Serverless-Retrieval-Augmented-Generation-RAG-on-AWS
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aws-samples
A full-stack serverless RAG workflow. This is thought for running PoCs, prototypes and bootstrap your MVP.
[Kúzu](https://kuzudb.com/) is an embedded graph database. We want to explore graph-RAG capabilites to include more relevant information when retrieving semantically. A good MVP for this would be mapping obvious relationships...
basically implement this as an S3 plug-in https://blog.lancedb.com/chat-with-csv-excel-using-lancedb/ - creata a new queue + dlq - create a new notification for `.csv` and `.xlsx` files from S3 - put messages...
Bumps [rollup](https://github.com/rollup/rollup) from 4.18.0 to 4.22.4. Release notes Sourced from rollup's releases. v4.22.4 4.22.4 2024-09-21 Bug Fixes Fix a vulnerability in generated code that affects IIFE, UMD and CJS bundles...
![dependabot[bot] avatar](https://avatars.githubusercontent.com/in/29110?v=4 "dependabot[bot] avatar"){kind=avatar}
Bumps [langchain](https://github.com/langchain-ai/langchain) from 0.0.337 to 0.2.10. Release notes Sourced from langchain's releases. langchain-text-splitters==0.2.4 Changes since langchain-text-splitters==0.2.2 text-splitters[patch]: Release 0.2.4 (#25979) text-splitters[patch]: Modified SpacyTextSplitter to fully keep whitespace when strip_whitespace is...
Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 5.3.1 to 5.4.6. Release notes Sourced from vite's releases. [email protected] Please refer to CHANGELOG.md for details. Changelog Sourced from vite's changelog. 5.4.6 (2024-09-16) fix: avoid DOM Clobbering...
Bumps [aws-cdk](https://github.com/aws/aws-cdk/tree/HEAD/packages/aws-cdk) from 2.142.1 to 2.148.1. Release notes Sourced from aws-cdk's releases. v2.148.1 Bug Fixes apigateway: authorization scope is not added when not explicitly defining authorization type in method or...
At the moment we're not managing or checking when the authentication token expires. In case of expiration, we should refresh it transparently to the user
Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.9.4 to 3.10.2. Release notes Sourced from aiohttp's releases. 3.10.2 Bug fixes Fixed server checks for circular symbolic links to be compatible with Python 3.13 -- by...
with the introduction of Converse API, we can rework the existing system prompt by splitting it into - **system_prompt** : this is to be included as optional parameter in the...
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A full-stack serverless RAG workflow. This is thought for running PoCs, prototypes and bootstrap your MVP.