revised README

[danielchalef]

Important

Update README.md to reflect Zep's rebranding, new features, and differences between Community Edition and Open Source.

• Rebranding:
  • Updated title to "Zep: The Memory Foundation For Your AI Stack".
  • Updated subtitle to "Build AI agents that continually learn. Power personalized experiences."
• Documentation Links:
  • Updated links to Quick Start, Documentation, and Zep Cloud Docs.
• Product Description:
  • Describes Zep's use of a temporal Knowledge Graph for memory management.
  • Lists supported features like chat history, JSON ingestion, and group-level graphs.
• API and SDKs:
  • Provides examples for Python, TypeScript, and Go SDKs.
  • Describes high-level and lower-level API capabilities.
• Zep Community Edition vs Zep Open Source:
  • Highlights differences, including deprecated web UI and expanded SDK support.
  • Notes lack of migration path from Zep OSS to Zep CE.
• Contributing:
  • Encourages contributions and refers to the CONTRIBUTING.md file.

^{This description was created by for b8364bb. It will automatically update as commits are pushed.}

[ellipsis-dev]

👍 Looks good to me! Reviewed everything up to b8364bb in 12 seconds

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1. README.md:67

• Draft comment:
  Typo: 'buiilding' should be 'building'.

Knowledge Graphs allow us to model an agent's complex world and offer a superior approach to retrieval than semantic search alone, which is commonly used in RAG. Most approaches to building Knowledge Graphs don't reason well with state changes. Facts inevitably change over time as users provide new information or business data changes.

• Reason this comment was not posted:
  Confidence changes required: 50%
  The README has a typo in line 67 where 'buiilding' should be 'building'.

Workflow ID: wflow_zCElXSF4kREfweT5

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