https://github.com/himanshuchopade97/socialmediaengagementanalysis
Analyze social media data effortlessly with DataStax AstraDB and LangFlow. This project integrates scalable cloud-based storage with AI-driven workflows using LangChain, OpenAI, and Google GenAI to uncover performance insights and trends. Ideal for analysts, marketers, and AI enthusiasts.
https://github.com/himanshuchopade97/socialmediaengagementanalysis
astradb cassandra datastax google-generative-ai langflow openai
Last synced: 9 months ago
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Analyze social media data effortlessly with DataStax AstraDB and LangFlow. This project integrates scalable cloud-based storage with AI-driven workflows using LangChain, OpenAI, and Google GenAI to uncover performance insights and trends. Ideal for analysts, marketers, and AI enthusiasts.
- Host: GitHub
- URL: https://github.com/himanshuchopade97/socialmediaengagementanalysis
- Owner: himanshuchopade97
- Created: 2025-01-03T13:14:56.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-01-10T11:13:36.000Z (10 months ago)
- Last Synced: 2025-02-24T01:14:07.701Z (9 months ago)
- Topics: astradb, cassandra, datastax, google-generative-ai, langflow, openai
- Language: Jupyter Notebook
- Homepage:
- Size: 22.5 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Social Media Performance Analysis with DataStax and LangFlow
This project is all about using cutting-edge tools to analyze social media performance. With **DataStax AstraDB**, we handle large amounts of data efficiently, and with **LangFlow**, we use powerful AI models to extract insights and automate tasks.
## What This Project Does
- **Data Storage**: AstraDB is our database for storing and retrieving social media data securely and at scale.
- **AI-Driven Insights**: We use LangChain, OpenAI, and Google Generative AI to analyze the data and provide meaningful insights.
- **Workflows**: LangFlow helps us create step-by-step workflows for using AI models seamlessly.
- **Secure Setup**: Your credentials and data are handled with care using environment variables or configuration files.
## Why Use This?
This project simplifies the process of working with social media data by combining the best of cloud databases and AI. Whether you’re a data scientist, a marketer, or just curious about social media trends, it has something for you!
## Youtube Link
https://youtu.be/7OxHoSHrp2I?si=B7VpYjs0k3Fl7HOI