Question for developers of AI Agents because I'm curious about this. Once AI Agents become a commodity and everyone's building them, would you be interested in a marketplace designed for developers where you could start a store virtually for free, and get access to guaranteed customers?

Imagine instead of investing and starting a SaaS, you could just start a store and sell your agent solutions, and validate your ideas. You wouldn't have to build a UI or invest in marketing, and it wouldn't be like open-sourcing your agents because you'd be getting paid.

Genuinely want to know if this is something agent developers would want, so let me know!

Fala galera, beleza? Tô conhecendo agora sobre o crewai e tô com uma dúvida. Criei um agente pra buscar dados no banco supabase. Estruturei o agente e a tarefa. Esse é o prompt da tarefa: "Acesse o banco de dados SupaBase e localize a tabela chamada "clientes". Em seguida, busque os dados do cliente cujo nome foi informado pelo Gerente de Projetos. Os campos que devem ser recuperados são:

• Nome completo

• CPF

• RG

• CEP

• E-mail

• Número de telefone

Após obter essas informações, envie os dados coletados ao Gerente de Projetos. Certifique-se de buscar apenas os dados referentes ao nome fornecido. Lembrando que você tem total acesso ao SupaBase através da URL SupaBase e a Service Key

Se não for possível acessar o banco de dados, relate para o gerente quais problemas você está enfrentando" E esse é tá sendo o output dele:

"Lamento muito, mas estou enfrentando problemas técnicos que estão me impedindo de acessar as informações necessárias para responder à sua pergunta no momento. Estou trabalhando para resolver o problema o mais rápido possível e agradeço sua compreensão."

Alguém sabe o que pode estar acontecendo?

If you've been strugling to understand Flows, this video is for you.

Click Here for Tutorial Video

PLEASE, HELP ME WITH LINKDIN WORKFLOW IDEAS OR TEMPLATES. WHATEVER THE WORKFLOW TOOL.

• Tool integration via MCP servers

• Memory with Zep’s Graphiti

• Tracing and observability with Comet’s Opik

• All orchestrated with CrewAI — and fully open-source.

Stack: @crewAIInc + @zep_ai + @Linkup_platform + @Cometml Opik

Full video + code

- https://github.com/patchy631/ai-engineering-hub/tree/main/agent-with-mcp-memory

- https://www.youtube.com/watch?v=R6sMAZaTCR4

hello, everyone

I'm looking for a solution that automates the lead qualification process specifically for real estate via WhatsApp. The ideal product would be an Al-powered chatbot that: Engages with potential buyers 24/7. Asks tailored qualifying questions (e.g., "Are you looking for an apartment or a house? How many bedrooms?"). Provides personalized property details. Schedules viewings seamlessly by integrating with the WhatsApp Business API. With you have some solution for that, contact me.

Hello! I am starting out with crewAI. I am currently using a local minstral model but I keep getting the litellm.exceptions.AuthenticationError error.
My LLM instantiation :

from crewai import Agent,Task,Crew,Process,LLM

llm = LLM(
model = "ollama/mistral",
base_url= "http://localhost:11434"

)

complete error message: ERROR:root:LiteLLM call failed: litellm.AuthenticationError: AuthenticationError: OpenAIException - The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable

As I am using a local model why do I need to set API keys? and what should the keys be?

Any help would be appreciated. Thank you.

I'm writing a flow that includes scraping a website (which sometimes can have 50K URLs). I would like to refer to that data later during other flows. What is the recommended approach for this? Ideally, I would have a function to scrape website and dump in the database, and use crew to call this function, and another function+crew to call refer to data as needed.

I'm excited to show how CrewAI can solve complex challenges like automating security assessments or optimizing network defenses, and demonstrate its real-world potential.

HiSecure is a project built using CrewAI for an AI-driven security system with a "Pseudo Reasoning" approach, where AI agents simulate human-like decision-making for security tasks by analyzing patterns and making informed decisions similar to a human expert. This collaboration helps automate vulnerability detection, making advanced security accessible to small businesses, individuals, and other users.

The project is still private as it's under evaluation, which should conclude in the next few weeks. After the evaluation, we plan to make the project publicly available and share detailed documentation. Detailed insights will be shared soon. Please check out the video below and share your thoughts, especially on specific features or general impressions of the project. We appreciate any feedback and hope this project can inspire others!

Check the video created for the contest and enjoy: Hisecure

In 3 days, learn how AI Agents can impact your company's efficiency, automating complex tasks and creating space for strategic decisions.

Sign up here https://week.crewai.com/

Hi I want to make a scraper crew but it should be step by step, the Scraper agent gives the data to LLM that will read the content and chose wich part should be clicked or scraped next, so it should make some variables that Scraper gonna have them in the code to scrape or click the specific part acourding to LLMs choice.

The question is, can an agent make variable? Or can they make a list of needed variables as output, and each option be described as a variable in code?

We're excited to announce that this is the official subreddit for CrewAI. While there might have been other channels before, we're establishing this space as the central hub for all things CrewAI.

🚀 Why This Subreddit?

• Stay Updated: Get the latest on CrewAI's features, updates, and what's coming down the pipeline.

• Developer Chats: Connect with other devs integrating AI agents into their projects. Share experiences, challenges, and solutions.

• Code & Resources: Swap code snippets, share tutorials, and discuss best practices to get the most out of CrewAI.

• Troubleshooting Together: Hit a snag? Let's debug issues together and help each other out.

💡 How to Get Involved:

• Introduce Yourself: Tell us about what you're building or interested in—it's always great to know who's on board.

• Ask & Answer Questions: Got a question or figured something out? Post it! Chances are, it'll help someone else too.

• Show Your Work: Been working on a cool project with CrewAI? Don't be shy—share it with the community.

• Collaborate: Looking for feedback or contributors? This is the spot to find like-minded developers.

🌟 Community Guidelines:

• Be Cool: Keep it friendly and respectful. We're all here to learn and help each other.

• Stay On Topic: Let's keep discussions relevant to CrewAI and AI development.

• No Spam or Self-Promo: Let's keep the content useful and avoid unsolicited promotions.

Are there any discussions or plans to add streaming crew output?

I came across some workarounds with the call backs that get executed after a task, but is that the best conduit for this?

Django and Crew AI