search

AJaySi / AI-Writer

ALwrity - All in One AI Content Platform. Contextual AI Content generation for Website, Social media & Ad copywriting. Prevents AI hallucinations, Web Researched factual, SEO optimized content. Get blog Images. Create your AI Agents Content team. Generate content with RAG, Local documents, web urls, PDFs. Open Source AI writer. (WIP)
https://alwrity.com
264 stars 88 forks source link

Collaborative AI Agents for content creation #63

Closed AJaySi closed 6 months ago

AJaySi commented 6 months ago

Discussed in https://github.com/AJaySi/AI-Writer/discussions/52

Originally posted by **AJaySi** April 25, 2024 Alwrity has been tempted multiple times to use AI agents framework for content generation. Having experimented with autogpt, metagpt, crewai etc, it just seemed to many repetitions/cost for what could be achieved with better prompting in few shots Or chaining and iterative generation. The below research is contrary to my understanding. https://arxiv.org/abs/2402.05120 I have found agents making too many api calls, thus running up costs. As we define agents and its tasks, prompt engineering can help a lot in few shot generation of comparable quality. I will start integrating crewai and qualify the above different rationales.
AJaySi commented 6 months ago

Changes are in latest commit. Needs improvement.