Afleveringen
-
Cursor, RepoAgent, Aider, and some more coding agents - overview and interesting architectural concepts
-
Technical review of the new Realtime API introduced on the dev day
-
Zijn er afleveringen die ontbreken?
-
How to migrate the llm provider in your AI app safely
-
If you need to build an llm-app that uses an open-source llm, this episode is for you. Intermediate level
-
end to end guide on how to get started and deploy to production your llm app
-
Build LLM-app with legal documents that have many references and domain verbiage
-
Getting started with LangGraph, the most popular multi agent framework
-
Utilize no-code tools for fast POCs
-
Review of why and how to build a multi-agent system. Assaf is Head of R&D @ Wix and GPT-researcher open source creator.
-
everything about adopting open source code and models for your llm app
-
build trust with users and stakeholders - transparency and explainability, reliability and consistency (how to fail safely), automation vs user control.
how to evaluate with uncertainty, prompt engineering, effective bug reports -
examples and practices of advanced agents, and use of LangGraph for effective tool usage by agents
-
how to solve latency issues with minimal compromise on quality and cost
-
The 12 most common challenges around building an effective RAG pipeline and the best practices for solutions
-
exploring the reranker component in the 2 stage retrieval system
-
how to define effective requirements for llm apps, and first steps after going to production
-
What are transformers, why it is so expensive to train a Transformer-based model and what is the architecture of the future LLMs
-
LCEL, LangGraph, LangSmith
-
Indexing knowledgebases with KG for RAG applications
-
ragas framework for evaluating unstructured retrievals and generations
- Laat meer zien