Video yükleniyor...

Video Yüklenemedi

Bu video yüklenirken bir sorun oluştu. Bu geçici bir ağ sorunundan kaynaklanıyor olabilir veya video kullanılamıyor olabilir.

Ana Sayfaya Dön

Build a Live RAG Chatbot from Google Drive / Sharepoint ♻️ Excited to feature a Streamlit blog by Anup Surendran and Berke Can Rizai on building a QA system over a file storage system that is dynamically changing. Using Pathway (www.pathway.com) you can setup a a live ETL pipeline... show more

LlamaIndex 🦙

115,808 subscribers

58,299 görüntüleme • 2 yıl önce •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

3 Yorum

Sunil Giri profil fotoğrafı

Sunil Giri2 yıl önce

@streamlit @pathway_com please provide a github link

Faruk Mustafic profil fotoğrafı

Faruk Mustafic2 yıl önce

@streamlit @pathway_com

s3 profil fotoğrafı

s32 yıl önce

@streamlit @pathway_com This absolutely does not work

Benzer Videolar

I present to you my AI automation that converts your Google Drive folder to RAG vector database. It also updates the RAG vector database whenever a new file is added or deleted from the Google Drive folder. You can download the workflow for free (link in comment)

I present to you my AI automation that converts your Google Drive folder to RAG vector database. It also updates the RAG vector database whenever a new file is added or deleted from the Google Drive folder. You can download the workflow for free (link in comment)

Victor

261,614 görüntüleme • 1 yıl önce

If you’re struggling to get your OpenClaw🦞 to use an existing service, just build a replacement In one morning we built a working photos/drive replacement and that’s my default file storage now 🤯 Pro tip: you can get any of your data from Google at easily!

If you’re struggling to get your OpenClaw🦞 to use an existing service, just build a replacement In one morning we built a working photos/drive replacement and that’s my default file storage now 🤯 Pro tip: you can get any of your data from Google at easily!

Jesse Genet

25,758 görüntüleme • 6 ay önce

we got a persistent 0click on ChatGPT by sharing a doc that allowed us to exfiltrate sensitive data and creds from your connectors (google drive, sharepoint, ..) + chat history + future conversations it gets worse. we deploy a memory implant #DEFCON #BHUSA Tamir Ishay Sharbat

we got a persistent 0click on ChatGPT by sharing a doc that allowed us to exfiltrate sensitive data and creds from your connectors (google drive, sharepoint, ..) + chat history + future conversations it gets worse. we deploy a memory implant #DEFCON #BHUSA Tamir Ishay Sharbat

Michael Bargury

79,951 görüntüleme • 1 yıl önce

Introducing RAGs, a Streamlit app that allows you to create and customize your own RAG agent and then use it over your own data, all with natural language 🔥 Directly inspired by OpenAI GPTs, you can converse with an agent to help you do search/retrieval over any data you specify. The app contains three main pages: 🏠 Home Page : Have a “builder agent” build your RAG agent through natural language (you specify the data). ⚙️ RAG Config: Look at configured parameters 🤖 Use your RAG agent! Check out details below 👇 Blog: Repo:

Introducing RAGs, a Streamlit app that allows you to create and customize your own RAG agent and then use it over your own data, all with natural language 🔥 Directly inspired by OpenAI GPTs, you can converse with an agent to help you do search/retrieval over any data you specify. The app contains three main pages: 🏠 Home Page : Have a “builder agent” build your RAG agent through natural language (you specify the data). ⚙️ RAG Config: Look at configured parameters 🤖 Use your RAG agent! Check out details below 👇 Blog: Repo:

LlamaIndex 🦙

475,732 görüntüleme • 2 yıl önce

You can now send a video to Google to ask questions about it! If you open Google Lens on Android and hold down the shutter button, it'll record a short video that you can ask a question about. If you're in a region where AI overviews are enabled, then you'll get an AI-generated response to your question. Google announced this feature back at I/O in May but it's started to roll out for some users in the last few days. LMK if you have it!

