Building A Russian Election Interference Knowledge Graph How we built a Knowledge Graph-based app for exploring Russian interference in the run-up to the 2024 US elections.
Exploring Russian Election Interference with a Knowledge Graph We built a visual exploration tool and AI assistant for analyzing Russian interference in the run-up to the 2024 US elections.
Beyond Chat Memory: Making AI Interactions More Personal Zep now connects user conversations and business data to help AI agents understand and serve users better.
Beyond Static Graphs: Engineering Evolving Relationships Knowledge Graphs aren't adept at modeling changes in facts. This article explores the challenges we faced building time-aware Knowledge Graphs and our approaches to solving them.
Announcing: Zep Community Edition Zep Community Edition, open-sourced today, is the first Zep product powered by a Knowledge Graph, allowing you to build more accurate and personalized Agents.
Scaling LLM Data Extraction: Challenges, Design decisions, and Solutions How we made building Knowledge Graphs faster and more dynamic
Graphiti: Temporal Knowledge Graphs for Agentic Apps Graphiti builds dynamic, temporally aware knowledge graphs that represent complex, evolving relationships between entities over time.
Announcing: Zep Fact Ratings Not all user Facts extracted by Zep are relevant to your application. Fact Ratings help Zep understand the relevance of a Fact to your use case.
Zep for Structured Outputs from Chat History (Video Walkthrough) An end-to-end walkthrough demonstrating how to quickly and accurately extract data from chat histories stored in Zep.
Launching Structured Outputs from Chat History Zep’s Structured Data Extraction is a high-accuracy tool for extracting data from chat histories. It's also 10x faster than gpt-4o.
Zep v0.17 - Summary Search and Enrichment, Scalability Improvements Zep now supports searching chat history summaries helping developers provide rich, succinct context to LLMs.
Announcing Zep Archive: Records Retention and Right To Be Forgotten Zep Simplifies LLM App Compliance with Data Privacy Regulations like GDPR and CCPA
HNSW Indexes and Custom Prompts! Zep v0.13.0, released today, now includes support for HNSW indexes and the ability to set custom prompts for summarization tasks. Hierarchical Navigable Small World (HNSW) indexes are faster and more accurate than IVFFLAT indexes previously used by Zep. Not only that, they are also simpler to maintain as
Announcing Zep's New Web Admin UI! 🔥🎉 View, edit, and delete Users, Sessions, and Collections. See complete message histories, data enrichments, and more.
ICYMI: Zep Vector DB, User Store, LlamaIndex support & more! Wow, despite the great August weather in California 🌴☀️, we shipped a ton of good stuff 🚀. Here's the run-down in case you missed it: * We shipped the Zep Vector Store. 🔎 Zep is now a single, batteries-included platform for grounding LLM apps with long-term memory. * We partnered with LangChain to
Introducing the Zep User Store Zep v0.11.0, released today, now includes a User Store. A User represents an individual interacting with your application. The User object and its associated Sessions provide a powerful way to manage and understand the behavior of individuals using your application. Users may have additional data associated with them,
Foundations of LLM App Building in TypeScript Learn how to build three foundational LLM apps using TypeScript, LangChain.js, and Zep.
Announcing Anthropic Claude Support! 🎉 Zep v0.10.0, released today, supports Anthropic's Claude family of LLMs for summarization and extraction tasks.
Zep ❤️ LlamaIndex: A Vector Store Walkthrough LlamaIndex is a simple but powerful framework for building LLM apps. It's also an excellent tool for populating and searching Zep's Vector Store. This walkthrough demonstrates using LlamaIndex's new ZepVectorStore to do just that.
Introducing the Zep Document Vector Store With the addition of a Document Vector Store, Zep is now a single, batteries-included platform for grounding LLM apps with long-term memory.
ICYMI: Zep X Langchain, Session Metadata, and more 🔥⚡️ July was a busy month at Zep! Just in case you missed anything, here's a roundup: Diagnosing and Fixing Slow Chatbots 🐢🐢🐢 (originally published on the Langchain blog) Is your LLM app slow? Poor chatbot response times can result in frustrated users and churn. Langchain’s new LangSmith service
Diagnosing and Fixing Slow Chatbots with LangSmith and Zep Poor chatbot response times can result in frustrated users and churn. Langchain’s new LangSmith service makes it easy to diagnose the cause of latency in an LLM app. In this article, we use LangSmith to analyze a very slow Langchain app and improve performance by an order of magnitude using Zep.
Session Metadata 👾, Custom OpenAI Endpoints 🔧, & Kubernetes Deployment 🔥 Zep now includes support for adding arbitrary metadata to Sessions and more deployment options
Improved Langchain Support! Langchain now includes improved support for Zep, with a new ZepMemory class, access to enriched messages, and more.
Goodbye Web Forms, Hello Chat Messages A Guide to Using OpenAI Functions and Langchain to Extract Structured Data from LLM App Conversations
