2024 is the year agents started to work It's still not easy, and they're vertical, specific, controllable agents… but Replit, Uber, LinkedIn, Elastic, Appfolio (and many more) have already shared their stories of building agents with LangGraph https://
blog.langchain.dev/top-5-langgrap
h-agents-in-production-2024/
…
@hwchase17
-
Agents in Production: 2024 Breakthrough Year for LangGraph
By
–
-
TypedDict and Data Classes for LangGraph State Management
By
–
We mainly try to use TypedDict to structure LangGraph state/LLM responses, data classes are nice for post init work
-
Elastic AI Assistant Evolution: From RAG to Agentic Capabilities
By
–
Has been cool to see Elastic AI Assistant evolve from RAG to be more agentic over the past year I particularly like their work on "ES|QL query generation" – using LLMs to generate a particular DSL is a pretty good use case imo
-
LinkedIn Deploys Production Text-to-SQL Bot Company-Wide
By
–
text-to-sql is a really common use case read here how LinkedIn rolled out a production text-to-sql bot to everyone at the company the blog linked below is pretty technical, so can definitely learn some things!
-
AppFolio Shares Agent Architecture Learning and Insights
By
–
appfolio was kind enough to share a lot of learning from building this agent btw see the diagram of their architecture below link to blog in tweet below
-
LangChain Releases Chat-LangChain Open Source Project
By
–
Yes! https://
github.com/langchain-ai/c
hat-langchain
… -
Uber Leverages LangGraph to Enhance Developer Productivity
By
–
How Uber uses LangGraph to improve developer productivity Great talk from Adam and Ty at the DPE Summit on how Uber has approached transforming Uber's developer productivity with AI Excited to see LangGraph featured as a key component https://
dpe.org/sessions/ty-sm
ith-adam-huda/this-year-in-ubers-ai-driven-developer-productivity-revolution/
… -
OpenAI loses market share to Ollama, Anthropic, and Groq
By
–
Lots of interesting info in here👀
— Harrison Chase (@hwchase17) 19 décembre 2024
For example: we see OpenAI's model share dropping, with Ollama, Anthropic, and Groq all big winners here! https://t.co/CN3Ce04zMm pic.twitter.com/zkhdhTMHsgLots of interesting info in here For example: we see OpenAI's model share dropping, with Ollama, Anthropic, and Groq all big winners here!
-
Scaling Character AI: Insights from Groeneyy Interview
By
–
I had the priveledge of chatting with @groeneyy about how they scaled Character AI Lots of learnings in this ~30 min chat… along with some anecdotes (like how "Grilled Chessus" almost took down Character's servers) Watch it here on YouTube! https://
youtube.com/watch?v=mNil_h
tP-bk
… -
Canvas Style UX Tool for Documentation Writing
By
–
The canvas style ux is fantastic for writing docs See this video for a guide on how to run it locally