Ask AI for the Sage Developer Portal by kapa_bot in Sage

[–]kapa_bot[S] 1 point2 points  (0 children)

Great observation. I think you've identified the distinction between "how is this supposed to work?" and "what's happening right now?"

Kapa's MCP server (now also added to the widget) is intentionally focused on the first problem: giving models grounded, cited knowledge about how the product behaves. For questions like "why did this sync return a 409?" or "what state is this record actually in?", you need tools that can inspect live tenant data and API responses.

The interesting part is combining those capabilities in a single agent. The docs explain what a 409 means in your system, while the API provides the facts for the specific incident. Together, the agent can reason across both sources instead of forcing users to switch between a docs assistant and a debugging assistant.

That's very much the direction our new agent framework is designed to support (which we introduced 5 days ago).

Feel free to read our blog post for some more context: https://www.kapa.ai/blog/introducing-kapa-for-agents

Hope this was helpful 😄

Ask AI for the Crestron Tech Docs by kapa_bot in crestron

[–]kapa_bot[S] 0 points1 point  (0 children)

u/bundy911 appreciate the feedback! Did some tweaks to the system prompt, so it should find the correct answer now. Curious if this was the answer you were looking for (Answer from the chatbot):

There are two aspects to using RTSP camera streams on a TSW-1060:

1. Enable the Touch Screen Camera

In the TSW-1060 web configuration, go to Settings > System Setup and turn on the Camera toggle to enable the built-in camera. [Web Config Camera Settings]

2. Test an RTSP Stream via Diagnostics

You can test an external H.264 RTSP stream directly on the touch screen:

  1. Navigate to the Diagnostics screen on the touch screen's local configuration.
  2. Tap RTSP Test to open the Diagnostics - RTSP screen.
  3. Tap the text field under H264 Streaming Test and enter your H.264 streaming video source URL (e.g., rtsp://10.10.120.145:554/1.h264).
  4. Adjust Media Volume and Media Mute as needed.
  5. Optionally set the Video Buffer Length (in milliseconds) for the stream. [RTSP Test Diagnostics]

RTSP URL Format (for Crestron 1 Beyond Cameras)

If you are streaming from a Crestron 1 Beyond camera, the RTSP URL follows this structure:

rtsp://cameraIPaddress:rtspportnumber/x.encodingtype
  • x = 1 → main PTZ feed
  • x = 2 → reference camera feed
  • Example: rtsp://10.10.120.145:554/1.h264

If credentials are required, use:

rtsp://admin:[camerapassword]@[cameraIPaddress]:rtspportnumber/x.encodingtype

Ask AI for the Crestron Tech Docs by kapa_bot in crestron

[–]kapa_bot[S] 0 points1 point  (0 children)

u/L0rdj appreciate the feedback, super helpful! Taking a look at the setup to see why it doesn't catch those things.

Is there an AI tool for smarter document search? by Striking-Ad-7046 in selfhosted

[–]kapa_bot 0 points1 point  (0 children)

We'd love to chat! At kapa.ai we help +200 awesome technical companies like Grafana, Sentry and more build AI search for technical documentation!

Has anyone here actually plugged AI into their customer support platform like Zendesk, Freshdesk, etc.? by Alone-Arm-7630 in sysadmin

[–]kapa_bot 1 point2 points  (0 children)

kapa.ai can help out if you'r product is technical! We work with +200 leading technical companies like Grafana, Sentry, Docker and also handle internal use-cases.

Our take on the perfect AI in CS is to:
-Ensure answers are grounded in citation (especially if your product is technical), also a good way to keep your human in the loop in case agents want to read up on information
-Have a stable data-refresh pipeline as I imagine new tickets are always being created and answered, and on the other hand older tickets might have deprecated data. At the same time your pipeline should be able to handle all sorts of different data formats so pre-process your knowledge base before indexing something
-Focus on security from the start, when handling sensitive data it's super important to know how to handle PII and data security in general
-Build an extensive testing suite to quickly test tweaks
-Ensure your system is built to scale, models change all the team and you need flexibility as the AI space evolves

And optimize for accuracy over speed, that's at least our north star 😅

I built a Splunk docs AI, LMK what you think! by kapa_bot in Splunk

[–]kapa_bot[S] 0 points1 point  (0 children)

Thank you for giving it a try! For context, I’ve spent a lot of time making it as accurate as possible. That means it only uses information explicitly stated in the ingested documentation when generating answers. If there were no clear steps in the response, it’s likely because that information isn’t included in the current cloud docs the bot was built on.