You can now send a video to Google to ask questions about it! If you open Google Lens on Android and hold down the shutter button, it'll record a short video that you can ask a question about. If you're in a region where AI overviews are enabled, then you'll get an AI-generated response to your question. Google announced this feature back at I/O in May but it's started to roll out for some users in the last few days. LMK if you have it!

Mishaal Rahman

17,039 görüntüleme • 1 yıl önce

We’re excited to feature the AI Chatbot Starter 🤖🧰 - a web server powered by AstraDB (@DataStax) and LlamaIndex 🦙 that you can easily spin up to chat over any web documentation 🌐📑 Easily use this as a standalone service or integrate it with your full-stack application. Set it up by simply setting a few credentials and ingesting your documents. A huge shoutout to the @Datastax team for creating this: check it out below 👇 Repo:

We’re excited to feature the AI Chatbot Starter 🤖🧰 - a web server powered by AstraDB (@DataStax) and LlamaIndex 🦙 that you can easily spin up to chat over any web documentation 🌐📑 Easily use this as a standalone service or integrate it with your full-stack application. Set it up by simply setting a few credentials and ingesting your documents. A huge shoutout to the @Datastax team for creating this: check it out below 👇 Repo:

LlamaIndex 🦙

23,939 görüntüleme • 2 yıl önce

Building with AI gets easier every day. Here is an open-source library that makes integrating AI into an application extremely easy: Star the repository! This library alone can make React the best front-end framework out there! There are a bunch of cool things I like about CopilotKit. Here are 3 of them: 1. It allows you to take any -powered agent and bring it into your application. (This is a brand-new feature!) 2. You can build an AI-powered chatbot in your application. The chatbot will have access to your context and can act on the application. 3. You can build a RAG workflow to process and answer questions from a real-time knowledge base. I recorded a video to show you how simple it is to make some of this happen. A few lines of code, and you are in business. Here is a link to the sample application: CopilotKit is open-source. You can self-host it. You can use it with any LLM. Thanks to the team for showing me their tool and collaborating with me on this post!

Santiago

108,835 görüntüleme • 2 yıl önce

Most developers can't explain how Single Sign-On (SSO) works. This was one of my favorite questions during technical interviews. I love to ask about it because it's not a trivial topic. Here is a 5-minute overview of how Single Sign-On works. We all hate passwords; the less we use them, the better, and SSO helps with that. When you log in to Google once and visit YouTube, Gmail, Drive, and any other connected service without re-entering your password, three players are working behind the scenes: • A user trying to access an application. You, in this case. • The application you want to access. For example, YouTube. • An Identity Provider (IDP) that will verify your identity. Google, in this case. Here is what happens when you try to access one application for the first time: 1. You try to log in to YouTube, and the application redirects you to the Identity Provider (IDP) for authentication. 2. The IDP (Google) checks your credentials and confirms your identity. It creates a new session for you on its server and sets a session cookie in your browser. 3. The IDP also creates a token for YouTube—a small piece of data that contains information about your identity. 4. Your browser grabs the token and presents it to YouTube. 5. YouTube checks the token, and if it is valid, lets you in. But then you want to access Google Drive: 1. You go to Google Drive, and the application redirects you to the IDP. 2. The IDP recognizes that you are still logged in because you have the session cookie. It doesn't need to ask for your credentials. 3. Instead, the IDP generates a new token for Drive. 4. Your browser grabs the token and presents it to Google Drive. If the token is valid, Drive lets you in. You can now access multiple applications without re-entering your password. This is probably one of the best things we've invented since sliced bread! But, of course, implementing Single Sign-On is a nightmare! If you are a developer, don't try to reinvent the wheel. I've been implementing SSO since dinosaurs were around, and I can tell you you want to check out Auth0. Auth0 makes implementing SSO 100x easier. They just updated their free plan, and you get a lot without having to pay a single cent. 25,000 monthly active users, unlimited social connections, and you can go to production with custom domains. FOR FREE! They are sponsoring this post. To save your time, keep your sanity, and have a really solid and secure solution, head over to their website:

