Forwarded from Artificial Intelligence
13 - Multimodal RAG Capstone Project - Part 01.zip
644.4 MB
13 - Multimodal RAG Capstone Project - Part 01
13 - Multimodal RAG Capstone Project - Part 02.zip
695 MB
13 - Multimodal RAG Capstone Project - Part 02
Forwarded from Artificial Intelligence
14 - Agentic RAG AI Agents for RAG - Part 01.zip
977.2 MB
14 - Agentic RAG AI Agents for RAG - Part 01
14 - Agentic RAG AI Agents for RAG - Part 02.zip
490.3 MB
14 - Agentic RAG AI Agents for RAG - Part 02
Forwarded from Artificial Intelligence
15 - AI Agents with CrewAI - Part 01.zip
641.4 MB
15 - AI Agents with CrewAI - Part 01
15 - AI Agents with CrewAI - Part 02.zip
385.3 MB
15 - AI Agents with CrewAI - Part 02
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THE DIFFRENCE BETWEEN WORKFLOW AND AGENT
👉Workflows are systems where LLMs and tools are orchestrated through predefined code paths.
👉Agents, on the other hand, are systems where LLMs dynamically direct their own processes and tool usage, maintaining control over how they accomplish tasks.
👉Workflows are systems where LLMs and tools are orchestrated through predefined code paths.
👉Agents, on the other hand, are systems where LLMs dynamically direct their own processes and tool usage, maintaining control over how they accomplish tasks.
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How many of u know ?? this was our national anthem
1960 EC
1960 EC
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Here is a list of models supporting model native structured output
https://python.langchain.com/docs/integrations/chat/
Here is a list of models supporting model native structured output
https://python.langchain.com/docs/integrations/chat/
Docs by LangChain
Chat models - Docs by LangChain
Chroma is an AI-native open-source vector database. It comes with everything you need to get started built-in, and runs on your machine.
https://docs.trychroma.com/docs/overview/getting-started
https://docs.trychroma.com/docs/overview/getting-started
Chroma Docs
Documentation for ChromaDB
Code It now
What a day gpt 5 🥳🥳
The Unified Intelligence + Smart Routing System
GPT‑5 introduces a unified architecture that incorporates multiple specialized models under the hood, including fast, general-purpose, and deeper reasoning variants. A real-time router dynamically directs your request to the most appropriate model—say, switching to high-reasoning when needed—without requiring manual intervention . This design eliminates the need for users to figure out which model to pick for different tasks.
⸻
Why This Matters
• Effortless precision: Whether you’re after casual writing help, complex problem-solving, or coding, GPT‑5 adapts automatically.
• Smarter performance: By choosing the right “brain” for each task, responses are both faster and more accurate.
• Seamless user experience: No more juggling between models like GPT‑4o or o‑series—GPT‑5 handles it all behind the scenes.
⸻
GPT‑5 also brings other standout upgrades—like a million‑token context window, richer multimodal I/O, persistent memory, and agentic workflows—but the smart routing across unified model tiers is the crown jewel of this release.
GPT‑5 introduces a unified architecture that incorporates multiple specialized models under the hood, including fast, general-purpose, and deeper reasoning variants. A real-time router dynamically directs your request to the most appropriate model—say, switching to high-reasoning when needed—without requiring manual intervention . This design eliminates the need for users to figure out which model to pick for different tasks.
⸻
Why This Matters
• Effortless precision: Whether you’re after casual writing help, complex problem-solving, or coding, GPT‑5 adapts automatically.
• Smarter performance: By choosing the right “brain” for each task, responses are both faster and more accurate.
• Seamless user experience: No more juggling between models like GPT‑4o or o‑series—GPT‑5 handles it all behind the scenes.
⸻
GPT‑5 also brings other standout upgrades—like a million‑token context window, richer multimodal I/O, persistent memory, and agentic workflows—but the smart routing across unified model tiers is the crown jewel of this release.
Veo 3 is now available in the Gemini API
https://c.gle/ANiao5p0BiHpAyUIZOjBW3891gMq2xQy_E2K_hFfDhUzGiEPTAmp_hXfgFJHqN-Wy5F0bJvm4V4j4Un5aNhABEFA3ni972bPHwTdUSQ_77YQ5RkBd70-oWtQVsKQNlks2PSiCmB4IiNHLRWP8XTTFyvRKA60KQ4FAbTmGrpsA9br95J6ZjhsRNH9Mp5hA43DeiOZJkP0pffr2UViJ8xCnPSKgb8me3orIAONgpj7rppGckHAkqFuRhiwAy0mPNjkqm0-m_MD4-5VsY02jhyqpyA
https://c.gle/ANiao5p0BiHpAyUIZOjBW3891gMq2xQy_E2K_hFfDhUzGiEPTAmp_hXfgFJHqN-Wy5F0bJvm4V4j4Un5aNhABEFA3ni972bPHwTdUSQ_77YQ5RkBd70-oWtQVsKQNlks2PSiCmB4IiNHLRWP8XTTFyvRKA60KQ4FAbTmGrpsA9br95J6ZjhsRNH9Mp5hA43DeiOZJkP0pffr2UViJ8xCnPSKgb8me3orIAONgpj7rppGckHAkqFuRhiwAy0mPNjkqm0-m_MD4-5VsY02jhyqpyA
Google AI for Developers
Generate videos with Veo 3 | Gemini API | Google AI for Developers
Generate high-fidelity videos with native audio using Google's Veo 3 API.