harshalmore31
harshalmore31
### Interactive UI for Swarms Framework: Swarm-Specific Parsing, Agent Management, and LLM Integration with Hugging Face Deployment & Local Deployment #### Description: - Developed a robust and feature-rich **UI for...
### Interactive UI for Swarms Framework: Swarm-Specific Parsing, Agent Management, and LLM Integration with Hugging Face Deployment & Local Deployment #### Description: - Developed a robust and feature-rich **UI for...
This PR introduces the `AIScientistFramework`, a multi-agent system designed to function as an AI co-scientist. It is based on the research paper "Towards an AI co-scientist" and implements a complete...
This pull request introduces significant enhancements to the `swarms` module by adding new classes and methods for better handling of token counting, agent configuration, and output formatting. The most important...
cleanup !
This pull request introduces several improvements across the documentation and the `MemoryAgent` implementation, focusing on reliability, clarity, and performance. The documentation now provides clearer guidance on memory modes, SQL-based architecture...
…and relationship detection - Added new tables for memory entities and relationships in the database schema to support graph-based search. - Introduced EntityExtractionService for extracting entities from memory content, including...
This pull request introduces Memori version 2.3.1, focusing on major performance optimizations, improved stability, and enhanced logging and error handling. The release includes significant caching for context and search results,...
It doesn't record the conversation automatically properly, it only records the starting first conversation ! ```py #!/usr/bin/env python3 import os from dotenv import load_dotenv from openai import AzureOpenAI from memori...
- Add an cost usage feature for the usage of memory_agents, retrival_agent based on pydantic structured output usage ! - To track how much does it cost each run, and...
This pull request reorganizes and expands the documentation for RAG (Retrieval-Augmented Generation) vector database integrations in Swarms. It introduces a new section with comprehensive guides for multiple vector databases, adds...