# Multi AI Agent Systems with crewAI **URL:** https://community.deeplearning.ai/c/short-course-q-a/multi-ai-agent-systems-with-crewai/449.md [Latest](https://community.deeplearning.ai/latest.md) · [Categories](https://community.deeplearning.ai/categories.md) · [Tags](https://community.deeplearning.ai/tags.md) --- ## [Multi AI Agent Systems with CrewAI Certificate](https://community.deeplearning.ai/t/multi-ai-agent-systems-with-crewai-certificate/637201)
**Author:** [@Community-Team](https://community.deeplearning.ai/u/Community-Team)\ **Replies:** 0\ **Last updated:** [May 29, 2024, 5:04pm UTC](https://community.deeplearning.ai/t/multi-ai-agent-systems-with-crewai-certificate/637201 "2024-05-29T17:04:11Z")
To get a certificate for this course you must: Complete the course Go to the CrewAI website Fill out a quick form Attach a screenshot of the completion screen CrewAI will send the certificate via email wit… --- ## [Error connecting openAI API using jupyter notebook and crewAI](https://community.deeplearning.ai/t/error-connecting-openai-api-using-jupyter-notebook-and-crewai/895455)
**Author:** [@Chintan\_Shah1](https://community.deeplearning.ai/u/Chintan_Shah1)\ **Replies:** 2\ **Last updated:** [October 9, 2026, 9:06pm UTC](https://community.deeplearning.ai/t/error-connecting-openai-api-using-jupyter-notebook-and-crewai/895455 "2026-10-09T21:06:44Z")
Hi, I am getting an error running code shared during the course. I keep getting openAPI connection error. I can see my token consumption going up everytime I run the cell, so under the hood crewAI is consuming the openA… --- ## [Cannot access my certificate](https://community.deeplearning.ai/t/cannot-access-my-certificate/894449)
**Author:** [@david.archanjo](https://community.deeplearning.ai/u/david.archanjo)\ **Replies:** 3\ **Last updated:** [August 7, 2026, 5:35pm UTC](https://community.deeplearning.ai/t/cannot-access-my-certificate/894449 "2026-08-07T17:35:12Z")
Hi there, I finished the course Multi AI Agent Systems with crewAI through Deeplearning.ai but I’m unable to generate my certificate. I went to learn.crewai.com, filled in the data, inserted the screen print as requeste… --- ## [Difference between post-hook and guradrails](https://community.deeplearning.ai/t/difference-between-post-hook-and-guradrails/892112)
**Author:** [@Naren\_babu\_R](https://community.deeplearning.ai/u/Naren_babu_R)\ **Replies:** 2\ **Last updated:** [May 10, 2026, 3:49pm UTC](https://community.deeplearning.ai/t/difference-between-post-hook-and-guradrails/892112 "2026-05-10T15:49:11Z")
What’s the difference between post-hook and guardrails --- ## [Course Slides?](https://community.deeplearning.ai/t/course-slides/781292)
**Author:** [@sameer647](https://community.deeplearning.ai/u/sameer647)\ **Replies:** 3\ **Last updated:** [March 10, 2026, 1:35pm UTC](https://community.deeplearning.ai/t/course-slides/781292 "2026-03-10T13:35:35Z")
Hi, it would be really helpful to have the slides for this course. Is that possible to be provided? --- ## [Jupyter notebook - IOPub data rate exceeded](https://community.deeplearning.ai/t/jupyter-notebook-iopub-data-rate-exceeded/886245)
**Author:** [@Ashfaque1](https://community.deeplearning.ai/u/Ashfaque1)\ **Replies:** 0\ **Last updated:** [January 4, 2026, 2:53am UTC](https://community.deeplearning.ai/t/jupyter-notebook-iopub-data-rate-exceeded/886245 "2026-01-04T02:53:45Z")
Hello, Getting IOPub data rate exceeded error. Screenshot attached for more details. Thanks in advance of any pointers to resolve this issue. --- ## [L7: Running agents within input from specified file](https://community.deeplearning.ai/t/l7-running-agents-within-input-from-specified-file/881651)
