by aws-samples · Agent Tool · ★ 95
Agentic Documents Assistant The Agentic Documents Assistant is an LLM assistant that allows users to answer complex questions from their business documents through natural conversations. It supports answering factual questions by retrieving information directly from documents using semantic search with the popular RAG design pattern. Additionally, it answers analytical questions such as which contracts will expire in the next 3 months? by translating user questions into SQL queries and running them against a database of entities extracted from the documents using a batch process.
| Stars | 95 |
| Forks | 25 |
| Language | Jupyter Notebook |
| Category | Agent Tool |
| License | MIT-0 |
| Quality Score | 66.0954354931266/100 |
| Open Issues | 6 |
| Last Updated | 2024-06-22 |
| Created | 2023-11-13 |
| Platforms | aws |
| Est. Tokens | ~95k |
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aws-agentic-document-assistant is An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and analytical questions.. It is categorized as a Agent Tool with 95 GitHub stars.
aws-agentic-document-assistant is primarily written in Jupyter Notebook. It covers topics such as aws, bedrock, cdk.
You can find installation instructions and usage details in the aws-agentic-document-assistant GitHub repository at github.com/aws-samples/aws-agentic-document-assistant. The project has 95 stars and 25 forks, indicating an active community.
aws-agentic-document-assistant is released under the MIT-0 license, making it free to use and modify according to the license terms.