUMMARIZE_TEXT])

Translate Text

Use Gemini to translate text from one language to another

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.TRANSLATE_TEXT])

Answer Question

Use Gemini to answer questions based on provided context

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ANSWER_QUESTION])

Generate Image Caption

Use Gemini to create a descriptive caption for an image

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_IMAGE_CAPTION])

Sentiment Analysis

Use Gemini to analyze the sentiment of a given text

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SENTIMENT_ANALYSIS])

Generate Code

Use Gemini to generate code based on natural language instructions

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_CODE])

Explain Code

Use Gemini to provide explanations for given code snippets

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.EXPLAIN_CODE])

Generate SQL Query

Use Gemini to create SQL queries based on natural language descriptions

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_SQL_QUERY])

Text Classification

Use Gemini to classify text into predefined categories

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.TEXT_CLASSIFICATION])

Generate Story

Use Gemini to create short stories based on given prompts or themes

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_STORY])

Paraphrase Text

Use Gemini to rephrase given text while maintaining its meaning

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PARAPHRASE_TEXT])

Extract Keywords

Use Gemini to identify and extract key terms from a given text

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.EXTRACT_KEYWORDS])

Generate Social Media Post

Use Gemini to create engaging social media content based on given topics

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_SOCIAL_MEDIA_POST])

Analyze Code For Bugs

Use Gemini to review code and identify potential bugs or issues

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ANALYZE_CODE_FOR_BUGS])

Generate Product Description

Use Gemini to create compelling product descriptions based on features

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_PRODUCT_DESCRIPTION])

Fact Checking

Use Gemini to verify factual claims in a given text

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.FACT_CHECKING])

Generate Email Response

Use Gemini to craft appropriate email responses based on context

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_EMAIL_RESPONSE])

New Model Version

Trigger when a new version of Gemini model is released

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.NEW_MODEL_VERSION])

API Usage Threshold

Trigger when API usage reaches a specified threshold

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.API_USAGE_THRESHOLD])

Error Rate Alert

Trigger when the error rate in API responses exceeds a set limit

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ERROR_RATE_ALERT])

Scheduled Data Update

Trigger to update Gemini's knowledge base on a scheduled basis

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SCHEDULED_DATA_UPDATE])

Content Moderation Flag

Trigger when Gemini flags content for moderation

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CONTENT_MODERATION_FLAG])

Performance Degradation Alert

Trigger when Gemini's performance metrics fall below a threshold

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PERFORMANCE_DEGRADATION_ALERT])

New Feature Announcement

Trigger when new features are added to Gemini API

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.NEW_FEATURE_ANNOUNCEMENT])

Quota Limit Approaching

Trigger when API usage is nearing the quota limit

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.QUOTA_LIMIT_APPROACHING])

Maintenance Schedule

Trigger to notify users of scheduled maintenance for Gemini

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.MAINTENANCE_SCHEDULE])

API Status Change

Trigger when the operational status of Gemini API changes

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.API_STATUS_CHANGE])

Frequently asked questions

What is Composio.dev?

Composio.dev is a cutting-edge framework for building AI applications, designed to make the process of developing AI solutions super easy and fun! It's a collection of powerful tools and libraries that simplify the process of creating AI applications, allowing you to focus on the creative aspects of your project without getting bogged down by the technical details.

How does Composio.dev support Google AI Studio (Gemini)?

Composio.dev seamlessly integrates with Google AI Studio (Gemini), making it a breeze to leverage its capabilities within the Composio.dev platform. You can use Google AI Studio (Gemini) to call functions on various platforms like Google, GitHub, and others, allowing you to incorporate different services into your AI applications with ease. It also supports user login via OAuth2 and can work with other popular frameworks such as LangChain and CrewAI, giving you the flexibility to build truly innovative AI solutions.

What models can I use with Google AI Studio (Gemini) and langchain_python?

When using Google AI Studio (Gemini) and langchain_python, you have access to a wide range of state-of-the-art language models, including GPT-4o (OpenAI), GPT-3.5 (OpenAI), GPT-4 (OpenAI), Claude (Anthropic), PaLM (Google), LLaMA and LLaMA 2 (Meta), Gemini, and many others. This flexibility allows you to choose the model that best suits your specific use case, whether you're building a chatbot, a content creation tool, or any other AI-powered application. You can experiment with different models and find the one that delivers the best performance for your project.

