Airweave is an open-source dev tool that lets agents search any app. It connects to apps, databases, or document stores and turns their contents into searchable knowledge bases for agents.
This looks awesome! On the demo it looks like it is faster vs Claude - do you have an estimate on that? Also, what when there are multiple endpoints to look through?
@antoine_bouchardy endlessly chained MCP often end up in hallucination, which gives you nothing, so I guess infinitely faster (lol). Airweave aggregates all the knowledge into one endpoint that the search logic behind then manages
Really cool approach. For teams with a lot of sensitive or regulated data, what’s your advice for balancing searchability with security and access controls? Any best practices you’ve seen work well?
@paul_sangle_ferriere1 in general our users just specify the parts that are not security-constrained. This mostly works out just fine because they don't want agents working on tricky parts anyway :)
It's so good, even works better than the SOTA providers' direct integrations.
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Airweave is an impressive open-source dev tool that empowers agents to search across any app. By connecting to apps, databases, or document stores, it transforms their contents into searchable knowledge bases, streamlining information access and enhancing productivity for agents.
The struggle to get agents to accurately retrieve information is real. The frustration of agents struggling with vague natural language requests and inefficiently chaining function calls is such a real pain point.
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Congrats on the launch! Could also be interesting to explore integrations with domain-specific platforms (or some way for users to easily build connectors to them) like healthcare EHRs.
Replies
Probo
This looks awesome! On the demo it looks like it is faster vs Claude - do you have an estimate on that? Also, what when there are multiple endpoints to look through?
Airweave
@antoine_bouchardy endlessly chained MCP often end up in hallucination, which gives you nothing, so I guess infinitely faster (lol). Airweave aggregates all the knowledge into one endpoint that the search logic behind then manages
cubic
Really cool approach. For teams with a lot of sensitive or regulated data, what’s your advice for balancing searchability with security and access controls? Any best practices you’ve seen work well?
Airweave
@paul_sangle_ferriere1 in general our users just specify the parts that are not security-constrained. This mostly works out just fine because they don't want agents working on tricky parts anyway :)
Slashy
We use airweave, and its great!
Airweave
great to be working together man @dhruv_roongta !
I love the fact that you built this out of your own needs.
that's super useful
Morphik
It's so good, even works better than the SOTA providers' direct integrations.
Airweave is an impressive open-source dev tool that empowers agents to search across any app. By connecting to apps, databases, or document stores, it transforms their contents into searchable knowledge bases, streamlining information access and enhancing productivity for agents.
MarketAlerts.ai
Yes that will definitely be needed. Congrats on the launch and will be tracking progress, all the best!
Jazzberry
The struggle to get agents to accurately retrieve information is real. The frustration of agents struggling with vague natural language requests and inefficiently chaining function calls is such a real pain point.
Congrats on the launch! Could also be interesting to explore integrations with domain-specific platforms (or some way for users to easily build connectors to them) like healthcare EHRs.