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Of course. The first of many open source versions of 'Deep Research' projects are now appearing as predicted [0] but in less than a month. Faster than expected.

by rvz 2y ago

Of course. The first of many open source versions of 'Deep Research' projects are now appearing as predicted [0] but in less than a month. Faster than expected. Open source is already at the finish line. [0] https://news.ycombinator.com/item?id=42913379 https://news.ycombinator.com/item?id=42913379

transpute 2y ago
> Nothing that Perplexity + DeepSeek-R1 can already do Any public comparisons of OAI Deep Research report quality with Perplexity + DeepSeek-R1, on the same query? How do cost and query limits compare?
- lhl 2y ago
  I've been using GenSpark.ai for the past month to do research (its agents usually does ~20 minutes, but I've seen it go up to almost 2 hours on a task) - it uses a Mixture of Agents approach using GPT-4o, Claude 3.5 Sonnet and Gemini 1.5 Pro and searches for hundreds of sources. I reran some of these searches and I've so far found OpenAI Deep Research to be superior for technical tasks. Here's one example: https://chatgpt.com/share/67a10f6d-28cc-8012-bf98-05dcdb705cbf https://chatgpt.com/share/67a10f6d-28cc-8012-bf98-05dcdb705c... vs https://www.genspark.ai/agents?id=c896d5bc-321b-46ca-9aaa-62cebcdd3e76 https://www.genspark.ai/agents?id=c896d5bc-321b-46ca-9aaa-62... I've been giving Deep Research a good workout, although I'm still mystified if switching between the different base model matters, besides o1 pro always seeming to fail to execute the Deep Research tool.
  - Terretta 2y ago
    > still mystified if switching between the different base model matters, besides o1 pro always seeming to fail to execute the Deep Research tool. You mean when it says it's going to research and get back to you and then ... just doesn't?
    - lhl 2y ago
      Yeah, it seems to not be able to execute the tool calling properly. Maybe it's a bad interaction w/ it's own async calling ability or something else (eg, how search and code interpreter can't seem to run at the same time for 4o)
littlestymaar 2y ago
> The first of many open source versions of 'Deep Research' projects are now appearing as predicted [0] but in less than a month. Faster than expected. Well, in that particular case the open source version was actually here first three month ago[1]. [1]: https://www.reddit.com/r/LocalLLaMA/comments/1gvlzug/i_created_an_ai_research_assistant_that_actually/ https://www.reddit.com/r/LocalLLaMA/comments/1gvlzug/i_creat...

by rvz 2y ago

transpute 2y ago

> Nothing that Perplexity + DeepSeek-R1 can already do Any public comparisons of OAI Deep Research report quality with Perplexity + DeepSeek-R1, on the same query? How do cost and query limits compare?

lhl 2y ago
I've been using GenSpark.ai for the past month to do research (its agents usually does ~20 minutes, but I've seen it go up to almost 2 hours on a task) - it uses a Mixture of Agents approach using GPT-4o, Claude 3.5 Sonnet and Gemini 1.5 Pro and searches for hundreds of sources. I reran some of these searches and I've so far found OpenAI Deep Research to be superior for technical tasks. Here's one example: https://chatgpt.com/share/67a10f6d-28cc-8012-bf98-05dcdb705cbf https://chatgpt.com/share/67a10f6d-28cc-8012-bf98-05dcdb705c... vs https://www.genspark.ai/agents?id=c896d5bc-321b-46ca-9aaa-62cebcdd3e76 https://www.genspark.ai/agents?id=c896d5bc-321b-46ca-9aaa-62... I've been giving Deep Research a good workout, although I'm still mystified if switching between the different base model matters, besides o1 pro always seeming to fail to execute the Deep Research tool.
- Terretta 2y ago
  > still mystified if switching between the different base model matters, besides o1 pro always seeming to fail to execute the Deep Research tool. You mean when it says it's going to research and get back to you and then ... just doesn't?
  - lhl 2y ago
    Yeah, it seems to not be able to execute the tool calling properly. Maybe it's a bad interaction w/ it's own async calling ability or something else (eg, how search and code interpreter can't seem to run at the same time for 4o)

littlestymaar 2y ago

> The first of many open source versions of 'Deep Research' projects are now appearing as predicted [0] but in less than a month. Faster than expected. Well, in that particular case the open source version was actually here first three month ago[1]. [1]: https://www.reddit.com/r/LocalLLaMA/comments/1gvlzug/i_created_an_ai_research_assistant_that_actually/ https://www.reddit.com/r/LocalLLaMA/comments/1gvlzug/i_creat...