MCP ও টুল কলিং
mtrnix/metronix-memory
Self-hosted memory infrastructure for AI agents featuring MCP-native integration, hybrid RAG, a temporal knowledge graph, and an ontology layer, designed for local-model friendliness and durable, agent-scoped context.
★ 39⑂ 7Python
Apache-2.0Q86
এজেন্ট ও মাল্টি-এজেন্ট
sno-ai/llmix
A production LLM call layer for AI agents and tools that wraps existing provider SDKs with config-driven model presets, caching, resilience patterns, and key rotation across Python, TypeScript, and Rust.
★ 131⑂ 28Python
Apache-2.0Q91
RAG ও জ্ঞান সিস্টেম
stackitcloud/rag-template
A template for building AI chatbots and document management systems using Retrieval-Augmented Generation (RAG), vector search, and FastAPI, designed for deployment on Kubernetes.
★ 86⑂ 10Python
Apache-2.0Q89
এজেন্ট ও মাল্টি-এজেন্ট
microsoft/SkillOpt
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts
★ 16.2K⑂ 1.5KPython
MITQ86
MCP ও টুল কলিং
langchain4j/langchain4j
An idiomatic, open-source Java library for building LLM-powered applications on the JVM, offering a unified API over popular LLM providers and vector stores with support for tool calling, MCP, agents, and RAG.
★ 12.8K⑂ 2.4KJava
Apache-2.0Q98
ইনফারেন্স, ডিপ্লয়মেন্ট ও রানটাইম
xorbitsai/inference
A powerful and versatile library designed to serve language, speech recognition, and multimodal models. It allows users to swap GPT for any LLM by changing a single line of code and run models on cloud, on-prem, or locally via a unified, production-ready inference API.
★ 9.5K⑂ 853Python
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
pydantic/pydantic-ai
A Python agent framework designed to help developers build production-grade applications and workflows with Generative AI, emphasizing type-safety, structured validation, and ergonomic design.
★ 19.1K⑂ 2.5KPython
MITQ98
এজেন্ট ও মাল্টি-এজেন্ট
google/adk-python
An open-source, code-first Python framework for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
★ 21K⑂ 3.8KPython
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
mintplex-labs/anything-llm
An all-in-one, local-first AI application for chatting with documents, building AI agents, and running a private, multi-user ChatGPT-like experience with zero setup friction.
★ 64.5K⑂ 7.1KJavaScript
MITQ98
MCP ও টুল কলিং
hkuds/vibe-trading
An open-source Python-based AI agent framework designed to provide comprehensive trading, backtesting, and quantitative finance capabilities via a single command.
★ 30.1K⑂ 4.8KPython
MITQ98
LLM ও ফাউন্ডেশন মডেল
clearml/clearml
ClearML is an open-source MLOps/LLMOps suite providing auto-magical CI/CD to streamline AI workloads. It integrates experiment management, data management, pipeline orchestration, scheduling, and model serving into a single comprehensive platform.
★ 6.8K⑂ 789Python
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
genkit-ai/genkit
Genkit is an open-source framework built and used in production by Google's Firebase for developing full-stack, AI-powered applications. It provides cross-language SDKs and unified APIs for integrating various AI models to build chatbots, automations, and recommendation systems.
★ 6.3K⑂ 816TypeScript
Apache-2.0Q98