OpenSource Question-Answering System. Ask questions in natural language and get back answers backed by private sources such as Slack, GitHub, Confluence, etc.
Founders
Hiring Pitch
Onyx is the open source GenAI platform connected to your company's docs, apps, and people. We ingest and sync from all sources of information (Google Drive, Slack, GitHub, Confluence, Salesforce, etc.) to provide a centralized place for users to ask about anything. Imagine your most knowledgeable co-workers, all-rolled into one, and available 24/7!
We believe that every modern team will be adopting knowledge enhanced GenAI within the next 5 years and it is our goal to bring this technology to all the teams of the world.
We raised a $10M seed coming out of YCombinator, backed by Khosla Ventures (early/seed backers of OpenAI, Doordash, GitLab, etc.) and First Round Capital (Notion, Square, Roblox, etc.). Our customers include some of the best teams in the world like Netflix, Ramp, Applied Intuition and dozens of others. We also have incredible open source users like Roku, Zendesk, L3Harris and more.
Tech Stack
Technical Challenges:
- Information retrieval at scale
- Access controls, scalability, high availability, data freshness, etc.
- Building the optimal UX for knowledge enhanced GenAI
- LLM based knowledge graphs, multi-hop queries, aggregation type query handling
- Semantic representation of the organization, subject matter experts, and major topics
- Learn from user feedback
- Personalized search
- [Future] Code search, NL-to-SQL, Excel/Sheets calculations
Tech Stack: Typescript/NextJS, Python, Postgres, Redis, Docker/Kubernetes
AI Stack: Transformers and deep learning, RAG, knowledge graphs, LLM based agent, search engine/vector database
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