Most developers can't explain how Single Sign-On (SSO) works. This was one of my favorite questions during technical interviews. I love to ask about it because it's not a trivial topic. Here is a 5-minute overview of how Single Sign-On works. We all hate passwords; the less we use them, the better, and SSO helps with that. When you log in to Google once and visit YouTube, Gmail, Drive, and any other connected service without re-entering your password, three players are working behind the scenes: • A user trying to access an application. You, in this case. • The application you want to access. For example, YouTube. • An Identity Provider (IDP) that will verify your identity. Google, in this case. Here is what happens when you try to access one application for the first time: 1. You try to log in to YouTube, and the application redirects you to the Identity Provider (IDP) for authentication. 2. The IDP (Google) checks your credentials and confirms your identity. It creates a new session for you on its server and sets a session cookie in your browser. 3. The IDP also creates a token for YouTube—a small piece of data that contains information about your identity. 4. Your browser grabs the token and presents it to YouTube. 5. YouTube checks the token, and if it is valid, lets you in. But then you want to access Google Drive: 1. You go to Google Drive, and the application redirects you to the IDP. 2. The IDP recognizes that you are still logged in because you have the session cookie. It doesn't need to ask for your credentials. 3. Instead, the IDP generates a new token for Drive. 4. Your browser grabs the token and presents it to Google Drive. If the token is valid, Drive lets you in. You can now access multiple applications without re-entering your password. This is probably one of the best things we've invented since sliced bread! But, of course, implementing Single Sign-On is a nightmare! If you are a developer, don't try to reinvent the wheel. I've been implementing SSO since dinosaurs were around, and I can tell you you want to check out Auth0. Auth0 makes implementing SSO 100x easier. They just updated their free plan, and you get a lot without having to pay a single cent. 25,000 monthly active users, unlimited social connections, and you can go to production with custom domains. FOR FREE! They are sponsoring this post. To save your time, keep your sanity, and have a really solid and secure solution, head over to their website:

Santiago

204,895 görüntüleme • 1 yıl önce

Leverage your company knowledge with Grok Grok can securely access your internal knowledge through Apps, starting with Google Drive, turning your documents into a searchable intelligence layer for your team Key highlights: ➝ Permission-awareness by design: Grok respects your existing Google Drive permissions. If a file isn't shared with you in Drive, you won't see it in Grok ➝ Trusted citations: Every answer links directly to source documents with quote previews Grok can also perform agentic search using its industry-leading Collections API via Projects, and reason over large document stores for legal, financial, and research workflows This isn’t chat over files.... It’s enterprise-grade reasoning grounded in your own data

Leverage your company knowledge with Grok Grok can securely access your internal knowledge through Apps, starting with Google Drive, turning your documents into a searchable intelligence layer for your team Key highlights: ➝ Permission-awareness by design: Grok respects your existing Google Drive permissions. If a file isn't shared with you in Drive, you won't see it in Grok ➝ Trusted citations: Every answer links directly to source documents with quote previews Grok can also perform agentic search using its industry-leading Collections API via Projects, and reason over large document stores for legal, financial, and research workflows This isn’t chat over files.... It’s enterprise-grade reasoning grounded in your own data

X Freeze

4,714,515 görüntüleme • 8 ay önce

Our new RAG CLI tool lets you RAG any file on your filesystem, using only on-device LLMs/embeddings! 💾🔎 Using LlamaIndex 🦙, Mistral-7B on ollama, and bge-m3, you have access to an LLM-powered grep that you can easily install, use, and customize. Can input any files including glob strings. LlamaPack: We also have the recipe for you to build your own RAG CLI from scratch. Check out this excellent guide by Sourabh Desai:

