Product updates
Releases, features and announcements.
The Batch API: Load Large Datasets into Agent Memory
Zep's Batch API loads large datasets into agent memory faster, in batches up to 50,000 items, with a progress dashboard and no impact on real-time ingestion.
Evaluation and Control: Evaluation Framework, zepctl CLI, and Dashboard Overhaul
An evaluation framework for testing Zep against your data, a redesigned dashboard with analytics, and zepctl — a CLI for administering Zep projects.
Build Better Context Graphs: Custom Instructions, Search Filters, and Webhooks
Custom extraction instructions, property-level search filters, exclusion filters, and webhooks — more control over how you build and query context graphs.
Agents That Always Remember What Matters
Zep now offers steerable user summaries. This post explores why these are useful and how best to implement them.
How We Scaled Zep 30x in 2 Weeks (and Made It Faster)
Our infrastructure broke under 30x growth. Six weeks later, we made Zep faster than before: 10x better latency, 92% faster processing.
Zep v3: Context Engineering Takes Center Stage
Context engineering > prompt engineering: Zep v3 assembles memory & business data for agents that work.
Graphiti Adds FalkorDB Support as Project Approaches 14,000 Stars
FalkorDB contributes integration to Graphiti. Project approaching 14K stars & 25K weekly PyPI downloads.
Zep Q2 Feature Round-up
Zep Q2: Custom entities/edges, episode search, web debug/API logs, and more flexible, observable knowledge graphs for your AI apps.
Introducing Entity Types: Smarter, Structured Memory for Agents
Zep's new Entity Types let developers precisely structure and recall domain-specific information for more accurate, personalized agents.
Announcing a New Direction for Zep's Open Source Strategy
Ending support for Zep Community Edition to fully focus our open-source efforts on Graphiti
Introducing Metered Billing and BYOC Deployments
Flexible, Scalable Pricing for High-Growth Companies and Enhanced Data Privacy for Enterprises
Zep Q1 Product Round-up
Graph Explorer, an upgraded Playground, and a practical Cookbook—giving developers more control, better graph quality, and improved usability.
Zep Feature Retirements: May 2025
Several features will be retired after May 31, 2025. Read this post for important information on migrating to alternatives.
🎉 Big News! Graphiti is Launching on Product Hunt
Graphiti to launch on Product Hunt this Wednesday, February 19th!
December 2024 Round-up
Explore User and Group Graphs, Fact Ratings, and SOC 2 Type 2 Certification!
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.
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 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.
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.
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.
Announcing Anthropic Claude Support! 🎉
Zep v0.10.0, released today, supports Anthropic's Claude family of LLMs for summarization and extraction tasks.
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.
Introducing Intents
Zep's Intent Extractor identifies the intent of a message, persisting this to message metadata. 💡 With intent data, developers can build richer, more personalized agent interactions. 🔥
Introducing Open Source Embeddings! 🔥
Zep now has support for open source embedding models. Search your LLM App's chat history faster and more cheaply.
Introducing Zep Hybrid Search and Custom Metadata
Zep now supports both vector search over message text and filtering on message metadata, including system metadata such as Named Entities and creation dates.
Announcing Zep's Entity Extractor!
Today we're launching Zep's EntityExtractor, a Named Entity Recognition tool built using state-of-the-art NLP toolkit, spaCy.
Introducing Zep: Long-term Memory Storage and Enrichment for AI Apps
Zep allows developers to focus on developing their AI apps, rather than building memory persistence, search, and enrichment infrastructure.
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