github pathwaycom/pathway v0.29.0

7 hours ago

Added

  • Pathway Web Dashboard providing user-friendly interface for monitoring Pathway pipelines in real time with interactive graph plotting and latency/memory metrics.
  • pw.io.kafka.read now includes message headers in the parsed metadata. The headers are available at the top level of the metadata in the headers array. Each element of the array is a pair consisting of a string header name and a base64-encoded header value. If the header is null, the corresponding value is also null.
  • pw.xpacks.llm.llms.BedrockChat - Native AWS Bedrock chat integration using the Converse API. Supports Claude, Llama, Titan, Mistral, and other Bedrock models.
  • pw.xpacks.llm.embedders.BedrockEmbedder - Native AWS Bedrock embedding integration supporting Amazon Titan and Cohere embedding models.

Changed

  • Most Python dependencies are now imported only if the related capabilities are used by a program.
  • BREAKING: Output connectors no longer wrap string header values in double quotes when sending them to Kafka or NATS. The string values are forwarded as-is. The None value is handled differently: in Kafka, it is serialized as a header without a value, while in NATS it becomes the string "None".

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