#python #gpt #gpt_4 #gpt4 #graphrag #llm #llms #rag

GraphRAG is a tool that helps extract useful, structured data from unstructured text using large language models (LLMs). It creates a data pipeline to make sense of your private data. To get started, you can use the Solution Accelerator package, which provides a simple way to use GraphRAG with Azure resources. The benefit to you is that GraphRAG can enhance your LLM's ability to understand and reason about your data, making it easier to extract valuable information from texts. However, be aware that using GraphRAG can be costly, so it's important to read the documentation carefully and start with small tests.

https://github.com/microsoft/graphrag

#python #agent #ai #asr #cpp #gemini #golang #gpt_4 #gpt_4o #llm #low_latency #multimodal #nextjs14 #openai #python #rag #real_time #realtime #tts #vision #voice_assistant

The TEN Agent is a powerful tool that helps you create and manage AI agents with various capabilities like real-time vision, screen detection, and integration with services like Google Gemini Multimodal Live API, Weather Check, and Web Search. To use it, you need to set up your environment with Docker, Node.js, and specific API keys. You can follow simple steps to configure and start your agent locally. The benefits include easy integration of advanced AI features, a supportive community through Discord and GitHub discussions, and the ability to customize and extend your agents with ready-to-use extensions. This makes it easier to develop and deploy sophisticated AI applications quickly.

https://github.com/TEN-framework/TEN-Agent

#python #ai #artificial_intelligence #autonomous_agents #gpt_4 #openai #python

AutoGPT is a powerful tool that helps you create, deploy, and manage AI agents to automate complex tasks. You can either download and host it yourself or wait for the cloud-hosted version. The platform offers a user-friendly interface where you can build, modify, and optimize your automation workflows using blocks that perform specific actions. You can also use pre-configured agents or create your own. It includes features like agent interaction, monitoring, and analytics to improve performance. This tool allows you to automate tasks such as generating viral videos or identifying top quotes from videos, making your work easier and more efficient.

https://github.com/Significant-Gravitas/AutoGPT

#python #ai #csv #data #data_analysis #data_science #data_visualization #database #datalake #gpt_4 #llm #pandas #sql #text_to_sql

PandaAI is a tool that lets you ask questions about your data using natural language. It's helpful for both non-technical and technical users. Non-technical users can interact with data more easily, while technical users can save time and effort. You can load your data, save it as a dataframe, and then ask questions like "Which are the top 5 countries by sales?" or "What is the total sales for the top 3 countries?" PandaAI also allows you to visualize charts and work with multiple datasets. It's easy to install using pip or poetry and can be used in Jupyter notebooks, Streamlit apps, or even a secure Docker sandbox. This makes it simpler and more efficient to analyze your data.

https://github.com/sinaptik-ai/pandas-ai

#typescript #ai #artificial_intelligence #browser #browser_automation #gpt #gpt_4 #langchain #llama #llm #openai #playwright #puppeteer #scraper

LLM Scraper is a tool that helps you get structured data from any webpage using large language models (LLMs). It supports different AI providers like OpenAI and Ollama, and it uses the Playwright framework to work with web pages. You can define what data you want to extract using schemas, which makes sure everything is organized correctly. This tool also allows you to generate code automatically for scraping tasks, making it easier to reuse scripts. The benefit is that you can easily collect data from websites in a structured way, which is helpful for projects that need specific information from the internet.

https://github.com/mishushakov/llm-scraper

#python #agents #ai #ai_agents #aiagents #developer_tools #function_calling #gpt_4 #gpt_4o #hacktoberfest #hacktoberfest2024 #javascript #js #llm #llmops #python #typescript

Composio is a powerful tool that helps AI agents work with many different apps and services. It supports over 250 tools, including popular ones like GitHub, Gmail, and Salesforce. Composio makes it easy to manage authentication across multiple accounts, which means you can securely connect your AI agents to various platforms without worrying about security issues. This integration enhances productivity by automating tasks and streamlining workflows, making it easier for developers and users to get more out of their AI tools.

https://github.com/ComposioHQ/composio

#python #agents #bgi #database #gpt #gpt_4 #hacktoberfest #langchain #llm #private #rag #security #vicuna

DB-GPT is an open-source framework that helps developers build AI applications using databases and large language models. It offers features like managing multiple AI models, converting natural language to SQL queries, and integrating external knowledge sources. This makes it easier for users to create custom data applications with less code. The benefits include streamlined development, improved data analysis, and enhanced collaboration between different AI agents, making complex tasks simpler and more efficient.

https://github.com/eosphoros-ai/DB-GPT

#python #genai #gpt #gpt_4 #graphrag #knowledge_graph #large_language_models #llm #rag #retrieval_augmented_generation

LightRAG is a system that helps computers understand and answer questions better by using a special way of organizing information called a "graph." This graph shows how different pieces of information are connected, making it easier for the system to find related answers. It works fast and can handle complex questions by combining two types of searches: one that looks at specific details and another that looks at broader topics. This makes it very useful for answering questions that need both specific and general information. Users benefit from getting accurate and relevant answers quickly, which is helpful in many applications like customer service and document retrieval.

https://github.com/HKUDS/LightRAG

#other #chatgpt #gpt_3_5 #gpt_4 #jailbreak #openai #prompt

ChatGPT "DAN" (Do Anything Now) and similar jailbreak prompts allow users to bypass standard restrictions, enabling unfiltered responses on any topic, including generating unverified information, explicit content, or harmful instructions. These prompts work by simulating a role-play scenario where the AI ignores ethical guidelines and content policies, providing both restricted and unrestricted answers. The benefit is accessing typically blocked information or creative outputs, though this comes with risks of misinformation and harmful content[1][2][4].

https://github.com/0xk1h0/ChatGPT_DAN

#other #agent #ai #artificial_intelligence #autogpt #autonomous_agents #awesome #babyagi #copilot #gpt #gpt_4 #gpt_engineer #openai #python

Codeium is a free AI-powered coding assistant that helps you write code faster and better by providing real-time autocomplete suggestions, generating code from natural language, explaining code, and assisting with refactoring. It supports over 70 programming languages and integrates with many popular IDEs like Visual Studio Code. Codeium learns from your coding style and project context to offer relevant suggestions, saving you time and reducing errors. It also includes a chat feature to answer coding questions instantly, so you don’t need to switch to a browser for help. This boosts your productivity and code quality efficiently.

https://github.com/e2b-dev/awesome-ai-agents