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fix: formatting for readme
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kaushikb11 committed Feb 17, 2025
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Expand Up @@ -15,7 +15,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Flexible memory system
- Built-in error handling


- [Langchain](https://github.com/hwchase17/langchain) - Building applications with LLMs
through composability

Expand All @@ -28,7 +27,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Python and Pandas integration
- Vector store capabilities


- [Microsoft AutoGen](https://github.com/microsoft/autogen) - Framework for building
multi-agent conversational systems

Expand All @@ -40,7 +38,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Flexible human involvement
- Advanced conversation management


- [Llama Index](https://github.com/run-llama/llama_index) - Data framework for LLM
applications

Expand All @@ -52,7 +49,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Structured data handling
- Query optimization


- [Microsoft Semantic Kernel](https://github.com/microsoft/semantic-kernel) -
Integration framework for AI models

Expand All @@ -64,7 +60,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Responsible AI features
- Memory management


- [Dify](https://github.com/langgenius/dify) - Open-source framework for LLM
applications

Expand All @@ -76,7 +71,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Multi-model support
- RAG pipeline


- [Haystack](https://github.com/deepset-ai/haystack) - End-to-end NLP framework

19,206 stars · 2,050 forks · 263 contributors · 119 issues · Python · Apache-2.0
Expand All @@ -87,7 +81,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Semantic search
- Agent capabilities


- [Embedchain](https://github.com/embedchain/embedchain) - Framework for ChatGPT-like
bots

Expand All @@ -99,7 +92,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Multiple LLM support
- RAG optimization


- [SuperAGI](https://github.com/TransformerOptimus/SuperAGI) - Open-source autonomous AI
agent framework

Expand All @@ -111,7 +103,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Resource management
- Multi-vector memory storage


- [AGiXT](https://github.com/Josh-XT/AGiXT) - Scalable framework for AI agents

2,894 stars · 387 forks · 38 contributors · 8 issues · Python · MIT
Expand All @@ -122,7 +113,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Command chaining
- Web UI included


- [XAgent](https://github.com/OpenBMB/XAgent) - Autonomous LLM-based agent framework

8,148 stars · 863 forks · 34 contributors · 52 issues · Python · Apache-2.0
Expand All @@ -133,7 +123,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Advanced error recovery
- Built-in action validation


- [OpenAgents](https://github.com/xlang-ai/OpenAgents) - Open platform for language
agents

Expand All @@ -145,7 +134,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Plugin ecosystem
- Interactive visualization


- [AI Legion](https://github.com/eumemic/ai-legion) - Swarm framework for autonomous
agents

Expand All @@ -157,7 +145,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Flexible agent roles
- Real-time collaboration


- [Agent Protocol](https://github.com/e2b-dev/agent-protocol) - Unified interface for AI
agents

Expand All @@ -169,15 +156,16 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Interoperability focus
- Protocol versioning


- [Agents.js](https://github.com/Webgburnet/Agents.js) - JavaScript framework for
building AI agents

- Browser-native implementation
- Event-driven architecture
- Tool abstraction layer
- Memory management
- Real-time processing- [CAMEL](https://github.com/camel-ai/camel) - Communicative Agents for "Mind"
- Real-time processing

- [CAMEL](https://github.com/camel-ai/camel) - Communicative Agents for "Mind"
Exploration

6,304 stars · 750 forks · 72 contributors · 319 issues · Python · Apache-2.0
Expand All @@ -188,15 +176,16 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Behavioral analysis
- Cognitive architecture


- [BabyAGI](https://github.com/yoheinakajima/babyagi) - Lightweight framework for AI
task management

- Task prioritization
- Autonomous execution
- Memory persistence
- Goal-oriented planning
- Resource optimization- [Autonomous-GPT](https://github.com/Significant-Gravitas/Auto-GPT) - Framework for
- Resource optimization

- [Autonomous-GPT](https://github.com/Significant-Gravitas/Auto-GPT) - Framework for
autonomous GPT-4 agents

171,513 stars · 45,046 forks · 438 contributors · 207 issues · Python · NOASSERTION
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- File operations
- Command execution


- [MetaGPT](https://github.com/geekan/MetaGPT) - Multi-agent framework for software
development

Expand All @@ -219,15 +207,16 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Documentation writing
- Testing automation


- [minions](https://github.com/getminions/minions) - Extensible framework for AI
assistants

- Custom behavior definition
- Tool integration
- State management
- Event handling
- Parallel execution- [ix](https://github.com/kreneskyp/ix) - Autonomous agent framework
- Parallel execution

- [ix](https://github.com/kreneskyp/ix) - Autonomous agent framework

1,019 stars · 125 forks · 5 contributors · 14 issues · Python · MIT

Expand All @@ -237,7 +226,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Process monitoring
- Agent collaboration


- [saplings](https://github.com/shobrook/saplings) - Build smarter agents using tree
search

Expand All @@ -247,7 +235,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Supports popular search algorithms
- Minimal setup, 2 lines of code


- [Smolagents](https://github.com/huggingface/smolagents) - Minimalist framework for
building powerful agents

Expand All @@ -259,7 +246,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Tool integration
- Hub integration for sharing


- [Flowise](https://github.com/FlowiseAI/Flowise) - Drag & drop UI framework for
building LLM flows

Expand All @@ -271,7 +257,6 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Authentication support
- Docker deployment


- [Pydantic AI](https://github.com/pydantic/pydantic-ai) - Production-grade agent
framework built on Pydantic

Expand All @@ -282,5 +267,3 @@ suggestion, feel free to open an issue or pull request. (Last updated: 2025-02-1
- Structured responses
- Dependency injection
- Logfire integration


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