Cohere Coral Hackathon

Join for the opening to be on top with Hackathon rules, Challenge and the Prizes.

Hackathon Opening

Sandra Kublik will join the stream introduce you to Cohere and announce special hackathon mini challenge with Coral!


Cohere Introduction and Special Hackathon Coral Challenge

Join the session with Sebastian Hofstatter

Cohere Introduction. RAG with Cohere

General Q&A (Discord)

General Tech Q&A (Discord)

The workshop with Billy Trend and Harrison Chase

Cohere x Langchain Workshop

Join the office hour on Twitch chat with Cohere team taking the opportunity to consult and improve your project!

Cohere Office Hour

Zain Hasan with be your guide in the world on vector databases and Cohere LLMs. Learn on practice!

How you can search your data using Weaviate with Cohere Models

Hackathon Deadline 

Live Stream: Winners Pitches and Announcement

just some dudes trying to have a good time

New Grads

bertluo

Merlimar

jackokeefe11

It's no secret that when working with a new library, SDK, or API, software developers often waste hours and hours hopelessly poring over a sea of scattered documentation pages to find the one syntax example or function parameter datatype they needed.
With the arrival of AI tools such as ChatGPT, sometimes developers can get lucky and get the exact code they need simply by asking the LLM. However, traditional LLM’s knowledge pools are limited to their training data, so when they are asked about perhaps newer tech, they may be rendered useless, or even worse, hallucinate and spew nonsense, wasting even more of a developer’s time. 


Pylibrarian is a special chatbot that solves all of these headaches by granting LLM access to complete documentation for Python’s most popular libraries using RAG architecture. Pylibrarian was built by processing, embedding (using cohere.embed), and storing documentation pages into Weaviate’s vector database. Upon a user query, we can semantically search for the most relevant pages of documentation to that query. Using Cohere’s chat endpoint’s document mode, the chatbot synthesizes a response citing the documents, leading to far more consistent, grounded responses.


PyLibrarian is a chatbot that helps programmers code and answer questions about Python libraries AND cites its sources using official software documentation, enabling exponential gains in developer productivity.

"New Grads team on Cohere Coral Hackathon Hackathon"

Team Idea

Submission