Daniel Chalef comments

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                                            Daniel Chalef

[BUG] Summarizer should skip summarization if new message is empty

@ksrath Which LLM API provider and model are you using? Hoping to replicate the issue here.

[BUG] Summarizer should skip summarization if new message is empty

Hey @ksrath , sorry I missed your message. You can search over historical summaries for a session: https://docs.getzep.com/sdk/chat_history/search/ I'm unsure why the LLM is responding as such. Are you able...

AttributeError: 'SparseDtype' object has no attribute 'itemsize' (Support for Pandas SparseArray columns)

@martindurant I'd love to say "yes", but time and skill may limit how useful I'd be. Do you have a design approach in mind?

Implement JSON Schema Draft 7 Support

+1. The CMS "Transparency in Coverage" healthcare pricing data uses a _draft-07_ schema.

Update, delete and insert messages on Langchain SDK

We don't currently support update or deletion of messages as this requires recalculating artifacts such as summaries and embeddings. We're considering how to do this, but haven't yet settled on...

Add Support for Custom Headers in LLM Requests

Hey @k1ng , cool idea. Would you be open to contributing this functionality to the project? If so, I suggest the following approach: ## Config 1. Add the custom header...

Using Zep as Document Storage?

Not planned.

Support for Amazon Bedrock

Amazon Bedrock and other inference providers are now supported via a proxy such as LiteLLM.

[BUG] Summarizer should skip summarization if new message is empty

Closing as summaries have been deprecated in favor of Facts and Zep's Knowledge Graph.

[FEAT] Sessions search and filter

Thanks for reporting @iklochko . Are you hoping to search across all sessions for a user or across all sessions stored by Zep?