arunprsh / knowledge-augmented-LLMs
Context is Key: Combining Embedding-based Retrieval with LLMs for Comprehensive Knowledge Enrichment
☆31Updated last year
Related projects: ⓘ
- ☆45Updated 4 months ago
- ☆21Updated 2 weeks ago
- This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.☆72Updated this week
- Use natural language to Generate Amazon Athena SQL queries to fetch data.☆30Updated last week
- ☆25Updated this week
- ☆21Updated 5 months ago
- Use LLMs for building real-world apps☆107Updated 6 months ago
- ☆41Updated 6 months ago
- An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and anal…☆51Updated 2 months ago
- ☆14Updated 8 months ago
- Workshop Studio☆128Updated 9 months ago
- ☆103Updated this week
- AWS Generative AI Conversational RAG Reference (Galileo)☆71Updated 2 weeks ago
- ☆22Updated 2 months ago
- A generative AI-powered framework for testing virtual agents.☆86Updated 3 weeks ago
- aws-solutions-library-samples / guidance-for-conversational-chatbots-using-retrieval-augmented-generation-on-awsThis Guidance demonstrates how to combine Retrieval Augmented Generation (RAG) with AWS services to build generative AI applications.☆31Updated 2 months ago
- Generative AI on AWS Immersion Day☆49Updated 5 months ago
- ☆17Updated 10 months ago
- ☆17Updated 10 months ago
- aws-solutions-library-samples / guidance-for-a-multi-tenant-generative-ai-gateway-with-cost-and-usage-tracking-on-awsThis Guidance demonstrates how to build an internal Software-as-a-Service (SaaS) platform that provides access to foundation models, like…☆57Updated last week
- ☆21Updated 3 weeks ago
- This project simplifies personalized Gen-AI SaaS apps. We fine-tune pre-trained models for users, use single GPUs, and ensure real-time r…☆17Updated 8 months ago
- ☆32Updated 6 months ago
- ☆16Updated last month
- Amazon Bedrock Anthropic Claude, (Llama2-7B/13B/70B /Falcon-7B/40B/180B on Amazon Sagemaker) LLMs with Amazon Opensearch Serverless as a …☆139Updated last week
- SageMaker Studio Docker CLI Extension☆13Updated 5 months ago
- Building an AWS Solution Architect Agent with Generative AI☆35Updated last year
- ☆41Updated 4 months ago
- ☆56Updated this week
- Cloud-native, AI-powered, document processing pipelines on AWS.☆111Updated this week