[03/13/25 22:43:20] INFO     PromptTask ac3d6c38ed584532826b3315a1d64f77        
                             Input: what is Griptape?                           
[03/13/25 22:43:22] INFO     Subtask c17b31eade2b45b0bfa07d368549406d           
                             Actions: [                                         
                               {                                                
                                 "tag": "call_2GMiEBfhWoyXqYwOPHtnQmpy",        
                                 "name": "VectorStoreTool",                     
                                 "path": "search",                              
                                 "input": {                                     
                                   "values": {                                  
                                     "query": "Griptape framework overview"     
                                   }                                            
                                 }                                              
                               }                                                
                             ]                                                  
                    INFO     Subtask c17b31eade2b45b0bfa07d368549406d           
                             Response: Build, Deploy, and Scale End-to-End      
                             Solutions, from LLM-Powered Data Prep and Retrieval
                             to AI Agents, Pipelines, and Workflows.            
                             Griptape gives developers everything they need,    
                             from the open source AI framework ([Griptape AI    
                             Framework](/ai-framework)) to the execution runtime
                             ([Griptape AI Cloud](/cloud)).                     
                             Build &                                            
                             Secure                                             
                             - Build your business logic using predictable,     
                             programmable python - don’t gamble on prompting.   
                             - Turn any developer into an AI developer.         
                             - Off-Prompt™ gives you better security,           
                             performance, and lower costs.                      
                             Deploy &                                           
                             Scale                                              
                             - Deploy and run the ETL, RAG, and structures you  
                             developed.                                         
                             - Simple API abstractions.                         
                             - Skip the infrastructure management.              
                             - Scale seamlessly so you can grow with your       
                             workload requirements.                             
                             Manage &                                           
                             Monitor                                            
                             - Monitor directly in Griptape Cloud or integrate  
                             with any third-party service.                      
                             - Measure performance, reliability, and spending   
                             across the organization                            
                             - Enforce policy for each user, structure, task,   
                             and query                                          
                             🎢 Griptape AI Framework                           
                             Griptape provides clean and clear abstractions for 
                             building Gen AI Agents, Systems of Agents,         
                             Pipelines, Workflows, and RAG implementations      
                             without having to spend weeks learning Gen AI nor  
                             need to ever learn Prompt Engineering.             
                             Build                                              
                             Build ETL pipelines to prep your data for secure   
                             LLM access.                                        
                             Compose                                            
                             Compose retrieval patterns that give fast,         
                             accurate, detailed information.                    
                             Write                                              
                             Write agents, pipelines, and workflows (i.e.       
                             structures) to integrate your business logic.      
                             🌩️ Griptape AI Cloud                                
                             Skip the infrastructure management. We’ll host and 
                             operate everything for you, from the data          
                             processing pipeline to the retrieval-ready database
                             to the serverless application runtime. Simple to   
                             complex, one layer of the stack or the whole       
                             enchilada, we’ve got you covered.                  
                             Automated Data Prep                                
                             (ETL)                                              
                             Connect any data source and extract. Prep/transform
                             it (extract, clean, chunk, embed, add metadata).   
                             Load it into a vector database index.              
                             Retrieval as a Service                             
                             (RAG)                                              
                             Generate answers, summaries, and details from your 
                             own data. Use ready-made retrieval patterns,       
                             customize them to fit your use case, or compose    
                             your own from scratch (Modular RAG).               
                             Structure Runtime                                  
                             (RUN)                                              
                             Build your own AI agents, pipelines, and workflows.
                             Real-time interfaces, transactional processes,     
                             batch workloads. Plug them into client             
                             applications.                                      
[03/13/25 22:43:25] INFO     PromptTask ac3d6c38ed584532826b3315a1d64f77        
                             Output: Griptape is a comprehensive framework      
                             designed to help developers build, deploy, and     
                             scale end-to-end solutions, particularly those     
                             powered by large language models (LLMs). It        
                             provides tools for data preparation, retrieval, AI 
                             agents, pipelines, and workflows. The framework is 
                             divided into two main components:                  
                                                                                
                             1. **Griptape AI Framework**: This open-source     
                             framework offers clean abstractions for building   
                             generative AI agents, systems of agents, pipelines,
                             workflows, and retrieval-augmented generation (RAG)
                             implementations. It allows developers to build ETL 
                             pipelines for data preparation, compose retrieval  
                             patterns for fast and accurate information, and    
                             write agents and workflows to integrate business   
                             logic without needing extensive knowledge of       
                             generative AI or prompt engineering.               
                                                                                
                             2. **Griptape AI Cloud**: This component handles   
                             infrastructure management, hosting, and operation  
                             of data processing pipelines, retrieval-ready      
                             databases, and serverless application runtimes. It 
                             offers automated data preparation (ETL), retrieval 
                             as a service (RAG), and a structure runtime for    
                             building AI agents, pipelines, and workflows.      
                                                                                
                             Griptape aims to turn any developer into an AI     
                             developer by providing predictable, programmable   
                             Python tools, enhancing security, performance, and 
                             cost-efficiency. It also offers monitoring and     
                             management capabilities through Griptape Cloud or  
                             third-party integrations, allowing users to measure
                             performance, reliability, and spending across their
                             organization.                                      
