Pinecone

Vector Database Service

Cloud-native vector database platform for building scalable AI applications with semantic search and recommendation capabilities

https://www.pinecone.io/

Programming Prevent Duplicate Summaries in LangChain Chatbots Across Steps

Fix duplicate summaries in LangChain chatbots during multi-step processes like business idea discussions. Use ConversationSummaryBufferMemory, redesign langchain prompts, and LangGraph agents for unique, evolving Persian outputs with full chat history.

#agents
#langchain
#langgraph
#memory
#prompts
#python

2 answers• 1 view

02/27/2026, 05:28 PM