**Author:** [@SamKablam](https://community.deeplearning.ai/u/SamKablam)\ **Replies:** 0\ **Last updated:** [October 17, 2025, 4:30pm UTC](https://community.deeplearning.ai/t/l7-running-agents-within-input-from-specified-file/881651 "2025-10-17T16:30:52Z")
I am working off of the basic setup tutorial and the multi-agent system course to make an agent that would take its input from a text file in a folder instead of text from within the main project file. Right now, it look… --- ## [L3: Multi-agent Customer Support Automation - The default allow\_delegation=True changed](https://community.deeplearning.ai/t/l3-multi-agent-customer-support-automation-the-default-allow-delegation-true-changed/880903)
**Author:** [@jmdf](https://community.deeplearning.ai/u/jmdf)\ **Replies:** 0\ **Last updated:** [October 7, 2025, 5:42am UTC](https://community.deeplearning.ai/t/l3-multi-agent-customer-support-automation-the-default-allow-delegation-true-changed/880903 "2025-10-07T05:42:43Z")
Hi, Going through the L3 code example, the notebook says: By not setting allow\_delegation=False, allow\_delegation takes its default value of being True. In the video of the lesson, Joao then shows how the QA agent re… --- ## [Flaw in event planning example](https://community.deeplearning.ai/t/flaw-in-event-planning-example/880328)
**Author:** [@twil](https://community.deeplearning.ai/u/twil)\ **Replies:** 2\ **Last updated:** [September 30, 2025, 6:25pm UTC](https://community.deeplearning.ai/t/flaw-in-event-planning-example/880328 "2025-09-30T18:25:40Z")
The course is really inspiring and clearly taught. Sill it is not really creating trust in the results, when no one seems to notice that the request was to plan an event for 500 participants, but the preferred venue onl… --- ## [Course completion issue help](https://community.deeplearning.ai/t/course-completion-issue-help/877218)
**Author:** [@tkuruvilp](https://community.deeplearning.ai/u/tkuruvilp)\ **Replies:** 4\ **Last updated:** [August 21, 2025, 9:45pm UTC](https://community.deeplearning.ai/t/course-completion-issue-help/877218 "2025-08-21T21:45:40Z")
hi I am not able to go forward with course Multi Agent systems with CREWAI past survey . stuck at 89% Please help --- ## [Issue with Crewai\_tools installation in VScode](https://community.deeplearning.ai/t/issue-with-crewai-tools-installation-in-vscode/872044)
**Author:** [@pvince33](https://community.deeplearning.ai/u/pvince33)\ **Replies:** 1\ **Last updated:** [August 21, 2025, 1:14pm UTC](https://community.deeplearning.ai/t/issue-with-crewai-tools-installation-in-vscode/872044 "2025-08-21T13:14:45Z")
I am trying to copy the coursework from the Crewai in visual studio code, but I’m getting errors related to the crewai\_tools package. I’ve tried debugging with ai but multiple instances of reinstalling has left me with t… --- ## [Error on topic usage metrics and costs](https://community.deeplearning.ai/t/error-on-topic-usage-metrics-and-costs/858729)
**Author:** [@jorgher](https://community.deeplearning.ai/u/jorgher)\ **Replies:** 8\ **Last updated:** [July 31, 2025, 5:42am UTC](https://community.deeplearning.ai/t/error-on-topic-usage-metrics-and-costs/858729 "2025-07-31T05:42:17Z")
AttributeError in line 3 costs = 0.150 \* (crew.usage\_metrics.prompt\_tokens + rew.usage\_metrics.completion\_tokens) / 1\_000\_000 AttributeError: ‘dict’ object has no attribute ‘prompt\_tokens’ --- ## [Installing CrewAI in Windows Anaconda](https://community.deeplearning.ai/t/installing-crewai-in-windows-anaconda/811796)
