This is usually a challenge that any developer has to take care of when building an AI agent. In fact, managing the context is one of the hardest problems when working with AI agents and there are many companies like SuperMemory, Mem0 which have invested both resources and time to solve this problem. - Source: dev.to / about 2 months ago

Memory. I use Supermemory for this. Before, Pipa loaded context files and knew to update them. A memory tool adds teammate-like recall: goals, preferences, latest business state, and small details that should carry across runs. Good memory tools also know how to supersede and delete memories, which matters once the agent has more autonomy. - Source: dev.to / 3 months ago

We wire everything up with Vision Agents as the voice agent framework, Stream for WebRTC audio and video, OpenAI Realtime for speech in and speech out, Anam so the agent shows up as a face on the video, and Supermemory so answers come from search over your uploaded documents instead of guesswork. The code stays small and most of the behavior lives in one registered function that asks the memory store for relevant... - Source: dev.to / 4 months ago

My friends and I are working on https://supermemory.ai, an AI second brain to help you remember content from saved webpages and notes. - Source: Hacker News / about 2 years ago

That's certainly true to an extent. Other commenters have already highlighted necessary complexities. There is absolutely a lot of very entrenched "ways-of-working" that add unnecessary complexity, as with every domain. Not everything is a technical problem though and the social / process side of this sort of setup is what can make it work at all. The approach that you're hinting mostly describes the general... - Source: Hacker News / 7 months ago

Alternatively, if your Internet connection can handle it, you could upload your videos to a cloud service that processes them for you. For example, Amazon's AWS has a transcoding service called Elastic, which charges 3 cents per minute of video (half of that if it's lower than 720p). Might be worth the reduced time and effort for business use. Source: over 3 years ago

If you're looking for an AWS specific solution, check out Amazon Elastic Transcoder. I think it'll do what you want with a pipeline and you can do it serverless. Source: almost 4 years ago

If you use https://aws.amazon.com/elastictranscoder/ then you don’t need a computer, it’s a managed service, get your files to s3 somehow and thats it. There are some other services from other providers that can do the same too, I strongly encourage to look into that, unless you have specific encoding specs that you can’t do somewhere. Source: over 4 years ago

However compressing on the server is the better option in case you want to generate gifs, thumbnails, and different sizes and formats of the video. A lot of big video streaming companies will use something like Amazons media convert. Source: almost 5 years ago