Demo Video | Team 4i | Level super mind hackathon |
Вставка
- Опубліковано 5 лют 2025
- Link to the live website - team-4i-langch...
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Description
The project focuses on building a basic analytics module to analyze engagement data from mock social media accounts. The solution integrates LangFlow for workflow creation and DataStax Astra DB for database operations, enabling the simulation of a social media engagement platform. The module processes various types of social media posts (e.g., carousels, reels, static images) to calculate average engagement metrics and provide insights into post performance.
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Problem it Solves
The solution addresses the need for understanding social media engagement trends. By automating the analysis of post-performance data:
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Social media managers can make data-driven decisions to optimize content strategies.
Brands can better understand which post types resonate with their audience.
The time and effort required for manual analysis of engagement data is minimized.
Challenges
Data Simulation: Creating a realistic and representative dataset for engagement metrics that closely mimics actual social media data.
Workflow Design: Constructing an efficient LangFlow workflow to handle diverse post types and ensure seamless integration with DataStax Astra DB.
Database Management: Designing a schema in Astra DB that supports efficient querying and storage of engagement metrics.
Generating Actionable Insights: Utilizing GPT integration in LangFlow to produce relevant and actionable insights from the data.
Testing and Validation: Ensuring the module produces accurate results with simulated data and scales for real-world applications.
Presentation: Conveying the technical workflow and insights clearly through a demo video and repository documentation.
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Hello, Devansh Here, we are shortlisted, but I am not able to join the WhatsApp group because the group is full. what to do?
Did you get confirmation email? or Selection Email?
Team Yeti is coming for you, better be ready😁
Workflow kese bnana h, can anyone help?
Where did u get the OpenAI API keys ??
AI Embeddings ones??
same bro.. stuck on that part. Tried to use gemin but getting vector error of 1024. Do you got any error if used gemini in the place of open Ai
Hey.. I also registered but till now did not get any assignment.. already 48 hours after my registration over.. What to do now?
No worries...it will get u soon
Hey did u recive your assignment
@@DeepakKatiyar-e7o yes
Also done the task
I didn't receive
Hey, I tried to create an OpenAI key, but I'm getting an error 429. I checked Stack Overflow and found that we need to add a minimum of $5 credit to use the OpenAI API. Can you help me?
Yup it is not free
🫡