**Author:** [@mrc7mrc49](https://community.deeplearning.ai/u/mrc7mrc49)\ **Replies:** 3\ **Last updated:** [July 11, 2025, 10:47am UTC](https://community.deeplearning.ai/t/installing-crewai-in-windows-anaconda/811796 "2025-07-11T10:47:34Z")
Hi Community, I’m having trouble installing CrewAI either through a Jupyter notebook or in the Anaconda command line. I get some form of time-out error as below: Any help would be greatly appreciated so I can start … --- ## [Attempting to install crewAI version 0.28.8 and getting message "version not found"](https://community.deeplearning.ai/t/attempting-to-install-crewai-version-0-28-8-and-getting-message-version-not-found/764769)
**Author:** [@36lima](https://community.deeplearning.ai/u/36lima)\ **Replies:** 8\ **Last updated:** [June 30, 2025, 3:37am UTC](https://community.deeplearning.ai/t/attempting-to-install-crewai-version-0-28-8-and-getting-message-version-not-found/764769 "2025-06-30T03:37:49Z")
Hi, I am running a local jupyter notebook and I get the following error when I try to install crewAI 0.28.8 as indicated in the lesson and requirements. Are there updated requirements.txt or version recommendations? Th… --- ## [Total Beginner - How to install Crew AI](https://community.deeplearning.ai/t/total-beginner-how-to-install-crew-ai/838194)
**Author:** [@HakkaKhan](https://community.deeplearning.ai/u/HakkaKhan)\ **Replies:** 1\ **Last updated:** [June 23, 2025, 2:02am UTC](https://community.deeplearning.ai/t/total-beginner-how-to-install-crew-ai/838194 "2025-06-23T02:02:39Z")
Hi I am new to crew AI and coding in general. The instruction on the course module says: If you’re running this notebook on your own machine, you can install the following: !pip install crewai==0.28.8 crewai\_tools==0.1… --- ## [Recursion error](https://community.deeplearning.ai/t/recursion-error/831973)
**Author:** [@frenzyrider](https://community.deeplearning.ai/u/frenzyrider)\ **Replies:** 2\ **Last updated:** [June 16, 2025, 3:08am UTC](https://community.deeplearning.ai/t/recursion-error/831973 "2025-06-16T03:08:07Z")
I am getting recursive error at the very first lesson on creating agents for research. At this point of the code to write the results in Jupyter notebook. result = crew.kickoff(inputs={“topic”: “Artificial Intelligence… --- ## [Missing Files -- please upload them](https://community.deeplearning.ai/t/missing-files-please-upload-them/821649)
**Author:** [@JeffK8](https://community.deeplearning.ai/u/JeffK8)\ **Replies:** 6\ **Last updated:** [June 9, 2025, 2:53am UTC](https://community.deeplearning.ai/t/missing-files-please-upload-them/821649 "2025-06-09T02:53:13Z")
Class: Multi AI Agent Systems with crewAI The class uses Jupyter notebooks with additional text files. Those text files that the code needs to access are NOT supplied. Can you upload those files to the class lectures fo… --- ## [Total Beginner - Cannot install CrewAI](https://community.deeplearning.ai/t/total-beginner-cannot-install-crewai/631605)
**Author:** [@msdaelia](https://community.deeplearning.ai/u/msdaelia)\ **Replies:** 12\ **Last updated:** [June 5, 2025, 3:16pm UTC](https://community.deeplearning.ai/t/total-beginner-cannot-install-crewai/631605 "2025-06-05T15:16:29Z")
Hi, I’ve tried running the notebook locally but I’m getting the following error messages I managed ti install crewai removing the version specification but cannot install the crewai tools --- ## [How do I run llama3.2 locally with crewai? How do I import LLM from crewai?](https://community.deeplearning.ai/t/how-do-i-run-llama3-2-locally-with-crewai-how-do-i-import-llm-from-crewai/825299)