How can I integrate Google AI Studio (Gemini) with langchain_python?

Integrating Google AI Studio (Gemini) with langchain_python is super easy with Composio.dev! You can use the Composio.dev API to call functions from both Google AI Studio (Gemini) and langchain_python, allowing you to tap into their capabilities with just a few lines of code. The SDK is available in Python, JavaScript, and TypeScript, so you can work with the language you're most comfortable with and integrate these powerful tools into your projects seamlessly.

What is the pricing for Google AI Studio (Gemini) and langchain_python?

Both Google AI Studio (Gemini) and langchain_python are completely free to use, with a generous free tier that allows up to 1000 requests per month. This makes them accessible for developers and organizations of all sizes, whether you're a student working on a personal project or a startup building the next big thing. You can get started with these powerful tools without worrying about breaking the bank.

What kind of authentication is supported for Google AI Studio (Gemini) and langchain_python?

Google AI Studio (Gemini) and langchain_python support OAuth2 authentication, ensuring secure and authorized access to their functionalities. You can use the Composio.dev API to handle authentication and call functions from both Google AI Studio (Gemini) and langchain_python seamlessly. The SDK is available in Python, JavaScript, and TypeScript for your convenience, making it easy to integrate authentication into your projects and keep your users' data safe and secure.

Can I add Google AI Studio (Gemini) to my project?

Absolutely! You can easily incorporate Google AI Studio (Gemini) into your project by utilizing the Composio.dev API. This API allows you to call functions from both Google AI Studio (Gemini) and langchain_python, enabling you to leverage their capabilities within your application. The SDK is available in Python, JavaScript, and TypeScript to facilitate integration, so you can work with the language you're most comfortable with and add these powerful tools to your project with ease.

What is the accuracy of Google AI Studio (Gemini) and langchain_python?

Google AI Studio (Gemini) and langchain_python are designed to provide highly accurate and reliable results, ensuring that your AI applications perform at their best. The integration with Composio.dev ensures precise function calls, enabling you to build robust and powerful AI applications with confidence. The comprehensive framework and the ability to leverage state-of-the-art models ensure reliable and accurate outcomes for your AI development needs, whether you're working on a chatbot, a content creation tool, or any other AI-powered project.

What are some common use cases for Google AI Studio (Gemini) and langchain_python?

Google AI Studio (Gemini) and langchain_python can be used for a wide range of AI applications, making them versatile tools for developers and creators alike. Some common use cases include natural language processing, text generation, question answering, sentiment analysis, and more. They're particularly useful for building chatbots, virtual assistants, content creation tools, and other AI-powered applications that can help you automate tasks, engage with users, and create compelling content. Whether you're working on a personal project or building a product for your startup, these tools can help you bring your ideas to life.

How does Google AI Studio (Gemini) handle data privacy and security?

Data privacy and security are crucial considerations when working with AI systems, and Google AI Studio (Gemini) takes these issues seriously. It follows industry best practices and adheres to strict data protection regulations, ensuring that your data is kept safe and secure. Google AI Studio (Gemini) provides robust security measures, such as encryption and access controls, to ensure the confidentiality and integrity of your data. You can rest assured that your sensitive information is protected when using Google AI Studio (Gemini) for your AI development needs.

Can I customize Google AI Studio (Gemini) and langchain_python for my specific needs?

Absolutely! Google AI Studio (Gemini) and langchain_python are highly customizable and extensible, allowing you to tailor their functionality, models, and configurations to meet your specific requirements. Whether you're building a chatbot, a content creation tool, or any other AI-powered application, you can customize these tools to fit your unique needs. Additionally, Composio.dev provides a flexible platform for integrating and orchestrating various AI tools and services, enabling you to create custom AI solutions that are tailored to your project.

What kind of support and documentation is available for Google AI Studio (Gemini) and langchain_python?

Google AI Studio (Gemini) and langchain_python have comprehensive documentation and a supportive community, making it easy for you to get started and find answers to your questions. Composio.dev also provides extensive resources, including tutorials, guides, and a dedicated support team to assist you throughout your AI development journey. Whether you're a beginner or an experienced developer, you'll have access to the resources you need to make the most of these powerful tools.