Résumez les appels Google Meet à l’aide de GPT-3.5.
Ce projet utilise le modèle gpt-3.5-turbo-16k d'OpenAI.
Voir la démo ci-dessous pour un exemple.
Mesures:
Créez un compte de service dans Google Cloud et téléchargez le fichier de clé JSON. Voir ceci ou cet exemple pour plus de détails.
Enregistrez la clé JSON dans le fichier credentials.json
.
La spécification de build Docker copiera le fichier credentials.json
dans l'image du conteneur.
N'oubliez pas d'activer la délégation à l'échelle du domaine pour le compte de service afin d'accéder aux fichiers Google Drive appartenant à d'autres utilisateurs.
Cet exemple de build utilise AWS ECR pour stocker l'image du conteneur. Cependant, vous pouvez utiliser n’importe quel registre de conteneurs.
Remplacez
xxx.dkr.ecr.us-east-1.amazonaws.com
par votre registre de conteneurs.
Connectez-vous à AWS ECR :
aws ecr get-login-password --region us-east-1 | docker login --username AWS --password-stdin 261082948988.dkr.ecr.us-east-1.amazonaws.com
Créez l'image Docker :
docker build -t meeting-notes .
Marquez l'image :
docker tag meeting-notes:latest 261082948988.dkr.ecr.us-east-1.amazonaws.com/autohost-meeting-notes:latest
Poussez l'image vers ECR :
docker push 261082948988.dkr.ecr.us-east-1.amazonaws.com/autohost-meeting-notes:latest
Créez un fichier de paramètres CloudFormation :
cp stack-params.json stack-params-prod.json
Mettez à jour le fichier stack-params-prod.json
avec les valeurs des paramètres suivants :
Déployez le modèle CloudFormation à l'aide aws-cli
:
aws cloudformation create-stack
--stack-name meeting-notes-prod
--capabilities CAPABILITY_NAMED_IAM
--tags Key=service,Value=meeting-notes Key=Environment,Value=prod
--parameters file:// $( pwd ) /stack-params-prod.json
--template-body file:// $( pwd ) /cloudformation.yaml --profile default
Mettez à jour le modèle CloudFormation à l'aide aws-cli
:
aws cloudformation update-stack
--stack-name autohost-meeting-notes-prod
--capabilities CAPABILITY_NAMED_IAM
--tags Key=service,Value=meeting-notes Key=Environment,Value=prod
--parameters file:// $( pwd ) /stack-params-prod.json
--template-body file:// $( pwd ) /cloudformation.yaml --profile default
Créez d’abord l’image du conteneur.
Créez un fichier .env
avec le contenu suivant :
AWS_DEFAULT_REGION=us-east-1
OPENAI_API_KEY=xxx
OPENAI_ORG_ID=org-xxx
AWS_ACCESS_KEY_ID=xxx
AWS_SECRET_ACCESS_KEY=xxx
MAILGUN_API_KEY=xxx
MAILGUN_DOMAIN=xxx.xyz
S3_BUCKET=xxx
PROMPT_HUB_API_KEY=xxx
LANGCHAIN_TRACING_V2=true
LANGCHAIN_PROJECT=meeting-notes
LANGCHAIN_API_KEY=xxx
Créez et exécutez l'image :
docker build -t meeting-notes . && docker run -p 9000:8080 --env-file=.env --rm meeting-notes
Ouvrez une nouvelle fenêtre de terminal et utilisez curl
pour tester les points de terminaison suivants.
Envoyez l'événement webhook Google Drive à l'API :
curl -XPOST " http://localhost:9000/2015-03-31/functions/function/invocations "
-d ' {"headers":{"x-goog-resource-uri":"https://www.googleapis.com/drive/v3/changes?alt=json&pageToken=511460",
"x-goog-channel-token":"roy%40autohost.ai"}} '
Événement SQS permettant au travailleur de résumer la transcription de la réunion :
curl -XPOST " http://localhost:9000/2015-03-31/functions/function/invocations "
-d ' {"Records":[{"messageId":"1JlgPkv5j_N9ul39dWRV-cVcVPIB-lfUK9OcKMALhxgg","body":"{"title":"Roy / Nam (2024-08-16 14:33 GMT-4) – Transcript","id":"1dyoTC5HG4Sfc75jSfeFUU-Rq52XuOnz5aief_mfzirQ","link":"https://docs.google.com/document/d/1dyoTC5HG4Sfc75jSfeFUU-Rq52XuOnz5aief_mfzirQ/edit?usp=drivesdk","owner_email":"[email protected]"}","attributes":{"ApproximateReceiveCount":"1","AWSTraceHeader":"Root=1-6470f9b0-xxxx;Parent=xxxx;Sampled=0;Lineage=85108a56:0","SentTimestamp":"1685125554295","SenderId":"change-me:meeting-notes-prod-api","ApproximateFirstReceiveTimestamp":"1685125554296"},"messageAttributes":{},"md5OfBody":"11268099d001110f04757778362ddb11","eventSource":"aws:sqs","eventSourceARN":"arn:aws:sqs:us-east-1:change-me:meeting-notes-prod-prod-queue","awsRegion":"us-east-1"}]} '
Exemple d'e-mail envoyé aux participants à la réunion :
Git Bootcamp (2023-05-29 14:03 GMT-4) - Transcript
Attendees:
Gilfoyle, Dinesh, Richard Hendricks, Jared Dunn, Monica Hall, Erlich Bachman
Summary:
In the workshop, Gilfoyle provided an in-depth explanation of Git, focusing on the differences
between merging and rebasing. He emphasized the safety of using git fetch for downloading updates
from the remote repository and used visual aids to illustrate the differences between merging and rebasing.
He advised against squashing commits from develop to master to avoid confusion and duplication.
He also stressed the importance of updating branches and creating feature branches off of develop,
recommending the rule of two for branching off feature branches and merging changes into develop in
small increments. He introduced the concept of WIP or draft PRs for ongoing work and the need for a clear
team workflow. He also touched on the interactive rebase command and its options, and concluded with a
brief discussion on git log and its search options.
Key Decisions:
- Git fetch should be used for safely downloading updates from the remote repository.
- Squashing commits from develop to master should be avoided to prevent confusion and duplication.
- The rule of two should be followed for branching off feature branches and changes should be merged into develop in small pieces.
- A clear workflow should be established for the team, including the use of WIP or draft PRs for ongoing work.
Next Steps:
- Team members should familiarize themselves with the differences between merging and rebasing.
- Team members should practice using git fetch for downloading updates.
- Team members should avoid squashing commits from develop to master.
- Team members should follow the rule of two for branching off feature branches and merge changes into develop in small increments.
- Team members should use WIP or draft PRs for ongoing work.
- Team members should establish a clear workflow.
- Team members should familiarize themselves with the interactive rebase command and its options.
- Team members should learn how to use git log and its search options.
Full transcript:
https://docs.google.com/document/d/xxxxxx/edit?usp=drivesdk
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Sent by Meeting Notes AI ?