**Author:** [@Nomadlife](https://community.deeplearning.ai/u/Nomadlife)\ **Replies:** 5\ **Last updated:** [June 3, 2025, 2:48pm UTC](https://community.deeplearning.ai/t/how-do-i-run-llama3-2-locally-with-crewai-how-do-i-import-llm-from-crewai/825299 "2025-06-03T14:48:09Z")
I’m currently taking the multiAgent systems with crewai course and I really could use some help. Has anyone successfully run crewai locally with llama3.2? I keep getting stuck at “from crewai import LLM”, where I get a … --- ## [PermissionDeniedError when running crew.kickoff](https://community.deeplearning.ai/t/permissiondeniederror-when-running-crew-kickoff/824772)
**Author:** [@harrywong](https://community.deeplearning.ai/u/harrywong)\ **Replies:** 0\ **Last updated:** [May 31, 2025, 5:52am UTC](https://community.deeplearning.ai/t/permissiondeniederror-when-running-crew-kickoff/824772 "2025-05-31T05:52:50Z")
PermissionDeniedError when running L5/L6 steps. Restarted notebook didn’t help. L5 step: result = event\_management\_crew.kickoff(inputs=event\_details) Output: \[DEBUG\]: == Working Agent: Venue Coordinator \[INFO\]: == … --- ## [Automate Event Planning - The crew must end with at most one asynchronous task](https://community.deeplearning.ai/t/automate-event-planning-the-crew-must-end-with-at-most-one-asynchronous-task/679677)
**Author:** [@deayalar](https://community.deeplearning.ai/u/deayalar)\ **Replies:** 5\ **Last updated:** [May 12, 2025, 9:19am UTC](https://community.deeplearning.ai/t/automate-event-planning-the-crew-must-end-with-at-most-one-asynchronous-task/679677 "2025-05-12T09:19:19Z")
Hi! I’m getting this error when I try to create the Crew as it is in the notebook. ValidationError: 1 validation error for Crew The crew must end with at most one asynchronous task. \[type=async\_task\_count, input\_value… --- ## [The working of multiple Agents as described in the video is ambiguous](https://community.deeplearning.ai/t/the-working-of-multiple-agents-as-described-in-the-video-is-ambiguous/804201)
**Author:** [@yagneshicp](https://community.deeplearning.ai/u/yagneshicp)\ **Replies:** 0\ **Last updated:** [April 22, 2025, 10:23am UTC](https://community.deeplearning.ai/t/the-working-of-multiple-agents-as-described-in-the-video-is-ambiguous/804201 "2025-04-22T10:23:35Z")
In the video (multi-agent-customer-support-automation-(code)), the understanding seems a bit weird to me as to how back and fourth the interactions happen between Senior Support Representative and Senior QA analyst agent… --- ## [Not Yet Received Completion Badge Certificate](https://community.deeplearning.ai/t/not-yet-received-completion-badge-certificate/803298)
**Author:** [@The\_wick](https://community.deeplearning.ai/u/The_wick)\ **Replies:** 1\ **Last updated:** [April 22, 2025, 7:31am UTC](https://community.deeplearning.ai/t/not-yet-received-completion-badge-certificate/803298 "2025-04-22T07:31:00Z")
I recently(14th April) completed the \*\* Multi AI Agent Systems with crewAI\*\* course and as suggested I have taken a screenshot of completion badge from DeepLearning and filled up the form for getting certificate from Cre… --- ## [L7\_job\_application\_crew: Unicode decode error in tailored\_resume.md](https://community.deeplearning.ai/t/l7-job-application-crew-unicode-decode-error-in-tailored-resume-md/635153)
**Author:** [@at61](https://community.deeplearning.ai/u/at61)\ **Replies:** 5\ **Last updated:** [May 27, 2024, 5:42am UTC](https://community.deeplearning.ai/t/l7-job-application-crew-unicode-decode-error-in-tailored-resume-md/635153 "2024-05-27T05:42:10Z")
I run this code twice. First time it invented Brazil related names and addresses. It failed in Unicode decoding at first line. Second time the file is better but still failed at position 1010. display(Markdown(“./tail… --- ## [OpenAI old version in course - not running](https://community.deeplearning.ai/t/openai-old-version-in-course-not-running/790851)
