PraisonAI is an autonomous AI agent platform that coordinates multiple LLM-powered agents for research, planning, and execution of complex workflows. It functions as a multi-agent orchestration framework, a workflow builder, and a Model Context Protocol server, while also providing retrieval-augmented generation through vector knowledge bases. Agents can interact via CLI, web, or standardized protocols with sandboxed code execution. The platform distinguishes itself with a rich set of agent communication protocols, including A2A, REST, WebSocket, voice and telephony integration, and MCP, allo
whodb is a multi-database management interface and notebook client designed for exploring and managing data across various engines, including Postgres, MySQL, MongoDB, and Redis. It functions as a graphical interface for managing database connections, records, and schemas through a unified layer. The project features a natural language query interface that uses large language models to translate plain English into executable SQL or NoSQL queries. This is supported by schema-aware prompting that injects database metadata into the model context to ensure generated queries match actual table def
TMLR A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.
Bloop is an AI code analysis tool and semantic search engine designed for understanding and querying large-scale codebases. It utilizes a high-performance indexing system written in Rust to enable fast symbol and text retrieval across multiple programming languages. The project differentiates itself by using on-device embeddings for semantic code search, allowing users to locate logic based on meaning and intent rather than exact keywords. It combines a language model with a retrieval-augmented generation approach to provide a natural language interface for conversational querying and the gen