Welcome, Cal Hacks Community! 🎉
Large Language Models (LLMs), like GPT-3, are powerful AI tools 🛠️ that generate responses based on text inputs. The more juicy context 📚 you feed into them, the better they perform. Whether you're refining your question or fine-tuning the LLM, remember: good data is the secret sauce! 🌟
Featureform is your ultimate helper at this hackathon. It's like a magical wand 🪄 that simplifies handling complex vector databases (crucial for working with LLMs). It lets you deploy, scale, and manage these databases easily, saving you time to focus on building your project. Plus, it reduces the nitty-gritty of the LLM data pipeline, manages and tracks your data changes. Best of all, it promotes team collaboration 🤝 and keeps your project data fresh, automatically processing and embedding new data. Now, you can concentrate on the fun part - hacking away! 💻🚀
Here are two example projects to get you started:
-
- Stack: Featureform, OpenAI, HuggingFace, Pinecone
-
Newscaster Article Search Engine:
- Stack: Pandas, Pinecone, Featureform
If you need help:
- Refer to our Docs 📝
- Post your queries in #spons-featureform 💬
- Directly contact the mentors in #spons-featureform 📩
Should you encounter any bugs or issues:
- Go to the "Issues" tab here
- Click on "New Issue".
- Provide a descriptive title and detailed explanation of the issue. If possible, provide the steps to reproduce the bug.
- Label your issue accordingly (e.g., "bug").
- Click on "Submit New Issue".
Contributions are highly appreciated!
- Fork this repo.
- Make your changes/improvements in your forked repo.
- Submit a Pull Request (PR) detailing the changes you made.
Join our community of AI enthusiasts, developers, and users on the Featureform platform. Ask questions, share your projects, collaborate, and stay up-to-date on product releases and events.
Join the Featureform Community
Best of luck and happy hacking! 🎉🚀