https://github.com/spidy20/indian-document-extraction-aws
This solution is a proof of concept for an Indian Legal Document Extractor utilizing AWS Lambda, Bedrock, SQS, and S3.
https://github.com/spidy20/indian-document-extraction-aws
bedrock document-scanner lambda s3 sqs
Last synced: 20 days ago
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This solution is a proof of concept for an Indian Legal Document Extractor utilizing AWS Lambda, Bedrock, SQS, and S3.
- Host: GitHub
- URL: https://github.com/spidy20/indian-document-extraction-aws
- Owner: Spidy20
- Created: 2024-08-14T14:28:51.000Z (about 1 year ago)
- Default Branch: master
- Last Pushed: 2024-08-14T14:32:26.000Z (about 1 year ago)
- Last Synced: 2024-11-15T06:29:52.601Z (11 months ago)
- Topics: bedrock, document-scanner, lambda, s3, sqs
- Language: Python
- Homepage:
- Size: 626 KB
- Stars: 7
- Watchers: 1
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Indianš®š³ Legal Document Extractor using AWS Bedrock, Lambda, and SQS
### [Watch this tutorialāŗ](https://youtu.be/YWmnD_QcZQU)
- In this tutorial, we'll be creating a GPT-4 AWS Helper ChatBot utilizing Langchain, Lambda, API Gateway, and PostgreSQL PGVector hosted on an EC2 instance as our Vector database.
### Implementation Architecture
### Used Services
- **AWS Lambda**: Responsible for managing the backend of the Document Extractor using the Boto3 SDK.
- **AWS SQS**: Manages the scalability of solutions by maintaining a queue, enabling multiple documents to be processed.
- **Bedrock Claude Sonnet Model**: Used to extract JSON data from legal documents.
- **S3**: Stores images of legal documents and triggers SQS with a Lambda function upon upload.
### Implementation Setup
- Creating an S3 Bucket.
- Creating a Lambda function and lambda handler.
- Setting up the SQS Queue and Policy.
- Configuring S3 event to trigger SQS with AWS Lambda
- Testing the automation workflow.
- Testing with Indian legal documents.
### Give Starā to this repository, and fork it to support me.
### [Buy me a Coffeeā](https://www.buymeacoffee.com/spidy20)
### [Donate me on PayPal(It will inspire me to do more projects)](https://www.paypal.me/spidy1820)