**Author:** [@diegolanda](https://community.deeplearning.ai/u/diegolanda)\ **Replies:** 0\ **Last updated:** [March 25, 2025, 10:21am UTC](https://community.deeplearning.ai/t/openai-old-version-in-course-not-running/790851 "2025-03-25T10:21:09Z")
Hi, Im trying to run the customer outreach but in the end it gives me an error that the openai version is too old, how can i go around this? APIRemovedInV1: You tried to access openai.Completion, but this is no longer … --- ## [L2 - Import Error](https://community.deeplearning.ai/t/l2-import-error/650750)
**Author:** [@Flo007](https://community.deeplearning.ai/u/Flo007)\ **Replies:** 11\ **Last updated:** [March 6, 2025, 8:28am UTC](https://community.deeplearning.ai/t/l2-import-error/650750 "2025-03-06T08:28:01Z")
ImportError Traceback (most recent call last) Cell In\[16\], line 2 1 import os ----\> 2 from utils import get\_openai\_api\_key 4 openai\_api\_key = get\_openai\_api\_key() 5 os.environ\[“OPENAI\_… --- ## [Not able to create Multi agent customer support automation using hugging face api key](https://community.deeplearning.ai/t/not-able-to-create-multi-agent-customer-support-automation-using-hugging-face-api-key/774929)
**Author:** [@bbarve](https://community.deeplearning.ai/u/bbarve)\ **Replies:** 1\ **Last updated:** [March 5, 2025, 3:48pm UTC](https://community.deeplearning.ai/t/not-able-to-create-multi-agent-customer-support-automation-using-hugging-face-api-key/774929 "2025-03-05T15:48:34Z")
Giving this error : AuthenticationError: Error code: 401 - {‘error’: {‘message’: ‘Incorrect API key provided: fake. You can find your API key at’, ‘type’: ‘invalid\_request\_error’, ‘param’: None, ‘code’: ‘invalid\_api\_key… --- ## [Course Completion stuck at 69%](https://community.deeplearning.ai/t/course-completion-stuck-at-69/774926)
**Author:** [@som200](https://community.deeplearning.ai/u/som200)\ **Replies:** 1\ **Last updated:** [February 26, 2025, 5:22pm UTC](https://community.deeplearning.ai/t/course-completion-stuck-at-69/774926 "2025-02-26T17:22:29Z")
Finished watching all the videos and executed notebooks in the course. All the videos shows green check ( Chrome and Safari browser) However, my course completion percent stands at 69%. am I missing something?. Thank… --- ## [Attempting to install crewai 0.28.8, error No matching distribution found for crewai==0.28.8](https://community.deeplearning.ai/t/attempting-to-install-crewai-0-28-8-error-no-matching-distribution-found-for-crewai-0-28-8/768443)
**Author:** [@som200](https://community.deeplearning.ai/u/som200)\ **Replies:** 1\ **Last updated:** [February 12, 2025, 9:19pm UTC](https://community.deeplearning.ai/t/attempting-to-install-crewai-0-28-8-error-no-matching-distribution-found-for-crewai-0-28-8/768443 "2025-02-12T21:19:46Z")
Trying to install crewai on mac. pip install crewai==0.28.8 crewai\_tools==0.1.6 langchain\_community==0.0.29 ERROR: Could not find a version that satisfies the requirement crewai==0.28.8 (from versions: 0.1.0, 0.1.1, 0.… --- ## [L7 Tailored Resume still shows "Engineering Leader"](https://community.deeplearning.ai/t/l7-tailored-resume-still-shows-engineering-leader/768312)
**Author:** [@Siddarth\_Cherukumudi](https://community.deeplearning.ai/u/Siddarth_Cherukumudi)\ **Replies:** 0\ **Last updated:** [February 11, 2025, 7:25pm UTC](https://community.deeplearning.ai/t/l7-tailored-resume-still-shows-engineering-leader/768312 "2025-02-11T19:25:17Z")
Hi, I did not make any changes to the notebook. only thing is I changed 3.5 to 4 But when I kick off my crew the final tailored resume is still shown as engineering leader This is the link of tailored resume Jupyter N… [Next page](https://community.deeplearning.ai/c/short-course-q-a/multi-ai-agent-systems-with-crewai/449.md?page=1)