aws-genai-llm-chatbot
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A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
--- ### **Description :** Currently, system prompts are scattered throughout the codebase and are only available in English. This setup makes it difficult to manage and internationalize prompts, especially when...
I'd love if this solution could natively parse out CTR records from Amazon Connect to learn about calls. It would be really helpful to understand metadata beyond the transcript, but...
**Description**: During the deployment of the `anonyme-GenAIChatBotStack` using AWS CloudFormation, we encountered a failure due to a conflict with an already existing access policy resource. **Error Message**: ``` CREATE_FAILED AWS::OpenSearchServerless::AccessPolicy...
*Issue #, if available:* #277 *Description of changes:* - adds Bedrock Agents as a selectable "models" in the model dropdown. Agents must be manually created in the same region where...
*Issue #, if available:* #659 *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your...
Reproduce step: 1. Start fresh 2. Install dependencies including `pip install -r pytest_requirements.txt` 3. Run `pytest tests` Output: ``` ================================================================= short test summary info ================================================================== FAILED tests/model-interfaces/langchain/functions/request-handler/adapters/bedrock/base_test.py::test_chat_adapter - pydantic.errors.PydanticUserError: `ChatBedrockConverse`...
## Current Behavior - Rerank model appears as an option in the playground UI - This creates confusion as rerank is not actually utilized for chat/playground purposes ## Expected Behavior...
## Issue Federation between Cognito and Azure Entra ID fails with SAML response error due to missing custom attribute `chatbot_role` in Cognito. ## Error Message Invalid SAML response received: Invalid...
*Issue #, if available:* #652 *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your...
*Issue #, if available:* # 656 *Description of changes:* * Upgrade aws-cdk and aws-cdk-lib versions to the latest * run `npm audit fix` to fix outdated libs * Replace deprecated...