Our new RAG CLI tool lets you RAG any file on your filesystem, using only on-device LLMs/embeddings! 💾🔎 Using LlamaIndex 🦙, Mistral-7B on ollama, and bge-m3, you have access to an LLM-powered grep that you can easily install, use, and customize. Can input any files including glob strings. LlamaPack: We also have the recipe for you to build your own RAG CLI from scratch. Check out this excellent guide by Sourabh Desai:

LlamaIndex 🦙

40,124 görüntüleme • 2 yıl önce

If you can draw, you can code. Sketch out your idea and upload a picture in the Google Gemini with a quick description and go from paper to prototype just like that.

If you can draw, you can code. Sketch out your idea and upload a picture in the Google Gemini with a quick description and go from paper to prototype just like that.

Google

144,159 görüntüleme • 1 yıl önce

everybody talks about building AI chatbots, but nobody tells you HOW to do it that's why I made a full practical walkthrough on how to build an AI chatbot that's hooked up to your own custom knowledgebase inside of the walk-through i go over: – data collection: gathering all relevant documents, conversations, and info - preprocessing: cleaning up and formatting the collected data - chunking: break down the cleaned data into smaller, manageable pieces - embedding & storing in a vector database - RAG & chatbot integration: using RAG to allow the chatbot to retrieve relevant information from the vector database based on a user's question reply to this tweet w/ the word “RAG” & I’ll send it to you (must be following so I can DM)

everybody talks about building AI chatbots, but nobody tells you HOW to do it that's why I made a full practical walkthrough on how to build an AI chatbot that's hooked up to your own custom knowledgebase inside of the walk-through i go over: – data collection: gathering all relevant documents, conversations, and info - preprocessing: cleaning up and formatting the collected data - chunking: break down the cleaned data into smaller, manageable pieces - embedding & storing in a vector database - RAG & chatbot integration: using RAG to allow the chatbot to retrieve relevant information from the vector database based on a user's question reply to this tweet w/ the word “RAG” & I’ll send it to you (must be following so I can DM)

Tyler

83,577 görüntüleme • 1 yıl önce

File systems are quickly becoming a core abstraction for AI agents for knowledge work. By having access to a file system, agents can effectively manage context, process any amount of information, and create new files and data. The challenge is that local file systems are inherently limited in size, lack governance capabilities, and are inherently personal -not collaborative- in nature. Now, with the Box API and LangChain's deepagent SDK, you can bring the full power of a secure, collaborative cloud file system to your AI agents. Repo ↓

File systems are quickly becoming a core abstraction for AI agents for knowledge work. By having access to a file system, agents can effectively manage context, process any amount of information, and create new files and data. The challenge is that local file systems are inherently limited in size, lack governance capabilities, and are inherently personal -not collaborative- in nature. Now, with the Box API and LangChain's deepagent SDK, you can bring the full power of a secure, collaborative cloud file system to your AI agents. Repo ↓

Box

227,348 görüntüleme • 7 ay önce

I spent the last 48 hours building on top of the new ChatGPT API. You can now create a custom ChatGPT from the content of your website using You can then take that chatbot and add it to any website as a chat bubble. Pinecone OpenAI

I spent the last 48 hours building on top of the new ChatGPT API. You can now create a custom ChatGPT from the content of your website using You can then take that chatbot and add it to any website as a chat bubble. Pinecone OpenAI