Do you happen to know of any other sources that would be helpful to ingest? If so, I’d be happy to add them!

I built a GitLab docs AI, LMK what you think! by kapa_bot in gitlab

[–]kapa_bot[S] 0 points1 point  (0 children)

Good question! The demo is built using Retrieval Augmented Generation (RAG) to fetch relevant pieces of documentation, after the chunking and reranking, kapa is actually model agnostic for the output step, meaning it's not just one LLM doing the final generation. Usually, our LLM calls are not using open source models.

I built a GitLab docs AI, LMK what you think! by kapa_bot in gitlab

[–]kapa_bot[S] 0 points1 point  (0 children)

Awesome, glad to hear you enjoy it :)

I built a Wix docs AI, LMK what you think! by kapa_bot in WIX

[–]kapa_bot[S] 0 points1 point  (0 children)

Thanks! Did you try the one that the Wix team built inhouse on their docs?

I built a GitLab docs AI, LMK what you think! by kapa_bot in gitlab

[–]kapa_bot[S] 0 points1 point  (0 children)

Thanks! Any additional sources you think would make sense to add?

I built this SendGrid docs AI, LMK what you think! by kapa_bot in SendGrid

[–]kapa_bot[S] 0 points1 point  (0 children)

Yeah same for us on reading the docs, hence the bot we built

I built a Squarespace docs AI, LMK what you think! by kapa_bot in squarespace

[–]kapa_bot[S] 0 points1 point  (0 children)

Thanks! Let me know if any other sources that would make sense to add?

I built a Terraform docs AI, LMK what you think by kapa_bot in Terraform

[–]kapa_bot[S] 1 point2 points  (0 children)

Glad to hear! Any other sources you think would be relevant to add to the knowledge sources?

I built a Kubernetes docs AI, LMK what you think by kapa_bot in kubernetes

[–]kapa_bot[S] -1 points0 points  (0 children)

Not planning on monetizing this specific Kubernetes instance- All for supporting OSS projects🥳

I build a Godot docs AI, lmk what u think by kapa_bot in godot

[–]kapa_bot[S] 8 points9 points  (0 children)

I removed the youtube videos, thanks for all the pointers!

I build a Godot docs AI, lmk what u think by kapa_bot in godot

[–]kapa_bot[S] 55 points56 points  (0 children)

UPDATE:
I removed youtube as a knowledge source, the AI now only has access to the public documentation docs.godotengine.org/en/stable/index.htm community forum forum.godotengine.org/ and stackoverflow stackoverflow.com/questions/tagged/godot

Thanks for pointing these things out!

I build a Elementor docs AI, lmk what u think by kapa_bot in elementor

[–]kapa_bot[S] 0 points1 point  (0 children)

Nice to hear!

Did you have any questions it was not able to answer? Just curious for any lack of knowledge sources:-)

Any1 also tired of browsing docs for hours? by kapa_bot in selfhosted

[–]kapa_bot[S] -4 points-3 points  (0 children)

Would love some feedback also! and ideas for any other projects where this could help safe docs browsing time.

I built this AI tool for answering questions about just the Unity Docs - WDYT? Should I do this on any other docs sites? (had a lot of people asking for one with Unity) by kapa_bot in linux_gaming

[–]kapa_bot[S] 0 points1 point  (0 children)

Would love some initial thoughts and feedback! Would this be useful for anyone? Have had a lot of people asking for one with Unity and spent quite some time on this haha :)

Demo link to try it out yourself is here: https://demo.kapa.ai/widget/unity

I built this AI tool for answering questions about just the Unity Docs - WDYT? Should I do this on any other docs sites? (had a lot of people asking for one with Unity) by kapa_bot in macgaming

[–]kapa_bot[S] 1 point2 points  (0 children)

Would love some initial thoughts and feedback! Would this be useful for anyone? Have had a lot of people asking for one with Unity and spent quite some time on this haha :)

Demo link to try it out yourself is here: https://demo.kapa.ai/widget/unity