While LLM application development has skyrocketed, it still remains very difficult to get these cool apps into production. Specific challenges include scaling up the use of LLMs and resources like vector databases and agents, while managing costs and guarding against failure modes such as hallucinations, irrelevance, overconfidence, toxicity, bias, and more.
Join Tim Tully, partner at Menlo Ventures and former CTO at Spunk, as he leads a panel discussion on Moving LLM Applications from Development to Production. In this webinar, you will learn:
- Key challenges: moving LLM apps from development to production
- Lessons learned: building and deploying applications powered with LLMs, such as OpenAI’s GPT series, and vector databases, such as Pinecone
- Best practices: evaluation, debugging, and observability to achieve quality goals for LLM apps
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