Engineering VP Josh Clemm on how we use knowledge graphs, MCP, and DSPy in Dash
Dropbox’s VP of Engineering explains how the company built Dropbox Dash, an AI-driven cross-app search and knowledge system that uses indexing, knowledge graphs, and contextual reasoning to unify work content from many tools into a single, context-aware platform. The piece highlights engineering decisions about when to use indexed retrieval over federated approaches, how MCP tool calls a...
https://dropbox.tech/machine-learning/vp-josh-clemm-knowledge-graphs-mcp-and-dspy-dash
Dropbox’s VP of Engineering explains how the company built Dropbox Dash, an AI-driven cross-app search and knowledge system that uses indexing, knowledge graphs, and contextual reasoning to unify work content from many tools into a single, context-aware platform. The piece highlights engineering decisions about when to use indexed retrieval over federated approaches, how MCP tool calls a...
https://dropbox.tech/machine-learning/vp-josh-clemm-knowledge-graphs-mcp-and-dspy-dash
dropbox.tech
Engineering VP Josh Clemm on how we use knowledge graphs, MCP, and DSPy in Dash
Engineering VP Josh Clemm deep-dives into how we think about knowledge graphs, indexes, MCP, and prompt optimization using tools like DSPy.
bzfs
bzfs is a reliable near real-time, parallel replication and backup command-line tool for ZFS.
https://github.com/whoschek/bzfs
bzfs is a reliable near real-time, parallel replication and backup command-line tool for ZFS.
https://github.com/whoschek/bzfs
GitHub
GitHub - whoschek/bzfs: bzfs is a reliable near real-time, parallel replication and backup command-line tool for ZFS. It replicates…
bzfs is a reliable near real-time, parallel replication and backup command-line tool for ZFS. It replicates snapshots from many local or remote source ZFS datasets (and their descendants) to local ...
Polymcp
Polymcp provides a simple and efficient way to interact with MCP servers using custom agents.
https://github.com/poly-mcp/Polymcp
Polymcp provides a simple and efficient way to interact with MCP servers using custom agents.
https://github.com/poly-mcp/Polymcp
GitHub
GitHub - poly-mcp/Polymcp: Polymcp provides a simple and efficient way to interact with MCP servers using custom agents
Polymcp provides a simple and efficient way to interact with MCP servers using custom agents - poly-mcp/Polymcp
Webrockets
High-performance rust powered websocket server for Python.
https://github.com/ploMP4/webrockets
High-performance rust powered websocket server for Python.
https://github.com/ploMP4/webrockets
GitHub
GitHub - ploMP4/webrockets: High-performance rust powered websocket server for python
High-performance rust powered websocket server for python - ploMP4/webrockets
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