79 dependents
| Package | Description | Downloads/month |
|---|---|---|
| llama-index retrievers bm25 integration | 266K | |
| An event-driven framework designed to build and orchestrate multi-agent AI syste... | 82K | |
| Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read | 9K | |
| Nexus, the shared heartbeat where every agent and human connect, collaborate, an... | 6K | |
| Agent-first semantic grep — filesystem-native retrieval | 6K | |
| Fast BM25 search in Python, powered by Numpy and Numba | 4K | |
| Flexible RAG (Retrieval-Augmented Generation) framework for building AI applicat... | 4K | |
| A library for efficient Retrieval-Augmented Generation research | 3K | |
| Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases | 3K | |
| A search engine for Lean 4 declarations | 3K | |
| A development tool for LLM call visualization and debugging | 3K | |
| Production-grade RAG pipelines with evaluation baked in | 3K | |
| Persistent project context for agentic AI | 3K | |
| 👩💻 MCP server to index external repositories | 3K | |
| Fastest way to build, prototype and deploy AI Agents. | 3K | |
| agents performing actions on your SaaS | 2K | |
| Add your description here | 2K | |
| Open-source Python toolkit for building Vietnamese AI applications. | 2K | |
| A question solver plugin for OVOS | 2K | |
| Shard-first late-interaction retrieval for ColBERT and ColPali style workloads w... | 2K | |
| Trust reporting and provenance enforcement for RAG pipelines. Audits claim groun... | 2K | |
| MCP server that adds intelligent, use-adaptive search to Obsidian vaults. Your v... | 2K | |
| Free, local, structure-preserving memory for AI agents. No API key. No cloud. Ju... | 1K | |
| CLI tools for running BM25 benchmark evals. | 1K | |
| Framework for building LLM-based apps in Boehringer Ingelheim | 1K | |
| Next-generation knowledge base engine with advanced RAG capabilities | 1K | |
| Collection of recent advanced RAG techniques. | 1K | |
| vibe-llama is a set of tools that are designed to help developers build working ... | 993 | |
| A Python SDK for MCP tool integration with LLM providers | 981 | |
| Agent eXecution Interface - unified tool layer for AI Agents | 971 | |
| Lexical routing layer for LLM tool selection. Filter MCP-discovered and registry... | 948 | |
| 842 | ||
| Tools for python | 836 | |
| Ragaroo is a lightweight Python library for benchmarking retrieval pipelines on ... | 767 | |
| Framework-agnostic reasoning trace visualization tool for AI agents. | 754 | |
| AI-Powered Clinical and Health Data Mapping Tool | 751 | |
| Observee (YC S25) lets you build AI agents with 1000+ integrations using MCPs wi... | 689 | |
| Discord Message Context Provider for Claude | 562 | |
| Natural language database schema search with graph-aware semantic retrieval | 550 | |
| A CLI-first AI code review tool for git diffs and CI workflows. Analyze changes ... | 513 | |
| A terminal coding agent for Python. | 507 | |
| Lightweight Zotero MCP server for AI agents | 506 | |
| JIT MCP Router with Sets, Catalog, and progressive server management | 499 | |
| NeuroMem - Brain-inspired memory system for AI agents with multi-modal storage | 486 | |
| Fast, Accurate, Lightweight Python library to make State of the Art Embedding | 442 | |
| An AI RAG agent package. | 426 | |
| High-performance late-interaction retrieval engine for on-prem AI. ColBERT/ColPa... | 389 | |
| Smart MCP Proxy - A federating gateway for MCP servers with intelligent tool dis... | 344 | |
| Library to handle ontologies that allows queries and calculations such as inform... | 320 | |
| A unified library for Entity Linking | 306 |