Yasser

930,141 görüntüleme • 3 yıl önce

Build and customize complex AI applications with a flexible framework in this new short course, Building AI Applications with Haystack. Created in collaboration with deepset, makers of Haystack, and taught by Tuana, who is the developer relations lead for Haystack at deepset. Generative AI technology is changing rapidly and it can be challenging to integrate APIs from different LLMs, vector databases, and various tools such as web search. In this course, you will learn how to use the Haystack framework to make your development process more modular, allowing you to manage complexity and focus more on building your application. In detail, you’ll: - Build a RAG pipeline using Haystack’s main building blocks – components, pipelines, and document stores. - Create custom components in your pipeline by building a Hacker News summarizer that extends your app’s ability to access APIs. - Use conditional routing to create a branching pipeline with a fallback to web search mechanism when the LLM does not have the necessary context to respond to the user's query. - Build a self-reflecting agent for named entity recognition that loops using an output validator custom component. - Create a chat agent using OpenAI's function-calling capabilities which allow you to provide Haystack pipelines as tools to the LLM, enhancing that agent's capabilities. By the end of this course, you will learn a high-level orchestration framework that can help make your applications flexible, extendible, and maintainable, even as the technology stack changes, new user needs arise, and you add new features to your application. Please sign up here:

Build and customize complex AI applications with a flexible framework in this new short course, Building AI Applications with Haystack. Created in collaboration with deepset, makers of Haystack, and taught by Tuana, who is the developer relations lead for Haystack at deepset. Generative AI technology is changing rapidly and it can be challenging to integrate APIs from different LLMs, vector databases, and various tools such as web search. In this course, you will learn how to use the Haystack framework to make your development process more modular, allowing you to manage complexity and focus more on building your application. In detail, you’ll: - Build a RAG pipeline using Haystack’s main building blocks – components, pipelines, and document stores. - Create custom components in your pipeline by building a Hacker News summarizer that extends your app’s ability to access APIs. - Use conditional routing to create a branching pipeline with a fallback to web search mechanism when the LLM does not have the necessary context to respond to the user's query. - Build a self-reflecting agent for named entity recognition that loops using an output validator custom component. - Create a chat agent using OpenAI's function-calling capabilities which allow you to provide Haystack pipelines as tools to the LLM, enhancing that agent's capabilities. By the end of this course, you will learn a high-level orchestration framework that can help make your applications flexible, extendible, and maintainable, even as the technology stack changes, new user needs arise, and you add new features to your application. Please sign up here:

Andrew Ng

53,788 görüntüleme • 2 yıl önce

Excited to announce that is officially live on the App Store! Hype is a mobile app that lets you trade memecoins and send crypto to your friends Want access? Download Hype and ask a friend for an invite code

Excited to announce that is officially live on the App Store! Hype is a mobile app that lets you trade memecoins and send crypto to your friends Want access? Download Hype and ask a friend for an invite code

ravi

72,199 görüntüleme • 1 yıl önce

This FREE guide shows you how to build a full automated TikTok content machine with Claude Opus 4.7 one setup. 30 slideshows a week. $0 cost [ by the end you'll have ]: - a library of proven viral hooks - a Pinterest-to-slides pipeline that runs on autopilot - a full week of content scheduled in 2 hours - a system you can reuse every single week [ the workflow ]: > steal hooks from viral TikToks > pull images from Pinterest for free > generate slides with a script (no Canva) > Postiz schedules the drafts for a full week IDEA: you can sell it as a service for $200-300/mo for each creator setup this system one time and onboard 10+ clients (you can do it easily, since it's needed to any creator) most creators still do this manually.. this automates the entire pipeline save it. set it up this weekend

This FREE guide shows you how to build a full automated TikTok content machine with Claude Opus 4.7 one setup. 30 slideshows a week. $0 cost [ by the end you'll have ]: - a library of proven viral hooks - a Pinterest-to-slides pipeline that runs on autopilot - a full week of content scheduled in 2 hours - a system you can reuse every single week [ the workflow ]: > steal hooks from viral TikToks > pull images from Pinterest for free > generate slides with a script (no Canva) > Postiz schedules the drafts for a full week IDEA: you can sell it as a service for $200-300/mo for each creator setup this system one time and onboard 10+ clients (you can do it easily, since it's needed to any creator) most creators still do this manually.. this automates the entire pipeline save it. set it up this weekend

Ronin

102,935 görüntüleme • 5 ay önce